deploying docs (apache/tvm@df33d73ceca1d0c4ba280cfbcce504b232111d4c)
diff --git a/docs/_sources/how_to/compile_models/from_darknet.rst.txt b/docs/_sources/how_to/compile_models/from_darknet.rst.txt
index f4e5a3a..6c47b6c 100644
--- a/docs/_sources/how_to/compile_models/from_darknet.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_darknet.rst.txt
@@ -318,7 +318,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 35.975 seconds)
+ **Total running time of the script:** ( 1 minutes 40.896 seconds)
.. _sphx_glr_download_how_to_compile_models_from_darknet.py:
diff --git a/docs/_sources/how_to/compile_models/from_keras.rst.txt b/docs/_sources/how_to/compile_models/from_keras.rst.txt
index 32f7c82..abd2565 100644
--- a/docs/_sources/how_to/compile_models/from_keras.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_keras.rst.txt
Binary files differ
diff --git a/docs/_sources/how_to/compile_models/from_oneflow.rst.txt b/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
index 16d02b2..697d168 100644
--- a/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
Binary files differ
diff --git a/docs/_sources/how_to/compile_models/from_paddle.rst.txt b/docs/_sources/how_to/compile_models/from_paddle.rst.txt
index 1868048..98e3b69 100644
--- a/docs/_sources/how_to/compile_models/from_paddle.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_paddle.rst.txt
@@ -209,7 +209,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 5.355 seconds)
+ **Total running time of the script:** ( 1 minutes 7.274 seconds)
.. _sphx_glr_download_how_to_compile_models_from_paddle.py:
diff --git a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
index 288bba2..e1af033 100644
--- a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
Binary files differ
diff --git a/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt b/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
index 72e43c4..57c4e89 100644
--- a/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
@@ -424,7 +424,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 27.057 seconds)
+ **Total running time of the script:** ( 1 minutes 34.546 seconds)
.. _sphx_glr_download_how_to_compile_models_from_tensorflow.py:
diff --git a/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt b/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
index 187ccd0..acf7202 100644
--- a/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
@@ -5,24 +5,24 @@
Computation times
=================
-**06:42.354** total execution time for **how_to_compile_models** files:
+**07:04.754** total execution time for **how_to_compile_models** files:
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:35.975 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:40.896 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:27.057 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:34.546 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 01:05.355 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 01:07.274 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:44.333 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:45.527 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:39.394 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:41.460 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:27.542 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:30.407 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:27.198 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:28.390 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:12.532 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:13.318 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.968 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.935 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt
index e96a38d..c7d3c8d 100644
--- a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt
@@ -664,7 +664,7 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3992.5708 3992.7577 3996.7940 3988.6633 2.2321
+ 3994.4264 3994.7798 3999.6710 3990.1949 3.4176
@@ -672,7 +672,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 19.143 seconds)
+ **Total running time of the script:** ( 1 minutes 18.731 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_model_on_adreno.py:
diff --git a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
index 76a5fdc..41bfbda 100644
--- a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
Binary files differ
diff --git a/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt b/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt
index fc69b4f..78810e3 100644
--- a/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt
@@ -437,7 +437,7 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 14.3974 14.3806 15.1283 13.7828 0.4706
+ 15.0944 15.1739 15.4881 14.5856 0.2732
diff --git a/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt b/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt
index 0ce7ffb..4d991da 100644
--- a/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt
Binary files differ
diff --git a/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt b/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
index 2bd51f0..cd2f833 100644
--- a/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
Binary files differ
diff --git a/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt b/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt
index 87ebf30..f67a4ea 100644
--- a/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt
@@ -423,7 +423,7 @@
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 102.3289 102.2173 104.3303 101.9068 0.3865
+ 109.6443 109.6436 110.6690 108.4355 0.3597
diff --git a/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt b/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
index e36aebb..d4e553e 100644
--- a/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
@@ -5,24 +5,24 @@
Computation times
=================
-**09:45.025** total execution time for **how_to_deploy_models** files:
+**10:28.240** total execution time for **how_to_deploy_models** files:
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 03:28.038 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 03:51.517 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:27.996 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:35.965 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:19.143 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:18.731 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:51.725 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:55.506 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:50.372 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:54.018 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:48.427 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:50.806 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:29.767 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:30.936 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:29.550 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:30.754 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``) | 00:00.007 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``) | 00:00.008 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt b/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
index 82b2eed..ef24f79 100644
--- a/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
@@ -5,12 +5,12 @@
Computation times
=================
-**00:04.020** total execution time for **how_to_extend_tvm** files:
+**00:04.137** total execution time for **how_to_extend_tvm** files:
+-------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.778 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.868 | 0.0 MB |
+-------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.235 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.262 | 0.0 MB |
+-------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py` (``low_level_custom_pass.py``) | 00:00.007 | 0.0 MB |
+-------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt b/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
index 81e9399..d0bba2b 100644
--- a/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
+++ b/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
@@ -220,10 +220,10 @@
.. code-block:: none
Printing results of timing profile...
- InferType: 24923us [24923us] (48.54%; 48.54%)
- FoldScaleAxis: 26420us [8us] (51.46%; 51.46%)
- FoldConstant: 26412us [1756us] (51.44%; 99.97%)
- InferType: 24655us [24655us] (48.02%; 93.35%)
+ InferType: 24883us [24883us] (48.37%; 48.37%)
+ FoldScaleAxis: 26564us [9us] (51.63%; 51.63%)
+ FoldConstant: 26555us [1759us] (51.62%; 99.97%)
+ InferType: 24795us [24795us] (48.20%; 93.37%)
@@ -262,10 +262,10 @@
.. code-block:: none
Printing results of timing profile...
- InferType: 24710us [24710us] (48.48%; 48.48%)
- FoldScaleAxis: 26256us [7us] (51.52%; 51.52%)
- FoldConstant: 26249us [1792us] (51.50%; 99.97%)
- InferType: 24456us [24456us] (47.99%; 93.17%)
+ InferType: 24659us [24659us] (48.27%; 48.27%)
+ FoldScaleAxis: 26426us [9us] (51.73%; 51.73%)
+ FoldConstant: 26417us [1819us] (51.71%; 99.97%)
+ InferType: 24598us [24598us] (48.15%; 93.11%)
diff --git a/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt b/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt
index 3436eb6..f5a89fc 100644
--- a/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt
@@ -331,7 +331,7 @@
.. code-block:: none
- Convolution: 39.407520 ms
+ Convolution: 53.426048 ms
diff --git a/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt b/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt
index 68bd78a..5dae70d 100644
--- a/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt
@@ -598,7 +598,7 @@
.. code-block:: none
- conv2d with tensor core: 12.220211 ms
+ conv2d with tensor core: 12.210201 ms
diff --git a/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt b/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
index 6023334..be9e1e2 100644
--- a/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
@@ -134,8 +134,8 @@
.. code-block:: none
- Numpy running time: 0.013330
- Baseline: 3.380737
+ Numpy running time: 0.017945
+ Baseline: 3.414211
@@ -227,7 +227,7 @@
.. code-block:: none
- Opt1: 0.295026
+ Opt1: 0.305533
@@ -318,7 +318,7 @@
.. code-block:: none
- Opt2: 0.273729
+ Opt2: 0.294800
@@ -406,7 +406,7 @@
.. code-block:: none
- Opt3: 0.105735
+ Opt3: 0.114659
@@ -523,7 +523,7 @@
.. code-block:: none
- Opt4: 0.101938
+ Opt4: 0.104454
@@ -635,7 +635,7 @@
.. code-block:: none
- Opt5: 0.092212
+ Opt5: 0.095502
@@ -748,7 +748,7 @@
.. code-block:: none
- Opt6: 0.110581
+ Opt6: 0.113895
diff --git a/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt b/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
index 81088f9..ca4c46d 100644
--- a/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
@@ -5,12 +5,12 @@
Computation times
=================
-**00:31.603** total execution time for **how_to_optimize_operators** files:
+**00:33.092** total execution time for **how_to_optimize_operators** files:
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:28.586 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:29.912 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:01.907 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:01.977 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.110 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.202 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
index 35414b3..83cd9c5 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
@@ -5,18 +5,18 @@
Computation times
=================
-**03:31.815** total execution time for **how_to_tune_with_autoscheduler** files:
+**03:40.743** total execution time for **how_to_tune_with_autoscheduler** files:
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:32.024 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:37.333 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:09.806 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:11.889 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:19.283 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:19.888 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:16.379 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:16.708 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:14.225 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:14.827 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:00.097 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:00.099 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
index fb06a46..9935482 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
@@ -766,7 +766,7 @@
.. code-block:: none
- Execution time of this operator: 0.346 ms
+ Execution time of this operator: 0.343 ms
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
index b4ad256..7188573 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
@@ -633,7 +633,7 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3.2021 3.2022 3.2028 3.2014 0.0006
+ 3.2227 3.2237 3.2277 3.2168 0.0045
@@ -660,7 +660,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 9.806 seconds)
+ **Total running time of the script:** ( 1 minutes 11.889 seconds)
.. _sphx_glr_download_how_to_tune_with_autoscheduler_tune_network_cuda.py:
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
index a964084..0da9466 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
@@ -655,7 +655,7 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 693.3008 693.1793 693.5714 693.1516 0.1917
+ 708.6558 706.9259 713.1196 705.9218 3.1829
@@ -682,7 +682,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 32.024 seconds)
+ **Total running time of the script:** ( 1 minutes 37.333 seconds)
.. _sphx_glr_download_how_to_tune_with_autoscheduler_tune_network_x86.py:
diff --git a/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt b/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt
index 3bb629b..b05fdff 100644
--- a/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt
@@ -5,16 +5,16 @@
Computation times
=================
-**00:22.632** total execution time for **how_to_tune_with_autotvm** files:
+**00:22.930** total execution time for **how_to_tune_with_autotvm** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:22.596 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:22.894 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.020 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``) | 00:00.006 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``) | 00:00.005 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``) | 00:00.006 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``) | 00:00.005 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt b/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt
index d1d4b9d4..304dabe 100644
--- a/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt
@@ -326,7 +326,7 @@
Best config:
,None
- Time cost of this operator: 0.037017
+ Time cost of this operator: 0.037025
diff --git a/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt b/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt
index a2c0224..4f8c969 100644
--- a/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt
@@ -360,10 +360,10 @@
########## Build without Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
- tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 318.3 98.843 (1, 2, 10, 10, 3) 2 1 [318.3]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.802 0.87 (1, 6, 10, 10) 1 1 [2.802]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.924 0.287 (1, 1, 10, 10, 3) 1 1 [0.924]
- Total_time - 322.026 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 339.7 98.905 (1, 2, 10, 10, 3) 2 1 [339.7]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.835 0.825 (1, 6, 10, 10) 1 1 [2.835]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.925 0.269 (1, 1, 10, 10, 3) 1 1 [0.925]
+ Total_time - 343.461 - - - - -
@@ -428,10 +428,10 @@
########## Build with Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
- tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 131.0 97.994 (1, 6, 10, 10, 1) 2 1 [131.0]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.741 1.302 (1, 6, 10, 10) 1 1 [1.741]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.942 0.704 (1, 1, 10, 10, 3) 1 1 [0.942]
- Total_time - 133.682 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 99.188 97.394 (1, 6, 10, 10, 1) 2 1 [99.188]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.724 1.693 (1, 6, 10, 10) 1 1 [1.724]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.93 0.913 (1, 1, 10, 10, 3) 1 1 [0.93]
+ Total_time - 101.841 - - - - -
@@ -439,7 +439,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 23.321 seconds)
+ **Total running time of the script:** ( 1 minutes 23.179 seconds)
.. _sphx_glr_download_how_to_work_with_microtvm_micro_autotune.py:
diff --git a/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt b/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt
index 4fccd1e..7943124 100644
--- a/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt
Binary files differ
diff --git a/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt b/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
index 9458bfc..71ab0dd 100644
--- a/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
@@ -218,7 +218,7 @@
.. code-block:: none
- '/tmp/tmpihgw33o_/images/random'
+ '/tmp/tmpvqmlx1gg/images/random'
@@ -318,8 +318,8 @@
.. code-block:: none
- /tmp/tmpihgw33o_/images/target contains 8144 images
- /tmp/tmpihgw33o_/images/random contains 5000 images
+ /tmp/tmpvqmlx1gg/images/target contains 8144 images
+ /tmp/tmpvqmlx1gg/images/random contains 5000 images
@@ -494,13 +494,13 @@
.. code-block:: none
Epoch 1/3
- 328/328 - 45s - loss: 0.2237 - accuracy: 0.9242 - val_loss: 0.1509 - val_accuracy: 0.9483 - 45s/epoch - 137ms/step
+ 328/328 - 43s - loss: 0.2532 - accuracy: 0.9127 - val_loss: 0.1552 - val_accuracy: 0.9456 - 43s/epoch - 131ms/step
Epoch 2/3
- 328/328 - 42s - loss: 0.1070 - accuracy: 0.9614 - val_loss: 0.1613 - val_accuracy: 0.9471 - 42s/epoch - 129ms/step
+ 328/328 - 40s - loss: 0.1082 - accuracy: 0.9603 - val_loss: 0.1995 - val_accuracy: 0.9233 - 40s/epoch - 122ms/step
Epoch 3/3
- 328/328 - 42s - loss: 0.0721 - accuracy: 0.9745 - val_loss: 0.1378 - val_accuracy: 0.9562 - 42s/epoch - 129ms/step
+ 328/328 - 40s - loss: 0.0704 - accuracy: 0.9732 - val_loss: 0.1114 - val_accuracy: 0.9619 - 40s/epoch - 123ms/step
- <keras.callbacks.History object at 0x7f18a4541c70>
+ <keras.callbacks.History object at 0x7fcccf4facd0>
@@ -861,7 +861,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 5 minutes 13.816 seconds)
+ **Total running time of the script:** ( 5 minutes 17.157 seconds)
.. _sphx_glr_download_how_to_work_with_microtvm_micro_train.py:
diff --git a/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt
index c3565d5..258bfcd 100644
--- a/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt
@@ -5,20 +5,20 @@
Computation times
=================
-**08:33.878** total execution time for **how_to_work_with_microtvm** files:
+**08:40.063** total execution time for **how_to_work_with_microtvm** files:
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 05:13.816 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 05:17.157 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:27.509 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:29.669 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:23.321 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:23.179 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:11.315 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:11.762 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:10.355 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:10.550 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:07.562 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:07.746 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_microtvm_micro_ethosu.py` (``micro_ethosu.py``) | 00:00.000 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
index 3ffc2ff..c95040c 100644
--- a/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**00:37.817** total execution time for **how_to_work_with_relay** files:
+**00:40.061** total execution time for **how_to_work_with_relay** files:
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:32.455 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:34.335 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:03.604 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:03.814 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.752 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.907 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_relay_using_relay_viz.py` (``using_relay_viz.py``) | 00:00.006 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt b/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
index c0fe925..61c8e07 100644
--- a/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
@@ -281,7 +281,7 @@
.. code-block:: none
- <function my_cuda_math_rule at 0x7f18ecffe040>
+ <function my_cuda_math_rule at 0x7fccded370d0>
diff --git a/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
index ea7643b..650a7e0 100644
--- a/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
@@ -5,22 +5,22 @@
Computation times
=================
-**00:05.155** total execution time for **how_to_work_with_schedules** files:
+**00:05.339** total execution time for **how_to_work_with_schedules** files:
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``) | 00:02.308 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``) | 00:02.415 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:01.254 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:01.261 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.668 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.693 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.651 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.678 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.114 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.122 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.067 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.072 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``) | 00:00.062 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``) | 00:00.067 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_schedules_tuple_inputs.py` (``tuple_inputs.py``) | 00:00.031 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt b/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
index d27437e..53d8489 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
@@ -337,7 +337,7 @@
/workspace/python/tvm/relay/build_module.py:345: DeprecationWarning: Please use input parameter mod (tvm.IRModule) instead of deprecated parameter mod (tvm.relay.function.Function)
warnings.warn(
- yolov3-tiny inference graph built in 27.02s!
+ yolov3-tiny inference graph built in 27.99s!
@@ -445,6 +445,11 @@
+.. rst-class:: sphx-glr-timing
+
+ **Total running time of the script:** ( 1 minutes 0.847 seconds)
+
+
.. _sphx_glr_download_topic_vta_tutorials_frontend_deploy_detection.py:
.. only:: html
diff --git a/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
index c49cd19..87f1534 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
@@ -5,8 +5,8 @@
Computation times
=================
-**00:59.480** total execution time for **topic_vta_tutorials_frontend** files:
+**01:00.847** total execution time for **topic_vta_tutorials_frontend** files:
+--------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 00:59.480 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 01:00.847 | 0.0 MB |
+--------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
index 8b7804e..03db7b7 100644
--- a/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:03.167** total execution time for **topic_vta_tutorials_optimize** files:
+**00:03.209** total execution time for **topic_vta_tutorials_optimize** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.710 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.744 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.457 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.464 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
index 43fb542..3a7c8aa 100644
--- a/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:00.733** total execution time for **topic_vta_tutorials** files:
+**00:00.762** total execution time for **topic_vta_tutorials** files:
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.381 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.396 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.352 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.367 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
index d224d4e..b70ed52 100644
--- a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
@@ -318,7 +318,7 @@
.. code-block:: none
- Execution time of this operator: 85.341 ms
+ Execution time of this operator: 93.027 ms
@@ -434,7 +434,7 @@
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 19.109 seconds)
+ **Total running time of the script:** ( 1 minutes 36.659 seconds)
.. _sphx_glr_download_tutorial_auto_scheduler_matmul_x86.py:
diff --git a/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt b/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
index f60264a..7a3a217 100644
--- a/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
@@ -454,16 +454,16 @@
waiting for device...
device available
Get devices for measurement successfully!
- No: 1 GFLOPS: 7.85/7.85 result: MeasureResult(costs=(0.034205666600000004,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8223867416381836, timestamp=1721971155.6739945) [('tile_y', [-1, 64]), ('tile_x', [-1, 16])],None,46
- No: 2 GFLOPS: 12.91/12.91 result: MeasureResult(costs=(0.0207955368,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5819435119628906, timestamp=1721971156.2583444) [('tile_y', [-1, 256]), ('tile_x', [-1, 512])],None,98
- No: 3 GFLOPS: 10.66/12.91 result: MeasureResult(costs=(0.025181222800000003,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6522846221923828, timestamp=1721971156.904617) [('tile_y', [-1, 2]), ('tile_x', [-1, 8])],None,31
- No: 4 GFLOPS: 7.67/12.91 result: MeasureResult(costs=(0.0350104522,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7915530204772949, timestamp=1721971157.709154) [('tile_y', [-1, 2]), ('tile_x', [-1, 4])],None,21
- No: 5 GFLOPS: 13.06/13.06 result: MeasureResult(costs=(0.0205564554,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6598048210144043, timestamp=1721971158.4781573) [('tile_y', [-1, 64]), ('tile_x', [-1, 32])],None,56
- No: 6 GFLOPS: 8.12/13.06 result: MeasureResult(costs=(0.0330670188,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8003878593444824, timestamp=1721971159.2496128) [('tile_y', [-1, 32]), ('tile_x', [-1, 16])],None,45
- No: 7 GFLOPS: 2.02/13.06 result: MeasureResult(costs=(0.132936944,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.370530128479004, timestamp=1721971161.622211) [('tile_y', [-1, 8]), ('tile_x', [-1, 1])],None,3
- No: 8 GFLOPS: 11.40/13.06 result: MeasureResult(costs=(0.0235556354,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.627281665802002, timestamp=1721971162.2434711) [('tile_y', [-1, 4]), ('tile_x', [-1, 32])],None,52
- No: 9 GFLOPS: 3.14/13.06 result: MeasureResult(costs=(0.0854448444,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.5837879180908203, timestamp=1721971164.039624) [('tile_y', [-1, 16]), ('tile_x', [-1, 2])],None,14
- No: 10 GFLOPS: 10.73/13.06 result: MeasureResult(costs=(0.025018576999999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7262876033782959, timestamp=1721971164.6964664) [('tile_y', [-1, 2]), ('tile_x', [-1, 128])],None,71
+ No: 1 GFLOPS: 0.83/0.83 result: MeasureResult(costs=(0.3222474818,), error_no=MeasureErrorNo.NO_ERROR, all_cost=5.426053524017334, timestamp=1722005225.4206042) [('tile_y', [-1, 512]), ('tile_x', [-1, 2])],None,19
+ No: 2 GFLOPS: 7.36/7.36 result: MeasureResult(costs=(0.0364923974,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.858079195022583, timestamp=1722005226.2668524) [('tile_y', [-1, 2]), ('tile_x', [-1, 8])],None,31
+ No: 3 GFLOPS: 1.05/7.36 result: MeasureResult(costs=(0.2557349872,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.342572927474976, timestamp=1722005230.620449) [('tile_y', [-1, 256]), ('tile_x', [-1, 2])],None,18
+ No: 4 GFLOPS: 9.85/9.85 result: MeasureResult(costs=(0.027251829400000004,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7493293285369873, timestamp=1722005231.314732) [('tile_y', [-1, 1]), ('tile_x', [-1, 64])],None,60
+ No: 5 GFLOPS: 11.23/11.23 result: MeasureResult(costs=(0.0238938114,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.657935380935669, timestamp=1722005232.1275086) [('tile_y', [-1, 256]), ('tile_x', [-1, 32])],None,58
+ No: 6 GFLOPS: 3.76/11.23 result: MeasureResult(costs=(0.0713339628,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.4227254390716553, timestamp=1722005233.5247965) [('tile_y', [-1, 128]), ('tile_x', [-1, 8])],None,37
+ No: 7 GFLOPS: 8.81/11.23 result: MeasureResult(costs=(0.0304681294,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8224871158599854, timestamp=1722005234.28818) [('tile_y', [-1, 512]), ('tile_x', [-1, 128])],None,79
+ No: 8 GFLOPS: 14.06/14.06 result: MeasureResult(costs=(0.019091788199999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6184821128845215, timestamp=1722005234.8617175) [('tile_y', [-1, 8]), ('tile_x', [-1, 256])],None,83
+ No: 9 GFLOPS: 1.05/14.06 result: MeasureResult(costs=(0.2557102932,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.315839767456055, timestamp=1722005239.2925298) [('tile_y', [-1, 64]), ('tile_x', [-1, 2])],None,16
+ No: 10 GFLOPS: 11.89/14.06 result: MeasureResult(costs=(0.022572179399999996,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5994124412536621, timestamp=1722005239.9226372) [('tile_y', [-1, 128]), ('tile_x', [-1, 512])],None,97
diff --git a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
index 99f5ec0..ec122a0 100644
--- a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
Binary files differ
diff --git a/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt b/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
index 2e13981..d88ed55 100644
--- a/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
+++ b/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
@@ -274,7 +274,7 @@
.. code-block:: none
- 1.079e-07 secs/op
+ 1.325e-07 secs/op
diff --git a/docs/_sources/tutorial/intro_topi.rst.txt b/docs/_sources/tutorial/intro_topi.rst.txt
index ceab8d8..623feb9 100644
--- a/docs/_sources/tutorial/intro_topi.rst.txt
+++ b/docs/_sources/tutorial/intro_topi.rst.txt
@@ -270,7 +270,7 @@
.. code-block:: none
- [stage(a, placeholder(a, 0x624c400)), stage(b, placeholder(b, 0x12b29f30)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[a[ax0, ax1, ax2] * b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_elemwise_sum, compute(T_elemwise_sum, body=[T_add[ax0, ax1, ax2] + T_multiply[ax0, ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide, compute(T_divide, body=[T_elemwise_sum[ax0, ax1, ax2] / T.float32(2)], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide_red.rf, compute(T_divide_red.rf, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide[(k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 % 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) % 10]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], condition=T.likely((k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10 < 100 and (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 < 1000 and k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024 < 10000), value_index=0)], axis=[T.iter_var(k0_k1_fused_k2_fused_inner, T.Range(0, 1024), "DataPar", "")], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], tag=, attrs={})), stage(T_divide_red, compute(T_divide_red.repl, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide_red.rf[k0_k1_fused_k2_fused_inner_v]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], condition=T.bool(True), value_index=0)], axis=[], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], tag=, attrs={}))]
+ [stage(a, placeholder(a, 0x1127fd60)), stage(b, placeholder(b, 0x7ab7020)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[a[ax0, ax1, ax2] * b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_elemwise_sum, compute(T_elemwise_sum, body=[T_add[ax0, ax1, ax2] + T_multiply[ax0, ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide, compute(T_divide, body=[T_elemwise_sum[ax0, ax1, ax2] / T.float32(2)], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide_red.rf, compute(T_divide_red.rf, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide[(k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 % 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) % 10]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], condition=T.likely((k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10 < 100 and (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 < 1000 and k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024 < 10000), value_index=0)], axis=[T.iter_var(k0_k1_fused_k2_fused_inner, T.Range(0, 1024), "DataPar", "")], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], tag=, attrs={})), stage(T_divide_red, compute(T_divide_red.repl, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide_red.rf[k0_k1_fused_k2_fused_inner_v]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], condition=T.bool(True), value_index=0)], axis=[], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], tag=, attrs={}))]
diff --git a/docs/_sources/tutorial/sg_execution_times.rst.txt b/docs/_sources/tutorial/sg_execution_times.rst.txt
index 8a8ba7a..d29f94c 100644
--- a/docs/_sources/tutorial/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorial/sg_execution_times.rst.txt
@@ -5,32 +5,32 @@
Computation times
=================
-**16:17.540** total execution time for **tutorial** files:
+**16:31.331** total execution time for **tutorial** files:
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 13:03.508 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 12:45.765 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:19.109 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:36.659 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 00:57.158 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 00:56.832 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:40.095 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:43.749 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:15.308 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:25.922 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:01.383 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:01.349 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.806 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.869 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.174 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.185 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_uma.py` (``uma.py``) | 00:00.000 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tvmc_command_line_driver.py` (``tvmc_command_line_driver.py``) | 00:00.000 | 0.0 MB |
-+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_tvmc_python.py` (``tvmc_python.py``) | 00:00.000 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_introduction.py` (``introduction.py``) | 00:00.000 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tvmc_command_line_driver.py` (``tvmc_command_line_driver.py``) | 00:00.000 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_install.py` (``install.py``) | 00:00.000 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
+| :ref:`sphx_glr_tutorial_introduction.py` (``introduction.py``) | 00:00.000 | 0.0 MB |
++------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
index 60b7446..4399c20 100644
--- a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
+++ b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
@@ -285,7 +285,7 @@
.. code-block:: none
- Numpy running time: 0.000005
+ Numpy running time: 0.000007
naive: 0.000006
@@ -389,7 +389,7 @@
.. code-block:: none
- parallel: 0.000008
+ parallel: 0.000006
@@ -498,10 +498,10 @@
.. code-block:: none
Operator Timing Performance
- numpy 5.25532999972711e-06 1.0
- naive 6.4786e-06 1.2327674951594687
- parallel 7.838299999999999e-06 1.4914953010385672
- vector 3.86519e-05 7.354799794115128
+ numpy 6.55585999993491e-06 1.0
+ naive 5.6102e-06 0.855753478575763
+ parallel 5.837200000000001e-06 0.8903789891879869
+ vector 3.86503e-05 5.895534682007203
@@ -922,7 +922,7 @@
.. code-block:: none
- Numpy running time: 0.014316
+ Numpy running time: 0.014823
@@ -980,7 +980,7 @@
.. code-block:: none
- none: 3.331092
+ none: 3.220115
@@ -1080,7 +1080,7 @@
.. code-block:: none
- blocking: 0.269011
+ blocking: 0.292995
@@ -1164,7 +1164,7 @@
.. code-block:: none
- vectorization: 0.250313
+ vectorization: 0.280188
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1230,7 +1230,7 @@
.. code-block:: none
- loop permutation: 0.102334
+ loop permutation: 0.110727
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1321,7 +1321,7 @@
.. code-block:: none
- array packing: 0.095080
+ array packing: 0.102696
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1404,7 +1404,7 @@
.. code-block:: none
- block caching: 0.087075
+ block caching: 0.094522
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1478,7 +1478,7 @@
.. code-block:: none
- parallelization: 0.105277
+ parallelization: 0.113254
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1548,13 +1548,13 @@
.. code-block:: none
Operator Timing Performance
- none 3.33109185 1.0
- blocking 0.26901063669999997 0.08075749598438721
- vectorization 0.25031290689999997 0.07514440254777123
- loop permutation 0.10233436339999999 0.030720967180775875
- array packing 0.09507984350000001 0.02854314674631383
- block caching 0.0870746027 0.02613995849438976
- parallelization 0.10527708629999999 0.031604378096028785
+ none 3.2201153585 1.0
+ blocking 0.29299493940000004 0.09098895746905274
+ vectorization 0.2801880437 0.0870118031518342
+ loop permutation 0.1107265664 0.034385900526116196
+ array packing 0.1026958877 0.03189199027572664
+ block caching 0.0945219038 0.02935357689919232
+ parallelization 0.1132544879 0.03517094119036667
diff --git a/docs/commit_hash b/docs/commit_hash
index cb4c84b..cc5c0fa 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-1b6c00d7560afded9b5380abfd3f182461b9448d
+df33d73ceca1d0c4ba280cfbcce504b232111d4c
diff --git a/docs/how_to/compile_models/from_darknet.html b/docs/how_to/compile_models/from_darknet.html
index 12cb3ca..83d83bb 100644
--- a/docs/how_to/compile_models/from_darknet.html
+++ b/docs/how_to/compile_models/from_darknet.html
@@ -614,7 +614,7 @@
class:['bicycle 0.9984'] left:111 top:113 right:577 bottom:447
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 35.975 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 40.896 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-darknet-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7716f96385bd5abb6e822041e285be54/from_darknet.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_darknet.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/from_keras.html b/docs/how_to/compile_models/from_keras.html
index 233927e..dc2c81e 100644
--- a/docs/how_to/compile_models/from_keras.html
+++ b/docs/how_to/compile_models/from_keras.html
@@ -535,7 +535,7 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Relay top-1 id: 285, class name: Egyptian cat
1/1 [==============================] - ETA: 0s
-1/1 [==============================] - 1s 899ms/step
+1/1 [==============================] - 1s 953ms/step
Keras top-1 id: 285, class name: Egyptian cat
</pre></div>
</div>
diff --git a/docs/how_to/compile_models/from_oneflow.html b/docs/how_to/compile_models/from_oneflow.html
index 4fa4f3b..25c4879 100644
--- a/docs/how_to/compile_models/from_oneflow.html
+++ b/docs/how_to/compile_models/from_oneflow.html
@@ -478,13 +478,15 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://oneflow-public.oss-cn-beijing.aliyuncs.com/model_zoo/flowvision/classification/ResNet/resnet18.zip" to /workspace/.oneflow/flowvision_cache/resnet18.zip
0%| | 0.00/41.5M [00:00<?, ?B/s]
- 19%|#9 | 7.99M/41.5M [00:00<00:00, 41.4MB/s]
- 35%|###4 | 14.3M/41.5M [00:00<00:00, 35.5MB/s]
- 43%|####2 | 17.7M/41.5M [00:00<00:00, 34.4MB/s]
- 54%|#####3 | 22.3M/41.5M [00:00<00:00, 27.9MB/s]
- 70%|######9 | 28.9M/41.5M [00:00<00:00, 37.4MB/s]
- 88%|########8 | 36.7M/41.5M [00:00<00:00, 48.3MB/s]
-100%|##########| 41.5M/41.5M [00:01<00:00, 39.3MB/s]
+ 15%|#5 | 6.33M/41.5M [00:00<00:00, 54.0MB/s]
+ 28%|##7 | 11.5M/41.5M [00:00<00:00, 37.5MB/s]
+ 37%|###6 | 15.3M/41.5M [00:00<00:00, 29.2MB/s]
+ 44%|####3 | 18.2M/41.5M [00:00<00:00, 29.2MB/s]
+ 54%|#####3 | 22.3M/41.5M [00:00<00:00, 26.3MB/s]
+ 60%|###### | 25.0M/41.5M [00:00<00:00, 24.6MB/s]
+ 77%|#######7 | 32.0M/41.5M [00:01<00:00, 34.8MB/s]
+ 92%|#########2| 38.3M/41.5M [00:01<00:00, 33.2MB/s]
+100%|##########| 41.5M/41.5M [00:01<00:00, 33.0MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_paddle.html b/docs/how_to/compile_models/from_paddle.html
index 566f16f..fc87293 100644
--- a/docs/how_to/compile_models/from_paddle.html
+++ b/docs/how_to/compile_models/from_paddle.html
@@ -513,7 +513,7 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>TVM prediction top-1 id: 282, class name: 282: 'tiger cat',
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 5.355 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 7.274 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-paddle-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/16269b77359771348d507395692524cf/from_paddle.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_paddle.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/from_pytorch.html b/docs/how_to/compile_models/from_pytorch.html
index 2d8ded6..9b381e2 100644
--- a/docs/how_to/compile_models/from_pytorch.html
+++ b/docs/how_to/compile_models/from_pytorch.html
@@ -461,15 +461,14 @@
Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to /workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
0%| | 0.00/44.7M [00:00<?, ?B/s]
- 14%|#4 | 6.30M/44.7M [00:00<00:00, 46.5MB/s]
- 32%|###1 | 14.3M/44.7M [00:00<00:00, 65.1MB/s]
- 47%|####6 | 20.8M/44.7M [00:00<00:00, 54.9MB/s]
- 59%|#####8 | 26.3M/44.7M [00:00<00:00, 42.5MB/s]
- 69%|######8 | 30.8M/44.7M [00:00<00:00, 43.3MB/s]
- 79%|#######8 | 35.2M/44.7M [00:00<00:00, 42.0MB/s]
- 88%|########8 | 39.4M/44.7M [00:00<00:00, 39.8MB/s]
- 97%|#########6| 43.3M/44.7M [00:01<00:00, 39.4MB/s]
-100%|##########| 44.7M/44.7M [00:01<00:00, 44.8MB/s]
+ 16%|#6 | 7.25M/44.7M [00:00<00:00, 75.8MB/s]
+ 32%|###2 | 14.5M/44.7M [00:00<00:00, 47.9MB/s]
+ 44%|####3 | 19.6M/44.7M [00:00<00:00, 38.9MB/s]
+ 54%|#####4 | 24.1M/44.7M [00:00<00:00, 39.9MB/s]
+ 72%|#######1 | 32.0M/44.7M [00:00<00:00, 42.6MB/s]
+ 86%|########5 | 38.3M/44.7M [00:00<00:00, 44.2MB/s]
+ 95%|#########5| 42.6M/44.7M [00:01<00:00, 44.3MB/s]
+100%|##########| 44.7M/44.7M [00:01<00:00, 45.3MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_tensorflow.html b/docs/how_to/compile_models/from_tensorflow.html
index 05e3c5a..d95629c 100644
--- a/docs/how_to/compile_models/from_tensorflow.html
+++ b/docs/how_to/compile_models/from_tensorflow.html
@@ -678,7 +678,7 @@
desk (score = 0.00019)
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 27.057 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 34.546 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-tensorflow-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7f1d3d1b878694c201c614c807cdebc8/from_tensorflow.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_tensorflow.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/sg_execution_times.html b/docs/how_to/compile_models/sg_execution_times.html
index 49f7314..453d889 100644
--- a/docs/how_to/compile_models/sg_execution_times.html
+++ b/docs/how_to/compile_models/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-compile-models-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>06:42.354</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
+<p><strong>07:04.754</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 81%" />
@@ -379,39 +379,39 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="from_darknet.html#sphx-glr-how-to-compile-models-from-darknet-py"><span class="std std-ref">Compile YOLO-V2 and YOLO-V3 in DarkNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_darknet.py</span></code>)</p></td>
-<td><p>01:35.975</p></td>
+<td><p>01:40.896</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_tensorflow.html#sphx-glr-how-to-compile-models-from-tensorflow-py"><span class="std std-ref">Compile Tensorflow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tensorflow.py</span></code>)</p></td>
-<td><p>01:27.057</p></td>
+<td><p>01:34.546</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_paddle.html#sphx-glr-how-to-compile-models-from-paddle-py"><span class="std std-ref">Compile PaddlePaddle Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_paddle.py</span></code>)</p></td>
-<td><p>01:05.355</p></td>
+<td><p>01:07.274</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_oneflow.html#sphx-glr-how-to-compile-models-from-oneflow-py"><span class="std std-ref">Compile OneFlow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_oneflow.py</span></code>)</p></td>
-<td><p>00:44.333</p></td>
+<td><p>00:45.527</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_coreml.html#sphx-glr-how-to-compile-models-from-coreml-py"><span class="std std-ref">Compile CoreML Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_coreml.py</span></code>)</p></td>
-<td><p>00:39.394</p></td>
+<td><p>00:41.460</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_pytorch.html#sphx-glr-how-to-compile-models-from-pytorch-py"><span class="std std-ref">Compile PyTorch Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_pytorch.py</span></code>)</p></td>
-<td><p>00:27.542</p></td>
+<td><p>00:30.407</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_keras.html#sphx-glr-how-to-compile-models-from-keras-py"><span class="std std-ref">Compile Keras Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_keras.py</span></code>)</p></td>
-<td><p>00:27.198</p></td>
+<td><p>00:28.390</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_tflite.html#sphx-glr-how-to-compile-models-from-tflite-py"><span class="std std-ref">Compile TFLite Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tflite.py</span></code>)</p></td>
-<td><p>00:12.532</p></td>
+<td><p>00:13.318</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_onnx.html#sphx-glr-how-to-compile-models-from-onnx-py"><span class="std std-ref">Compile ONNX Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_onnx.py</span></code>)</p></td>
-<td><p>00:02.968</p></td>
+<td><p>00:02.935</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/deploy_models/deploy_model_on_adreno.html b/docs/how_to/deploy_models/deploy_model_on_adreno.html
index 7358de3..00b018a 100644
--- a/docs/how_to/deploy_models/deploy_model_on_adreno.html
+++ b/docs/how_to/deploy_models/deploy_model_on_adreno.html
@@ -854,10 +854,10 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3992.5708 3992.7577 3996.7940 3988.6633 2.2321
+ 3994.4264 3994.7798 3999.6710 3990.1949 3.4176
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 19.143 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 18.731 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-model-on-adreno-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/2387d8448da213eb625e6b3d916327d4/deploy_model_on_adreno.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_model_on_adreno.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html b/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html
index 9808590..4d8a62e 100644
--- a/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html
+++ b/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html
@@ -468,33 +468,33 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels.h5
8192/102967424 [..............................] - ETA: 0s
- 6635520/102967424 [>.............................] - ETA: 2s
- 8380416/102967424 [=>............................] - ETA: 2s
- 15024128/102967424 [===>..........................] - ETA: 2s
- 16769024/102967424 [===>..........................] - ETA: 2s
- 23412736/102967424 [=====>........................] - ETA: 1s
- 25157632/102967424 [======>.......................] - ETA: 1s
+ 6635520/102967424 [>.............................] - ETA: 1s
+ 8380416/102967424 [=>............................] - ETA: 1s
+ 15024128/102967424 [===>..........................] - ETA: 1s
+ 16769024/102967424 [===>..........................] - ETA: 1s
+ 23412736/102967424 [=====>........................] - ETA: 2s
+ 25157632/102967424 [======>.......................] - ETA: 2s
+ 32923648/102967424 [========>.....................] - ETA: 1s
33546240/102967424 [========>.....................] - ETA: 1s
40189952/102967424 [==========>...................] - ETA: 1s
41934848/102967424 [===========>..................] - ETA: 1s
- 42065920/102967424 [===========>..................] - ETA: 1s
48578560/102967424 [=============>................] - ETA: 1s
50323456/102967424 [=============>................] - ETA: 1s
56967168/102967424 [===============>..............] - ETA: 1s
58712064/102967424 [================>.............] - ETA: 1s
65355776/102967424 [==================>...........] - ETA: 1s
67100672/102967424 [==================>...........] - ETA: 1s
- 69296128/102967424 [===================>..........] - ETA: 0s
- 73744384/102967424 [====================>.........] - ETA: 0s
- 75489280/102967424 [====================>.........] - ETA: 0s
+ 69296128/102967424 [===================>..........] - ETA: 1s
+ 73744384/102967424 [====================>.........] - ETA: 1s
+ 75489280/102967424 [====================>.........] - ETA: 1s
82124800/102967424 [======================>.......] - ETA: 0s
83877888/102967424 [=======================>......] - ETA: 0s
90521600/102967424 [=========================>....] - ETA: 0s
92266496/102967424 [=========================>....] - ETA: 0s
98910208/102967424 [===========================>..] - ETA: 0s
100646912/102967424 [============================>.] - ETA: 0s
-102850560/102967424 [============================>.] - ETA: 0s
-102967424/102967424 [==============================] - 3s 0us/step
+102924288/102967424 [============================>.] - ETA: 0s
+102967424/102967424 [==============================] - 4s 0us/step
</pre></div>
</div>
</div>
diff --git a/docs/how_to/deploy_models/deploy_model_on_android.html b/docs/how_to/deploy_models/deploy_model_on_android.html
index 1e0bddb..ea33936 100644
--- a/docs/how_to/deploy_models/deploy_model_on_android.html
+++ b/docs/how_to/deploy_models/deploy_model_on_android.html
@@ -692,7 +692,7 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 14.3974 14.3806 15.1283 13.7828 0.4706
+ 15.0944 15.1739 15.4881 14.5856 0.2732
</pre></div>
</div>
</div>
diff --git a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
index 319ea2a..ae91b3b 100644
--- a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
+++ b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
@@ -484,37 +484,39 @@
Downloading: "https://download.pytorch.org/models/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth" to /workspace/.cache/torch/hub/checkpoints/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth
0%| | 0.00/170M [00:00<?, ?B/s]
- 4%|3 | 6.30M/170M [00:00<00:03, 55.3MB/s]
- 7%|6 | 11.6M/170M [00:00<00:03, 49.4MB/s]
- 10%|9 | 16.3M/170M [00:00<00:05, 28.3MB/s]
- 14%|#4 | 24.0M/170M [00:00<00:04, 31.0MB/s]
- 18%|#7 | 30.3M/170M [00:00<00:04, 32.1MB/s]
- 20%|#9 | 33.6M/170M [00:01<00:05, 27.5MB/s]
- 24%|##3 | 40.0M/170M [00:01<00:04, 29.2MB/s]
- 28%|##8 | 47.7M/170M [00:01<00:03, 38.0MB/s]
- 31%|### | 51.8M/170M [00:01<00:03, 35.3MB/s]
- 35%|###4 | 59.2M/170M [00:01<00:02, 44.2MB/s]
- 38%|###7 | 64.1M/170M [00:01<00:02, 37.8MB/s]
- 42%|####2 | 72.0M/170M [00:02<00:02, 42.0MB/s]
- 45%|####4 | 76.4M/170M [00:02<00:02, 38.1MB/s]
- 47%|####7 | 80.3M/170M [00:02<00:02, 35.2MB/s]
- 51%|##### | 86.3M/170M [00:02<00:02, 37.7MB/s]
- 53%|#####3 | 90.0M/170M [00:02<00:02, 32.9MB/s]
- 56%|#####5 | 94.3M/170M [00:02<00:02, 33.8MB/s]
- 57%|#####7 | 97.6M/170M [00:02<00:02, 31.3MB/s]
- 61%|######1 | 104M/170M [00:03<00:01, 35.0MB/s]
- 66%|######5 | 112M/170M [00:03<00:01, 45.2MB/s]
- 70%|######9 | 119M/170M [00:03<00:01, 51.4MB/s]
- 73%|#######3 | 124M/170M [00:03<00:00, 52.0MB/s]
- 76%|#######6 | 129M/170M [00:03<00:01, 32.2MB/s]
- 79%|#######9 | 134M/170M [00:03<00:01, 32.8MB/s]
- 81%|########1 | 138M/170M [00:04<00:01, 29.0MB/s]
- 85%|########4 | 144M/170M [00:04<00:00, 32.9MB/s]
- 88%|########8 | 150M/170M [00:04<00:00, 27.3MB/s]
- 90%|######### | 153M/170M [00:04<00:00, 26.1MB/s]
- 93%|#########3| 158M/170M [00:04<00:00, 27.3MB/s]
- 98%|#########7| 166M/170M [00:04<00:00, 36.8MB/s]
-100%|##########| 170M/170M [00:05<00:00, 34.0MB/s]
+ 4%|3 | 6.30M/170M [00:00<00:07, 23.5MB/s]
+ 5%|5 | 8.55M/170M [00:00<00:08, 20.3MB/s]
+ 8%|8 | 14.3M/170M [00:00<00:06, 24.1MB/s]
+ 10%|9 | 16.5M/170M [00:00<00:06, 23.2MB/s]
+ 13%|#3 | 22.3M/170M [00:00<00:05, 26.3MB/s]
+ 15%|#4 | 24.7M/170M [00:01<00:06, 25.1MB/s]
+ 18%|#7 | 30.3M/170M [00:01<00:05, 28.0MB/s]
+ 19%|#9 | 32.9M/170M [00:01<00:05, 27.3MB/s]
+ 24%|##3 | 40.0M/170M [00:01<00:04, 32.7MB/s]
+ 27%|##7 | 46.3M/170M [00:01<00:03, 37.2MB/s]
+ 31%|###1 | 52.7M/170M [00:01<00:02, 44.1MB/s]
+ 34%|###3 | 57.1M/170M [00:01<00:02, 40.4MB/s]
+ 37%|###6 | 62.3M/170M [00:02<00:03, 36.4MB/s]
+ 39%|###9 | 66.5M/170M [00:02<00:02, 38.0MB/s]
+ 42%|####2 | 72.0M/170M [00:02<00:02, 40.5MB/s]
+ 46%|####6 | 78.3M/170M [00:02<00:02, 33.3MB/s]
+ 48%|####8 | 81.8M/170M [00:02<00:04, 21.5MB/s]
+ 51%|##### | 86.3M/170M [00:03<00:03, 24.8MB/s]
+ 53%|#####3 | 90.4M/170M [00:03<00:02, 28.0MB/s]
+ 57%|#####6 | 96.0M/170M [00:03<00:02, 28.2MB/s]
+ 61%|######1 | 104M/170M [00:03<00:02, 30.2MB/s]
+ 66%|######5 | 112M/170M [00:03<00:01, 34.6MB/s]
+ 71%|####### | 120M/170M [00:04<00:01, 36.6MB/s]
+ 75%|#######5 | 128M/170M [00:04<00:01, 44.1MB/s]
+ 78%|#######7 | 132M/170M [00:04<00:00, 42.1MB/s]
+ 81%|######## | 137M/170M [00:04<00:01, 32.6MB/s]
+ 85%|########4 | 144M/170M [00:04<00:00, 36.1MB/s]
+ 88%|########8 | 150M/170M [00:04<00:00, 39.0MB/s]
+ 91%|######### | 154M/170M [00:05<00:00, 27.9MB/s]
+ 93%|#########3| 158M/170M [00:05<00:00, 16.5MB/s]
+ 95%|#########4| 161M/170M [00:05<00:00, 17.4MB/s]
+ 98%|#########7| 166M/170M [00:05<00:00, 22.1MB/s]
+100%|##########| 170M/170M [00:06<00:00, 29.5MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/nn/functional.py:3912: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).
(torch.floor((input.size(i + 2).float() * torch.tensor(scale_factors[i], dtype=torch.float32)).float()))
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/ops/boxes.py:157: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).
@@ -601,7 +603,7 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Get 9 valid boxes
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 28.038 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 51.517 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-object-detection-pytorch-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7795da4b258c8feff986668b95ef57ad/deploy_object_detection_pytorch.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_object_detection_pytorch.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_prequantized.html b/docs/how_to/deploy_models/deploy_prequantized.html
index efd5768..9073973 100644
--- a/docs/how_to/deploy_models/deploy_prequantized.html
+++ b/docs/how_to/deploy_models/deploy_prequantized.html
@@ -525,9 +525,10 @@
Downloading: "https://download.pytorch.org/models/mobilenet_v2-b0353104.pth" to /workspace/.cache/torch/hub/checkpoints/mobilenet_v2-b0353104.pth
0%| | 0.00/13.6M [00:00<?, ?B/s]
- 47%|####6 | 6.30M/13.6M [00:00<00:00, 33.2MB/s]
- 90%|########9 | 12.2M/13.6M [00:00<00:00, 30.3MB/s]
-100%|##########| 13.6M/13.6M [00:00<00:00, 33.8MB/s]
+ 47%|####6 | 6.30M/13.6M [00:00<00:00, 31.8MB/s]
+ 69%|######8 | 9.34M/13.6M [00:00<00:00, 21.2MB/s]
+ 90%|########9 | 12.2M/13.6M [00:00<00:00, 22.4MB/s]
+100%|##########| 13.6M/13.6M [00:00<00:00, 25.6MB/s]
</pre></div>
</div>
</div>
@@ -612,7 +613,7 @@
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 84.6949 84.6635 85.1673 84.3206 0.2313
+ 87.9379 87.9031 91.7352 87.4494 0.4585
</pre></div>
</div>
<div class="admonition note">
@@ -651,7 +652,7 @@
<div class="section" id="deploy-a-quantized-tflite-model">
<h2>Deploy a quantized TFLite Model<a class="headerlink" href="#deploy-a-quantized-tflite-model" title="Permalink to this headline">¶</a></h2>
<p>TODO</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 27.996 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 35.965 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-prequantized-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/fb8217c13f4351224c6cf3aacf1a87fc/deploy_prequantized.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_prequantized.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_prequantized_tflite.html b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
index 17470d3..95e7769 100644
--- a/docs/how_to/deploy_models/deploy_prequantized_tflite.html
+++ b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
@@ -610,7 +610,7 @@
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 102.3289 102.2173 104.3303 101.9068 0.3865
+ 109.6443 109.6436 110.6690 108.4355 0.3597
</pre></div>
</div>
<div class="admonition note">
diff --git a/docs/how_to/deploy_models/sg_execution_times.html b/docs/how_to/deploy_models/sg_execution_times.html
index adeea06..10cd62f 100644
--- a/docs/how_to/deploy_models/sg_execution_times.html
+++ b/docs/how_to/deploy_models/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-deploy-models-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>09:45.025</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
+<p><strong>10:28.240</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 86%" />
@@ -379,39 +379,39 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_object_detection_pytorch.html#sphx-glr-how-to-deploy-models-deploy-object-detection-pytorch-py"><span class="std std-ref">Compile PyTorch Object Detection Models</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_object_detection_pytorch.py</span></code>)</p></td>
-<td><p>03:28.038</p></td>
+<td><p>03:51.517</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_prequantized.html#sphx-glr-how-to-deploy-models-deploy-prequantized-py"><span class="std std-ref">Deploy a Framework-prequantized Model with TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_prequantized.py</span></code>)</p></td>
-<td><p>01:27.996</p></td>
+<td><p>01:35.965</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_adreno.html#sphx-glr-how-to-deploy-models-deploy-model-on-adreno-py"><span class="std std-ref">Deploy the Pretrained Model on Adreno™</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_adreno.py</span></code>)</p></td>
-<td><p>01:19.143</p></td>
+<td><p>01:18.731</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_android.html#sphx-glr-how-to-deploy-models-deploy-model-on-android-py"><span class="std std-ref">Deploy the Pretrained Model on Android</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_android.py</span></code>)</p></td>
-<td><p>00:51.725</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="deploy_prequantized_tflite.html#sphx-glr-how-to-deploy-models-deploy-prequantized-tflite-py"><span class="std std-ref">Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite)</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_prequantized_tflite.py</span></code>)</p></td>
+<td><p>00:55.506</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="deploy_prequantized_tflite.html#sphx-glr-how-to-deploy-models-deploy-prequantized-tflite-py"><span class="std std-ref">Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite)</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_prequantized_tflite.py</span></code>)</p></td>
-<td><p>00:50.372</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_android.html#sphx-glr-how-to-deploy-models-deploy-model-on-android-py"><span class="std std-ref">Deploy the Pretrained Model on Android</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_android.py</span></code>)</p></td>
+<td><p>00:54.018</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_adreno_tvmc.html#sphx-glr-how-to-deploy-models-deploy-model-on-adreno-tvmc-py"><span class="std std-ref">Deploy the Pretrained Model on Adreno™ with tvmc Interface</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_adreno_tvmc.py</span></code>)</p></td>
-<td><p>00:48.427</p></td>
+<td><p>00:50.806</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_nano.html#sphx-glr-how-to-deploy-models-deploy-model-on-nano-py"><span class="std std-ref">Deploy the Pretrained Model on Jetson Nano</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_nano.py</span></code>)</p></td>
-<td><p>00:29.767</p></td>
+<td><p>00:30.936</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_rasp.html#sphx-glr-how-to-deploy-models-deploy-model-on-rasp-py"><span class="std std-ref">Deploy the Pretrained Model on Raspberry Pi</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_rasp.py</span></code>)</p></td>
-<td><p>00:29.550</p></td>
+<td><p>00:30.754</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_sparse.html#sphx-glr-how-to-deploy-models-deploy-sparse-py"><span class="std std-ref">Deploy a Hugging Face Pruned Model on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_sparse.py</span></code>)</p></td>
-<td><p>00:00.007</p></td>
+<td><p>00:00.008</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/extend_tvm/sg_execution_times.html b/docs/how_to/extend_tvm/sg_execution_times.html
index 8a636e4..130c2d0 100644
--- a/docs/how_to/extend_tvm/sg_execution_times.html
+++ b/docs/how_to/extend_tvm/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-extend-tvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:04.020</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
+<p><strong>00:04.137</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -379,11 +379,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="use_pass_instrument.html#sphx-glr-how-to-extend-tvm-use-pass-instrument-py"><span class="std std-ref">How to Use TVM Pass Instrument</span></a> (<code class="docutils literal notranslate"><span class="pre">use_pass_instrument.py</span></code>)</p></td>
-<td><p>00:02.778</p></td>
+<td><p>00:02.868</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="use_pass_infra.html#sphx-glr-how-to-extend-tvm-use-pass-infra-py"><span class="std std-ref">How to Use TVM Pass Infra</span></a> (<code class="docutils literal notranslate"><span class="pre">use_pass_infra.py</span></code>)</p></td>
-<td><p>00:01.235</p></td>
+<td><p>00:01.262</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="low_level_custom_pass.html#sphx-glr-how-to-extend-tvm-low-level-custom-pass-py"><span class="std std-ref">Writing a Customized Pass</span></a> (<code class="docutils literal notranslate"><span class="pre">low_level_custom_pass.py</span></code>)</p></td>
diff --git a/docs/how_to/extend_tvm/use_pass_instrument.html b/docs/how_to/extend_tvm/use_pass_instrument.html
index 0751aa7..c6eea42 100644
--- a/docs/how_to/extend_tvm/use_pass_instrument.html
+++ b/docs/how_to/extend_tvm/use_pass_instrument.html
@@ -555,10 +555,10 @@
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Printing results of timing profile...
-InferType: 24923us [24923us] (48.54%; 48.54%)
-FoldScaleAxis: 26420us [8us] (51.46%; 51.46%)
- FoldConstant: 26412us [1756us] (51.44%; 99.97%)
- InferType: 24655us [24655us] (48.02%; 93.35%)
+InferType: 24883us [24883us] (48.37%; 48.37%)
+FoldScaleAxis: 26564us [9us] (51.63%; 51.63%)
+ FoldConstant: 26555us [1759us] (51.62%; 99.97%)
+ InferType: 24795us [24795us] (48.20%; 93.37%)
</pre></div>
</div>
</div>
@@ -580,10 +580,10 @@
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Printing results of timing profile...
-InferType: 24710us [24710us] (48.48%; 48.48%)
-FoldScaleAxis: 26256us [7us] (51.52%; 51.52%)
- FoldConstant: 26249us [1792us] (51.50%; 99.97%)
- InferType: 24456us [24456us] (47.99%; 93.17%)
+InferType: 24659us [24659us] (48.27%; 48.27%)
+FoldScaleAxis: 26426us [9us] (51.73%; 51.73%)
+ FoldConstant: 26417us [1819us] (51.71%; 99.97%)
+ InferType: 24598us [24598us] (48.15%; 93.11%)
</pre></div>
</div>
<p>Register empty list to clear existing instruments.</p>
diff --git a/docs/how_to/optimize_operators/opt_conv_cuda.html b/docs/how_to/optimize_operators/opt_conv_cuda.html
index c56de57..47ce83a 100644
--- a/docs/how_to/optimize_operators/opt_conv_cuda.html
+++ b/docs/how_to/optimize_operators/opt_conv_cuda.html
@@ -605,7 +605,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Convolution: </span><span class="si">%f</span><span class="s2"> ms"</span> <span class="o">%</span> <span class="p">(</span><span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">b</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span> <span class="o">*</span> <span class="mf">1e3</span><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 39.407520 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 53.426048 ms
</pre></div>
</div>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-optimize-operators-opt-conv-cuda-py">
diff --git a/docs/how_to/optimize_operators/opt_conv_tensorcore.html b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
index 8d0433f..ab4a7eb 100644
--- a/docs/how_to/optimize_operators/opt_conv_tensorcore.html
+++ b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
@@ -887,7 +887,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"conv2d with tensor core: </span><span class="si">%f</span><span class="s2"> ms"</span> <span class="o">%</span> <span class="p">(</span><span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span> <span class="o">*</span> <span class="mf">1e3</span><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 12.220211 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 12.210201 ms
</pre></div>
</div>
</div>
diff --git a/docs/how_to/optimize_operators/opt_gemm.html b/docs/how_to/optimize_operators/opt_gemm.html
index 07718be..5bddd0b 100644
--- a/docs/how_to/optimize_operators/opt_gemm.html
+++ b/docs/how_to/optimize_operators/opt_gemm.html
@@ -502,8 +502,8 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Baseline: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.013330
-Baseline: 3.380737
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.017945
+Baseline: 3.414211
</pre></div>
</div>
<p>In TVM, we can always inspect lower level IR to debug or optimize our schedule.
@@ -562,7 +562,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt1: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.295026
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.305533
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -619,7 +619,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt2: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.273729
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.294800
</pre></div>
</div>
<p>Here is the generated IR after vectorization.</p>
@@ -674,7 +674,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt3: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.105735
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.114659
</pre></div>
</div>
<p>Here is the generated IR after loop permutation.</p>
@@ -751,7 +751,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt4: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.101938
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.104454
</pre></div>
</div>
<p>Here is the generated IR after array packing.</p>
@@ -829,7 +829,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt5: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.092212
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.095502
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -909,7 +909,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt6: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">opt6_time</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.110581
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.113895
</pre></div>
</div>
<p>Here is the generated IR after parallelization.</p>
diff --git a/docs/how_to/optimize_operators/sg_execution_times.html b/docs/how_to/optimize_operators/sg_execution_times.html
index 0099165..59e2be1 100644
--- a/docs/how_to/optimize_operators/sg_execution_times.html
+++ b/docs/how_to/optimize_operators/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-optimize-operators-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:31.603</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
+<p><strong>00:33.092</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -379,15 +379,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="opt_gemm.html#sphx-glr-how-to-optimize-operators-opt-gemm-py"><span class="std std-ref">How to optimize GEMM on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_gemm.py</span></code>)</p></td>
-<td><p>00:28.586</p></td>
+<td><p>00:29.912</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="opt_conv_tensorcore.html#sphx-glr-how-to-optimize-operators-opt-conv-tensorcore-py"><span class="std std-ref">How to optimize convolution using TensorCores</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_conv_tensorcore.py</span></code>)</p></td>
-<td><p>00:01.907</p></td>
+<td><p>00:01.977</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="opt_conv_cuda.html#sphx-glr-how-to-optimize-operators-opt-conv-cuda-py"><span class="std std-ref">How to optimize convolution on GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_conv_cuda.py</span></code>)</p></td>
-<td><p>00:01.110</p></td>
+<td><p>00:01.202</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/tune_with_autoscheduler/sg_execution_times.html b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
index 7b28b1a..2cf7c1a 100644
--- a/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
+++ b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tune-with-autoscheduler-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>03:31.815</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
+<p><strong>03:40.743</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 85%" />
@@ -379,27 +379,27 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_network_x86.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-x86-py"><span class="std std-ref">Auto-scheduling a Neural Network for x86 CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_x86.py</span></code>)</p></td>
-<td><p>01:32.024</p></td>
+<td><p>01:37.333</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_network_cuda.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-cuda-py"><span class="std std-ref">Auto-scheduling a Neural Network for NVIDIA GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_cuda.py</span></code>)</p></td>
-<td><p>01:09.806</p></td>
+<td><p>01:11.889</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_network_arm.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-arm-py"><span class="std std-ref">Auto-scheduling a Neural Network for ARM CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_arm.py</span></code>)</p></td>
-<td><p>00:19.283</p></td>
+<td><p>00:19.888</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_network_mali.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-mali-py"><span class="std std-ref">Auto-scheduling a Neural Network for mali GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_mali.py</span></code>)</p></td>
-<td><p>00:16.379</p></td>
+<td><p>00:16.708</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_conv2d_layer_cuda.html#sphx-glr-how-to-tune-with-autoscheduler-tune-conv2d-layer-cuda-py"><span class="std std-ref">Auto-scheduling a Convolution Layer for GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_conv2d_layer_cuda.py</span></code>)</p></td>
-<td><p>00:14.225</p></td>
+<td><p>00:14.827</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_sparse_x86.html#sphx-glr-how-to-tune-with-autoscheduler-tune-sparse-x86-py"><span class="std std-ref">Auto-scheduling Sparse Matrix Multiplication on CPU with Custom Sketch Rule</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_sparse_x86.py</span></code>)</p></td>
-<td><p>00:00.097</p></td>
+<td><p>00:00.099</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html b/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html
index 566dfb4..ec16bae 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html
@@ -1042,7 +1042,7 @@
<span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 0.346 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 0.343 ms
</pre></div>
</div>
</div>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html b/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
index 0955791..b9d509b 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
@@ -933,7 +933,7 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3.2021 3.2022 3.2028 3.2014 0.0006
+ 3.2227 3.2237 3.2277 3.2168 0.0045
</pre></div>
</div>
</div>
@@ -955,7 +955,7 @@
To use the RPC Tracker in auto-scheduler, replace the runner in <code class="code docutils literal notranslate"><span class="pre">TuningOptions</span></code>
with <a class="reference internal" href="../../reference/api/python/auto_scheduler.html#tvm.auto_scheduler.RPCRunner" title="tvm.auto_scheduler.RPCRunner"><code class="xref any py py-class docutils literal notranslate"><span class="pre">auto_scheduler.RPCRunner</span></code></a>.</p></li>
</ol>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 9.806 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 11.889 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tune-with-autoscheduler-tune-network-cuda-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/eafe360d52540634c9eea0fa89e804bd/tune_network_cuda.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">tune_network_cuda.py</span></code></a></p>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_x86.html b/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
index c7d0559..6dd8249 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
@@ -955,7 +955,7 @@
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 693.3008 693.1793 693.5714 693.1516 0.1917
+ 708.6558 706.9259 713.1196 705.9218 3.1829
</pre></div>
</div>
</div>
@@ -977,7 +977,7 @@
To use the RPC Tracker in auto-scheduler, replace the runner in <code class="code docutils literal notranslate"><span class="pre">TuningOptions</span></code>
with <a class="reference internal" href="../../reference/api/python/auto_scheduler.html#tvm.auto_scheduler.RPCRunner" title="tvm.auto_scheduler.RPCRunner"><code class="xref any py py-class docutils literal notranslate"><span class="pre">auto_scheduler.RPCRunner</span></code></a>.</p></li>
</ol>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 32.024 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 37.333 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tune-with-autoscheduler-tune-network-x86-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/e416b94ca1090b0897c0f6e0df95b911/tune_network_x86.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">tune_network_x86.py</span></code></a></p>
diff --git a/docs/how_to/tune_with_autotvm/sg_execution_times.html b/docs/how_to/tune_with_autotvm/sg_execution_times.html
index 20f0b01..900ed27 100644
--- a/docs/how_to/tune_with_autotvm/sg_execution_times.html
+++ b/docs/how_to/tune_with_autotvm/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tune-with-autotvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:22.632</strong> total execution time for <strong>how_to_tune_with_autotvm</strong> files:</p>
+<p><strong>00:22.930</strong> total execution time for <strong>how_to_tune_with_autotvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -379,7 +379,7 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_conv2d_cuda.html#sphx-glr-how-to-tune-with-autotvm-tune-conv2d-cuda-py"><span class="std std-ref">Tuning High Performance Convolution on NVIDIA GPUs</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_conv2d_cuda.py</span></code>)</p></td>
-<td><p>00:22.596</p></td>
+<td><p>00:22.894</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_relay_x86.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-x86-py"><span class="std std-ref">Auto-tuning a Convolutional Network for x86 CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_x86.py</span></code>)</p></td>
@@ -391,7 +391,7 @@
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_relay_arm.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-arm-py"><span class="std std-ref">Auto-tuning a Convolutional Network for ARM CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_arm.py</span></code>)</p></td>
-<td><p>00:00.005</p></td>
+<td><p>00:00.006</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_relay_cuda.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-cuda-py"><span class="std std-ref">Auto-tuning a Convolutional Network for NVIDIA GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_cuda.py</span></code>)</p></td>
diff --git a/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html b/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
index 44aa196..5aae136 100644
--- a/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
+++ b/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
@@ -640,7 +640,7 @@
Best config:
,None
-Time cost of this operator: 0.037017
+Time cost of this operator: 0.037025
</pre></div>
</div>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tune-with-autotvm-tune-conv2d-cuda-py">
diff --git a/docs/how_to/work_with_microtvm/micro_autotune.html b/docs/how_to/work_with_microtvm/micro_autotune.html
index 023e252..c52ac92 100644
--- a/docs/how_to/work_with_microtvm/micro_autotune.html
+++ b/docs/how_to/work_with_microtvm/micro_autotune.html
@@ -674,10 +674,10 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>########## Build without Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
-tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 318.3 98.843 (1, 2, 10, 10, 3) 2 1 [318.3]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.802 0.87 (1, 6, 10, 10) 1 1 [2.802]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.924 0.287 (1, 1, 10, 10, 3) 1 1 [0.924]
-Total_time - 322.026 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 339.7 98.905 (1, 2, 10, 10, 3) 2 1 [339.7]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.835 0.825 (1, 6, 10, 10) 1 1 [2.835]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.925 0.269 (1, 1, 10, 10, 3) 1 1 [0.925]
+Total_time - 343.461 - - - - -
</pre></div>
</div>
</div>
@@ -729,13 +729,13 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>########## Build with Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
-tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 131.0 97.994 (1, 6, 10, 10, 1) 2 1 [131.0]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.741 1.302 (1, 6, 10, 10) 1 1 [1.741]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.942 0.704 (1, 1, 10, 10, 3) 1 1 [0.942]
-Total_time - 133.682 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 99.188 97.394 (1, 6, 10, 10, 1) 2 1 [99.188]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.724 1.693 (1, 6, 10, 10) 1 1 [1.724]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.93 0.913 (1, 1, 10, 10, 3) 1 1 [0.93]
+Total_time - 101.841 - - - - -
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 23.321 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 23.179 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-autotune-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/9ccca8fd489a1486ac71b55a55c320c5/micro_autotune.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">micro_autotune.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/micro_pytorch.html b/docs/how_to/work_with_microtvm/micro_pytorch.html
index 305b934..656c994 100644
--- a/docs/how_to/work_with_microtvm/micro_pytorch.html
+++ b/docs/how_to/work_with_microtvm/micro_pytorch.html
@@ -485,8 +485,8 @@
Downloading: "https://download.pytorch.org/models/quantized/mobilenet_v2_qnnpack_37f702c5.pth" to /workspace/.cache/torch/hub/checkpoints/mobilenet_v2_qnnpack_37f702c5.pth
0%| | 0.00/3.42M [00:00<?, ?B/s]
- 61%|###### | 2.09M/3.42M [00:00<00:00, 14.0MB/s]
-100%|##########| 3.42M/3.42M [00:00<00:00, 21.9MB/s]
+ 61%|###### | 2.09M/3.42M [00:00<00:00, 12.2MB/s]
+100%|##########| 3.42M/3.42M [00:00<00:00, 19.4MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/_utils.py:314: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
device=storage.device,
</pre></div>
@@ -610,7 +610,7 @@
Torch top-1 id: 282, class name: tiger cat
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 27.509 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 29.669 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-pytorch-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/12b9ecc04c41abaa12022061771821d1/micro_pytorch.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">micro_pytorch.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/micro_train.html b/docs/how_to/work_with_microtvm/micro_train.html
index 585beb8..e8ad1dd 100644
--- a/docs/how_to/work_with_microtvm/micro_train.html
+++ b/docs/how_to/work_with_microtvm/micro_train.html
@@ -554,7 +554,7 @@
<a href="https://docs.python.org/3/library/shutil.html#shutil.move" title="shutil.move" class="sphx-glr-backref-module-shutil sphx-glr-backref-type-py-function"><span class="n">shutil</span><span class="o">.</span><span class="n">move</span></a><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">FOLDER</span></a><span class="si">}</span><span class="s2">/downloads/val2017"</span><span class="p">,</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">FOLDER</span></a><span class="si">}</span><span class="s2">/images/random"</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>'/tmp/tmpihgw33o_/images/random'
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>'/tmp/tmpvqmlx1gg/images/random'
</pre></div>
</div>
</div>
@@ -614,8 +614,8 @@
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">"off"</span><span class="p">)</span>
</pre></div>
</div>
-<img src="../../_images/sphx_glr_micro_train_001.png" srcset="../../_images/sphx_glr_micro_train_001.png" alt="[1.0, 0.0], [1.0, 0.0], [1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0]" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/tmp/tmpihgw33o_/images/target contains 8144 images
-/tmp/tmpihgw33o_/images/random contains 5000 images
+<img src="../../_images/sphx_glr_micro_train_001.png" srcset="../../_images/sphx_glr_micro_train_001.png" alt="[1.0, 0.0], [1.0, 0.0], [1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0]" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/tmp/tmpvqmlx1gg/images/target contains 8144 images
+/tmp/tmpvqmlx1gg/images/random contains 5000 images
</pre></div>
</div>
</div>
@@ -727,13 +727,13 @@
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Epoch 1/3
-328/328 - 45s - loss: 0.2237 - accuracy: 0.9242 - val_loss: 0.1509 - val_accuracy: 0.9483 - 45s/epoch - 137ms/step
+328/328 - 43s - loss: 0.2532 - accuracy: 0.9127 - val_loss: 0.1552 - val_accuracy: 0.9456 - 43s/epoch - 131ms/step
Epoch 2/3
-328/328 - 42s - loss: 0.1070 - accuracy: 0.9614 - val_loss: 0.1613 - val_accuracy: 0.9471 - 42s/epoch - 129ms/step
+328/328 - 40s - loss: 0.1082 - accuracy: 0.9603 - val_loss: 0.1995 - val_accuracy: 0.9233 - 40s/epoch - 122ms/step
Epoch 3/3
-328/328 - 42s - loss: 0.0721 - accuracy: 0.9745 - val_loss: 0.1378 - val_accuracy: 0.9562 - 42s/epoch - 129ms/step
+328/328 - 40s - loss: 0.0704 - accuracy: 0.9732 - val_loss: 0.1114 - val_accuracy: 0.9619 - 40s/epoch - 123ms/step
-<keras.callbacks.History object at 0x7f18a4541c70>
+<keras.callbacks.History object at 0x7fcccf4facd0>
</pre></div>
</div>
</div>
@@ -997,7 +997,7 @@
<p>From here, we could modify the model to read live images from the camera - we have another
Arduino tutorial for how to do that <a class="reference external" href="https://github.com/guberti/tvm-arduino-demos/tree/master/examples/person_detection">on GitHub</a>. Alternatively, we could also
<a class="reference external" href="https://tvm.apache.org/docs/how_to/work_with_microtvm/micro_autotune.html">use TVM’s autotuning capabilities</a> to dramatically improve the model’s performance.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 5 minutes 13.816 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 5 minutes 17.157 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-train-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/b52cec46baf4f78d6bcd94cbe269c8a6/micro_train.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">micro_train.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/sg_execution_times.html b/docs/how_to/work_with_microtvm/sg_execution_times.html
index b3ab33a..2d49357 100644
--- a/docs/how_to/work_with_microtvm/sg_execution_times.html
+++ b/docs/how_to/work_with_microtvm/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-microtvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>08:33.878</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
+<p><strong>08:40.063</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 82%" />
@@ -379,27 +379,27 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_train.html#sphx-glr-how-to-work-with-microtvm-micro-train-py"><span class="std std-ref">5. Training Vision Models for microTVM on Arduino</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_train.py</span></code>)</p></td>
-<td><p>05:13.816</p></td>
+<td><p>05:17.157</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_pytorch.html#sphx-glr-how-to-work-with-microtvm-micro-pytorch-py"><span class="std std-ref">4. microTVM PyTorch Tutorial</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_pytorch.py</span></code>)</p></td>
-<td><p>01:27.509</p></td>
+<td><p>01:29.669</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_autotune.html#sphx-glr-how-to-work-with-microtvm-micro-autotune-py"><span class="std std-ref">6. Model Tuning with microTVM</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_autotune.py</span></code>)</p></td>
-<td><p>01:23.321</p></td>
+<td><p>01:23.179</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_aot.html#sphx-glr-how-to-work-with-microtvm-micro-aot-py"><span class="std std-ref">3. microTVM Ahead-of-Time (AOT) Compilation</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_aot.py</span></code>)</p></td>
-<td><p>00:11.315</p></td>
+<td><p>00:11.762</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_custom_ide.html#sphx-glr-how-to-work-with-microtvm-micro-custom-ide-py"><span class="std std-ref">9. Bring microTVM to your own development environment</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_custom_ide.py</span></code>)</p></td>
-<td><p>00:10.355</p></td>
+<td><p>00:10.550</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_tflite.html#sphx-glr-how-to-work-with-microtvm-micro-tflite-py"><span class="std std-ref">2. microTVM TFLite Tutorial</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_tflite.py</span></code>)</p></td>
-<td><p>00:07.562</p></td>
+<td><p>00:07.746</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_ethosu.html#sphx-glr-how-to-work-with-microtvm-micro-ethosu-py"><span class="std std-ref">7. Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_ethosu.py</span></code>)</p></td>
diff --git a/docs/how_to/work_with_relay/sg_execution_times.html b/docs/how_to/work_with_relay/sg_execution_times.html
index 090e677..a2b72ed 100644
--- a/docs/how_to/work_with_relay/sg_execution_times.html
+++ b/docs/how_to/work_with_relay/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-relay-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:37.817</strong> total execution time for <strong>how_to_work_with_relay</strong> files:</p>
+<p><strong>00:40.061</strong> total execution time for <strong>how_to_work_with_relay</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -379,15 +379,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="using_pipeline_executor.html#sphx-glr-how-to-work-with-relay-using-pipeline-executor-py"><span class="std std-ref">Using Pipeline Executor in Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_pipeline_executor.py</span></code>)</p></td>
-<td><p>00:32.455</p></td>
+<td><p>00:34.335</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="using_external_lib.html#sphx-glr-how-to-work-with-relay-using-external-lib-py"><span class="std std-ref">Using External Libraries in Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_external_lib.py</span></code>)</p></td>
-<td><p>00:03.604</p></td>
+<td><p>00:03.814</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="build_gcn.html#sphx-glr-how-to-work-with-relay-build-gcn-py"><span class="std std-ref">Building a Graph Convolutional Network</span></a> (<code class="docutils literal notranslate"><span class="pre">build_gcn.py</span></code>)</p></td>
-<td><p>00:01.752</p></td>
+<td><p>00:01.907</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="using_relay_viz.html#sphx-glr-how-to-work-with-relay-using-relay-viz-py"><span class="std std-ref">Use Relay Visualizer to Visualize Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_relay_viz.py</span></code>)</p></td>
diff --git a/docs/how_to/work_with_schedules/intrin_math.html b/docs/how_to/work_with_schedules/intrin_math.html
index 996e07d..ca4d4c2 100644
--- a/docs/how_to/work_with_schedules/intrin_math.html
+++ b/docs/how_to/work_with_schedules/intrin_math.html
@@ -582,7 +582,7 @@
<a href="../../reference/api/python/ir.html#tvm.ir.register_intrin_lowering" title="tvm.ir.register_intrin_lowering" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-function"><span class="n">register_intrin_lowering</span></a><span class="p">(</span><span class="s2">"tir.exp"</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="s2">"cuda"</span><span class="p">,</span> <span class="n">f</span><span class="o">=</span><span class="n">my_cuda_math_rule</span><span class="p">,</span> <span class="n">level</span><span class="o">=</span><span class="mi">99</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span><function my_cuda_math_rule at 0x7f18ecffe040>
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span><function my_cuda_math_rule at 0x7fccded370d0>
</pre></div>
</div>
<p>Register the rule to TVM with override option to override existing rule.
diff --git a/docs/how_to/work_with_schedules/sg_execution_times.html b/docs/how_to/work_with_schedules/sg_execution_times.html
index 905e690..6f76b0b 100644
--- a/docs/how_to/work_with_schedules/sg_execution_times.html
+++ b/docs/how_to/work_with_schedules/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-schedules-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:05.155</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
+<p><strong>00:05.339</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -379,31 +379,31 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="intrin_math.html#sphx-glr-how-to-work-with-schedules-intrin-math-py"><span class="std std-ref">Intrinsics and Math Functions</span></a> (<code class="docutils literal notranslate"><span class="pre">intrin_math.py</span></code>)</p></td>
-<td><p>00:02.308</p></td>
+<td><p>00:02.415</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tensorize.html#sphx-glr-how-to-work-with-schedules-tensorize-py"><span class="std std-ref">Use Tensorize to Leverage Hardware Intrinsics</span></a> (<code class="docutils literal notranslate"><span class="pre">tensorize.py</span></code>)</p></td>
-<td><p>00:01.254</p></td>
+<td><p>00:01.261</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="reduction.html#sphx-glr-how-to-work-with-schedules-reduction-py"><span class="std std-ref">Reduction</span></a> (<code class="docutils literal notranslate"><span class="pre">reduction.py</span></code>)</p></td>
-<td><p>00:00.668</p></td>
+<td><p>00:00.693</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="scan.html#sphx-glr-how-to-work-with-schedules-scan-py"><span class="std std-ref">Scan and Recurrent Kernel</span></a> (<code class="docutils literal notranslate"><span class="pre">scan.py</span></code>)</p></td>
-<td><p>00:00.651</p></td>
+<td><p>00:00.678</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="extern_op.html#sphx-glr-how-to-work-with-schedules-extern-op-py"><span class="std std-ref">External Tensor Functions</span></a> (<code class="docutils literal notranslate"><span class="pre">extern_op.py</span></code>)</p></td>
-<td><p>00:00.114</p></td>
+<td><p>00:00.122</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="schedule_primitives.html#sphx-glr-how-to-work-with-schedules-schedule-primitives-py"><span class="std std-ref">Schedule Primitives in TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">schedule_primitives.py</span></code>)</p></td>
-<td><p>00:00.067</p></td>
+<td><p>00:00.072</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tedd.html#sphx-glr-how-to-work-with-schedules-tedd-py"><span class="std std-ref">Use Tensor Expression Debug Display (TEDD) for Visualization</span></a> (<code class="docutils literal notranslate"><span class="pre">tedd.py</span></code>)</p></td>
-<td><p>00:00.062</p></td>
+<td><p>00:00.067</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tuple_inputs.html#sphx-glr-how-to-work-with-schedules-tuple-inputs-py"><span class="std std-ref">Compute and Reduce with Tuple Inputs</span></a> (<code class="docutils literal notranslate"><span class="pre">tuple_inputs.py</span></code>)</p></td>
diff --git a/docs/install/nnpack.html b/docs/install/nnpack.html
index 5158970..5b99ae5 100644
--- a/docs/install/nnpack.html
+++ b/docs/install/nnpack.html
@@ -259,7 +259,17 @@
<p class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
<ul class="current">
<li class="toctree-l1 current"><a class="reference internal" href="index.html">Installing TVM</a><ul class="current">
-<li class="toctree-l2"><a class="reference internal" href="from_source.html">Install from Source</a></li>
+<li class="toctree-l2 current"><a class="reference internal" href="from_source.html">Install from Source</a><ul class="current">
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#developers-get-source-from-github">Developers: Get Source from Github</a></li>
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#build-the-shared-library">Build the Shared Library</a></li>
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#python-package-installation">Python Package Installation</a></li>
+<li class="toctree-l3 current"><a class="reference internal" href="from_source.html#install-contrib-libraries">Install Contrib Libraries</a><ul class="current">
+<li class="toctree-l4 current"><a class="current reference internal" href="#">NNPACK Contrib Installation</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#enable-c-tests">Enable C++ Tests</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="docker.html">Docker Images</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">NNPACK Contrib Installation</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#conditions">Conditions</a></li>
diff --git a/docs/reference/api/python/auto_scheduler.html b/docs/reference/api/python/auto_scheduler.html
index 705b1e1..f66a562 100644
--- a/docs/reference/api/python/auto_scheduler.html
+++ b/docs/reference/api/python/auto_scheduler.html
@@ -1647,7 +1647,7 @@
<dl class="py class">
<dt class="sig sig-object py" id="tvm.auto_scheduler.SketchPolicy">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">SketchPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">program_cost_model</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">auto_scheduler.RandomModel(0x292e738)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init_search_callbacks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tvm.auto_scheduler.SketchPolicy" title="Permalink to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">SketchPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">program_cost_model</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">auto_scheduler.RandomModel(0x2877ac8)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init_search_callbacks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tvm.auto_scheduler.SketchPolicy" title="Permalink to this definition">¶</a></dt>
<dd><p>The search policy that searches in a hierarchical search space defined by sketches.
The policy randomly samples programs from the space defined by sketches and use evolutionary
search to fine-tune them.</p>
@@ -1931,7 +1931,7 @@
<dl class="py function">
<dt class="sig sig-object py" id="tvm.auto_scheduler.auto_schedule">
-<span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">auto_schedule</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tuning_options</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">auto_scheduler.TuningOptions(0x2971eb0)</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tvm.auto_scheduler.auto_schedule" title="Permalink to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">auto_schedule</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tuning_options</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">auto_scheduler.TuningOptions(0x17ba260)</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tvm.auto_scheduler.auto_schedule" title="Permalink to this definition">¶</a></dt>
<dd><p>THIS API IS DEPRECATED.</p>
<p>Run auto scheduling search for a task.</p>
<dl class="field-list simple">
diff --git a/docs/reference/api/typedoc/classes/ArtifactCache.html b/docs/reference/api/typedoc/classes/ArtifactCache.html
index f1fac9e..29afa8a 100644
--- a/docs/reference/api/typedoc/classes/ArtifactCache.html
+++ b/docs/reference/api/typedoc/classes/ArtifactCache.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/ArtifactCacheTemplate.html" class="tsd-signature-type tsd-kind-interface">ArtifactCacheTemplate</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L88">artifact_cache.ts:88</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L88">artifact_cache.ts:88</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -59,7 +59,7 @@
<h5><span class="tsd-kind-parameter">scope</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="ArtifactCache.html" class="tsd-signature-type tsd-kind-class">ArtifactCache</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L92">artifact_cache.ts:92</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L92">artifact_cache.ts:92</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="addToCache" class="tsd-anchor"></a>
@@ -81,7 +81,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#addToCache">addToCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L129">artifact_cache.ts:129</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L129">artifact_cache.ts:129</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="deleteInCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>delete<wbr/>In<wbr/>Cache</span><a href="#deleteInCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -99,7 +99,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#deleteInCache">deleteInCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L159">artifact_cache.ts:159</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L159">artifact_cache.ts:159</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchWithCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetch<wbr/>With<wbr/>Cache</span><a href="#fetchWithCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -122,7 +122,7 @@
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#fetchWithCache">fetchWithCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L118">artifact_cache.ts:118</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L118">artifact_cache.ts:118</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="hasAllKeys" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>has<wbr/>All<wbr/>Keys</span><a href="#hasAllKeys" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -141,7 +141,7 @@
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#hasAllKeys">hasAllKeys</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L145">artifact_cache.ts:145</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L145">artifact_cache.ts:145</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="responseTostoretype" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>response<wbr/>Tostoretype</span><a href="#responseTostoretype" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -158,7 +158,7 @@
<h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">storetype</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L99">artifact_cache.ts:99</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L99">artifact_cache.ts:99</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/ArtifactIndexedDBCache.html b/docs/reference/api/typedoc/classes/ArtifactIndexedDBCache.html
index 0e3b22b..aa8d19c 100644
--- a/docs/reference/api/typedoc/classes/ArtifactIndexedDBCache.html
+++ b/docs/reference/api/typedoc/classes/ArtifactIndexedDBCache.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/ArtifactCacheTemplate.html" class="tsd-signature-type tsd-kind-interface">ArtifactCacheTemplate</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L170">artifact_cache.ts:170</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L170">artifact_cache.ts:170</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -60,7 +60,7 @@
<h5><span class="tsd-kind-parameter">dbName</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="ArtifactIndexedDBCache.html" class="tsd-signature-type tsd-kind-class">ArtifactIndexedDBCache</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L175">artifact_cache.ts:175</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L175">artifact_cache.ts:175</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="addToCache" class="tsd-anchor"></a>
@@ -82,7 +82,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#addToCache">addToCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L285">artifact_cache.ts:285</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L285">artifact_cache.ts:285</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="addToIndexedDB" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>add<wbr/>To<wbr/>IndexedDB</span><a href="#addToIndexedDB" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -99,7 +99,7 @@
<h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">storetype</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L260">artifact_cache.ts:260</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L260">artifact_cache.ts:260</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="asyncGetHelper" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>async<wbr/>Get<wbr/>Helper</span><a href="#asyncGetHelper" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -112,7 +112,7 @@
<h5><span class="tsd-kind-parameter">url</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L227">artifact_cache.ts:227</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L227">artifact_cache.ts:227</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="deleteInCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>delete<wbr/>In<wbr/>Cache</span><a href="#deleteInCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -130,7 +130,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#deleteInCache">deleteInCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L336">artifact_cache.ts:336</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L336">artifact_cache.ts:336</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchWithCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetch<wbr/>With<wbr/>Cache</span><a href="#fetchWithCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -152,7 +152,7 @@
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#fetchWithCache">fetchWithCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L244">artifact_cache.ts:244</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L244">artifact_cache.ts:244</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="hasAllKeys" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>has<wbr/>All<wbr/>Keys</span><a href="#hasAllKeys" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -170,7 +170,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#hasAllKeys">hasAllKeys</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L304">artifact_cache.ts:304</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L304">artifact_cache.ts:304</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/DLDataType.html b/docs/reference/api/typedoc/classes/DLDataType.html
index c99725d..82935b3 100644
--- a/docs/reference/api/typedoc/classes/DLDataType.html
+++ b/docs/reference/api/typedoc/classes/DLDataType.html
@@ -23,7 +23,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">DLDataType</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L418">runtime.ts:418</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L418">runtime.ts:418</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -62,7 +62,7 @@
<h5><span class="tsd-kind-parameter">lanes</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="DLDataType.html" class="tsd-signature-type tsd-kind-class">DLDataType</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L426">runtime.ts:426</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L426">runtime.ts:426</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="bits" class="tsd-anchor"></a>
@@ -71,21 +71,21 @@
<div class="tsd-comment tsd-typography"><p>Number of bits in the data type.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L422">runtime.ts:422</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L422">runtime.ts:422</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="code" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>code</span><a href="#code" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">code</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>The type code</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L420">runtime.ts:420</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L420">runtime.ts:420</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="lanes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>lanes</span><a href="#lanes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">lanes</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>Number of vector lanes.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L424">runtime.ts:424</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L424">runtime.ts:424</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="numStorageBytes" class="tsd-anchor"></a>
@@ -95,7 +95,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L441">runtime.ts:441</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L441">runtime.ts:441</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>String</span><a href="#toString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -103,7 +103,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L432">runtime.ts:432</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L432">runtime.ts:432</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/DLDevice.html b/docs/reference/api/typedoc/classes/DLDevice.html
index c122d3e..d18025b 100644
--- a/docs/reference/api/typedoc/classes/DLDevice.html
+++ b/docs/reference/api/typedoc/classes/DLDevice.html
@@ -23,7 +23,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">DLDevice</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L358">runtime.ts:358</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L358">runtime.ts:358</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -61,7 +61,7 @@
<h5><span class="tsd-kind-parameter">lib</span>: <a href="_internal_.FFILibrary.html" class="tsd-signature-type tsd-kind-class">FFILibrary</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L366">runtime.ts:366</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L366">runtime.ts:366</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="deviceId" class="tsd-anchor"></a>
@@ -70,14 +70,14 @@
<div class="tsd-comment tsd-typography"><p>The device index.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L362">runtime.ts:362</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L362">runtime.ts:362</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="deviceType" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device<wbr/>Type</span><a href="#deviceType" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">device<wbr/>Type</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>The device type code of the device.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L360">runtime.ts:360</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L360">runtime.ts:360</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="sync" class="tsd-anchor"></a>
@@ -89,7 +89,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L385">runtime.ts:385</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L385">runtime.ts:385</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>String</span><a href="#toString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -97,7 +97,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L392">runtime.ts:392</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L392">runtime.ts:392</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/Instance.html b/docs/reference/api/typedoc/classes/Instance.html
index 6ec562b..bc9d4b4 100644
--- a/docs/reference/api/typedoc/classes/Instance.html
+++ b/docs/reference/api/typedoc/classes/Instance.html
@@ -40,7 +40,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1015">runtime.ts:1015</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1015">runtime.ts:1015</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -145,24 +145,24 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="Instance.html" class="tsd-signature-type tsd-kind-class">Instance</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1047">runtime.ts:1047</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1047">runtime.ts:1047</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="cacheMetadata" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>cache<wbr/>Metadata</span><a href="#cacheMetadata" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">cache<wbr/>Metadata</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> = {}</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1018">runtime.ts:1018</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1018">runtime.ts:1018</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="exports" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>exports</span><a href="#exports" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">exports</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type ">Function</span><span class="tsd-signature-symbol">></span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1017">runtime.ts:1017</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1017">runtime.ts:1017</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1016">runtime.ts:1016</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1016">runtime.ts:1016</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="applyPresenceAndFrequencyPenalty" class="tsd-anchor"></a>
@@ -198,7 +198,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1816">runtime.ts:1816</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1816">runtime.ts:1816</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="applyRepetitionPenalty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Repetition<wbr/>Penalty</span><a href="#applyRepetitionPenalty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -223,7 +223,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1803">runtime.ts:1803</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1803">runtime.ts:1803</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="applySoftmaxWithTemperature" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Softmax<wbr/>With<wbr/>Temperature</span><a href="#applySoftmaxWithTemperature" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -244,7 +244,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1833">runtime.ts:1833</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1833">runtime.ts:1833</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="asyncLoadWebGPUPipelines" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>async<wbr/>Load<wbr/>WebGPUPipelines</span><a href="#asyncLoadWebGPUPipelines" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -261,7 +261,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L2046">runtime.ts:2046</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L2046">runtime.ts:2046</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="asyncifyEnabled" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>asyncify<wbr/>Enabled</span><a href="#asyncifyEnabled" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -272,7 +272,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><p>The asynctify mode toggle</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1115">runtime.ts:1115</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1115">runtime.ts:1115</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="attachToCurrentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>attach<wbr/>To<wbr/>Current<wbr/>Scope</span><a href="#attachToCurrentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -299,7 +299,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1183">runtime.ts:1183</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1183">runtime.ts:1183</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="beginScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>begin<wbr/>Scope</span><a href="#beginScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -309,7 +309,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1142">runtime.ts:1142</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1142">runtime.ts:1142</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="benchmark" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>benchmark</span><a href="#benchmark" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -344,7 +344,7 @@
<h5><span class="tsd-kind-parameter">repeat</span>: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> = 1</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1090">runtime.ts:1090</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1090">runtime.ts:1090</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="bindCanvas" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>bind<wbr/>Canvas</span><a href="#bindCanvas" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -361,7 +361,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1841">runtime.ts:1841</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1841">runtime.ts:1841</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="clearCanvas" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>clear<wbr/>Canvas</span><a href="#clearCanvas" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -371,7 +371,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1872">runtime.ts:1872</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1872">runtime.ts:1872</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="cpu" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>cpu</span><a href="#cpu" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -388,7 +388,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1683">runtime.ts:1683</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1683">runtime.ts:1683</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="createVirtualMachine" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>create<wbr/>Virtual<wbr/>Machine</span><a href="#createVirtualMachine" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -406,7 +406,7 @@
<h4 class="tsd-returns-title">Returns <a href="VirtualMachine.html" class="tsd-signature-type tsd-kind-class">VirtualMachine</a></h4><p>The created virtual machime.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1361">runtime.ts:1361</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1361">runtime.ts:1361</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="detachFromCurrentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>detach<wbr/>From<wbr/>Current<wbr/>Scope</span><a href="#detachFromCurrentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -432,7 +432,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1210">runtime.ts:1210</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1210">runtime.ts:1210</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device</span><a href="#device" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -454,7 +454,7 @@
<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><p>The created device.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1675">runtime.ts:1675</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1675">runtime.ts:1675</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -467,7 +467,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1119">runtime.ts:1119</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1119">runtime.ts:1119</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="empty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>empty</span><a href="#empty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -493,7 +493,7 @@
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The created ndarray.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1703">runtime.ts:1703</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1703">runtime.ts:1703</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="endScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>end<wbr/>Scope</span><a href="#endScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -506,7 +506,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1153">runtime.ts:1153</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1153">runtime.ts:1153</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchNDArrayCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetchNDArray<wbr/>Cache</span><a href="#fetchNDArrayCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -536,7 +536,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h4><p>The meta data</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1449">runtime.ts:1449</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1449">runtime.ts:1449</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getGlobalFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Global<wbr/>Func</span><a href="#getGlobalFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -554,7 +554,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4><p>The result function.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1298">runtime.ts:1298</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1298">runtime.ts:1298</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getParamsFromCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Params<wbr/>From<wbr/>Cache</span><a href="#getParamsFromCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -575,7 +575,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1389">runtime.ts:1389</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1389">runtime.ts:1389</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getParamsFromCacheByName" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Params<wbr/>From<wbr/>Cache<wbr/>By<wbr/>Name</span><a href="#getParamsFromCacheByName" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -593,7 +593,7 @@
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><p>Parameters read.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1400">runtime.ts:1400</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1400">runtime.ts:1400</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="initWebGPU" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>init<wbr/>WebGPU</span><a href="#initWebGPU" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -610,7 +610,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L2109">runtime.ts:2109</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L2109">runtime.ts:2109</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="isPackedFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>is<wbr/>Packed<wbr/>Func</span><a href="#isPackedFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -628,7 +628,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><p>The check result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1333">runtime.ts:1333</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1333">runtime.ts:1333</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="listGlobalFuncNames" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>list<wbr/>Global<wbr/>Func<wbr/>Names</span><a href="#listGlobalFuncNames" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -639,7 +639,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h4><p>The name list.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1226">runtime.ts:1226</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1226">runtime.ts:1226</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="makeShapeTuple" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>make<wbr/>Shape<wbr/>Tuple</span><a href="#makeShapeTuple" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -657,7 +657,7 @@
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><p>The created shape tuple.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1919">runtime.ts:1919</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1919">runtime.ts:1919</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="makeString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>make<wbr/>String</span><a href="#makeString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -675,7 +675,7 @@
<h4 class="tsd-returns-title">Returns <a href="_internal_.TVMString.html" class="tsd-signature-type tsd-kind-class">TVMString</a></h4><p>The result TVMString.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1910">runtime.ts:1910</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1910">runtime.ts:1910</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="makeTVMArray" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>makeTVMArray</span><a href="#makeTVMArray" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -695,7 +695,7 @@
<h4 class="tsd-returns-title">Returns <a href="TVMArray.html" class="tsd-signature-type tsd-kind-class">TVMArray</a></h4><p>The result array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1885">runtime.ts:1885</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1885">runtime.ts:1885</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="moveToParentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>move<wbr/>To<wbr/>Parent<wbr/>Scope</span><a href="#moveToParentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -720,7 +720,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><p>The input obj.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1196">runtime.ts:1196</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1196">runtime.ts:1196</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheClear" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Clear</span><a href="#ndarrayCacheClear" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -730,7 +730,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1436">runtime.ts:1436</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1436">runtime.ts:1436</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheGet" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Get</span><a href="#ndarrayCacheGet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -748,7 +748,7 @@
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1409">runtime.ts:1409</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1409">runtime.ts:1409</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheRemove" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Remove</span><a href="#ndarrayCacheRemove" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -766,7 +766,7 @@
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1418">runtime.ts:1418</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1418">runtime.ts:1418</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheUpdate" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Update</span><a href="#ndarrayCacheUpdate" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -789,7 +789,7 @@
<h5><span class="tsd-kind-parameter">override</span>: <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = false</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1427">runtime.ts:1427</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1427">runtime.ts:1427</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerAsyncServerFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Async<wbr/>Server<wbr/>Func</span><a href="#registerAsyncServerFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -817,7 +817,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L2019">runtime.ts:2019</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L2019">runtime.ts:2019</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerAsyncifyFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Asyncify<wbr/>Func</span><a href="#registerAsyncifyFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -856,7 +856,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L2000">runtime.ts:2000</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L2000">runtime.ts:2000</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Func</span><a href="#registerFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -879,7 +879,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1265">runtime.ts:1265</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1265">runtime.ts:1265</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerInitProgressCallback" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Init<wbr/>Progress<wbr/>Callback</span><a href="#registerInitProgressCallback" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -896,7 +896,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1378">runtime.ts:1378</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1378">runtime.ts:1378</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerObjectConstructor" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Object<wbr/>Constructor</span><a href="#registerObjectConstructor" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -921,7 +921,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1956">runtime.ts:1956</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1956">runtime.ts:1956</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="runtimeStatsText" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>runtime<wbr/>Stats<wbr/>Text</span><a href="#runtimeStatsText" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -931,7 +931,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1131">runtime.ts:1131</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1131">runtime.ts:1131</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromLogits" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Logits</span><a href="#sampleTopPFromLogits" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -957,7 +957,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The sampled index.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1782">runtime.ts:1782</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1782">runtime.ts:1782</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromProb" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Prob</span><a href="#sampleTopPFromProb" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -979,7 +979,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The sampled index.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1793">runtime.ts:1793</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1793">runtime.ts:1793</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="scalar" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>scalar</span><a href="#scalar" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1001,7 +1001,7 @@
<h4 class="tsd-returns-title">Returns <a href="Scalar.html" class="tsd-signature-type tsd-kind-class">Scalar</a></h4><p>The created scalar.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1665">runtime.ts:1665</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1665">runtime.ts:1665</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="setPackedArguments" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>set<wbr/>Packed<wbr/>Arguments</span><a href="#setPackedArguments" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1031,7 +1031,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L2258">runtime.ts:2258</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L2258">runtime.ts:2258</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="setSeed" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>set<wbr/>Seed</span><a href="#setSeed" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1046,7 +1046,7 @@
<h5><span class="tsd-kind-parameter">seed</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1770">runtime.ts:1770</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1770">runtime.ts:1770</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="showImage" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>show<wbr/>Image</span><a href="#showImage" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1063,7 +1063,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1850">runtime.ts:1850</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1850">runtime.ts:1850</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="systemLib" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>system<wbr/>Lib</span><a href="#systemLib" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1075,7 +1075,7 @@
<h4 class="tsd-returns-title">Returns <a href="Module.html" class="tsd-signature-type tsd-kind-class">Module</a></h4><p>The system library module.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1219">runtime.ts:1219</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1219">runtime.ts:1219</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toDLDataType" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>toDLData<wbr/>Type</span><a href="#toDLDataType" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1093,7 +1093,7 @@
<h4 class="tsd-returns-title">Returns <a href="DLDataType.html" class="tsd-signature-type tsd-kind-class">DLDataType</a></h4><p>The converted result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1619">runtime.ts:1619</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1619">runtime.ts:1619</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toPackedFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>Packed<wbr/>Func</span><a href="#toPackedFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1111,7 +1111,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4><p>The converted function.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1344">runtime.ts:1344</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1344">runtime.ts:1344</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="typeKey2Index" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key2<wbr/>Index</span><a href="#typeKey2Index" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1129,7 +1129,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The corresponding type index.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1928">runtime.ts:1928</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1928">runtime.ts:1928</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="uniform" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>uniform</span><a href="#uniform" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1159,7 +1159,7 @@
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The created ndarray.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1749">runtime.ts:1749</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1749">runtime.ts:1749</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="webgpu" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>webgpu</span><a href="#webgpu" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1176,7 +1176,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1691">runtime.ts:1691</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1691">runtime.ts:1691</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="withNewScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>with<wbr/>New<wbr/>Scope</span><a href="#withNewScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1209,7 +1209,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><p>The result value.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1167">runtime.ts:1167</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1167">runtime.ts:1167</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="wrapAsyncifyPackedFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wrap<wbr/>Asyncify<wbr/>Packed<wbr/>Func</span><a href="#wrapAsyncifyPackedFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1232,7 +1232,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/_internal_.AsyncPackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">AsyncPackedFunc</a></h4><p>The wrapped AsyncPackedFunc</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L1983">runtime.ts:1983</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L1983">runtime.ts:1983</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html b/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html
index 6ae4f1e..e9beba4 100644
--- a/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html
+++ b/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html
@@ -26,7 +26,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">LinearCongruentialGenerator</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L88">support.ts:88</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L88">support.ts:88</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -59,24 +59,24 @@
</div>
<h4 class="tsd-returns-title">Returns <a href="LinearCongruentialGenerator.html" class="tsd-signature-type tsd-kind-class">LinearCongruentialGenerator</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L98">support.ts:98</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L98">support.ts:98</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="increment" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>increment</span><a href="#increment" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">increment</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L91">support.ts:91</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L91">support.ts:91</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="modulus" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>modulus</span><a href="#modulus" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">modulus</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L89">support.ts:89</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L89">support.ts:89</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="multiplier" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>multiplier</span><a href="#multiplier" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">multiplier</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L90">support.ts:90</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L90">support.ts:90</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="nextInt" class="tsd-anchor"></a>
@@ -89,7 +89,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L127">support.ts:127</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L127">support.ts:127</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="randomFloat" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>random<wbr/>Float</span><a href="#randomFloat" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -100,7 +100,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L141">support.ts:141</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L141">support.ts:141</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="setSeed" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>set<wbr/>Seed</span><a href="#setSeed" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -118,7 +118,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L111">support.ts:111</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L111">support.ts:111</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/Module.html b/docs/reference/api/typedoc/classes/Module.html
index 3f68931..2978ce8 100644
--- a/docs/reference/api/typedoc/classes/Module.html
+++ b/docs/reference/api/typedoc/classes/Module.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L715">runtime.ts:715</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L715">runtime.ts:715</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -73,7 +73,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="Module.html" class="tsd-signature-type tsd-kind-class">Module</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L720">runtime.ts:720</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L720">runtime.ts:720</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -88,7 +88,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L730">runtime.ts:730</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L730">runtime.ts:730</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getFunction" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Function</span><a href="#getFunction" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -110,7 +110,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4><p>The result function.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L758">runtime.ts:758</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L758">runtime.ts:758</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -128,7 +128,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L745">runtime.ts:745</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L745">runtime.ts:745</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="importModule" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>import<wbr/>Module</span><a href="#importModule" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -145,7 +145,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L792">runtime.ts:792</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L792">runtime.ts:792</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/NDArray.html b/docs/reference/api/typedoc/classes/NDArray.html
index 1cbb9ae..00d7bd3 100644
--- a/docs/reference/api/typedoc/classes/NDArray.html
+++ b/docs/reference/api/typedoc/classes/NDArray.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L449">runtime.ts:449</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L449">runtime.ts:449</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -76,7 +76,7 @@
<h5><span class="tsd-kind-parameter">ctx</span>: <a href="_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L469">runtime.ts:469</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L469">runtime.ts:469</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
@@ -85,35 +85,35 @@
<div class="tsd-comment tsd-typography"><p>Device of the array.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L459">runtime.ts:459</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L459">runtime.ts:459</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="dtype" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dtype</span><a href="#dtype" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">dtype</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<div class="tsd-comment tsd-typography"><p>Data type of the array.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L455">runtime.ts:455</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L455">runtime.ts:455</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="isView" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>is<wbr/>View</span><a href="#isView" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">is<wbr/>View</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<div class="tsd-comment tsd-typography"><p>Whether it is a temporary view that can become invalid after the call.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L461">runtime.ts:461</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L461">runtime.ts:461</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ndim" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndim</span><a href="#ndim" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">ndim</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>Number of dimensions.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L453">runtime.ts:453</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L453">runtime.ts:453</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="shape" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>shape</span><a href="#shape" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">shape</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
<div class="tsd-comment tsd-typography"><p>Shape of the array.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L457">runtime.ts:457</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L457">runtime.ts:457</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="copyFrom" class="tsd-anchor"></a>
@@ -134,7 +134,7 @@
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>this</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L578">runtime.ts:578</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L578">runtime.ts:578</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="copyFromRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>copy<wbr/>From<wbr/>Raw<wbr/>Bytes</span><a href="#copyFromRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -152,7 +152,7 @@
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>this</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L622">runtime.ts:622</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L622">runtime.ts:622</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -165,7 +165,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L563">runtime.ts:563</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L563">runtime.ts:563</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getDataPtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Data<wbr/>Ptr</span><a href="#getDataPtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -176,7 +176,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L556">runtime.ts:556</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L556">runtime.ts:556</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -194,7 +194,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L544">runtime.ts:544</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L544">runtime.ts:544</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toArray" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>Array</span><a href="#toArray" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -206,7 +206,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Int32Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Float32Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Float64Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Int8Array</span></h4><p>The result array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L688">runtime.ts:688</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L688">runtime.ts:688</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>Raw<wbr/>Bytes</span><a href="#toRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -217,7 +217,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span></h4><p>The result array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L657">runtime.ts:657</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L657">runtime.ts:657</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="view" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>view</span><a href="#view" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -239,7 +239,7 @@
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The new sliced ndarray.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L525">runtime.ts:525</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L525">runtime.ts:525</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/RPCServer.html b/docs/reference/api/typedoc/classes/RPCServer.html
index bf57033..32b6bd9 100644
--- a/docs/reference/api/typedoc/classes/RPCServer.html
+++ b/docs/reference/api/typedoc/classes/RPCServer.html
@@ -23,7 +23,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">RPCServer</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L77">rpc_server.ts:77</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L77">rpc_server.ts:77</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -98,7 +98,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="RPCServer.html" class="tsd-signature-type tsd-kind-class">RPCServer</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L100">rpc_server.ts:100</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L100">rpc_server.ts:100</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="getImports" class="tsd-anchor"></a>
@@ -113,12 +113,12 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">unknown</span><span class="tsd-signature-symbol">></span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L83">rpc_server.ts:83</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L83">rpc_server.ts:83</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="key" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>key</span><a href="#key" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">key</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L79">rpc_server.ts:79</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L79">rpc_server.ts:79</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="logger" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>logger</span><a href="#logger" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">logger</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">msg</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">)</span></div>
@@ -136,22 +136,22 @@
<h5><span class="tsd-kind-parameter">msg</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L82">rpc_server.ts:82</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L82">rpc_server.ts:82</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="socket" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>socket</span><a href="#socket" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">socket</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">WebSocket</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L80">rpc_server.ts:80</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L80">rpc_server.ts:80</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="state" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>state</span><a href="#state" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">state</span><span class="tsd-signature-symbol">:</span> <a href="../enums/_internal_.RPCServerState.html" class="tsd-signature-type tsd-kind-enum">RPCServerState</a><span class="tsd-signature-symbol"> = RPCServerState.InitHeader</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L81">rpc_server.ts:81</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L81">rpc_server.ts:81</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="url" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>url</span><a href="#url" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">url</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L78">rpc_server.ts:78</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L78">rpc_server.ts:78</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/Scalar.html b/docs/reference/api/typedoc/classes/Scalar.html
index 6017872..4b27617 100644
--- a/docs/reference/api/typedoc/classes/Scalar.html
+++ b/docs/reference/api/typedoc/classes/Scalar.html
@@ -24,7 +24,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">Scalar</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L296">runtime.ts:296</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L296">runtime.ts:296</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -55,7 +55,7 @@
<h5><span class="tsd-kind-parameter">dtype</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="Scalar.html" class="tsd-signature-type tsd-kind-class">Scalar</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L302">runtime.ts:302</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L302">runtime.ts:302</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="dtype" class="tsd-anchor"></a>
@@ -64,14 +64,14 @@
<div class="tsd-comment tsd-typography"><p>The data type of the scalar.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L300">runtime.ts:300</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L300">runtime.ts:300</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="value" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>value</span><a href="#value" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">value</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>The value.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L298">runtime.ts:298</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L298">runtime.ts:298</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/TVMArray.html b/docs/reference/api/typedoc/classes/TVMArray.html
index b84efe1..92790e1 100644
--- a/docs/reference/api/typedoc/classes/TVMArray.html
+++ b/docs/reference/api/typedoc/classes/TVMArray.html
@@ -25,7 +25,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">TVMArray</span></li></ul></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L889">runtime.ts:889</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L889">runtime.ts:889</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -63,7 +63,7 @@
<h4 class="tsd-returns-title">Returns <a href="TVMArray.html" class="tsd-signature-type tsd-kind-class">TVMArray</a></h4><aside class="tsd-sources">
<p>Overrides <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#constructor">constructor</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L890">runtime.ts:890</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L890">runtime.ts:890</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="dispose" class="tsd-anchor"></a>
@@ -78,7 +78,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="get" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get</span><a href="#get" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -96,7 +96,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/_internal_.TVMObjectBase.html" class="tsd-signature-type tsd-kind-type-alias">TVMObjectBase</a></h4><p>The element.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L909">runtime.ts:909</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L909">runtime.ts:909</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -115,7 +115,7 @@
<aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#getHandle">getHandle</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="size" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>size</span><a href="#size" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -125,7 +125,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>the size of the array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L901">runtime.ts:901</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L901">runtime.ts:901</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="typeIndex" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Index</span><a href="#typeIndex" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -136,7 +136,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeIndex">typeIndex</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="typeKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key</span><a href="#typeKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -147,7 +147,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeKey">typeKey</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/TVMObject.html b/docs/reference/api/typedoc/classes/TVMObject.html
index 02214dc..f0ea0a1 100644
--- a/docs/reference/api/typedoc/classes/TVMObject.html
+++ b/docs/reference/api/typedoc/classes/TVMObject.html
@@ -30,7 +30,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L805">runtime.ts:805</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L805">runtime.ts:805</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -65,7 +65,7 @@
<h5><span class="tsd-kind-parameter">ctx</span>: <a href="_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L810">runtime.ts:810</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L810">runtime.ts:810</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -80,7 +80,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -98,7 +98,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="typeIndex" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Index</span><a href="#typeIndex" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -108,7 +108,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="typeKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key</span><a href="#typeKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -118,7 +118,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/VirtualMachine.html b/docs/reference/api/typedoc/classes/VirtualMachine.html
index a4cdfd1..b518ea6 100644
--- a/docs/reference/api/typedoc/classes/VirtualMachine.html
+++ b/docs/reference/api/typedoc/classes/VirtualMachine.html
@@ -30,7 +30,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L944">runtime.ts:944</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L944">runtime.ts:944</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -68,7 +68,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="VirtualMachine.html" class="tsd-signature-type tsd-kind-class">VirtualMachine</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L951">runtime.ts:951</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L951">runtime.ts:951</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -83,7 +83,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L964">runtime.ts:964</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L964">runtime.ts:964</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getFunction" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Function</span><a href="#getFunction" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -101,7 +101,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4><p>The result function.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L972">runtime.ts:972</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L972">runtime.ts:972</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getInternalModule" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Internal<wbr/>Module</span><a href="#getInternalModule" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -111,7 +111,7 @@
</div>
<h4 class="tsd-returns-title">Returns <a href="Module.html" class="tsd-signature-type tsd-kind-class">Module</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L979">runtime.ts:979</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L979">runtime.ts:979</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.AsyncifyHandler.html b/docs/reference/api/typedoc/classes/_internal_.AsyncifyHandler.html
index a05bebf..69e6828 100644
--- a/docs/reference/api/typedoc/classes/_internal_.AsyncifyHandler.html
+++ b/docs/reference/api/typedoc/classes/_internal_.AsyncifyHandler.html
@@ -24,7 +24,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">AsyncifyHandler</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L44">asyncify.ts:44</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L44">asyncify.ts:44</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -57,7 +57,7 @@
<h5><span class="tsd-kind-parameter">memory</span>: <span class="tsd-signature-type ">Memory</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.AsyncifyHandler.html" class="tsd-signature-type tsd-kind-class">AsyncifyHandler</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L58">asyncify.ts:58</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L58">asyncify.ts:58</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="enabled" class="tsd-anchor"></a>
@@ -70,7 +70,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><p>Whether the wasm enables asynctify</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L69">asyncify.ts:69</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L69">asyncify.ts:69</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getState" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>State</span><a href="#getState" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -81,7 +81,7 @@
<h4 class="tsd-returns-title">Returns <a href="../enums/_internal_.AsyncifyStateKind.html" class="tsd-signature-type tsd-kind-enum">AsyncifyStateKind</a></h4><p>The current asynctify state</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L78">asyncify.ts:78</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L78">asyncify.ts:78</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="wrapExport" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wrap<wbr/>Export</span><a href="#wrapExport" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -124,7 +124,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h4><p>The wrapped async function</p>
</li></ul></li></ul><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L140">asyncify.ts:140</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L140">asyncify.ts:140</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="wrapImport" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wrap<wbr/>Import</span><a href="#wrapImport" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -167,7 +167,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><p>The wrapped function that can be registered to the system</p>
</li></ul></li></ul><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L88">asyncify.ts:88</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L88">asyncify.ts:88</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html b/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html
index b803f4b..9052410 100644
--- a/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html
+++ b/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html
@@ -36,7 +36,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L206">memory.ts:206</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L206">memory.ts:206</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -86,7 +86,7 @@
<h5><span class="tsd-kind-parameter">freeSpace</span>: <a href="../types/_internal_.FTVMWasmFreeSpace.html" class="tsd-signature-type tsd-kind-type-alias">FTVMWasmFreeSpace</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.CachedCallStack.html" class="tsd-signature-type tsd-kind-class">CachedCallStack</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L225">memory.ts:225</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L225">memory.ts:225</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="tempArgs" class="tsd-anchor"></a>
@@ -95,7 +95,7 @@
<div class="tsd-comment tsd-typography"><p>List of temporay arguments that can be disposed during reset.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L208">memory.ts:208</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L208">memory.ts:208</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="allocPtrArray" class="tsd-anchor"></a>
@@ -115,7 +115,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The allocated pointer array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L312">memory.ts:312</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L312">memory.ts:312</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="allocRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>alloc<wbr/>Raw<wbr/>Bytes</span><a href="#allocRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -134,7 +134,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L284">memory.ts:284</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L284">memory.ts:284</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="allocThenSetArgBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>alloc<wbr/>Then<wbr/>Set<wbr/>Arg<wbr/>Bytes</span><a href="#allocThenSetArgBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -156,7 +156,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L390">memory.ts:390</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L390">memory.ts:390</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="allocThenSetArgString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>alloc<wbr/>Then<wbr/>Set<wbr/>Arg<wbr/>String</span><a href="#allocThenSetArgString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -180,7 +180,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L377">memory.ts:377</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L377">memory.ts:377</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="commitToWasmMemory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>commit<wbr/>To<wbr/>Wasm<wbr/>Memory</span><a href="#commitToWasmMemory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -199,7 +199,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L267">memory.ts:267</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L267">memory.ts:267</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -212,7 +212,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L243">memory.ts:243</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L243">memory.ts:243</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ptrFromOffset" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ptr<wbr/>From<wbr/>Offset</span><a href="#ptrFromOffset" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -230,7 +230,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L321">memory.ts:321</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L321">memory.ts:321</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="reset" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>reset</span><a href="#reset" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -240,7 +240,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L252">memory.ts:252</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L252">memory.ts:252</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeF64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>F64</span><a href="#storeF64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -255,7 +255,7 @@
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L360">memory.ts:360</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L360">memory.ts:360</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeI32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>I32</span><a href="#storeI32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -270,7 +270,7 @@
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L342">memory.ts:342</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L342">memory.ts:342</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeI64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>I64</span><a href="#storeI64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -285,7 +285,7 @@
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L350">memory.ts:350</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L350">memory.ts:350</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storePtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>Ptr</span><a href="#storePtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -300,7 +300,7 @@
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L326">memory.ts:326</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L326">memory.ts:326</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>Raw<wbr/>Bytes</span><a href="#storeRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -315,7 +315,7 @@
<h5><span class="tsd-kind-parameter">bytes</span>: <span class="tsd-signature-type ">Uint8Array</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L364">memory.ts:364</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L364">memory.ts:364</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeU32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>U32</span><a href="#storeU32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -330,7 +330,7 @@
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L346">memory.ts:346</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L346">memory.ts:346</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeUSize" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>storeUSize</span><a href="#storeUSize" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -345,7 +345,7 @@
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L334">memory.ts:334</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L334">memory.ts:334</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html b/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html
index 7ec81b2..ab14f36 100644
--- a/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html
+++ b/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html
@@ -29,7 +29,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L207">webgpu.ts:207</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L207">webgpu.ts:207</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -61,7 +61,7 @@
<h5><span class="tsd-kind-parameter">canvas</span>: <span class="tsd-signature-type ">HTMLCanvasElement</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.CanvasRenderManager.html" class="tsd-signature-type tsd-kind-class">CanvasRenderManager</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L216">webgpu.ts:216</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L216">webgpu.ts:216</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="clear" class="tsd-anchor"></a>
@@ -71,7 +71,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L290">webgpu.ts:290</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L290">webgpu.ts:290</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -84,7 +84,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L366">webgpu.ts:366</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L366">webgpu.ts:366</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="draw" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>draw</span><a href="#draw" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -101,7 +101,7 @@
<h5><span class="tsd-kind-parameter">width</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L316">webgpu.ts:316</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L316">webgpu.ts:316</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.Environment.html b/docs/reference/api/typedoc/classes/_internal_.Environment.html
index e6ade75..d408e17 100644
--- a/docs/reference/api/typedoc/classes/_internal_.Environment.html
+++ b/docs/reference/api/typedoc/classes/_internal_.Environment.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/LibraryProvider.html" class="tsd-signature-type tsd-kind-interface">LibraryProvider</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/environment.ts#L68">environment.ts:68</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/environment.ts#L68">environment.ts:68</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -76,7 +76,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.Environment.html" class="tsd-signature-type tsd-kind-class">Environment</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/environment.ts#L88">environment.ts:88</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/environment.ts#L88">environment.ts:88</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="imports" class="tsd-anchor"></a>
@@ -86,7 +86,7 @@
</div><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/LibraryProvider.html">LibraryProvider</a>.<a href="../interfaces/LibraryProvider.html#imports">imports</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/environment.ts#L70">environment.ts:70</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/environment.ts#L70">environment.ts:70</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="logger" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>logger</span><a href="#logger" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">logger</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">msg</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">)</span></div>
@@ -104,7 +104,7 @@
<h5><span class="tsd-kind-parameter">msg</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/environment.ts#L69">environment.ts:69</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/environment.ts#L69">environment.ts:69</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="packedCFuncTable" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>packedCFunc<wbr/>Table</span><a href="#packedCFuncTable" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">packedCFunc<wbr/>Table</span><span class="tsd-signature-symbol">:</span> <a href="../types/_internal_.FTVMWasmPackedCFunc.html" class="tsd-signature-type tsd-kind-type-alias">FTVMWasmPackedCFunc</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> = ...</span></div>
@@ -114,14 +114,14 @@
of functions that do not maps to the address space.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/environment.ts#L78">environment.ts:78</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/environment.ts#L78">environment.ts:78</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="packedCFuncTableFreeId" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>packedCFunc<wbr/>Table<wbr/>Free<wbr/>Id</span><a href="#packedCFuncTableFreeId" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">packedCFunc<wbr/>Table<wbr/>Free<wbr/>Id</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> = []</span></div>
<div class="tsd-comment tsd-typography"><p>Free table index that can be recycled.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/environment.ts#L84">environment.ts:84</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/environment.ts#L84">environment.ts:84</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="start" class="tsd-anchor"></a>
@@ -139,7 +139,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/LibraryProvider.html">LibraryProvider</a>.<a href="../interfaces/LibraryProvider.html#start">start</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/environment.ts#L105">environment.ts:105</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/environment.ts#L105">environment.ts:105</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html b/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html
index da61de5..a29d674 100644
--- a/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html
+++ b/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L56">runtime.ts:56</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L56">runtime.ts:56</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -69,29 +69,29 @@
<h5><span class="tsd-kind-parameter">imports</span>: <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.FFILibrary.html" class="tsd-signature-type tsd-kind-class">FFILibrary</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L64">runtime.ts:64</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L64">runtime.ts:64</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="exports" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>exports</span><a href="#exports" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">exports</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type ">Function</span><span class="tsd-signature-symbol">></span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L59">runtime.ts:59</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L59">runtime.ts:59</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L58">runtime.ts:58</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L58">runtime.ts:58</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="wasm32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wasm32</span><a href="#wasm32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">wasm32</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L57">runtime.ts:57</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L57">runtime.ts:57</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="webGPUContext" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagOptional">Optional</code> <span>webGPUContext</span><a href="#webGPUContext" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">webGPUContext</span><span class="tsd-signature-symbol">?:</span> <a href="_internal_.WebGPUContext.html" class="tsd-signature-type tsd-kind-class">WebGPUContext</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L60">runtime.ts:60</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L60">runtime.ts:60</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="checkCall" class="tsd-anchor"></a>
@@ -106,7 +106,7 @@
<h5><span class="tsd-kind-parameter">code</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L90">runtime.ts:90</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L90">runtime.ts:90</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -119,7 +119,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L79">runtime.ts:79</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L79">runtime.ts:79</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getOrAllocCallStack" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Or<wbr/>Alloc<wbr/>Call<wbr/>Stack</span><a href="#getOrAllocCallStack" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -127,7 +127,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <a href="_internal_.CachedCallStack.html" class="tsd-signature-type tsd-kind-class">CachedCallStack</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L98">runtime.ts:98</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L98">runtime.ts:98</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="recycleCallStack" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>recycle<wbr/>Call<wbr/>Stack</span><a href="#recycleCallStack" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -140,7 +140,7 @@
<h5><span class="tsd-kind-parameter">callstack</span>: <a href="_internal_.CachedCallStack.html" class="tsd-signature-type tsd-kind-class">CachedCallStack</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L109">runtime.ts:109</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L109">runtime.ts:109</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sizeofPtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sizeof<wbr/>Ptr</span><a href="#sizeofPtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -148,7 +148,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L86">runtime.ts:86</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L86">runtime.ts:86</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.Memory.html b/docs/reference/api/typedoc/classes/_internal_.Memory.html
index c84160f..fa11e83 100644
--- a/docs/reference/api/typedoc/classes/_internal_.Memory.html
+++ b/docs/reference/api/typedoc/classes/_internal_.Memory.html
@@ -24,7 +24,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">Memory</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L31">memory.ts:31</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L31">memory.ts:31</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -70,19 +70,19 @@
<h5><span class="tsd-kind-parameter">memory</span>: <span class="tsd-signature-type ">Memory</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L42">memory.ts:42</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L42">memory.ts:42</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Memory</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L32">memory.ts:32</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L32">memory.ts:32</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="wasm32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wasm32</span><a href="#wasm32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">wasm32</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = true</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L33">memory.ts:33</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L33">memory.ts:33</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="loadCString" class="tsd-anchor"></a>
@@ -101,7 +101,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L154">memory.ts:154</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L154">memory.ts:154</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadF32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>F32</span><a href="#loadF32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -114,7 +114,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L90">memory.ts:90</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L90">memory.ts:90</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadF64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>F64</span><a href="#loadF64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -127,7 +127,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L97">memory.ts:97</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L97">memory.ts:97</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadI32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>I32</span><a href="#loadI32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -140,7 +140,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L74">memory.ts:74</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L74">memory.ts:74</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadI64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>I64</span><a href="#loadI64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -153,7 +153,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L81">memory.ts:81</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L81">memory.ts:81</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadPointer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>Pointer</span><a href="#loadPointer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -166,7 +166,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L104">memory.ts:104</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L104">memory.ts:104</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>Raw<wbr/>Bytes</span><a href="#loadRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -187,7 +187,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L132">memory.ts:132</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L132">memory.ts:132</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadTVMBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>loadTVMBytes</span><a href="#loadTVMBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -204,7 +204,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L145">memory.ts:145</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L145">memory.ts:145</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadU16" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>U16</span><a href="#loadU16" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -217,7 +217,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L60">memory.ts:60</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L60">memory.ts:60</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadU32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>U32</span><a href="#loadU32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -230,7 +230,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L67">memory.ts:67</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L67">memory.ts:67</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadU8" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>U8</span><a href="#loadU8" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -243,7 +243,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L53">memory.ts:53</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L53">memory.ts:53</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadUSize" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>loadUSize</span><a href="#loadUSize" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -256,7 +256,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L114">memory.ts:114</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L114">memory.ts:114</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sizeofPtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sizeof<wbr/>Ptr</span><a href="#sizeofPtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -264,7 +264,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L124">memory.ts:124</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L124">memory.ts:124</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>Raw<wbr/>Bytes</span><a href="#storeRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -285,7 +285,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/memory.ts#L175">memory.ts:175</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/memory.ts#L175">memory.ts:175</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html b/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html
index 7cd761a..4bf6185 100644
--- a/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html
+++ b/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L311">runtime.ts:311</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L311">runtime.ts:311</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -59,7 +59,7 @@
<h5><span class="tsd-kind-parameter">lib</span>: <a href="_internal_.FFILibrary.html" class="tsd-signature-type tsd-kind-class">FFILibrary</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.PackedFuncCell.html" class="tsd-signature-type tsd-kind-class">PackedFuncCell</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L315">runtime.ts:315</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L315">runtime.ts:315</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -74,7 +74,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L320">runtime.ts:320</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L320">runtime.ts:320</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -87,7 +87,7 @@
<h5><span class="tsd-kind-parameter">requireNotNull</span>: <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = true</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L329">runtime.ts:329</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L329">runtime.ts:329</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html b/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html
index dd0c5f0..594a9a5 100644
--- a/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html
+++ b/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L155">runtime.ts:155</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L155">runtime.ts:155</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -96,114 +96,114 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L180">runtime.ts:180</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L180">runtime.ts:180</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="applyPresenceAndFrequencyPenalty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Presence<wbr/>And<wbr/>Frequency<wbr/>Penalty</span><a href="#applyPresenceAndFrequencyPenalty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">apply<wbr/>Presence<wbr/>And<wbr/>Frequency<wbr/>Penalty</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L175">runtime.ts:175</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L175">runtime.ts:175</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="applyRepetitionPenalty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Repetition<wbr/>Penalty</span><a href="#applyRepetitionPenalty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">apply<wbr/>Repetition<wbr/>Penalty</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L174">runtime.ts:174</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L174">runtime.ts:174</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="applySoftmaxWithTemperature" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Softmax<wbr/>With<wbr/>Temperature</span><a href="#applySoftmaxWithTemperature" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">apply<wbr/>Softmax<wbr/>With<wbr/>Temperature</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L176">runtime.ts:176</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L176">runtime.ts:176</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheClear" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Clear</span><a href="#arrayCacheClear" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Clear</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L166">runtime.ts:166</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L166">runtime.ts:166</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheGet" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Get</span><a href="#arrayCacheGet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Get</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L163">runtime.ts:163</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L163">runtime.ts:163</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheRemove" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Remove</span><a href="#arrayCacheRemove" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Remove</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L165">runtime.ts:165</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L165">runtime.ts:165</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheUpdate" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Update</span><a href="#arrayCacheUpdate" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Update</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L164">runtime.ts:164</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L164">runtime.ts:164</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayConcat" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Concat</span><a href="#arrayConcat" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Concat</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L159">runtime.ts:159</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L159">runtime.ts:159</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayDecodeStorage" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Decode<wbr/>Storage</span><a href="#arrayDecodeStorage" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Decode<wbr/>Storage</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L167">runtime.ts:167</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L167">runtime.ts:167</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayGetItem" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Get<wbr/>Item</span><a href="#arrayGetItem" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Get<wbr/>Item</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L156">runtime.ts:156</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L156">runtime.ts:156</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayGetSize" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Get<wbr/>Size</span><a href="#arrayGetSize" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Get<wbr/>Size</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L157">runtime.ts:157</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L157">runtime.ts:157</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayMake" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Make</span><a href="#arrayMake" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Make</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L158">runtime.ts:158</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L158">runtime.ts:158</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="getFFIString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>getFFIString</span><a href="#getFFIString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">getFFIString</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L161">runtime.ts:161</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L161">runtime.ts:161</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="getSysLib" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Sys<wbr/>Lib</span><a href="#getSysLib" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">get<wbr/>Sys<wbr/>Lib</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L162">runtime.ts:162</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L162">runtime.ts:162</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="makeShapeTuple" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>make<wbr/>Shape<wbr/>Tuple</span><a href="#makeShapeTuple" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">make<wbr/>Shape<wbr/>Tuple</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L170">runtime.ts:170</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L170">runtime.ts:170</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCreateView" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Create<wbr/>View</span><a href="#ndarrayCreateView" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">ndarray<wbr/>Create<wbr/>View</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L171">runtime.ts:171</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L171">runtime.ts:171</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="paramModuleFromCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>param<wbr/>Module<wbr/>From<wbr/>Cache</span><a href="#paramModuleFromCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">param<wbr/>Module<wbr/>From<wbr/>Cache</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L168">runtime.ts:168</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L168">runtime.ts:168</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="paramModuleFromCacheByName" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>param<wbr/>Module<wbr/>From<wbr/>Cache<wbr/>By<wbr/>Name</span><a href="#paramModuleFromCacheByName" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">param<wbr/>Module<wbr/>From<wbr/>Cache<wbr/>By<wbr/>Name</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L169">runtime.ts:169</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L169">runtime.ts:169</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromLogits" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Logits</span><a href="#sampleTopPFromLogits" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">sample<wbr/>TopPFrom<wbr/>Logits</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L172">runtime.ts:172</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L172">runtime.ts:172</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromProb" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Prob</span><a href="#sampleTopPFromProb" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">sample<wbr/>TopPFrom<wbr/>Prob</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L173">runtime.ts:173</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L173">runtime.ts:173</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="stringMake" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>string<wbr/>Make</span><a href="#stringMake" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">string<wbr/>Make</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L160">runtime.ts:160</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L160">runtime.ts:160</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="attachToCurrentScope" class="tsd-anchor"></a>
@@ -231,7 +231,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><p>the same object.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L254">runtime.ts:254</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L254">runtime.ts:254</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="beginScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>begin<wbr/>Scope</span><a href="#beginScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -239,7 +239,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L228">runtime.ts:228</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L228">runtime.ts:228</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="detachFromCurrentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>detach<wbr/>From<wbr/>Current<wbr/>Scope</span><a href="#detachFromCurrentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -257,7 +257,7 @@
<h5><span class="tsd-kind-parameter">obj</span>: <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L273">runtime.ts:273</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L273">runtime.ts:273</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -270,7 +270,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L204">runtime.ts:204</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L204">runtime.ts:204</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="endScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>end<wbr/>Scope</span><a href="#endScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -278,7 +278,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L232">runtime.ts:232</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L232">runtime.ts:232</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="moveToParentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>move<wbr/>To<wbr/>Parent<wbr/>Scope</span><a href="#moveToParentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -296,7 +296,7 @@
<h5><span class="tsd-kind-parameter">obj</span>: <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L263">runtime.ts:263</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L263">runtime.ts:263</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.TVMString.html b/docs/reference/api/typedoc/classes/_internal_.TVMString.html
index ffa74a0..6df0957 100644
--- a/docs/reference/api/typedoc/classes/_internal_.TVMString.html
+++ b/docs/reference/api/typedoc/classes/_internal_.TVMString.html
@@ -26,7 +26,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">TVMString</span></li></ul></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L915">runtime.ts:915</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L915">runtime.ts:915</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -63,7 +63,7 @@
<h4 class="tsd-returns-title">Returns <a href="_internal_.TVMString.html" class="tsd-signature-type tsd-kind-class">TVMString</a></h4><aside class="tsd-sources">
<p>Overrides <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#constructor">constructor</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L916">runtime.ts:916</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L916">runtime.ts:916</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="dispose" class="tsd-anchor"></a>
@@ -78,7 +78,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -97,7 +97,7 @@
<aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#getHandle">getHandle</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>String</span><a href="#toString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -107,7 +107,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><p>the size of the array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L927">runtime.ts:927</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L927">runtime.ts:927</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="typeIndex" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Index</span><a href="#typeIndex" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -118,7 +118,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeIndex">typeIndex</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="typeKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key</span><a href="#typeKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -129,7 +129,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeKey">typeKey</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html b/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html
index 66eb702..7305770 100644
--- a/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html
+++ b/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html
@@ -25,7 +25,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">WebGPUContext</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L384">webgpu.ts:384</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L384">webgpu.ts:384</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -69,19 +69,19 @@
<h5><span class="tsd-kind-parameter">device</span>: <span class="tsd-signature-type ">GPUDevice</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.WebGPUContext.html" class="tsd-signature-type tsd-kind-class">WebGPUContext</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L409">webgpu.ts:409</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L409">webgpu.ts:409</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device</span><a href="#device" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">device</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">GPUDevice</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L385">webgpu.ts:385</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L385">webgpu.ts:385</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L386">webgpu.ts:386</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L386">webgpu.ts:386</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="bindCanvas" class="tsd-anchor"></a>
@@ -100,7 +100,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L493">webgpu.ts:493</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L493">webgpu.ts:493</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="clearCanvas" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>clear<wbr/>Canvas</span><a href="#clearCanvas" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -110,7 +110,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L485">webgpu.ts:485</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L485">webgpu.ts:485</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="copyRawBytesToBuffer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>copy<wbr/>Raw<wbr/>Bytes<wbr/>To<wbr/>Buffer</span><a href="#copyRawBytesToBuffer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -139,7 +139,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L467">webgpu.ts:467</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L467">webgpu.ts:467</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="createShader" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>create<wbr/>Shader</span><a href="#createShader" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -160,7 +160,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Function</span></h4><p>The shader</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L505">webgpu.ts:505</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L505">webgpu.ts:505</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="createShaderAsync" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>create<wbr/>Shader<wbr/>Async</span><a href="#createShaderAsync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -181,7 +181,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type ">Function</span><span class="tsd-signature-symbol">></span></h4><p>The shader</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L517">webgpu.ts:517</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L517">webgpu.ts:517</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -191,7 +191,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L417">webgpu.ts:417</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L417">webgpu.ts:417</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="drawImageFromBuffer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>draw<wbr/>Image<wbr/>From<wbr/>Buffer</span><a href="#drawImageFromBuffer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -216,7 +216,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L452">webgpu.ts:452</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L452">webgpu.ts:452</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getDeviceAPI" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>DeviceAPI</span><a href="#getDeviceAPI" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -232,7 +232,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Function</span></h4><p>The corresponding device api.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L773">webgpu.ts:773</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L773">webgpu.ts:773</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="runtimeStatsText" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>runtime<wbr/>Stats<wbr/>Text</span><a href="#runtimeStatsText" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -242,7 +242,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L439">webgpu.ts:439</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L439">webgpu.ts:439</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sync" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sync</span><a href="#sync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -252,7 +252,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L432">webgpu.ts:432</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L432">webgpu.ts:432</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/enums/_internal_.AsyncifyStateKind.html b/docs/reference/api/typedoc/enums/_internal_.AsyncifyStateKind.html
index d2bdb60..9431c4a 100644
--- a/docs/reference/api/typedoc/enums/_internal_.AsyncifyStateKind.html
+++ b/docs/reference/api/typedoc/enums/_internal_.AsyncifyStateKind.html
@@ -20,7 +20,7 @@
<div class="tsd-comment tsd-typography"><p>enums to check the current state of asynctify</p>
</div></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L30">asyncify.ts:30</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L30">asyncify.ts:30</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -38,17 +38,17 @@
<h3 class="tsd-anchor-link"><span>None</span><a href="#None" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">None</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">0</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L31">asyncify.ts:31</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L31">asyncify.ts:31</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="Rewinding" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Rewinding</span><a href="#Rewinding" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Rewinding</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">2</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L33">asyncify.ts:33</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L33">asyncify.ts:33</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="Unwinding" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Unwinding</span><a href="#Unwinding" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Unwinding</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">1</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/asyncify.ts#L32">asyncify.ts:32</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/asyncify.ts#L32">asyncify.ts:32</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html b/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
index 772d368..7390a84 100644
--- a/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
+++ b/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
@@ -17,7 +17,7 @@
<li><a href="_internal_.RPCServerState.html">RPCServerState</a></li></ul>
<h1>Enumeration RPCServerState</h1></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L27">rpc_server.ts:27</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L27">rpc_server.ts:27</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -38,32 +38,32 @@
<h3 class="tsd-anchor-link"><span>Init<wbr/>Header</span><a href="#InitHeader" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Init<wbr/>Header</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">0</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L28">rpc_server.ts:28</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L28">rpc_server.ts:28</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="InitHeaderKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Init<wbr/>Header<wbr/>Key</span><a href="#InitHeaderKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Init<wbr/>Header<wbr/>Key</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">1</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L29">rpc_server.ts:29</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L29">rpc_server.ts:29</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="InitServer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Init<wbr/>Server</span><a href="#InitServer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Init<wbr/>Server</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">2</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L30">rpc_server.ts:30</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L30">rpc_server.ts:30</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ReceivePacketBody" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Receive<wbr/>Packet<wbr/>Body</span><a href="#ReceivePacketBody" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Receive<wbr/>Packet<wbr/>Body</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">5</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L33">rpc_server.ts:33</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L33">rpc_server.ts:33</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ReceivePacketHeader" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Receive<wbr/>Packet<wbr/>Header</span><a href="#ReceivePacketHeader" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Receive<wbr/>Packet<wbr/>Header</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">4</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L32">rpc_server.ts:32</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L32">rpc_server.ts:32</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="WaitForCallback" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Wait<wbr/>For<wbr/>Callback</span><a href="#WaitForCallback" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Wait<wbr/>For<wbr/>Callback</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">3</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/rpc_server.ts#L31">rpc_server.ts:31</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/rpc_server.ts#L31">rpc_server.ts:31</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/functions/assert.html b/docs/reference/api/typedoc/functions/assert.html
index 4d49fdb..2f9bcf6 100644
--- a/docs/reference/api/typedoc/functions/assert.html
+++ b/docs/reference/api/typedoc/functions/assert.html
@@ -34,7 +34,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">asserts </span><span class="tsd-kind-parameter">condition</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L65">support.ts:65</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L65">support.ts:65</a></li></ul></aside></li></ul></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/functions/createPolyfillWASI.html b/docs/reference/api/typedoc/functions/createPolyfillWASI.html
index a25994a..9b6d543 100644
--- a/docs/reference/api/typedoc/functions/createPolyfillWASI.html
+++ b/docs/reference/api/typedoc/functions/createPolyfillWASI.html
@@ -24,7 +24,7 @@
<h4 class="tsd-returns-title">Returns <a href="../interfaces/LibraryProvider.html" class="tsd-signature-type tsd-kind-interface">LibraryProvider</a></h4><p>A wasi that can run on broswer or local.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/compact.ts#L55">compact.ts:55</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/compact.ts#L55">compact.ts:55</a></li></ul></aside></li></ul></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/functions/deleteNDArrayCache.html b/docs/reference/api/typedoc/functions/deleteNDArrayCache.html
index d5debb0..e5b721c 100644
--- a/docs/reference/api/typedoc/functions/deleteNDArrayCache.html
+++ b/docs/reference/api/typedoc/functions/deleteNDArrayCache.html
@@ -38,7 +38,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L394">artifact_cache.ts:394</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L394">artifact_cache.ts:394</a></li></ul></aside></li></ul></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/functions/detectGPUDevice.html b/docs/reference/api/typedoc/functions/detectGPUDevice.html
index 0407be9..0f91aa2 100644
--- a/docs/reference/api/typedoc/functions/detectGPUDevice.html
+++ b/docs/reference/api/typedoc/functions/detectGPUDevice.html
@@ -23,7 +23,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><a href="../interfaces/GPUDeviceDetectOutput.html" class="tsd-signature-type tsd-kind-interface">GPUDeviceDetectOutput</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L36">webgpu.ts:36</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L36">webgpu.ts:36</a></li></ul></aside></li></ul></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/functions/hasNDArrayInCache.html b/docs/reference/api/typedoc/functions/hasNDArrayInCache.html
index bbca26d..7197c0a 100644
--- a/docs/reference/api/typedoc/functions/hasNDArrayInCache.html
+++ b/docs/reference/api/typedoc/functions/hasNDArrayInCache.html
@@ -39,7 +39,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">></span></h4><p>the result if the cache has NDArray</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L362">artifact_cache.ts:362</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L362">artifact_cache.ts:362</a></li></ul></aside></li></ul></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/functions/instantiate.html b/docs/reference/api/typedoc/functions/instantiate.html
index 14c85c8..6360dac 100644
--- a/docs/reference/api/typedoc/functions/instantiate.html
+++ b/docs/reference/api/typedoc/functions/instantiate.html
@@ -53,7 +53,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><a href="../classes/Instance.html" class="tsd-signature-type tsd-kind-class">Instance</a><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L2549">runtime.ts:2549</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L2549">runtime.ts:2549</a></li></ul></aside></li></ul></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/functions/wasmPath.html b/docs/reference/api/typedoc/functions/wasmPath.html
index 2383a1b..63e3315 100644
--- a/docs/reference/api/typedoc/functions/wasmPath.html
+++ b/docs/reference/api/typedoc/functions/wasmPath.html
@@ -24,7 +24,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><p>The wasm path.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/support.ts#L75">support.ts:75</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/support.ts#L75">support.ts:75</a></li></ul></aside></li></ul></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/ArtifactCacheTemplate.html b/docs/reference/api/typedoc/interfaces/ArtifactCacheTemplate.html
index fef88f9..cf6916b 100644
--- a/docs/reference/api/typedoc/interfaces/ArtifactCacheTemplate.html
+++ b/docs/reference/api/typedoc/interfaces/ArtifactCacheTemplate.html
@@ -28,7 +28,7 @@
<li><a href="../classes/ArtifactCache.html" class="tsd-signature-type tsd-kind-class">ArtifactCache</a></li>
<li><a href="../classes/ArtifactIndexedDBCache.html" class="tsd-signature-type tsd-kind-class">ArtifactIndexedDBCache</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L39">artifact_cache.ts:39</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L39">artifact_cache.ts:39</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -61,7 +61,7 @@
<h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">storetype</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L67">artifact_cache.ts:67</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L67">artifact_cache.ts:67</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="deleteInCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>delete<wbr/>In<wbr/>Cache</span><a href="#deleteInCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -78,7 +78,7 @@
<h5><span class="tsd-kind-parameter">url</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L81">artifact_cache.ts:81</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L81">artifact_cache.ts:81</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchWithCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetch<wbr/>With<wbr/>Cache</span><a href="#fetchWithCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -99,7 +99,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h4><p>The data object (i.e. users do not need to call <code>.json()</code> or <code>.arraybuffer()</code>).</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L54">artifact_cache.ts:54</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L54">artifact_cache.ts:54</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="hasAllKeys" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>has<wbr/>All<wbr/>Keys</span><a href="#hasAllKeys" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -116,7 +116,7 @@
<h5><span class="tsd-kind-parameter">keys</span>: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L74">artifact_cache.ts:74</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L74">artifact_cache.ts:74</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/Disposable.html b/docs/reference/api/typedoc/interfaces/Disposable.html
index 6a5486f..068679e 100644
--- a/docs/reference/api/typedoc/interfaces/Disposable.html
+++ b/docs/reference/api/typedoc/interfaces/Disposable.html
@@ -37,7 +37,7 @@
<li><a href="../classes/TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></li>
<li><a href="../classes/VirtualMachine.html" class="tsd-signature-type tsd-kind-class">VirtualMachine</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/types.ts#L46">types.ts:46</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/types.ts#L46">types.ts:46</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -65,7 +65,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/types.ts#L52">types.ts:52</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/types.ts#L52">types.ts:52</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/GPUDeviceDetectOutput.html b/docs/reference/api/typedoc/interfaces/GPUDeviceDetectOutput.html
index d1d2a19..ea4708b 100644
--- a/docs/reference/api/typedoc/interfaces/GPUDeviceDetectOutput.html
+++ b/docs/reference/api/typedoc/interfaces/GPUDeviceDetectOutput.html
@@ -20,7 +20,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">GPUDeviceDetectOutput</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L27">webgpu.ts:27</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L27">webgpu.ts:27</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -38,17 +38,17 @@
<h3 class="tsd-anchor-link"><span>adapter</span><a href="#adapter" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">adapter</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">GPUAdapter</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L28">webgpu.ts:28</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L28">webgpu.ts:28</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="adapterInfo" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>adapter<wbr/>Info</span><a href="#adapterInfo" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">adapter<wbr/>Info</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">GPUAdapterInfo</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L29">webgpu.ts:29</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L29">webgpu.ts:29</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device</span><a href="#device" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">device</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">GPUDevice</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L30">webgpu.ts:30</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L30">webgpu.ts:30</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/InitProgressReport.html b/docs/reference/api/typedoc/interfaces/InitProgressReport.html
index f668b92..f1e94c2 100644
--- a/docs/reference/api/typedoc/interfaces/InitProgressReport.html
+++ b/docs/reference/api/typedoc/interfaces/InitProgressReport.html
@@ -20,7 +20,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">InitProgressReport</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L990">runtime.ts:990</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L990">runtime.ts:990</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -38,17 +38,17 @@
<h3 class="tsd-anchor-link"><span>progress</span><a href="#progress" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">progress</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L991">runtime.ts:991</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L991">runtime.ts:991</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="text" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>text</span><a href="#text" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">text</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L993">runtime.ts:993</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L993">runtime.ts:993</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="timeElapsed" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>time<wbr/>Elapsed</span><a href="#timeElapsed" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">time<wbr/>Elapsed</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L992">runtime.ts:992</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L992">runtime.ts:992</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/LibraryProvider.html b/docs/reference/api/typedoc/interfaces/LibraryProvider.html
index 0fe9d66..dee0005 100644
--- a/docs/reference/api/typedoc/interfaces/LibraryProvider.html
+++ b/docs/reference/api/typedoc/interfaces/LibraryProvider.html
@@ -32,7 +32,7 @@
<ul class="tsd-hierarchy">
<li><a href="../classes/_internal_.Environment.html" class="tsd-signature-type tsd-kind-class">Environment</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/types.ts#L32">types.ts:32</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/types.ts#L32">types.ts:32</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -51,7 +51,7 @@
<div class="tsd-comment tsd-typography"><p>The imports that can be passed to WebAssembly instance creation.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/types.ts#L34">types.ts:34</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/types.ts#L34">types.ts:34</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="start" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>start</span><a href="#start" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">start</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">inst</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">)</span></div>
@@ -73,7 +73,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/types.ts#L39">types.ts:39</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/types.ts#L39">types.ts:39</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html b/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
index b856acf..4a72403 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
+++ b/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
@@ -24,7 +24,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">FunctionInfo</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L374">webgpu.ts:374</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L374">webgpu.ts:374</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -42,17 +42,17 @@
<h3 class="tsd-anchor-link"><span>arg_<wbr/>types</span><a href="#arg_types" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">arg_<wbr/>types</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L376">webgpu.ts:376</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L376">webgpu.ts:376</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="launch_param_tags" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>launch_<wbr/>param_<wbr/>tags</span><a href="#launch_param_tags" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">launch_<wbr/>param_<wbr/>tags</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L377">webgpu.ts:377</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L377">webgpu.ts:377</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="name" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>name</span><a href="#name" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">name</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/webgpu.ts#L375">webgpu.ts:375</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/webgpu.ts#L375">webgpu.ts:375</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html
index dd6f192..6d434e5 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html
+++ b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html
@@ -21,7 +21,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">NDArrayCacheEntry</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L20">artifact_cache.ts:20</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L20">artifact_cache.ts:20</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -42,32 +42,32 @@
<h3 class="tsd-anchor-link"><span>byte<wbr/>Offset</span><a href="#byteOffset" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">byte<wbr/>Offset</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L25">artifact_cache.ts:25</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L25">artifact_cache.ts:25</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="dtype" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dtype</span><a href="#dtype" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">dtype</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L23">artifact_cache.ts:23</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L23">artifact_cache.ts:23</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="format" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>format</span><a href="#format" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">format</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">"f32-to-bf16"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"raw"</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L24">artifact_cache.ts:24</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L24">artifact_cache.ts:24</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="name" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>name</span><a href="#name" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">name</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L21">artifact_cache.ts:21</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L21">artifact_cache.ts:21</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="nbytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>nbytes</span><a href="#nbytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">nbytes</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L26">artifact_cache.ts:26</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L26">artifact_cache.ts:26</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="shape" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>shape</span><a href="#shape" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">shape</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L22">artifact_cache.ts:22</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L22">artifact_cache.ts:22</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html
index 924c1c2..bb3437e 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html
+++ b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html
@@ -21,7 +21,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">NDArrayShardEntry</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L29">artifact_cache.ts:29</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L29">artifact_cache.ts:29</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -40,22 +40,22 @@
<h3 class="tsd-anchor-link"><span>data<wbr/>Path</span><a href="#dataPath" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5" id="icon-anchor-c"></path></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">data<wbr/>Path</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L30">artifact_cache.ts:30</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L30">artifact_cache.ts:30</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="format" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>format</span><a href="#format" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">format</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">"raw-shard"</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L31">artifact_cache.ts:31</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L31">artifact_cache.ts:31</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="nbytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>nbytes</span><a href="#nbytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">nbytes</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L32">artifact_cache.ts:32</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L32">artifact_cache.ts:32</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="records" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>records</span><a href="#records" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">records</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.NDArrayCacheEntry.html" class="tsd-signature-type tsd-kind-interface">NDArrayCacheEntry</a><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/artifact_cache.ts#L33">artifact_cache.ts:33</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/artifact_cache.ts#L33">artifact_cache.ts:33</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/InitProgressCallback.html b/docs/reference/api/typedoc/types/InitProgressCallback.html
index 7aa73bb..41afc13 100644
--- a/docs/reference/api/typedoc/types/InitProgressCallback.html
+++ b/docs/reference/api/typedoc/types/InitProgressCallback.html
@@ -30,7 +30,7 @@
<h5><span class="tsd-kind-parameter">report</span>: <a href="../interfaces/InitProgressReport.html" class="tsd-signature-type tsd-kind-interface">InitProgressReport</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L996">runtime.ts:996</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L996">runtime.ts:996</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/PackedFunc.html b/docs/reference/api/typedoc/types/PackedFunc.html
index 0bf6d88..e2df068 100644
--- a/docs/reference/api/typedoc/types/PackedFunc.html
+++ b/docs/reference/api/typedoc/types/PackedFunc.html
@@ -19,7 +19,7 @@
<div class="tsd-comment tsd-typography"><p>Type for PackedFunc in the TVMRuntime.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L42">runtime.ts:42</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L42">runtime.ts:42</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.AsyncPackedFunc.html b/docs/reference/api/typedoc/types/_internal_.AsyncPackedFunc.html
index 1be30c2..0addcbd 100644
--- a/docs/reference/api/typedoc/types/_internal_.AsyncPackedFunc.html
+++ b/docs/reference/api/typedoc/types/_internal_.AsyncPackedFunc.html
@@ -21,7 +21,7 @@
possibly may contain stack unwinding through Asynctify</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L49">runtime.ts:49</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L49">runtime.ts:49</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html b/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
index 56dabf4..8d5aa58 100644
--- a/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
+++ b/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
@@ -37,7 +37,7 @@
<h5><span class="tsd-kind-parameter">ctx</span>: <a href="../classes/_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="../classes/TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L883">runtime.ts:883</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L883">runtime.ts:883</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
index a0594c5..afce69e 100644
--- a/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
+++ b/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
@@ -33,7 +33,7 @@
<h5><span class="tsd-kind-parameter">size</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.Pointer.html" class="tsd-signature-type tsd-kind-type-alias">Pointer</a></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/ctypes.ts#L194">ctypes.ts:194</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/ctypes.ts#L194">ctypes.ts:194</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html
index 88a0694..012002e 100644
--- a/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html
+++ b/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html
@@ -33,7 +33,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <a href="_internal_.Pointer.html" class="tsd-signature-type tsd-kind-type-alias">Pointer</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/ctypes.ts#L197">ctypes.ts:197</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/ctypes.ts#L197">ctypes.ts:197</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html
index 8d6af85..45730f7 100644
--- a/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html
+++ b/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html
@@ -45,7 +45,7 @@
<h5><span class="tsd-kind-parameter">resourceHandle</span>: <a href="_internal_.Pointer.html" class="tsd-signature-type tsd-kind-type-alias">Pointer</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/ctypes.ts#L206">ctypes.ts:206</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/ctypes.ts#L206">ctypes.ts:206</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.Pointer.html b/docs/reference/api/typedoc/types/_internal_.Pointer.html
index b32091c..6f02240 100644
--- a/docs/reference/api/typedoc/types/_internal_.Pointer.html
+++ b/docs/reference/api/typedoc/types/_internal_.Pointer.html
@@ -20,7 +20,7 @@
<div class="tsd-comment tsd-typography"><p>A pointer to points to the raw address space.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/ctypes.ts#L25">ctypes.ts:25</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/ctypes.ts#L25">ctypes.ts:25</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html b/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html
index 287107d..0e00208 100644
--- a/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html
+++ b/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html
@@ -20,7 +20,7 @@
<div class="tsd-comment tsd-typography"><p>All possible object types.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/1b6c00d75/web/src/runtime.ts#L886">runtime.ts:886</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/df33d73ce/web/src/runtime.ts#L886">runtime.ts:886</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/searchindex.js b/docs/searchindex.js
index d599d88..d22e209 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["arch/benchmark","arch/convert_layout","arch/debugger","arch/device_target_interactions","arch/frontend/tensorflow","arch/hybrid_script","arch/index","arch/inferbound","arch/introduction_to_module_serialization","arch/microtvm_design","arch/microtvm_project_api","arch/model_library_format","arch/pass_infra","arch/relay_intro","arch/relay_op_strategy","arch/runtime","arch/runtimes/vulkan","arch/security","arch/virtual_machine","contribute/ci","contribute/code_guide","contribute/code_review","contribute/committer_guide","contribute/community","contribute/document","contribute/error_handling","contribute/git_howto","contribute/index","contribute/pull_request","contribute/release_process","dev/how_to/debugging_tvm","dev/how_to/how_to","dev/how_to/pytest_target_parametrization","dev/how_to/relay_add_op","dev/how_to/relay_add_pass","dev/how_to/relay_bring_your_own_codegen","dev/how_to/setup_rpc_system","dev/tutorial/codebase_walkthrough","dev/tutorial/index","errors","faq","genindex","how_to/compile_models/from_coreml","how_to/compile_models/from_darknet","how_to/compile_models/from_keras","how_to/compile_models/from_oneflow","how_to/compile_models/from_onnx","how_to/compile_models/from_paddle","how_to/compile_models/from_pytorch","how_to/compile_models/from_tensorflow","how_to/compile_models/from_tflite","how_to/compile_models/index","how_to/compile_models/sg_execution_times","how_to/deploy/adreno","how_to/deploy/android","how_to/deploy/arm_compute_lib","how_to/deploy/bnns","how_to/deploy/cpp_deploy","how_to/deploy/hls","how_to/deploy/index","how_to/deploy/integrate","how_to/deploy/mrvl","how_to/deploy/tensorrt","how_to/deploy/vitis_ai","how_to/deploy_models/deploy_model_on_adreno","how_to/deploy_models/deploy_model_on_adreno_tvmc","how_to/deploy_models/deploy_model_on_android","how_to/deploy_models/deploy_model_on_nano","how_to/deploy_models/deploy_model_on_rasp","how_to/deploy_models/deploy_object_detection_pytorch","how_to/deploy_models/deploy_prequantized","how_to/deploy_models/deploy_prequantized_tflite","how_to/deploy_models/deploy_sparse","how_to/deploy_models/index","how_to/deploy_models/sg_execution_times","how_to/extend_tvm/index","how_to/extend_tvm/low_level_custom_pass","how_to/extend_tvm/sg_execution_times","how_to/extend_tvm/use_pass_infra","how_to/extend_tvm/use_pass_instrument","how_to/index","how_to/optimize_operators/index","how_to/optimize_operators/opt_conv_cuda","how_to/optimize_operators/opt_conv_tensorcore","how_to/optimize_operators/opt_gemm","how_to/optimize_operators/sg_execution_times","how_to/profile/index","how_to/profile/papi","how_to/tune_with_autoscheduler/index","how_to/tune_with_autoscheduler/sg_execution_times","how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda","how_to/tune_with_autoscheduler/tune_network_arm","how_to/tune_with_autoscheduler/tune_network_cuda","how_to/tune_with_autoscheduler/tune_network_mali","how_to/tune_with_autoscheduler/tune_network_x86","how_to/tune_with_autoscheduler/tune_sparse_x86","how_to/tune_with_autotvm/index","how_to/tune_with_autotvm/sg_execution_times","how_to/tune_with_autotvm/tune_conv2d_cuda","how_to/tune_with_autotvm/tune_relay_arm","how_to/tune_with_autotvm/tune_relay_cuda","how_to/tune_with_autotvm/tune_relay_mobile_gpu","how_to/tune_with_autotvm/tune_relay_x86","how_to/work_with_microtvm/index","how_to/work_with_microtvm/micro_aot","how_to/work_with_microtvm/micro_autotune","how_to/work_with_microtvm/micro_custom_ide","how_to/work_with_microtvm/micro_ethosu","how_to/work_with_microtvm/micro_mlperftiny","how_to/work_with_microtvm/micro_pytorch","how_to/work_with_microtvm/micro_tflite","how_to/work_with_microtvm/micro_train","how_to/work_with_microtvm/micro_tvmc","how_to/work_with_microtvm/sg_execution_times","how_to/work_with_relay/build_gcn","how_to/work_with_relay/index","how_to/work_with_relay/sg_execution_times","how_to/work_with_relay/using_external_lib","how_to/work_with_relay/using_pipeline_executor","how_to/work_with_relay/using_relay_viz","how_to/work_with_schedules/extern_op","how_to/work_with_schedules/index","how_to/work_with_schedules/intrin_math","how_to/work_with_schedules/reduction","how_to/work_with_schedules/scan","how_to/work_with_schedules/schedule_primitives","how_to/work_with_schedules/sg_execution_times","how_to/work_with_schedules/tedd","how_to/work_with_schedules/tensorize","how_to/work_with_schedules/tuple_inputs","index","install/docker","install/from_source","install/index","install/nnpack","reference/api/links","reference/api/python/auto_scheduler","reference/api/python/autotvm","reference/api/python/contrib","reference/api/python/driver","reference/api/python/error","reference/api/python/graph_executor","reference/api/python/index","reference/api/python/ir","reference/api/python/meta_schedule","reference/api/python/micro","reference/api/python/ndarray","reference/api/python/relay/analysis","reference/api/python/relay/backend","reference/api/python/relay/dataflow_pattern","reference/api/python/relay/frontend","reference/api/python/relay/image","reference/api/python/relay/index","reference/api/python/relay/nn","reference/api/python/relay/testing","reference/api/python/relay/transform","reference/api/python/relay/vision","reference/api/python/rpc","reference/api/python/runtime","reference/api/python/target","reference/api/python/te","reference/api/python/tir","reference/api/python/topi","reference/api/python/vta/index","reference/langref/hybrid_script","reference/langref/index","reference/langref/relay_adt","reference/langref/relay_expr","reference/langref/relay_op","reference/langref/relay_pattern","reference/langref/relay_type","reference/publications","topic/microtvm/index","topic/vta/dev/config","topic/vta/dev/hardware","topic/vta/dev/index","topic/vta/index","topic/vta/install","topic/vta/tutorials/frontend/deploy_detection","topic/vta/tutorials/frontend/index","topic/vta/tutorials/frontend/sg_execution_times","topic/vta/tutorials/index","topic/vta/tutorials/matrix_multiply","topic/vta/tutorials/optimize/convolution_opt","topic/vta/tutorials/optimize/index","topic/vta/tutorials/optimize/matrix_multiply_opt","topic/vta/tutorials/optimize/sg_execution_times","topic/vta/tutorials/sg_execution_times","topic/vta/tutorials/vta_get_started","tutorial/auto_scheduler_matmul_x86","tutorial/autotvm_matmul_x86","tutorial/autotvm_relay_x86","tutorial/cross_compilation_and_rpc","tutorial/index","tutorial/install","tutorial/intro_topi","tutorial/introduction","tutorial/relay_quick_start","tutorial/sg_execution_times","tutorial/tensor_expr_get_started","tutorial/tensor_ir_blitz_course","tutorial/tvmc_command_line_driver","tutorial/tvmc_python","tutorial/uma"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["arch/benchmark.rst","arch/convert_layout.rst","arch/debugger.rst","arch/device_target_interactions.rst","arch/frontend/tensorflow.rst","arch/hybrid_script.rst","arch/index.rst","arch/inferbound.rst","arch/introduction_to_module_serialization.rst","arch/microtvm_design.rst","arch/microtvm_project_api.rst","arch/model_library_format.rst","arch/pass_infra.rst","arch/relay_intro.rst","arch/relay_op_strategy.rst","arch/runtime.rst","arch/runtimes/vulkan.rst","arch/security.rst","arch/virtual_machine.rst","contribute/ci.rst","contribute/code_guide.rst","contribute/code_review.rst","contribute/committer_guide.rst","contribute/community.rst","contribute/document.rst","contribute/error_handling.rst","contribute/git_howto.rst","contribute/index.rst","contribute/pull_request.rst","contribute/release_process.rst","dev/how_to/debugging_tvm.rst","dev/how_to/how_to.rst","dev/how_to/pytest_target_parametrization.rst","dev/how_to/relay_add_op.rst","dev/how_to/relay_add_pass.rst","dev/how_to/relay_bring_your_own_codegen.rst","dev/how_to/setup_rpc_system.rst","dev/tutorial/codebase_walkthrough.rst","dev/tutorial/index.rst","errors.rst","faq.rst","genindex.rst","how_to/compile_models/from_coreml.rst","how_to/compile_models/from_darknet.rst","how_to/compile_models/from_keras.rst","how_to/compile_models/from_oneflow.rst","how_to/compile_models/from_onnx.rst","how_to/compile_models/from_paddle.rst","how_to/compile_models/from_pytorch.rst","how_to/compile_models/from_tensorflow.rst","how_to/compile_models/from_tflite.rst","how_to/compile_models/index.rst","how_to/compile_models/sg_execution_times.rst","how_to/deploy/adreno.rst","how_to/deploy/android.rst","how_to/deploy/arm_compute_lib.rst","how_to/deploy/bnns.rst","how_to/deploy/cpp_deploy.rst","how_to/deploy/hls.rst","how_to/deploy/index.rst","how_to/deploy/integrate.rst","how_to/deploy/mrvl.rst","how_to/deploy/tensorrt.rst","how_to/deploy/vitis_ai.rst","how_to/deploy_models/deploy_model_on_adreno.rst","how_to/deploy_models/deploy_model_on_adreno_tvmc.rst","how_to/deploy_models/deploy_model_on_android.rst","how_to/deploy_models/deploy_model_on_nano.rst","how_to/deploy_models/deploy_model_on_rasp.rst","how_to/deploy_models/deploy_object_detection_pytorch.rst","how_to/deploy_models/deploy_prequantized.rst","how_to/deploy_models/deploy_prequantized_tflite.rst","how_to/deploy_models/deploy_sparse.rst","how_to/deploy_models/index.rst","how_to/deploy_models/sg_execution_times.rst","how_to/extend_tvm/index.rst","how_to/extend_tvm/low_level_custom_pass.rst","how_to/extend_tvm/sg_execution_times.rst","how_to/extend_tvm/use_pass_infra.rst","how_to/extend_tvm/use_pass_instrument.rst","how_to/index.rst","how_to/optimize_operators/index.rst","how_to/optimize_operators/opt_conv_cuda.rst","how_to/optimize_operators/opt_conv_tensorcore.rst","how_to/optimize_operators/opt_gemm.rst","how_to/optimize_operators/sg_execution_times.rst","how_to/profile/index.rst","how_to/profile/papi.rst","how_to/tune_with_autoscheduler/index.rst","how_to/tune_with_autoscheduler/sg_execution_times.rst","how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst","how_to/tune_with_autoscheduler/tune_network_arm.rst","how_to/tune_with_autoscheduler/tune_network_cuda.rst","how_to/tune_with_autoscheduler/tune_network_mali.rst","how_to/tune_with_autoscheduler/tune_network_x86.rst","how_to/tune_with_autoscheduler/tune_sparse_x86.rst","how_to/tune_with_autotvm/index.rst","how_to/tune_with_autotvm/sg_execution_times.rst","how_to/tune_with_autotvm/tune_conv2d_cuda.rst","how_to/tune_with_autotvm/tune_relay_arm.rst","how_to/tune_with_autotvm/tune_relay_cuda.rst","how_to/tune_with_autotvm/tune_relay_mobile_gpu.rst","how_to/tune_with_autotvm/tune_relay_x86.rst","how_to/work_with_microtvm/index.rst","how_to/work_with_microtvm/micro_aot.rst","how_to/work_with_microtvm/micro_autotune.rst","how_to/work_with_microtvm/micro_custom_ide.rst","how_to/work_with_microtvm/micro_ethosu.rst","how_to/work_with_microtvm/micro_mlperftiny.rst","how_to/work_with_microtvm/micro_pytorch.rst","how_to/work_with_microtvm/micro_tflite.rst","how_to/work_with_microtvm/micro_train.rst","how_to/work_with_microtvm/micro_tvmc.rst","how_to/work_with_microtvm/sg_execution_times.rst","how_to/work_with_relay/build_gcn.rst","how_to/work_with_relay/index.rst","how_to/work_with_relay/sg_execution_times.rst","how_to/work_with_relay/using_external_lib.rst","how_to/work_with_relay/using_pipeline_executor.rst","how_to/work_with_relay/using_relay_viz.rst","how_to/work_with_schedules/extern_op.rst","how_to/work_with_schedules/index.rst","how_to/work_with_schedules/intrin_math.rst","how_to/work_with_schedules/reduction.rst","how_to/work_with_schedules/scan.rst","how_to/work_with_schedules/schedule_primitives.rst","how_to/work_with_schedules/sg_execution_times.rst","how_to/work_with_schedules/tedd.rst","how_to/work_with_schedules/tensorize.rst","how_to/work_with_schedules/tuple_inputs.rst","index.rst","install/docker.rst","install/from_source.rst","install/index.rst","install/nnpack.rst","reference/api/links.rst","reference/api/python/auto_scheduler.rst","reference/api/python/autotvm.rst","reference/api/python/contrib.rst","reference/api/python/driver.rst","reference/api/python/error.rst","reference/api/python/graph_executor.rst","reference/api/python/index.rst","reference/api/python/ir.rst","reference/api/python/meta_schedule.rst","reference/api/python/micro.rst","reference/api/python/ndarray.rst","reference/api/python/relay/analysis.rst","reference/api/python/relay/backend.rst","reference/api/python/relay/dataflow_pattern.rst","reference/api/python/relay/frontend.rst","reference/api/python/relay/image.rst","reference/api/python/relay/index.rst","reference/api/python/relay/nn.rst","reference/api/python/relay/testing.rst","reference/api/python/relay/transform.rst","reference/api/python/relay/vision.rst","reference/api/python/rpc.rst","reference/api/python/runtime.rst","reference/api/python/target.rst","reference/api/python/te.rst","reference/api/python/tir.rst","reference/api/python/topi.rst","reference/api/python/vta/index.rst","reference/langref/hybrid_script.rst","reference/langref/index.rst","reference/langref/relay_adt.rst","reference/langref/relay_expr.rst","reference/langref/relay_op.rst","reference/langref/relay_pattern.rst","reference/langref/relay_type.rst","reference/publications.rst","topic/microtvm/index.rst","topic/vta/dev/config.rst","topic/vta/dev/hardware.rst","topic/vta/dev/index.rst","topic/vta/index.rst","topic/vta/install.rst","topic/vta/tutorials/frontend/deploy_detection.rst","topic/vta/tutorials/frontend/index.rst","topic/vta/tutorials/frontend/sg_execution_times.rst","topic/vta/tutorials/index.rst","topic/vta/tutorials/matrix_multiply.rst","topic/vta/tutorials/optimize/convolution_opt.rst","topic/vta/tutorials/optimize/index.rst","topic/vta/tutorials/optimize/matrix_multiply_opt.rst","topic/vta/tutorials/optimize/sg_execution_times.rst","topic/vta/tutorials/sg_execution_times.rst","topic/vta/tutorials/vta_get_started.rst","tutorial/auto_scheduler_matmul_x86.rst","tutorial/autotvm_matmul_x86.rst","tutorial/autotvm_relay_x86.rst","tutorial/cross_compilation_and_rpc.rst","tutorial/index.rst","tutorial/install.rst","tutorial/intro_topi.rst","tutorial/introduction.rst","tutorial/relay_quick_start.rst","tutorial/sg_execution_times.rst","tutorial/tensor_expr_get_started.rst","tutorial/tensor_ir_blitz_course.rst","tutorial/tvmc_command_line_driver.rst","tutorial/tvmc_python.rst","tutorial/uma.rst"],objects:{"":{vta:[163,0,0,"-"]},"tvm.auto_scheduler":{ApplyHistoryBest:[136,1,1,""],ApplyHistoryBestOrSample:[136,1,1,""],ComputeDAG:[136,1,1,""],DispatchContext:[136,1,1,""],EmptyPolicy:[136,1,1,""],HardwareParams:[136,1,1,""],LayoutRewriteOption:[136,1,1,""],LocalBuilder:[136,1,1,""],LocalRPCMeasureContext:[136,1,1,""],LocalRunner:[136,1,1,""],MeasureInput:[136,1,1,""],MeasureResult:[136,1,1,""],PreloadCustomSketchRule:[136,1,1,""],PreloadMeasuredStates:[136,1,1,""],RPCRunner:[136,1,1,""],RandomModel:[136,1,1,""],RecordReader:[136,1,1,""],RecordToFile:[136,1,1,""],SearchTask:[136,1,1,""],SketchPolicy:[136,1,1,""],TaskScheduler:[136,1,1,""],TuningOptions:[136,1,1,""],XGBModel:[136,1,1,""],auto_schedule:[136,3,1,""],create_task:[136,3,1,""],extract_tasks:[136,3,1,""],get_shape_from_rewritten_layout:[136,3,1,""],is_auto_scheduler_enabled:[136,3,1,""],load_best_record:[136,3,1,""],load_records:[136,3,1,""],make_workload_key:[136,3,1,""],register_task_input_check_func:[136,3,1,""],register_workload:[136,3,1,""],remove_index_check:[136,3,1,""],rewrite_compute_body:[136,3,1,""],rewrite_tensor_shape:[136,3,1,""],save_records:[136,3,1,""]},"tvm.auto_scheduler.ApplyHistoryBest":{get_workload_entry:[136,2,1,""],load:[136,2,1,""],update:[136,2,1,""]},"tvm.auto_scheduler.ApplyHistoryBestOrSample":{query:[136,2,1,""]},"tvm.auto_scheduler.ComputeDAG":{apply_steps_from_state:[136,2,1,""],get_init_state:[136,2,1,""],infer_bound_from_state:[136,2,1,""],print_python_code_from_state:[136,2,1,""],rewrite_layout_from_state:[136,2,1,""],workload_key:[136,2,1,""]},"tvm.auto_scheduler.DispatchContext":{query:[136,2,1,""],update:[136,2,1,""]},"tvm.auto_scheduler.LayoutRewriteOption":{get_target_default:[136,2,1,""]},"tvm.auto_scheduler.MeasureInput":{serialize:[136,2,1,""]},"tvm.auto_scheduler.RandomModel":{predict:[136,2,1,""],update:[136,2,1,""]},"tvm.auto_scheduler.RecordReader":{check_workload_key:[136,2,1,""],read_lines:[136,2,1,""]},"tvm.auto_scheduler.SearchTask":{apply_best:[136,2,1,""],print_best:[136,2,1,""],tune:[136,2,1,""]},"tvm.auto_scheduler.SketchPolicy":{evolutionary_search:[136,2,1,""],generate_sketches:[136,2,1,""],sample_initial_population:[136,2,1,""]},"tvm.auto_scheduler.TaskScheduler":{tune:[136,2,1,""]},"tvm.auto_scheduler.XGBModel":{load:[136,2,1,""],predict:[136,2,1,""],predict_stages:[136,2,1,""],save:[136,2,1,""],update:[136,2,1,""],update_from_file:[136,2,1,""]},"tvm.autotvm":{apply_history_best:[137,3,1,""],record:[137,0,0,"-"],task:[137,0,0,"-"],tuner:[137,0,0,"-"]},"tvm.autotvm.measure":{MeasureInput:[137,1,1,""],MeasureResult:[137,1,1,""],create_measure_batch:[137,3,1,""],measure:[137,0,0,"-"],measure_option:[137,3,1,""]},"tvm.autotvm.measure.measure_methods":{LocalBuilder:[137,1,1,""],LocalRunner:[137,1,1,""],RPCRunner:[137,1,1,""]},"tvm.autotvm.record":{decode:[137,3,1,""],encode:[137,3,1,""],load_from_buffer:[137,3,1,""],load_from_file:[137,3,1,""],measure_str_key:[137,3,1,""],pick_best:[137,3,1,""],split_workload:[137,3,1,""]},"tvm.autotvm.task":{dispatcher:[137,0,0,"-"],space:[137,0,0,"-"],task:[137,0,0,"-"],topi_integration:[137,0,0,"-"]},"tvm.autotvm.task.dispatcher":{ApplyConfig:[137,1,1,""],ApplyFixedConfig:[137,1,1,""],ApplyGraphBest:[137,1,1,""],ApplyHistoryBest:[137,1,1,""],DispatchContext:[137,1,1,""],FallbackContext:[137,1,1,""],clear_fallback_cache:[137,3,1,""]},"tvm.autotvm.task.dispatcher.ApplyConfig":{update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.ApplyFixedConfig":{update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.ApplyGraphBest":{update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.ApplyHistoryBest":{load:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.DispatchContext":{query:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.FallbackContext":{clear_cache:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.task.space":{AnnotateEntity:[137,1,1,""],AnnotateSpace:[137,1,1,""],Axis:[137,1,1,""],ConfigEntity:[137,1,1,""],ConfigSpace:[137,1,1,""],FallbackConfigEntity:[137,1,1,""],InstantiationError:[137,6,1,""],OtherOptionEntity:[137,1,1,""],OtherOptionSpace:[137,1,1,""],ReorderEntity:[137,1,1,""],ReorderSpace:[137,1,1,""],SplitEntity:[137,1,1,""],SplitSpace:[137,1,1,""],TransformSpace:[137,1,1,""],VirtualAxis:[137,1,1,""],get_factors:[137,3,1,""],get_pow2s:[137,3,1,""]},"tvm.autotvm.task.space.AnnotateEntity":{apply:[137,2,1,""]},"tvm.autotvm.task.space.AnnotateSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.Axis":{index:[137,4,1,""],space:[137,4,1,""]},"tvm.autotvm.task.space.ConfigEntity":{from_json_dict:[137,2,1,""],get_flatten_feature:[137,2,1,""],get_other_option:[137,2,1,""],to_json_dict:[137,2,1,""]},"tvm.autotvm.task.space.ConfigSpace":{add_flop:[137,2,1,""],axis:[137,2,1,""],clear_cache:[137,2,1,""],define_annotate:[137,2,1,""],define_knob:[137,2,1,""],define_reorder:[137,2,1,""],define_split:[137,2,1,""],dims:[137,5,1,""],get:[137,2,1,""],get_next_index:[137,2,1,""],get_rand_index:[137,2,1,""],is_index_valid:[137,2,1,""],knob2point:[137,2,1,""],multi_filter:[137,2,1,""],point2knob:[137,2,1,""],raise_error:[137,2,1,""],random_walk:[137,2,1,""],range_length:[137,5,1,""],reduce_axis:[137,2,1,""],sample_ints:[137,2,1,""],subrange_length:[137,2,1,""],valid:[137,2,1,""]},"tvm.autotvm.task.space.FallbackConfigEntity":{fallback_split:[137,2,1,""],fallback_with_reference_log:[137,2,1,""]},"tvm.autotvm.task.space.OtherOptionSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.ReorderEntity":{apply:[137,2,1,""]},"tvm.autotvm.task.space.ReorderSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.SplitEntity":{apply:[137,2,1,""]},"tvm.autotvm.task.space.SplitSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.TransformSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.VirtualAxis":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.task":{FlopCalculationError:[137,6,1,""],MissingTask:[137,1,1,""],Task:[137,1,1,""],TaskTemplate:[137,1,1,""],args_to_workload:[137,3,1,""],compute_flop:[137,3,1,""],create:[137,3,1,""],deserialize_args:[137,3,1,""],get_config:[137,3,1,""],serialize_args:[137,3,1,""],template:[137,3,1,""]},"tvm.autotvm.task.task.Task":{instantiate:[137,2,1,""]},"tvm.autotvm.task.topi_integration":{TaskExtractEnv:[137,1,1,""],get_workload:[137,3,1,""],register_topi_compute:[137,3,1,""],register_topi_schedule:[137,3,1,""]},"tvm.autotvm.task.topi_integration.TaskExtractEnv":{add_task:[137,2,1,""],get:[137,2,1,""],get_tasks:[137,2,1,""],reset:[137,2,1,""]},"tvm.autotvm.tuner":{GATuner:[137,1,1,""],GridSearchTuner:[137,1,1,""],RandomTuner:[137,1,1,""],Tuner:[137,1,1,""],XGBTuner:[137,1,1,""],callback:[137,0,0,"-"]},"tvm.autotvm.tuner.GATuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.GridSearchTuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.RandomTuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.Tuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.XGBTuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.callback":{Monitor:[137,1,1,""],log_to_database:[137,3,1,""],log_to_file:[137,3,1,""],progress_bar:[137,3,1,""]},"tvm.autotvm.tuner.callback.Monitor":{trial_scores:[137,2,1,""],trial_timestamps:[137,2,1,""]},"tvm.contrib":{cblas:[138,0,0,"-"],cc:[138,0,0,"-"],clang:[138,0,0,"-"],cublas:[138,0,0,"-"],dlpack:[138,0,0,"-"],emcc:[138,0,0,"-"],graph_executor:[141,0,0,"-"],miopen:[138,0,0,"-"],mxnet:[138,0,0,"-"],ndk:[138,0,0,"-"],nnpack:[138,0,0,"-"],nvcc:[138,0,0,"-"],pickle_memoize:[138,0,0,"-"],random:[138,0,0,"-"],relay_viz:[138,0,0,"-"],rocblas:[138,0,0,"-"],rocm:[138,0,0,"-"],sparse:[138,0,0,"-"],spirv:[138,0,0,"-"],tar:[138,0,0,"-"],utils:[138,0,0,"-"],xcode:[138,0,0,"-"]},"tvm.contrib.cblas":{batch_matmul:[138,3,1,""],matmul:[138,3,1,""]},"tvm.contrib.cc":{create_executable:[138,3,1,""],create_shared:[138,3,1,""],create_staticlib:[138,3,1,""],cross_compiler:[138,3,1,""],get_cc:[138,3,1,""],get_global_symbol_section_map:[138,3,1,""],get_target_by_dump_machine:[138,3,1,""]},"tvm.contrib.clang":{create_llvm:[138,3,1,""],find_clang:[138,3,1,""]},"tvm.contrib.cublas":{batch_matmul:[138,3,1,""],matmul:[138,3,1,""]},"tvm.contrib.dlpack":{convert_func:[138,3,1,""],to_pytorch_func:[138,3,1,""]},"tvm.contrib.emcc":{create_tvmjs_wasm:[138,3,1,""]},"tvm.contrib.graph_executor":{GraphModule:[141,1,1,""],create:[141,3,1,""],get_device:[141,3,1,""]},"tvm.contrib.graph_executor.GraphModule":{benchmark:[141,2,1,""],debug_get_output:[141,2,1,""],get_input:[141,2,1,""],get_input_index:[141,2,1,""],get_input_info:[141,2,1,""],get_num_inputs:[141,2,1,""],get_num_outputs:[141,2,1,""],get_output:[141,2,1,""],load_params:[141,2,1,""],module:[141,4,1,""],run:[141,2,1,""],set_input:[141,2,1,""],set_input_zero_copy:[141,2,1,""],set_output_zero_copy:[141,2,1,""],share_params:[141,2,1,""]},"tvm.contrib.miopen":{conv2d_forward:[138,3,1,""],log_softmax:[138,3,1,""],softmax:[138,3,1,""]},"tvm.contrib.mxnet":{to_mxnet_func:[138,3,1,""]},"tvm.contrib.ndk":{create_shared:[138,3,1,""],create_staticlib:[138,3,1,""],get_global_symbol_section_map:[138,3,1,""]},"tvm.contrib.nnpack":{convolution_inference:[138,3,1,""],convolution_inference_weight_transform:[138,3,1,""],convolution_inference_without_weight_transform:[138,3,1,""],fully_connected_inference:[138,3,1,""],is_available:[138,3,1,""]},"tvm.contrib.nvcc":{compile_cuda:[138,3,1,""],find_cuda_path:[138,3,1,""],get_cuda_version:[138,3,1,""],have_cudagraph:[138,3,1,""],have_fp16:[138,3,1,""],have_int8:[138,3,1,""],have_tensorcore:[138,3,1,""],parse_compute_version:[138,3,1,""]},"tvm.contrib.pickle_memoize":{Cache:[138,1,1,""],memoize:[138,3,1,""]},"tvm.contrib.pickle_memoize.Cache":{cache:[138,5,1,""]},"tvm.contrib.random":{normal:[138,3,1,""],randint:[138,3,1,""],uniform:[138,3,1,""]},"tvm.contrib.relay_viz":{"interface":[138,0,0,"-"],RelayVisualizer:[138,1,1,""],dot:[138,0,0,"-"],terminal:[138,0,0,"-"]},"tvm.contrib.relay_viz.dot":{DotGraph:[138,1,1,""],DotPlotter:[138,1,1,""]},"tvm.contrib.relay_viz.dot.DotGraph":{edge:[138,2,1,""],node:[138,2,1,""]},"tvm.contrib.relay_viz.dot.DotPlotter":{create_graph:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.interface":{DefaultVizParser:[138,1,1,""],Plotter:[138,1,1,""],VizEdge:[138,1,1,""],VizGraph:[138,1,1,""],VizNode:[138,1,1,""],VizParser:[138,1,1,""]},"tvm.contrib.relay_viz.interface.DefaultVizParser":{get_node_edges:[138,2,1,""]},"tvm.contrib.relay_viz.interface.Plotter":{create_graph:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.interface.VizGraph":{edge:[138,2,1,""],node:[138,2,1,""]},"tvm.contrib.relay_viz.interface.VizParser":{get_node_edges:[138,2,1,""]},"tvm.contrib.relay_viz.terminal":{TermGraph:[138,1,1,""],TermNode:[138,1,1,""],TermPlotter:[138,1,1,""],TermVizParser:[138,1,1,""]},"tvm.contrib.relay_viz.terminal.TermGraph":{edge:[138,2,1,""],node:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.terminal.TermPlotter":{create_graph:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.terminal.TermVizParser":{get_node_edges:[138,2,1,""]},"tvm.contrib.rocblas":{batch_matmul:[138,3,1,""],matmul:[138,3,1,""]},"tvm.contrib.rocm":{find_lld:[138,3,1,""],find_rocm_path:[138,3,1,""],have_matrixcore:[138,3,1,""],parse_compute_version:[138,3,1,""],rocm_link:[138,3,1,""]},"tvm.contrib.sparse":{CSRNDArray:[138,1,1,""],CSRPlaceholderOp:[138,1,1,""],SparsePlaceholderOp:[138,1,1,""],array:[138,3,1,""],placeholder:[138,3,1,""]},"tvm.contrib.sparse.CSRNDArray":{asnumpy:[138,2,1,""],numpy:[138,2,1,""]},"tvm.contrib.spirv":{optimize:[138,3,1,""]},"tvm.contrib.tar":{normalize_file_list_by_unpacking_tars:[138,3,1,""],tar:[138,3,1,""],untar:[138,3,1,""]},"tvm.contrib.utils":{DirectoryCreatedPastAtExit:[138,6,1,""],FileLock:[138,1,1,""],TempDirectory:[138,1,1,""],filelock:[138,3,1,""],is_source_path:[138,3,1,""],tempdir:[138,3,1,""],which:[138,3,1,""]},"tvm.contrib.utils.FileLock":{release:[138,2,1,""]},"tvm.contrib.utils.TempDirectory":{listdir:[138,2,1,""],relpath:[138,2,1,""],remove:[138,2,1,""],set_keep_for_debug:[138,2,1,""]},"tvm.contrib.xcode":{compile_coreml:[138,3,1,""],compile_metal:[138,3,1,""],create_dylib:[138,3,1,""],xcrun:[138,3,1,""]},"tvm.error":{DiagnosticError:[140,6,1,""],InternalError:[140,6,1,""],OpAttributeInvalid:[140,6,1,""],OpAttributeRequired:[140,6,1,""],OpAttributeUnImplemented:[140,6,1,""],OpError:[140,6,1,""],OpNotImplemented:[140,6,1,""],RPCError:[140,6,1,""],RPCSessionTimeoutError:[140,6,1,""],TVMError:[140,6,1,""],register_error:[140,3,1,""]},"tvm.instrument":{PassInstrument:[143,1,1,""],PassPrintingInstrument:[143,1,1,""],PassTimingInstrument:[143,1,1,""],PrintAfterAll:[143,1,1,""],PrintBeforeAll:[143,1,1,""],pass_instrument:[143,3,1,""]},"tvm.instrument.PassInstrument":{enter_pass_ctx:[143,2,1,""],exit_pass_ctx:[143,2,1,""],run_after_pass:[143,2,1,""],run_before_pass:[143,2,1,""],should_run:[143,2,1,""]},"tvm.instrument.PassTimingInstrument":{render:[143,2,1,""]},"tvm.ir":{Array:[143,1,1,""],Attrs:[143,1,1,""],BaseExpr:[143,1,1,""],BaseFunc:[143,1,1,""],CallingConv:[143,1,1,""],ConstantMemoryPools:[143,1,1,""],ConstantPoolInfo:[143,1,1,""],Constructor:[143,1,1,""],DictAttrs:[143,1,1,""],DummyGlobalInfo:[143,1,1,""],EnvFunc:[143,1,1,""],FuncType:[143,1,1,""],GlobalInfo:[143,1,1,""],GlobalTypeVar:[143,1,1,""],GlobalVar:[143,1,1,""],IRModule:[143,1,1,""],IncompleteType:[143,1,1,""],Map:[143,1,1,""],Node:[143,1,1,""],Op:[143,1,1,""],PointerType:[143,1,1,""],PoolInfo:[143,1,1,""],PoolInfoProperties:[143,1,1,""],PrimExpr:[143,1,1,""],PrimType:[143,1,1,""],Range:[143,1,1,""],RelayExpr:[143,1,1,""],RelayRefType:[143,1,1,""],SequentialSpan:[143,1,1,""],SourceName:[143,1,1,""],Span:[143,1,1,""],TensorAffineType:[143,1,1,""],TensorType:[143,1,1,""],TupleAffineType:[143,1,1,""],TupleType:[143,1,1,""],Type:[143,1,1,""],TypeCall:[143,1,1,""],TypeConstraint:[143,1,1,""],TypeData:[143,1,1,""],TypeKind:[143,1,1,""],TypeRelation:[143,1,1,""],TypeVar:[143,1,1,""],VDevice:[143,1,1,""],WorkspaceMemoryPools:[143,1,1,""],WorkspacePoolInfo:[143,1,1,""],assert_structural_equal:[143,3,1,""],load_json:[143,3,1,""],make_node:[143,3,1,""],register_intrin_lowering:[143,3,1,""],register_op_attr:[143,3,1,""],save_json:[143,3,1,""],structural_equal:[143,3,1,""],structural_hash:[143,3,1,""]},"tvm.ir.Attrs":{get_int:[143,2,1,""],get_int_tuple:[143,2,1,""],get_str:[143,2,1,""],keys:[143,2,1,""],list_field_info:[143,2,1,""]},"tvm.ir.BaseFunc":{attrs:[143,5,1,""],with_attr:[143,2,1,""],with_attrs:[143,2,1,""],without_attr:[143,2,1,""]},"tvm.ir.DictAttrs":{get:[143,2,1,""],items:[143,2,1,""],keys:[143,2,1,""]},"tvm.ir.EnvFunc":{get:[143,2,1,""]},"tvm.ir.GlobalInfo":{same_as:[143,2,1,""]},"tvm.ir.GlobalVar":{astext:[143,2,1,""]},"tvm.ir.IRModule":{astext:[143,2,1,""],from_expr:[143,2,1,""],functions_items:[143,2,1,""],get_attr:[143,2,1,""],get_constructor:[143,2,1,""],get_global_type_var:[143,2,1,""],get_global_type_vars:[143,2,1,""],get_global_var:[143,2,1,""],get_global_vars:[143,2,1,""],update:[143,2,1,""],update_func:[143,2,1,""],update_global_info:[143,2,1,""],with_attr:[143,2,1,""],with_attrs:[143,2,1,""],without_attr:[143,2,1,""]},"tvm.ir.Map":{get:[143,2,1,""],items:[143,2,1,""]},"tvm.ir.Op":{add_argument:[143,2,1,""],add_type_rel:[143,2,1,""],astext:[143,2,1,""],get:[143,2,1,""],get_attr:[143,2,1,""],has_attr:[143,2,1,""],list_op_names:[143,2,1,""],reset_attr:[143,2,1,""],set_attr:[143,2,1,""],set_attrs_type_key:[143,2,1,""],set_num_inputs:[143,2,1,""],set_support_level:[143,2,1,""]},"tvm.ir.Range":{from_min_extent:[143,2,1,""]},"tvm.ir.RelayExpr":{checked_type:[143,5,1,""],struct_info:[143,5,1,""]},"tvm.ir.TensorType":{concrete_shape:[143,5,1,""]},"tvm.ir.Type":{same_as:[143,2,1,""]},"tvm.meta_schedule":{Builder:[144,1,1,""],CostModel:[144,1,1,""],Database:[144,1,1,""],ExtractedTask:[144,1,1,""],FeatureExtractor:[144,1,1,""],MeasureCallback:[144,1,1,""],MeasureCandidate:[144,1,1,""],Mutator:[144,1,1,""],Postproc:[144,1,1,""],Profiler:[144,1,1,""],Runner:[144,1,1,""],ScheduleRule:[144,1,1,""],SearchStrategy:[144,1,1,""],SpaceGenerator:[144,1,1,""],TaskScheduler:[144,1,1,""],TuneContext:[144,1,1,""],derived_object:[144,3,1,""],is_meta_schedule_enabled:[144,3,1,""],tune_tasks:[144,3,1,""],tune_tir:[144,3,1,""]},"tvm.meta_schedule.Builder":{build:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.CostModel":{create:[144,2,1,""],load:[144,2,1,""],predict:[144,2,1,""],save:[144,2,1,""],update:[144,2,1,""]},"tvm.meta_schedule.Database":{commit_tuning_record:[144,2,1,""],commit_workload:[144,2,1,""],create:[144,2,1,""],current:[144,2,1,""],dump_pruned:[144,2,1,""],get_all_tuning_records:[144,2,1,""],get_top_k:[144,2,1,""],has_workload:[144,2,1,""],query:[144,2,1,""],query_ir_module:[144,2,1,""],query_schedule:[144,2,1,""],query_tuning_record:[144,2,1,""]},"tvm.meta_schedule.FeatureExtractor":{create:[144,2,1,""],extract_from:[144,2,1,""]},"tvm.meta_schedule.MeasureCallback":{apply:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.Mutator":{apply:[144,2,1,""],clone:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.Postproc":{apply:[144,2,1,""],clone:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.Profiler":{current:[144,2,1,""],get:[144,2,1,""],table:[144,2,1,""],timeit:[144,2,1,""]},"tvm.meta_schedule.Runner":{create:[144,2,1,""],run:[144,2,1,""]},"tvm.meta_schedule.ScheduleRule":{apply:[144,2,1,""],clone:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.SearchStrategy":{clone:[144,2,1,""],create:[144,2,1,""],generate_measure_candidates:[144,2,1,""],notify_runner_results:[144,2,1,""],post_tuning:[144,2,1,""],pre_tuning:[144,2,1,""]},"tvm.meta_schedule.SpaceGenerator":{clone:[144,2,1,""],create:[144,2,1,""],generate_design_space:[144,2,1,""]},"tvm.meta_schedule.TaskScheduler":{create:[144,2,1,""],join_running_task:[144,2,1,""],next_task_id:[144,2,1,""],print_tuning_statistics:[144,2,1,""],terminate_task:[144,2,1,""],touch_task:[144,2,1,""],tune:[144,2,1,""]},"tvm.meta_schedule.TuneContext":{clone:[144,2,1,""],generate_design_space:[144,2,1,""],generate_measure_candidates:[144,2,1,""],notify_runner_results:[144,2,1,""],post_tuning:[144,2,1,""],pre_tuning:[144,2,1,""]},"tvm.micro":{AutoTvmModuleLoader:[145,1,1,""],GeneratedProject:[145,1,1,""],Session:[145,1,1,""],SessionTerminatedError:[145,6,1,""],TemplateProject:[145,1,1,""],TransportLogger:[145,1,1,""],UnsupportedInModelLibraryFormatError:[145,6,1,""],autotvm_build_func:[145,3,1,""],copy_crt_config_header:[145,3,1,""],create_local_aot_executor:[145,3,1,""],create_local_debug_executor:[145,3,1,""],create_local_graph_executor:[145,3,1,""],export_model_library_format:[145,3,1,""],generate_project:[145,3,1,""],get_microtvm_template_projects:[145,3,1,""],get_standalone_crt_dir:[145,3,1,""]},"tvm.micro.TemplateProject":{generate_project:[145,2,1,""],generate_project_from_mlf:[145,2,1,""]},"tvm.micro.TransportLogger":{close:[145,2,1,""],open:[145,2,1,""],read:[145,2,1,""],timeouts:[145,2,1,""],write:[145,2,1,""]},"tvm.nd":{NDArray:[146,1,1,""],array:[146,3,1,""],empty:[146,3,1,""]},"tvm.nd.NDArray":{asnumpy:[146,2,1,""],copyfrom:[146,2,1,""],copyto:[146,2,1,""],device:[146,5,1,""],dtype:[146,5,1,""],numpy:[146,2,1,""],same_as:[146,2,1,""],shape:[146,4,1,""],to_dlpack:[146,2,1,""]},"tvm.relay":{analysis:[147,0,0,"-"],backend:[148,0,0,"-"],dataflow_pattern:[149,0,0,"-"],frontend:[150,0,0,"-"],image:[151,0,0,"-"],nn:[153,0,0,"-"],testing:[154,0,0,"-"],transform:[155,0,0,"-"],vision:[156,0,0,"-"]},"tvm.relay.analysis":{AnnotatedRegionSet:[147,1,1,""],CallGraph:[147,1,1,""],Feature:[147,1,1,""],all_dtypes:[147,3,1,""],all_type_vars:[147,3,1,""],all_vars:[147,3,1,""],bound_type_vars:[147,3,1,""],bound_vars:[147,3,1,""],check_basic_block_normal_form:[147,3,1,""],check_constant:[147,3,1,""],check_kind:[147,3,1,""],count_layers:[147,3,1,""],cpu:[147,3,1,""],detect_feature:[147,3,1,""],extract_fused_functions:[147,3,1,""],extract_intermdeiate_expr:[147,3,1,""],free_type_vars:[147,3,1,""],free_vars:[147,3,1,""],get_calibration_data:[147,3,1,""],get_total_mac_number:[147,3,1,""],list_fake_quantized_op_freqs:[147,3,1,""],list_op_freqs:[147,3,1,""],post_order_visit:[147,3,1,""],search_fc_transpose:[147,3,1,""],unmatched_cases:[147,3,1,""],well_formed:[147,3,1,""]},"tvm.relay.analysis.AnnotatedRegionSet":{get_region:[147,2,1,""]},"tvm.relay.analysis.CallGraph":{global_call_count:[147,2,1,""],is_recursive:[147,2,1,""],module:[147,5,1,""],print_var:[147,2,1,""],ref_count:[147,2,1,""]},"tvm.relay.analysis.Feature":{fGraph:[147,4,1,""],fMatch:[147,4,1,""]},"tvm.relay.backend":{graph_executor_codegen:[148,0,0,"-"],interpreter:[148,0,0,"-"],te_compiler:[148,0,0,"-"],vm:[148,0,0,"-"]},"tvm.relay.backend.graph_executor_codegen":{GraphExecutorCodegen:[148,1,1,""]},"tvm.relay.backend.graph_executor_codegen.GraphExecutorCodegen":{codegen:[148,2,1,""]},"tvm.relay.backend.interpreter":{ConstructorValue:[148,1,1,""],Executor:[148,1,1,""],Interpreter:[148,1,1,""],RefValue:[148,1,1,""]},"tvm.relay.backend.interpreter.Executor":{evaluate:[148,2,1,""]},"tvm.relay.backend.te_compiler":{CCacheKey:[148,1,1,""],CCacheValue:[148,1,1,""],LoweredOutput:[148,1,1,""],TECompiler:[148,1,1,""],get:[148,3,1,""],get_shape:[148,3,1,""],get_valid_implementations:[148,3,1,""],lower_to_primfunc:[148,3,1,""],select_implementation:[148,3,1,""]},"tvm.relay.backend.te_compiler.TECompiler":{clear:[148,2,1,""],items:[148,2,1,""],jit:[148,2,1,""],lower:[148,2,1,""]},"tvm.relay.backend.vm":{VMCompiler:[148,1,1,""],VMExecutor:[148,1,1,""],compile:[148,3,1,""]},"tvm.relay.backend.vm.VMCompiler":{codegen:[148,2,1,""],get_exec:[148,2,1,""],get_params:[148,2,1,""],lower:[148,2,1,""],optimize:[148,2,1,""],set_params:[148,2,1,""]},"tvm.relay.dataflow_pattern":{AltPattern:[149,1,1,""],AttrPattern:[149,1,1,""],CallPattern:[149,1,1,""],ConstantPattern:[149,1,1,""],DFPattern:[149,1,1,""],DFPatternCallback:[149,1,1,""],DataTypePattern:[149,1,1,""],DominatorPattern:[149,1,1,""],Expr:[149,4,1,""],ExprPattern:[149,1,1,""],FunctionPattern:[149,1,1,""],IfPattern:[149,1,1,""],LetPattern:[149,1,1,""],ShapePattern:[149,1,1,""],TupleGetItemPattern:[149,1,1,""],TuplePattern:[149,1,1,""],TypePattern:[149,1,1,""],VarPattern:[149,1,1,""],WildcardPattern:[149,1,1,""],astext:[149,3,1,""],dominates:[149,3,1,""],get:[149,3,1,""],has_attr:[149,3,1,""],has_dtype:[149,3,1,""],has_shape:[149,3,1,""],has_type:[149,3,1,""],is_constant:[149,3,1,""],is_expr:[149,3,1,""],is_if:[149,3,1,""],is_let:[149,3,1,""],is_op:[149,3,1,""],is_tuple:[149,3,1,""],is_tuple_get_item:[149,3,1,""],is_var:[149,3,1,""],make_node:[149,3,1,""],match:[149,3,1,""],partition:[149,3,1,""],pretty_print:[149,3,1,""],register_df_node:[149,3,1,""],rewrite:[149,3,1,""],wildcard:[149,3,1,""]},"tvm.relay.dataflow_pattern.DFPattern":{astext:[149,2,1,""],dominates:[149,2,1,""],has_attr:[149,2,1,""],has_dtype:[149,2,1,""],has_shape:[149,2,1,""],has_type:[149,2,1,""],match:[149,2,1,""],optional:[149,2,1,""],partition:[149,2,1,""]},"tvm.relay.dataflow_pattern.DFPatternCallback":{callback:[149,2,1,""],rewrite:[149,2,1,""]},"tvm.relay.dataflow_pattern.WildcardPattern":{redirect_to:[149,2,1,""]},"tvm.relay.frontend":{ChangeDatatype:[150,1,1,""],from_caffe2:[150,3,1,""],from_caffe:[150,3,1,""],from_coreml:[150,3,1,""],from_darknet:[150,3,1,""],from_keras:[150,3,1,""],from_mxnet:[150,3,1,""],from_oneflow:[150,3,1,""],from_onnx:[150,3,1,""],from_paddle:[150,3,1,""],from_pytorch:[150,3,1,""],from_tensorflow:[150,3,1,""],from_tflite:[150,3,1,""],quantize_conv_bias_mkldnn_from_var:[150,3,1,""]},"tvm.relay.image":{"const":[151,3,1,""],affine_grid:[151,3,1,""],crop_and_resize:[151,3,1,""],dilation2d:[151,3,1,""],grid_sample:[151,3,1,""],resize1d:[151,3,1,""],resize2d:[151,3,1,""],resize3d:[151,3,1,""]},"tvm.relay.nn":{"const":[153,3,1,""],Constant:[153,1,1,""],Expr:[153,4,1,""],adaptive_avg_pool1d:[153,3,1,""],adaptive_avg_pool2d:[153,3,1,""],adaptive_avg_pool3d:[153,3,1,""],adaptive_max_pool1d:[153,3,1,""],adaptive_max_pool2d:[153,3,1,""],adaptive_max_pool3d:[153,3,1,""],avg_pool1d:[153,3,1,""],avg_pool2d:[153,3,1,""],avg_pool2d_grad:[153,3,1,""],avg_pool3d:[153,3,1,""],batch_flatten:[153,3,1,""],batch_matmul:[153,3,1,""],batch_norm:[153,3,1,""],batch_to_space_nd:[153,3,1,""],bias_add:[153,3,1,""],bitpack:[153,3,1,""],bitserial_conv2d:[153,3,1,""],bitserial_dense:[153,3,1,""],contrib_conv2d_gemm_weight_transform:[153,3,1,""],contrib_conv2d_gemm_without_weight_transform:[153,3,1,""],contrib_conv2d_nchwc:[153,3,1,""],contrib_conv2d_winograd_nnpack_weight_transform:[153,3,1,""],contrib_conv2d_winograd_weight_transform:[153,3,1,""],contrib_conv2d_winograd_without_weight_transform:[153,3,1,""],contrib_conv3d_winograd_weight_transform:[153,3,1,""],contrib_conv3d_winograd_without_weight_transform:[153,3,1,""],contrib_dense_pack:[153,3,1,""],contrib_depthwise_conv2d_nchwc:[153,3,1,""],conv1d:[153,3,1,""],conv1d_transpose:[153,3,1,""],conv2d:[153,3,1,""],conv2d_backward_weight:[153,3,1,""],conv2d_transpose:[153,3,1,""],conv3d:[153,3,1,""],conv3d_transpose:[153,3,1,""],correlation:[153,3,1,""],cross_entropy:[153,3,1,""],cross_entropy_with_logits:[153,3,1,""],deformable_conv2d:[153,3,1,""],dense:[153,3,1,""],depth_to_space:[153,3,1,""],dilate:[153,3,1,""],dropout:[153,3,1,""],dropout_raw:[153,3,1,""],fast_softmax:[153,3,1,""],fifo_buffer:[153,3,1,""],get_pad_tuple1d:[153,3,1,""],get_pad_tuple2d:[153,3,1,""],get_pad_tuple3d:[153,3,1,""],global_avg_pool1d:[153,3,1,""],global_avg_pool2d:[153,3,1,""],global_avg_pool3d:[153,3,1,""],global_max_pool1d:[153,3,1,""],global_max_pool2d:[153,3,1,""],global_max_pool3d:[153,3,1,""],group_norm:[153,3,1,""],instance_norm:[153,3,1,""],l2_normalize:[153,3,1,""],layer_norm:[153,3,1,""],leaky_relu:[153,3,1,""],log_softmax:[153,3,1,""],lrn:[153,3,1,""],matmul:[153,3,1,""],max_pool1d:[153,3,1,""],max_pool2d:[153,3,1,""],max_pool2d_grad:[153,3,1,""],max_pool3d:[153,3,1,""],mirror_pad:[153,3,1,""],nll_loss:[153,3,1,""],pad:[153,3,1,""],prelu:[153,3,1,""],relu:[153,3,1,""],softmax:[153,3,1,""],space_to_batch_nd:[153,3,1,""],space_to_depth:[153,3,1,""],sparse_add:[153,3,1,""],sparse_dense:[153,3,1,""],sparse_transpose:[153,3,1,""],upsampling3d:[153,3,1,""],upsampling:[153,3,1,""]},"tvm.relay.testing":{Prelude:[154,1,1,""],check_grad:[154,3,1,""],count:[154,3,1,""],count_ops:[154,3,1,""],create_workload:[154,3,1,""],dcgan:[154,0,0,"-"],densenet:[154,0,0,"-"],enabled_targets:[154,3,1,""],gradient:[154,3,1,""],inception_v3:[154,0,0,"-"],lstm:[154,0,0,"-"],make_nat_expr:[154,3,1,""],make_nat_value:[154,3,1,""],mlp:[154,0,0,"-"],mobilenet:[154,0,0,"-"],resnet:[154,0,0,"-"],run_as_python:[154,3,1,""],squeezenet:[154,0,0,"-"],to_python:[154,3,1,""],vgg:[154,0,0,"-"]},"tvm.relay.testing.Prelude":{get_ctor:[154,2,1,""],get_ctor_static:[154,2,1,""],get_global_var:[154,2,1,""],get_global_var_static:[154,2,1,""],get_name:[154,2,1,""],get_name_static:[154,2,1,""],get_tensor_ctor_static:[154,2,1,""],get_type:[154,2,1,""],get_type_static:[154,2,1,""],load_prelude:[154,2,1,""]},"tvm.relay.testing.dcgan":{deconv2d:[154,3,1,""],deconv2d_bn_relu:[154,3,1,""],get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.densenet":{get_workload:[154,3,1,""]},"tvm.relay.testing.inception_v3":{get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.lstm":{get_net:[154,3,1,""],get_workload:[154,3,1,""],lstm_cell:[154,3,1,""]},"tvm.relay.testing.mlp":{get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.mobilenet":{conv_block:[154,3,1,""],get_workload:[154,3,1,""],mobile_net:[154,3,1,""],separable_conv_block:[154,3,1,""]},"tvm.relay.testing.resnet":{get_net:[154,3,1,""],get_workload:[154,3,1,""],residual_unit:[154,3,1,""],resnet:[154,3,1,""]},"tvm.relay.testing.squeezenet":{get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.vgg":{get_classifier:[154,3,1,""],get_feature:[154,3,1,""],get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.transform":{AlterOpLayout:[155,3,1,""],AnnotateSpans:[155,3,1,""],AnnotateTarget:[155,3,1,""],BackwardFoldScaleAxis:[155,3,1,""],BatchingOps:[155,3,1,""],CanonicalizeCast:[155,3,1,""],CanonicalizeOps:[155,3,1,""],CapturePostDfsIndexInSpans:[155,3,1,""],ChangeBatch:[155,1,1,""],CollagePartition:[155,3,1,""],CombineParallelBatchMatmul:[155,3,1,""],CombineParallelConv2D:[155,3,1,""],CombineParallelDense:[155,3,1,""],Conv2dToSparse2:[155,3,1,""],Conv2dToSparse:[155,3,1,""],ConvertLayout:[155,3,1,""],DeadCodeElimination:[155,3,1,""],Defunctionalization:[155,3,1,""],DefuseOps:[155,3,1,""],DenseToSparse:[155,3,1,""],DivToMul:[155,3,1,""],DynamicToStatic:[155,3,1,""],EliminateCommonSubexpr:[155,3,1,""],EtaExpand:[155,3,1,""],FakeQuantizationToInteger:[155,3,1,""],FastMath:[155,3,1,""],FirstOrderGradient:[155,3,1,""],FlattenAtrousConv:[155,3,1,""],FlexibleShapeDispatch:[155,1,1,""],FoldConstant:[155,3,1,""],FoldConstantExpr:[155,3,1,""],FoldExplicitPadding:[155,3,1,""],FoldScaleAxis:[155,3,1,""],ForwardFoldScaleAxis:[155,3,1,""],FunctionPass:[155,1,1,""],FuseOps:[155,3,1,""],InferType:[155,3,1,""],InferTypeLocal:[155,3,1,""],Inline:[155,3,1,""],InlineCompilerFunctionsBoundTo:[155,3,1,""],LambdaLift:[155,3,1,""],LayoutConfig:[155,1,1,""],LazyGradientInit:[155,3,1,""],Legalize:[155,3,1,""],ManifestLifetimes:[155,3,1,""],MarkCompilerFunctionsAsExtern:[155,3,1,""],MergeCompilerRegions:[155,3,1,""],MergeComposite:[155,3,1,""],OutlineCompilerFunctionsWithExistingGlobalSymbols:[155,3,1,""],PartialEvaluate:[155,3,1,""],PartitionGraph:[155,3,1,""],PlanDevices:[155,3,1,""],RemoveUnusedFunctions:[155,3,1,""],SimplifyExpr:[155,3,1,""],SimplifyFCTranspose:[155,3,1,""],SimplifyInference:[155,3,1,""],SplitArgs:[155,3,1,""],ToANormalForm:[155,3,1,""],ToANormalFormExpr:[155,3,1,""],ToBasicBlockNormalForm:[155,3,1,""],ToCPS:[155,3,1,""],ToGraphNormalForm:[155,3,1,""],ToMixedPrecision:[155,3,1,""],build_config:[155,3,1,""],function_pass:[155,3,1,""],gradient:[155,3,1,""],recast:[155,3,1,""],to_cps:[155,3,1,""],un_cps:[155,3,1,""]},"tvm.relay.vision":{all_class_non_max_suppression:[156,3,1,""],get_valid_counts:[156,3,1,""],multibox_prior:[156,3,1,""],multibox_transform_loc:[156,3,1,""],non_max_suppression:[156,3,1,""],proposal:[156,3,1,""],regular_non_max_suppression:[156,3,1,""],roi_align:[156,3,1,""],roi_pool:[156,3,1,""],yolo_reorg:[156,3,1,""]},"tvm.rpc":{LocalSession:[157,1,1,""],PopenSession:[157,1,1,""],RPCSession:[157,1,1,""],Server:[157,1,1,""],TrackerSession:[157,1,1,""],connect:[157,3,1,""],connect_tracker:[157,3,1,""],with_minrpc:[157,3,1,""]},"tvm.rpc.RPCSession":{cl:[157,2,1,""],cpu:[157,2,1,""],cuda:[157,2,1,""],device:[157,2,1,""],download:[157,2,1,""],download_linked_module:[157,2,1,""],ext_dev:[157,2,1,""],get_function:[157,2,1,""],hexagon:[157,2,1,""],listdir:[157,2,1,""],load_module:[157,2,1,""],metal:[157,2,1,""],remove:[157,2,1,""],rocm:[157,2,1,""],system_lib:[157,2,1,""],upload:[157,2,1,""],vulkan:[157,2,1,""],webgpu:[157,2,1,""]},"tvm.rpc.Server":{terminate:[157,2,1,""]},"tvm.rpc.TrackerSession":{close:[157,2,1,""],request:[157,2,1,""],request_and_run:[157,2,1,""],summary:[157,2,1,""],text_summary:[157,2,1,""]},"tvm.runtime":{"const":[158,3,1,""],DataType:[158,1,1,""],DataTypeCode:[158,1,1,""],Device:[158,1,1,""],Module:[158,1,1,""],Object:[158,1,1,""],ObjectGeneric:[158,1,1,""],ObjectPath:[158,1,1,""],ObjectPathPair:[158,1,1,""],PackedFunc:[158,1,1,""],Report:[158,1,1,""],Scriptable:[158,1,1,""],ShapeTuple:[158,1,1,""],String:[158,1,1,""],cl:[158,3,1,""],convert:[158,3,1,""],convert_to_object:[158,3,1,""],cpu:[158,3,1,""],cuda:[158,3,1,""],device:[158,3,1,""],enabled:[158,3,1,""],ext_dev:[158,3,1,""],gpu:[158,3,1,""],load_module:[158,3,1,""],load_param_dict:[158,3,1,""],load_param_dict_from_file:[158,3,1,""],load_static_library:[158,3,1,""],metal:[158,3,1,""],mtl:[158,3,1,""],ndarray:[146,0,0,"-"],num_threads:[158,3,1,""],opencl:[158,3,1,""],rocm:[158,3,1,""],save_param_dict:[158,3,1,""],save_param_dict_to_file:[158,3,1,""],system_lib:[158,3,1,""],vpi:[158,3,1,""],vulkan:[158,3,1,""]},"tvm.runtime.DataType":{itemsize:[158,2,1,""]},"tvm.runtime.Device":{api_version:[158,5,1,""],available_global_memory:[158,5,1,""],compute_version:[158,5,1,""],create_raw_stream:[158,2,1,""],device_name:[158,5,1,""],driver_version:[158,5,1,""],exist:[158,5,1,""],free_raw_stream:[158,2,1,""],l2_cache_size_bytes:[158,5,1,""],max_clock_rate:[158,5,1,""],max_shared_memory_per_block:[158,5,1,""],max_thread_dimensions:[158,5,1,""],max_threads_per_block:[158,5,1,""],multi_processor_count:[158,5,1,""],set_raw_stream:[158,2,1,""],sync:[158,2,1,""],texture_spatial_limit:[158,2,1,""],total_global_memory:[158,5,1,""],warp_size:[158,5,1,""]},"tvm.runtime.Module":{clear_imports:[158,2,1,""],entry_func:[158,5,1,""],export_library:[158,2,1,""],format:[158,5,1,""],get_function:[158,2,1,""],get_property_mask:[158,2,1,""],get_source:[158,2,1,""],implements_function:[158,2,1,""],import_module:[158,2,1,""],imported_modules:[158,5,1,""],is_binary_serializable:[158,5,1,""],is_dso_exportable:[158,5,1,""],is_runnable:[158,5,1,""],save:[158,2,1,""],time_evaluator:[158,2,1,""],type_key:[158,5,1,""]},"tvm.runtime.ObjectGeneric":{asobject:[158,2,1,""]},"tvm.runtime.Report":{calls:[158,4,1,""],csv:[158,2,1,""],device_metrics:[158,4,1,""],from_json:[158,2,1,""],json:[158,2,1,""],table:[158,2,1,""]},"tvm.runtime.Scriptable":{script:[158,2,1,""],show:[158,2,1,""]},"tvm.target":{GenericFunc:[159,1,1,""],Target:[159,1,1,""],TargetKind:[159,1,1,""],VirtualDevice:[159,1,1,""],arm_cpu:[159,3,1,""],bifrost:[159,3,1,""],create:[159,3,1,""],cuda:[159,3,1,""],generic_func:[159,3,1,""],get_native_generic_func:[159,3,1,""],hexagon:[159,3,1,""],intel_graphics:[159,3,1,""],list_tags:[159,3,1,""],make_compilation_config:[159,3,1,""],mali:[159,3,1,""],override_native_generic_func:[159,3,1,""],rasp:[159,3,1,""],riscv_cpu:[159,3,1,""],rocm:[159,3,1,""],stm32:[159,3,1,""]},"tvm.target.GenericFunc":{get_packed_func:[159,2,1,""],register:[159,2,1,""],set_default:[159,2,1,""]},"tvm.target.Target":{arch:[159,5,1,""],canon_multi_target:[159,2,1,""],canon_multi_target_and_host:[159,2,1,""],canon_target:[159,2,1,""],canon_target_and_host:[159,2,1,""],canon_target_map_and_host:[159,2,1,""],current:[159,2,1,""],from_device:[159,2,1,""],get_kind_attr:[159,2,1,""],get_target_device_type:[159,2,1,""],list_kinds:[159,2,1,""],mattr:[159,5,1,""],max_block_size_x:[159,5,1,""],max_block_size_y:[159,5,1,""],max_num_threads:[159,5,1,""],mcpu:[159,5,1,""],model:[159,5,1,""],target_or_current:[159,2,1,""],thread_warp_size:[159,5,1,""]},"tvm.target.TargetKind":{options:[159,5,1,""],options_from_name:[159,2,1,""]},"tvm.te":{"const":[160,3,1,""],"var":[160,3,1,""],ComputeOp:[160,1,1,""],ExternOp:[160,1,1,""],HybridOp:[160,1,1,""],PlaceholderOp:[160,1,1,""],ScanOp:[160,1,1,""],Schedule:[160,1,1,""],SpecializedCondition:[160,1,1,""],Stage:[160,1,1,""],Tensor:[160,1,1,""],TensorComputeOp:[160,1,1,""],TensorSlice:[160,1,1,""],abs:[160,3,1,""],acos:[160,3,1,""],acosh:[160,3,1,""],add:[160,3,1,""],all:[160,3,1,""],any:[160,3,1,""],asin:[160,3,1,""],asinh:[160,3,1,""],atan:[160,3,1,""],atanh:[160,3,1,""],ceil:[160,3,1,""],comm_reducer:[160,3,1,""],compute:[160,3,1,""],cos:[160,3,1,""],cosh:[160,3,1,""],create_prim_func:[160,3,1,""],create_schedule:[160,3,1,""],decl_tensor_intrin:[160,3,1,""],div:[160,3,1,""],erf:[160,3,1,""],exp:[160,3,1,""],extern:[160,3,1,""],extern_primfunc:[160,3,1,""],floor:[160,3,1,""],floordiv:[160,3,1,""],floormod:[160,3,1,""],fmod:[160,3,1,""],gradient:[160,3,1,""],hybrid:[160,0,0,"-"],if_then_else:[160,3,1,""],indexdiv:[160,3,1,""],indexmod:[160,3,1,""],isfinite:[160,3,1,""],isinf:[160,3,1,""],isnan:[160,3,1,""],log10:[160,3,1,""],log2:[160,3,1,""],log:[160,3,1,""],max:[160,3,1,""],max_value:[160,3,1,""],min:[160,3,1,""],min_value:[160,3,1,""],multiply:[160,3,1,""],nearbyint:[160,3,1,""],placeholder:[160,3,1,""],popcount:[160,3,1,""],power:[160,3,1,""],reduce_axis:[160,3,1,""],round:[160,3,1,""],rsqrt:[160,3,1,""],scan:[160,3,1,""],sigmoid:[160,3,1,""],sin:[160,3,1,""],sinh:[160,3,1,""],size_var:[160,3,1,""],sqrt:[160,3,1,""],subtract:[160,3,1,""],sum:[160,3,1,""],tag_scope:[160,3,1,""],tan:[160,3,1,""],tanh:[160,3,1,""],thread_axis:[160,3,1,""],trace:[160,3,1,""],trunc:[160,3,1,""],truncdiv:[160,3,1,""],truncmod:[160,3,1,""]},"tvm.te.HybridOp":{axis:[160,5,1,""]},"tvm.te.ScanOp":{scan_axis:[160,5,1,""]},"tvm.te.Schedule":{cache_read:[160,2,1,""],cache_write:[160,2,1,""],create_group:[160,2,1,""],normalize:[160,2,1,""],rfactor:[160,2,1,""]},"tvm.te.SpecializedCondition":{current:[160,2,1,""]},"tvm.te.Stage":{bind:[160,2,1,""],compute_at:[160,2,1,""],compute_inline:[160,2,1,""],compute_root:[160,2,1,""],double_buffer:[160,2,1,""],env_threads:[160,2,1,""],fuse:[160,2,1,""],parallel:[160,2,1,""],pragma:[160,2,1,""],prefetch:[160,2,1,""],reorder:[160,2,1,""],rolling_buffer:[160,2,1,""],set_scope:[160,2,1,""],set_store_predicate:[160,2,1,""],split:[160,2,1,""],storage_align:[160,2,1,""],tensorize:[160,2,1,""],tile:[160,2,1,""],transform_layout:[160,2,1,""],unroll:[160,2,1,""],vectorize:[160,2,1,""]},"tvm.te.Tensor":{axis:[160,5,1,""],ndim:[160,5,1,""],op:[160,5,1,""],shape:[160,5,1,""],value_index:[160,5,1,""]},"tvm.te.TensorSlice":{asobject:[160,2,1,""],dtype:[160,5,1,""]},"tvm.te.hybrid":{HybridModule:[160,1,1,""],build:[160,3,1,""],decorate:[160,3,1,""],script:[160,3,1,""],source_to_op:[160,3,1,""]},"tvm.te.hybrid.HybridModule":{load:[160,2,1,""]},"tvm.tir":{Add:[161,1,1,""],Allocate:[161,1,1,""],AllocateConst:[161,1,1,""],And:[161,1,1,""],Any:[161,1,1,""],AssertStmt:[161,1,1,""],AttrStmt:[161,1,1,""],BijectiveLayout:[161,1,1,""],Block:[161,1,1,""],BlockDependenceInfo:[161,1,1,""],BlockRealize:[161,1,1,""],BlockScope:[161,1,1,""],Broadcast:[161,1,1,""],Buffer:[161,1,1,""],BufferLoad:[161,1,1,""],BufferRealize:[161,1,1,""],BufferRegion:[161,1,1,""],BufferStore:[161,1,1,""],Call:[161,1,1,""],CallEffectKind:[161,1,1,""],Cast:[161,1,1,""],CommReducer:[161,1,1,""],DataProducer:[161,1,1,""],DeclBuffer:[161,1,1,""],Div:[161,1,1,""],EQ:[161,1,1,""],Evaluate:[161,1,1,""],FloatImm:[161,1,1,""],FloorDiv:[161,1,1,""],FloorMod:[161,1,1,""],For:[161,1,1,""],ForKind:[161,1,1,""],GE:[161,1,1,""],GT:[161,1,1,""],IfThenElse:[161,1,1,""],IndexMap:[161,1,1,""],IntImm:[161,1,1,""],IterVar:[161,1,1,""],LE:[161,1,1,""],LT:[161,1,1,""],Layout:[161,1,1,""],Let:[161,1,1,""],LetStmt:[161,1,1,""],MatchBufferRegion:[161,1,1,""],Max:[161,1,1,""],Min:[161,1,1,""],Mod:[161,1,1,""],Mul:[161,1,1,""],NE:[161,1,1,""],Not:[161,1,1,""],Or:[161,1,1,""],Prefetch:[161,1,1,""],PrimFunc:[161,1,1,""],ProducerLoad:[161,1,1,""],ProducerRealize:[161,1,1,""],ProducerStore:[161,1,1,""],Ramp:[161,1,1,""],Reduce:[161,1,1,""],Schedule:[161,1,1,""],ScheduleError:[161,6,1,""],ScheduleState:[161,1,1,""],Select:[161,1,1,""],SeqStmt:[161,1,1,""],Shuffle:[161,1,1,""],SizeVar:[161,1,1,""],Stmt:[161,1,1,""],StmtSRef:[161,1,1,""],StringImm:[161,1,1,""],Sub:[161,1,1,""],TVMBackendAllocWorkspace:[161,3,1,""],TVMBackendFreeWorkspace:[161,3,1,""],TensorIntrin:[161,1,1,""],Var:[161,1,1,""],While:[161,1,1,""],abs:[161,3,1,""],acos:[161,3,1,""],acosh:[161,3,1,""],add:[161,3,1,""],address_of:[161,3,1,""],all:[161,3,1,""],any:[161,3,1,""],asin:[161,3,1,""],asinh:[161,3,1,""],assume:[161,3,1,""],atan2:[161,3,1,""],atan:[161,3,1,""],atanh:[161,3,1,""],bijective_layout:[161,3,1,""],bitwise_and:[161,3,1,""],bitwise_not:[161,3,1,""],bitwise_or:[161,3,1,""],bitwise_xor:[161,3,1,""],call_cpacked:[161,3,1,""],call_cpacked_lowered:[161,3,1,""],call_extern:[161,3,1,""],call_intrin:[161,3,1,""],call_llvm_intrin:[161,3,1,""],call_llvm_pure_intrin:[161,3,1,""],call_packed:[161,3,1,""],call_packed_lowered:[161,3,1,""],call_pure_extern:[161,3,1,""],call_tir:[161,3,1,""],ceil:[161,3,1,""],ceildiv:[161,3,1,""],clz:[161,3,1,""],comm_reducer:[161,3,1,""],copysign:[161,3,1,""],cos:[161,3,1,""],cosh:[161,3,1,""],create_barriers:[161,3,1,""],decl_buffer:[161,3,1,""],div:[161,3,1,""],dp4a:[161,3,1,""],end_profile_intrinsic:[161,3,1,""],erf:[161,3,1,""],exp10:[161,3,1,""],exp2:[161,3,1,""],exp:[161,3,1,""],floor:[161,3,1,""],floordiv:[161,3,1,""],floormod:[161,3,1,""],fmod:[161,3,1,""],get_active_lane_mask:[161,3,1,""],get_vscale_expr:[161,3,1,""],hypot:[161,3,1,""],if_then_else:[161,3,1,""],indexdiv:[161,3,1,""],indexmod:[161,3,1,""],infinity:[161,3,1,""],isfinite:[161,3,1,""],isinf:[161,3,1,""],isnan:[161,3,1,""],isnullptr:[161,3,1,""],layout:[161,3,1,""],ldexp:[161,3,1,""],likely:[161,3,1,""],log10:[161,3,1,""],log1p:[161,3,1,""],log2:[161,3,1,""],log:[161,3,1,""],lookup_param:[161,3,1,""],make_filled_simdgroup_matrix:[161,3,1,""],max:[161,3,1,""],max_value:[161,3,1,""],min:[161,3,1,""],min_value:[161,3,1,""],mma_fill:[161,3,1,""],mma_store:[161,3,1,""],multiply:[161,3,1,""],nearbyint:[161,3,1,""],nextafter:[161,3,1,""],popcount:[161,3,1,""],pow:[161,3,1,""],power:[161,3,1,""],ptx_arrive_barrier:[161,3,1,""],ptx_arrive_barrier_expect_tx:[161,3,1,""],ptx_commit_group:[161,3,1,""],ptx_cp_async:[161,3,1,""],ptx_cp_async_barrier:[161,3,1,""],ptx_cp_async_bulk:[161,3,1,""],ptx_init_barrier_thread_count:[161,3,1,""],ptx_ldmatrix:[161,3,1,""],ptx_mma:[161,3,1,""],ptx_mma_sp:[161,3,1,""],ptx_wait_barrier:[161,3,1,""],ptx_wait_group:[161,3,1,""],q_multiply_shift:[161,3,1,""],q_multiply_shift_per_axis:[161,3,1,""],reinterpret:[161,3,1,""],ret:[161,3,1,""],round:[161,3,1,""],rsqrt:[161,3,1,""],shift_left:[161,3,1,""],shift_right:[161,3,1,""],sigmoid:[161,3,1,""],simdgroup_load:[161,3,1,""],simdgroup_multiply_accumulate:[161,3,1,""],simdgroup_store:[161,3,1,""],sin:[161,3,1,""],sinh:[161,3,1,""],sqrt:[161,3,1,""],start_profile_intrinsic:[161,3,1,""],stmt_functor:[161,0,0,"-"],stmt_list:[161,3,1,""],stmt_seq:[161,3,1,""],subtract:[161,3,1,""],sum:[161,3,1,""],tan:[161,3,1,""],tanh:[161,3,1,""],trace:[161,3,1,""],transform:[161,0,0,"-"],trunc:[161,3,1,""],truncdiv:[161,3,1,""],truncmod:[161,3,1,""],tvm_access_ptr:[161,3,1,""],tvm_bmma_sync:[161,3,1,""],tvm_check_return:[161,3,1,""],tvm_fill_fragment:[161,3,1,""],tvm_load_matrix_sync:[161,3,1,""],tvm_mma_sync:[161,3,1,""],tvm_stack_alloca:[161,3,1,""],tvm_stack_make_array:[161,3,1,""],tvm_stack_make_shape:[161,3,1,""],tvm_store_matrix_sync:[161,3,1,""],tvm_struct_get:[161,3,1,""],tvm_struct_set:[161,3,1,""],tvm_thread_allreduce:[161,3,1,""],tvm_throw_last_error:[161,3,1,""],tvm_tuple:[161,3,1,""],type_annotation:[161,3,1,""],undef:[161,3,1,""],vectorcombine:[161,3,1,""],vectorhigh:[161,3,1,""],vectorlow:[161,3,1,""],vscale:[161,3,1,""]},"tvm.tir.BijectiveLayout":{backward_index:[161,2,1,""],backward_shape:[161,2,1,""],forward_index:[161,2,1,""],forward_shape:[161,2,1,""]},"tvm.tir.BlockDependenceInfo":{get_block_scope:[161,2,1,""],get_sref:[161,2,1,""]},"tvm.tir.BlockScope":{get_deps_by_dst:[161,2,1,""],get_deps_by_src:[161,2,1,""]},"tvm.tir.Buffer":{access_ptr:[161,2,1,""],get_flattened_buffer:[161,2,1,""],offset_of:[161,2,1,""],scope:[161,2,1,""],vload:[161,2,1,""],vstore:[161,2,1,""]},"tvm.tir.IndexMap":{from_func:[161,2,1,""],from_func_with_separators:[161,2,1,""],inverse:[161,2,1,""],is_equivalent_to:[161,2,1,""],map_indices:[161,2,1,""],map_ndarray:[161,2,1,""],map_shape:[161,2,1,""],non_surjective_inverse:[161,2,1,""]},"tvm.tir.Layout":{factor_of:[161,2,1,""],index_of:[161,2,1,""]},"tvm.tir.PrimFunc":{specialize:[161,2,1,""],with_body:[161,2,1,""]},"tvm.tir.Schedule":{add_unit_loop:[161,2,1,""],annotate:[161,2,1,""],bind:[161,2,1,""],blockize:[161,2,1,""],cache_index:[161,2,1,""],cache_inplace:[161,2,1,""],cache_read:[161,2,1,""],cache_write:[161,2,1,""],can_decompose_padding:[161,2,1,""],compute_at:[161,2,1,""],compute_inline:[161,2,1,""],copy:[161,2,1,""],decompose_padding:[161,2,1,""],decompose_reduction:[161,2,1,""],enter_postproc:[161,2,1,""],fork_seed:[161,2,1,""],func_working_on:[161,5,1,""],fuse:[161,2,1,""],get:[161,2,1,""],get_block:[161,2,1,""],get_child_blocks:[161,2,1,""],get_consumers:[161,2,1,""],get_loops:[161,2,1,""],get_output_blocks:[161,2,1,""],get_producers:[161,2,1,""],get_sref:[161,2,1,""],loop_partition:[161,2,1,""],merge:[161,2,1,""],mod:[161,5,1,""],pad_einsum:[161,2,1,""],parallel:[161,2,1,""],reindex:[161,2,1,""],reindex_cache_read:[161,2,1,""],reindex_cache_write:[161,2,1,""],remove_rv:[161,2,1,""],reorder:[161,2,1,""],reorder_block_iter_var:[161,2,1,""],reverse_compute_at:[161,2,1,""],reverse_compute_inline:[161,2,1,""],rfactor:[161,2,1,""],rolling_buffer:[161,2,1,""],sample_categorical:[161,2,1,""],sample_compute_location:[161,2,1,""],sample_partitioned_tile:[161,2,1,""],sample_perfect_tile:[161,2,1,""],seed:[161,2,1,""],set_axis_separator:[161,2,1,""],set_scope:[161,2,1,""],show:[161,2,1,""],split:[161,2,1,""],state:[161,5,1,""],storage_align:[161,2,1,""],tensorize:[161,2,1,""],trace:[161,5,1,""],transform_block_layout:[161,2,1,""],transform_layout:[161,2,1,""],unannotate:[161,2,1,""],unroll:[161,2,1,""],unsafe_hide_buffer_access:[161,2,1,""],unsafe_set_dtype:[161,2,1,""],vectorize:[161,2,1,""],work_on:[161,2,1,""]},"tvm.tir.ScheduleState":{get_block_scope:[161,2,1,""],get_sref:[161,2,1,""],replace:[161,2,1,""]},"tvm.tir.StmtSRef":{inline_mark:[161,2,1,""],parent:[161,5,1,""],root_mark:[161,2,1,""],stmt:[161,5,1,""]},"tvm.tir.TensorIntrin":{get:[161,2,1,""],register:[161,2,1,""]},"tvm.tir.stmt_functor":{ir_transform:[161,3,1,""],post_order_visit:[161,3,1,""],pre_order_visit:[161,3,1,""],renew_defs:[161,3,1,""],substitute:[161,3,1,""]},"tvm.tir.transform":{AnnotateDeviceRegions:[161,3,1,""],AnnotateEntryFunc:[161,3,1,""],Apply:[161,3,1,""],ApplyLayoutTransforms:[161,3,1,""],BF16ComputeLegalize:[161,3,1,""],BF16StorageLegalize:[161,3,1,""],BindTarget:[161,3,1,""],CoProcSync:[161,3,1,""],CombineContextCall:[161,3,1,""],CommonSubexprElimTIR:[161,3,1,""],CompactBufferAllocation:[161,3,1,""],ConvertBlocksToOpaque:[161,3,1,""],ConvertForLoopsToSerial:[161,3,1,""],ConvertSSA:[161,3,1,""],DecorateDeviceScope:[161,3,1,""],DefaultGPUSchedule:[161,3,1,""],ExtractPrimFuncConstants:[161,3,1,""],FP8ComputeLegalize:[161,3,1,""],FP8StorageLegalize:[161,3,1,""],Filter:[161,3,1,""],FlattenBuffer:[161,3,1,""],ForceNarrowIndexToInt32:[161,3,1,""],HoistExpression:[161,3,1,""],HoistIfThenElse:[161,3,1,""],HoistedConditionals:[161,1,1,""],HoistedLetBindings:[161,1,1,""],InferFragment:[161,3,1,""],InjectCopyIntrin:[161,3,1,""],InjectDoubleBuffer:[161,3,1,""],InjectPTXAsyncCopy:[161,3,1,""],InjectPermutedLayout:[161,3,1,""],InjectPrefetch:[161,3,1,""],InjectRollingBuffer:[161,3,1,""],InjectSoftwarePipeline:[161,3,1,""],InjectVirtualThread:[161,3,1,""],InlinePrivateFunctions:[161,3,1,""],InstallDebugSpans:[161,3,1,""],InstrumentBoundCheckers:[161,3,1,""],InstrumentProfileIntrinsics:[161,3,1,""],LegalizePackedCalls:[161,3,1,""],LiftAttrScope:[161,3,1,""],LiftThreadBinding:[161,3,1,""],LoopPartition:[161,3,1,""],LowerAutoCopy:[161,3,1,""],LowerCrossThreadReduction:[161,3,1,""],LowerCustomDatatypes:[161,3,1,""],LowerDeviceKernelLaunch:[161,3,1,""],LowerDeviceStorageAccessInfo:[161,3,1,""],LowerInitBlock:[161,3,1,""],LowerIntrin:[161,3,1,""],LowerMatchBuffer:[161,3,1,""],LowerOpaqueBlock:[161,3,1,""],LowerTVMBuiltin:[161,3,1,""],LowerThreadAllreduce:[161,3,1,""],LowerWarpMemory:[161,3,1,""],MakePackedAPI:[161,3,1,""],MakeUnpackedAPI:[161,3,1,""],ManifestSharedMemoryLocalStage:[161,3,1,""],MergeSharedMemoryAllocations:[161,3,1,""],NarrowDataType:[161,3,1,""],PlanAndUpdateBufferAllocationLocation:[161,3,1,""],PointerValueTypeRewrite:[161,3,1,""],PrimFuncPass:[161,1,1,""],ReduceBranchingThroughOvercompute:[161,3,1,""],RemoveAssume:[161,3,1,""],RemoveNoOp:[161,3,1,""],RemoveStoreUndef:[161,3,1,""],RemoveWeightLayoutRewriteBlock:[161,3,1,""],RenormalizeSplitPattern:[161,3,1,""],RewriteUnsafeSelect:[161,3,1,""],Simplify:[161,3,1,""],SkipAssert:[161,3,1,""],SplitHostDevice:[161,3,1,""],StorageFlatten:[161,3,1,""],StorageRewrite:[161,3,1,""],TextureFlatten:[161,3,1,""],ThreadSync:[161,3,1,""],TransformMmaBufferLayout:[161,3,1,""],UnifyThreadBinding:[161,3,1,""],UnrollLoop:[161,3,1,""],UseAssumeToReduceBranches:[161,3,1,""],VectorizeLoop:[161,3,1,""],VerifyMemory:[161,3,1,""],VerifyVTCMLimit:[161,3,1,""],prim_func_pass:[161,3,1,""]},"tvm.tir.transform.HoistedConditionals":{All:[161,4,1,""],BooleanExpression:[161,4,1,""],IfElseExpr:[161,4,1,""],IfElseStmt:[161,4,1,""],Never:[161,4,1,""],UsingBlockVar:[161,4,1,""]},"tvm.tir.transform.HoistedLetBindings":{All:[161,4,1,""],LetExpr:[161,4,1,""],LetStmt:[161,4,1,""],Never:[161,4,1,""],RequiredByConditional:[161,4,1,""]},"tvm.topi":{image:[162,0,0,"-"],nn:[162,0,0,"-"],sparse:[162,0,0,"-"]},"tvm.topi.image":{affine_grid:[162,3,1,""],can_convert_multiply_to_intdiv:[162,3,1,""],crop_and_resize:[162,3,1,""],dilation2d_nchw:[162,3,1,""],dilation2d_nhwc:[162,3,1,""],get_1d_indices:[162,3,1,""],get_1d_pixel:[162,3,1,""],get_2d_indices:[162,3,1,""],get_2d_pixel:[162,3,1,""],get_3d_indices:[162,3,1,""],get_3d_pixel:[162,3,1,""],get_closest_index:[162,3,1,""],get_inx:[162,3,1,""],get_pad_tuple:[162,3,1,""],grid_sample:[162,3,1,""],nchw_pack_layout:[162,3,1,""],nchw_xc_layout:[162,3,1,""],pad:[162,3,1,""],resize1d:[162,3,1,""],resize2d:[162,3,1,""],resize3d:[162,3,1,""],simplify:[162,3,1,""]},"tvm.topi.nn":{Workload:[162,1,1,""],adaptive_pool1d:[162,3,1,""],adaptive_pool3d:[162,3,1,""],adaptive_pool:[162,3,1,""],add:[162,3,1,""],add_alter_layout:[162,3,1,""],batch_matmul:[162,3,1,""],batch_matmul_legalize:[162,3,1,""],batch_norm:[162,3,1,""],batch_to_space_nd:[162,3,1,""],bias_add_legalize:[162,3,1,""],binarize_pack:[162,3,1,""],binary_dense:[162,3,1,""],bitpack:[162,3,1,""],bitserial_conv2d_legalize:[162,3,1,""],bitserial_conv2d_nchw:[162,3,1,""],bitserial_conv2d_nhwc:[162,3,1,""],bitserial_dense:[162,3,1,""],concatenate:[162,3,1,""],conv1d:[162,3,1,""],conv1d_ncw:[162,3,1,""],conv1d_nwc:[162,3,1,""],conv1d_transpose_ncw:[162,3,1,""],conv2d:[162,3,1,""],conv2d_NCHWc:[162,3,1,""],conv2d_NCHWc_int8:[162,3,1,""],conv2d_alter_layout:[162,3,1,""],conv2d_gemm_weight_transform:[162,3,1,""],conv2d_hwcn:[162,3,1,""],conv2d_infer_layout:[162,3,1,""],conv2d_legalize:[162,3,1,""],conv2d_nchw:[162,3,1,""],conv2d_nhwc:[162,3,1,""],conv2d_transpose_alter_layout:[162,3,1,""],conv2d_transpose_legalize:[162,3,1,""],conv2d_transpose_nchw:[162,3,1,""],conv2d_transpose_nchw_preprocess:[162,3,1,""],conv2d_winograd_nchw:[162,3,1,""],conv2d_winograd_nchw_without_weight_transform:[162,3,1,""],conv2d_winograd_nhwc:[162,3,1,""],conv2d_winograd_nhwc_without_weight_transform:[162,3,1,""],conv2d_winograd_nnpack_weight_transform:[162,3,1,""],conv2d_winograd_weight_transform:[162,3,1,""],conv3d_alter_layout:[162,3,1,""],conv3d_ncdhw:[162,3,1,""],conv3d_ndhwc:[162,3,1,""],conv3d_transpose_legalize:[162,3,1,""],conv3d_transpose_ncdhw:[162,3,1,""],conv3d_transpose_ncdhw_preprocess:[162,3,1,""],conv3d_winograd_weight_transform:[162,3,1,""],conv:[162,3,1,""],correlation_nchw:[162,3,1,""],declaration_conv2d_transpose_impl:[162,3,1,""],declaration_conv3d_transpose_impl:[162,3,1,""],deformable_conv2d_nchw:[162,3,1,""],deformable_conv2d_nhwc:[162,3,1,""],dense:[162,3,1,""],dense_alter_layout:[162,3,1,""],dense_legalize:[162,3,1,""],dense_pack:[162,3,1,""],depth_to_space:[162,3,1,""],depthwise_conv2d_NCHWc:[162,3,1,""],depthwise_conv2d_backward_input_nhwc:[162,3,1,""],depthwise_conv2d_backward_weight_nhwc:[162,3,1,""],depthwise_conv2d_infer_layout:[162,3,1,""],depthwise_conv2d_nchw:[162,3,1,""],depthwise_conv2d_nhwc:[162,3,1,""],dilate:[162,3,1,""],equal_const_int:[162,3,1,""],fast_softmax:[162,3,1,""],fifo_buffer:[162,3,1,""],flatten:[162,3,1,""],get_const_int:[162,3,1,""],get_const_tuple:[162,3,1,""],get_pad_tuple1d:[162,3,1,""],get_pad_tuple3d:[162,3,1,""],get_pad_tuple:[162,3,1,""],get_pad_tuple_generic:[162,3,1,""],global_pool:[162,3,1,""],group_conv1d_ncw:[162,3,1,""],group_conv1d_nwc:[162,3,1,""],group_conv1d_transpose_ncw:[162,3,1,""],group_conv2d_nchw:[162,3,1,""],group_conv2d_nhwc:[162,3,1,""],group_conv2d_transpose_nchw:[162,3,1,""],group_conv3d_transpose_ncdhw:[162,3,1,""],group_norm:[162,3,1,""],instance_norm:[162,3,1,""],layer_norm:[162,3,1,""],layout_transform:[162,3,1,""],leaky_relu:[162,3,1,""],log_softmax:[162,3,1,""],lrn:[162,3,1,""],lstm:[162,3,1,""],matmul:[162,3,1,""],matmul_legalize:[162,3,1,""],mirror_pad:[162,3,1,""],namedtuple:[162,3,1,""],nll_loss:[162,3,1,""],pad:[162,3,1,""],pool1d:[162,3,1,""],pool2d:[162,3,1,""],pool3d:[162,3,1,""],pool_grad:[162,3,1,""],prelu:[162,3,1,""],qnn_conv2d_alter_layout:[162,3,1,""],qnn_dense_alter_layout:[162,3,1,""],qnn_requantize_alter_layout:[162,3,1,""],reduce:[162,3,1,""],relu:[162,3,1,""],rms_norm:[162,3,1,""],scale_shift_nchw:[162,3,1,""],scale_shift_nchwc:[162,3,1,""],scale_shift_nhwc:[162,3,1,""],simplify:[162,3,1,""],simulated_dequantize:[162,3,1,""],simulated_quantize:[162,3,1,""],softmax:[162,3,1,""],softmax_common:[162,3,1,""],space_to_batch_nd:[162,3,1,""],space_to_depth:[162,3,1,""],sparse_add:[162,3,1,""],sparse_conv2d:[162,3,1,""],sparse_dense:[162,3,1,""],sparse_dense_alter_layout:[162,3,1,""],sparse_dense_sp_lhs:[162,3,1,""],sparse_dense_sp_rhs:[162,3,1,""],sparse_transpose:[162,3,1,""],strided_slice:[162,3,1,""],try_get_conv2d_sparse_input:[162,3,1,""],try_get_sparse_input:[162,3,1,""],unpack_NCHWc_to_nchw:[162,3,1,""],upsampling3d:[162,3,1,""],upsampling:[162,3,1,""],winograd_transform_matrices:[162,3,1,""]},"tvm.topi.nn.Workload":{dilation_h:[162,4,1,""],dilation_w:[162,4,1,""],height:[162,4,1,""],in_dtype:[162,4,1,""],in_filter:[162,4,1,""],kernel_h:[162,4,1,""],kernel_w:[162,4,1,""],out_dtype:[162,4,1,""],out_filter:[162,4,1,""],padb:[162,4,1,""],padl:[162,4,1,""],padr:[162,4,1,""],padt:[162,4,1,""],stride_h:[162,4,1,""],stride_w:[162,4,1,""],width:[162,4,1,""]},"tvm.topi.sparse":{csrmm:[162,3,1,""],csrmv:[162,3,1,""],dense:[162,3,1,""]},"tvm.transform":{ApplyPassToFunction:[143,3,1,""],ModulePass:[143,1,1,""],Pass:[143,1,1,""],PassContext:[143,1,1,""],PassInfo:[143,1,1,""],PrintIR:[143,3,1,""],Sequential:[143,1,1,""],module_pass:[143,3,1,""]},"tvm.transform.Pass":{info:[143,5,1,""]},"tvm.transform.PassContext":{current:[143,2,1,""],get_current_trace:[143,2,1,""],get_trace_stack:[143,2,1,""],get_trace_stack_size:[143,2,1,""],get_tuning_api_database:[143,2,1,""],inc_num_evals:[143,2,1,""],list_configs:[143,2,1,""],override_instruments:[143,2,1,""],pop_trace:[143,2,1,""],push_trace:[143,2,1,""],set_num_evals:[143,2,1,""]},tvm:{auto_scheduler:[136,0,0,"-"],autotvm:[137,0,0,"-"],build:[139,3,1,""],contrib:[138,0,0,"-"],driver:[139,0,0,"-"],error:[140,0,0,"-"],instrument:[143,0,0,"-"],ir:[143,0,0,"-"],lower:[139,3,1,""],meta_schedule:[144,0,0,"-"],micro:[145,0,0,"-"],rpc:[157,0,0,"-"],runtime:[158,0,0,"-"],target:[159,0,0,"-"],te:[160,0,0,"-"],tir:[161,0,0,"-"],transform:[143,0,0,"-"]},vta:{Environment:[163,3,1,""],build:[163,3,1,""],build_config:[163,3,1,""],get_env:[163,3,1,""],lower:[163,3,1,""],program_fpga:[163,3,1,""],reconfig_runtime:[163,3,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","function","Python function"],"4":["py","attribute","Python attribute"],"5":["py","property","Python property"],"6":["py","exception","Python exception"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:function","4":"py:attribute","5":"py:property","6":"py:exception"},terms:{"0":[0,1,2,3,6,7,8,10,12,14,15,16,18,20,25,29,30,33,34,35,36,37,42,43,44,45,46,47,48,49,50,52,53,55,58,59,61,62,63,64,65,66,67,68,70,71,72,74,76,77,78,79,82,83,84,85,87,89,90,91,92,93,94,95,97,98,99,100,101,102,104,105,106,107,108,109,110,111,112,113,114,116,117,118,120,122,123,124,125,126,127,128,129,131,132,136,137,138,141,143,145,146,147,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,173,174,177,178,180,182,183,185,186,187,188,189,190,191,192,195,197,198,199,200,201,203],"00":[45,48,52,69,70,74,77,85,89,91,92,93,94,97,99,100,101,109,113,116,126,180,186,187,191,198,202],"000":[111,113,198],"0000":[152,162],"00000":203,"000000000139":111,"000000581781":111,"000000e":[90,123],"000000f":[7,117],"000001":111,"000005":199,"000006":199,"000008":199,"000039":199,"00006":107,"0001":162,"00019":49,"00021":49,"00022":49,"00023":49,"000261":[191,201],"000262":191,"0005":111,"0006":92,"0008":110,"00089283":197,"0009094":197,"00095838":197,"001":[111,154],"00102275":197,"00103331":197,"00106262":197,"00106737":197,"00108751":197,"00110792":197,"00113151":197,"001215":191,"001273":[191,201],"001e":65,"005":[92,97],"00567":154,"006":[92,97,116],"0062":155,"007":[74,77],"008":[93,94],"00f":[90,123],"01":[45,46,48,52,69,74,77,85,89,91,93,94,99,102,108,113,116,126,153,156,191,198,201],"010":[92,93,94],"011":92,"013":[91,92],"013330":84,"014316":199,"0156":114,"0156233":114,"016":[93,94],"016185":111,"018":87,"01852v1":162,"019365":[191,201],"019712":191,"02":[2,52,69,77,79,92,100,101,126,178,186,190,191],"020":[77,92,97],"02025":[151,162],"0205564554":190,"0207955368":190,"022":92,"0220606":114,"0221":114,"0235556354":190,"024":[89,94],"025":74,"025018576999999997":190,"025181222800000003":190,"026":105,"02613995849438976":199,"02854314674631383":199,"03":[69,74,89,99,100,102,107,116,177,186,191,198],"030720967180775875":199,"031":[93,94,126],"031604378096028785":199,"03186":49,"0330670188":190,"03343":49,"034205666600000004":190,"0350104522":190,"0355":114,"0355334":114,"036":87,"037017":98,"038":[69,74],"039624":190,"04":[0,69,77,91,134,191,201],"044":87,"045":91,"046":91,"0471":114,"04710218":114,"049":[87,92],"05":[52,69,72,99,100,101,102,113,126,153,154,162,191,199,201],"057":[49,52],"05f":[65,79,197],"06":[52,93,94,99,100,101,102,154,190,191,199],"062":[92,126],"06211":[153,162],"063":92,"06434":154,"067":[92,126],"06726539":114,"0673":114,"068":92,"07":[45,46,93,94,100,113,138,191,192,203],"070144":19,"072":92,"0721":111,"073":[93,94],"07514440254777123":199,"076":92,"0777881":114,"0778":114,"079":92,"079e":192,"07f9fcad27bdd3233f86fe35a5185d33":[92,94],"07fc7":0,"08":[55,91,93,94,99,100,113,191],"08022":153,"08075749598438721":199,"083":91,"084":91,"08494":153,"0854":114,"0854187":114,"0854448444":190,"087":[93,94],"0870746027":199,"087075":199,"08f7449d79e570b7274174709e5e5e01":[91,92,93,94],"09":[74,89,91,102,191,201],"09078385126800587":0,"092212":84,"095":198,"09507984350000001":199,"095080":199,"09685704":114,"0969":114,"097":89,"09m":109,"0_224":[50,71],"0_224_quant":[71,107],"0a680":0,"0bcf718c0e6566bcd6c3b1437a3b6291":92,"0f":[90,91,92,93,94,95],"0f32":95,"0fad1b42d0d33418e0a8d15d3bbad3c9":[92,94],"0ghz":99,"0m":69,"0mb":[48,69,109],"0s":[44,65,72],"0u":[35,65],"0x0":107,"0x00000000":107,"0x0000000060000fb0":107,"0x0000000060002f10":107,"0x0000000061000fb0":107,"0x0000000061025be0":107,"0x0000000061026e60":107,"0x00000002":107,"0x00000003":107,"0x00000004":107,"0x00000006":107,"0x0000000c":107,"0x00000013":107,"0x00000053":107,"0x00000153":107,"0x00000553":107,"0x00001553":107,"0x00005553":107,"0x000interrupt":107,"0x07":111,"0x08":111,"0x0e":111,"0x0f1f0000":107,"0x12b29f30":195,"0x14":111,"0x177d12":25,"0x1ba2f8":25,"0x1ba35c":25,"0x1c4126":25,"0x20000de8":107,"0x22":111,"0x23":111,"0x292e738":136,"0x2971eb0":136,"0x48":25,"0x48102000":107,"0x61025be0":107,"0x624c400":195,"0x7f18a4541c70":111,"0x7f18ecffe040":122,"0x7fab4f7a8d12":25,"0x7fab4f7eb2f8":25,"0x7fab4f7eb35c":25,"0x7fab4f7f5126":25,"0x7fab500b8ca8":25,"0xffff0022":107,"1":[0,4,5,6,8,11,12,13,15,16,19,20,23,24,25,26,29,30,35,37,42,43,44,45,46,47,48,49,50,53,55,58,59,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,99,100,101,102,103,104,105,106,107,108,109,110,111,113,114,117,118,120,122,123,124,125,127,128,129,132,136,137,138,139,141,143,144,145,147,150,151,152,153,154,155,156,157,158,159,160,161,162,164,166,167,168,169,170,174,177,178,182,183,185,188,189,190,191,192,195,197,200,201,203],"10":[0,6,7,12,14,20,29,35,45,46,59,63,64,65,66,68,69,72,79,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,110,111,113,114,117,120,124,125,132,136,137,141,143,149,152,154,155,156,158,160,161,162,166,167,168,169,170,189,190,191,192,195,197,199,201,202],"100":[35,45,48,65,69,70,71,84,98,100,102,105,106,109,112,136,137,141,153,154,158,161,162,164,167,177,190,191,195,199,201],"1000":[42,44,45,47,48,65,66,67,68,70,72,79,90,91,92,93,94,95,98,99,100,101,102,106,107,109,111,114,154,178,189,190,191,195,197,201],"10000":[91,99,101,178,195,202],"1001":[50,93,94,100,107],"100352":[117,195],"100576":117,"100646912":65,"1008":49,"100800":117,"101":[65,71,87],"101024":117,"101248":117,"101472":117,"101696":117,"101920":117,"101938":84,"102":[65,71],"102334":199,"10233436339999999":199,"1024":[3,37,53,58,64,65,67,72,83,84,90,91,93,94,95,98,106,109,118,120,124,128,185,188,189,192,195,199,201],"1024x1024":189,"102850560":65,"102967424":65,"103":[65,100],"1036":49,"104":[65,66,67,68,71],"10454400":98,"104623":2,"1048576":[84,185,189,199],"104m":69,"105":65,"1050":101,"105277":199,"10527708629999999":199,"1054":[93,94],"10556":114,"1056":100,"105735":84,"10578048":178,"1059":101,"106":[65,202],"107":65,"1070":[72,111],"1076":100,"108":[65,117],"1080":100,"1080ti":[100,159],"1084":100,"1088":[90,100],"1089714":114,"109":[0,65,91,117,189,198],"1090":114,"1097":92,"1097323f3970e5c881ad3a0028ca79cb":92,"10b8215aaf2e14d47d40b4093e6f41a0":92,"10x10":190,"11":[2,7,29,56,62,65,67,69,79,90,91,92,93,94,99,100,101,102,106,113,117,122,123,134,152,154,156,162,166,167,168,190,191,195,197,201],"110":[65,85,117],"110581":84,"110592":90,"111":[43,65,191],"1111":99,"1112":191,"112":[0,65,79,91,92,93,94,117,195,197],"1120":117,"1122":101,"1125":100,"112m":69,"113":[43,65,91,92,93,94,112,202],"1131":[93,94],"11327":20,"1136":92,"114":[46,65,126],"1141":100,"1144":183,"114688":183,"115":[46,65,92,201],"1152":[90,183],"115200":106,"116":65,"1166":101,"117":[65,66,67,68],"1179648":[83,183],"118":[65,87],"1181":107,"1184":100,"119":[65,87,93,94],"1190":201,"119m":69,"12":[0,4,7,36,52,61,65,66,67,68,70,72,79,83,90,91,92,93,94,99,100,101,102,107,117,152,156,161,162,177,190,191,195,197,201,202],"120":[65,112,152],"1209":[69,70],"121":[65,112,154],"1216":90,"12190":29,"122":[65,70,92],"12230":19,"12288":83,"123":[65,66,67,68],"1234":19,"12369":19,"124":65,"12436":2,"124m":69,"125":65,"12544":[91,117,183],"126":[65,117],"127":[43,53,55,64,65,66,91,93,99,100,101,117,145,161,183,185],"1272":100,"128":[16,63,65,72,76,79,90,91,92,93,94,95,101,106,112,117,120,123,137,153,154,159,160,161,182,183,185,188,189,190,195,197],"1280":90,"1283":66,"12845056":83,"128x128":[83,111],"129":[65,161],"129m":[69,111],"12v":177,"12x":71,"13":[0,7,48,50,64,65,66,67,68,69,70,79,87,90,91,92,93,94,99,100,101,111,113,117,152,153,154,156,162,190,191,195,197,198,201,202],"130":[65,92,177,191,201],"131":[19,65,105],"131072":[83,117],"13144":111,"132":[65,161],"132936944":190,"13296":92,"133":[65,91,105],"134":[65,161],"1344":[90,91,100,117],"134m":69,"135":65,"1357":102,"136":[65,91],"137":65,"1378":111,"137m":111,"138":65,"1381":100,"138m":69,"139":65,"1391":100,"13t13":203,"14":[45,48,55,56,65,66,69,79,82,83,89,90,91,92,93,94,99,100,101,102,106,109,111,117,138,147,152,153,156,159,161,162,183,190,191,195,197,201,203],"140":[65,114,161],"1408":90,"1409":154,"141":65,"142":[65,177],"1428":201,"142mhz":177,"143":[64,65,74,87,92],"14300":29,"1433":114,"144":[65,117,161,183],"1449":92,"144m":69,"145":[65,92,117,192],"146":[65,117,191],"147":65,"1472":90,"147456":90,"148":65,"149":[65,87,93,94],"15":[2,14,64,65,66,79,83,84,90,91,92,93,94,99,100,101,102,104,105,107,108,110,112,117,123,136,147,152,156,161,162,183,191,197,198,201],"150":[65,93,94,100,137,177,195],"1500":[98,99,191],"1502":162,"15024128":65,"150528":[117,195],"1506":[151,162],"150752":117,"1509":111,"150976":117,"150m":69,"151":[65,93,94],"1511":154,"1512":154,"151200":117,"151424":117,"1516":94,"151648":117,"151872":117,"152":65,"152096":117,"1526":92,"153":[65,191],"1536":[83,90,91],"153m":69,"154":[65,87],"1549":101,"155":[65,93,94,126],"1554":2,"1556":154,"156":[65,191],"1568":[117,183],"157":[65,69,93,94],"1572282699":0,"157351936":183,"158":[65,87,198],"158m":69,"159":[65,69,93,94],"1598":102,"16":[0,4,7,14,62,63,65,69,70,71,76,79,83,87,89,90,91,92,93,94,95,99,100,101,102,107,111,114,117,118,123,128,134,137,152,154,155,156,161,162,173,178,182,183,185,188,190,191,195,197,198,199,201],"160":[65,87],"1600":90,"1602":100,"1605632":83,"1607":153,"161":[65,154],"1613":111,"162":[65,68,99,117,192],"163":[65,87,117],"16384":[16,83,161,185,189],"164":[65,117],"165":[65,72],"1658":102,"166":[65,93,94],"1664":90,"166m":69,"167":[65,177,186],"1673":70,"16769024":65,"168":[65,67,177,178,182,183,185,188],"1680":92,"1684":102,"169":[43,65,154],"1694":92,"16x":9,"16x16":182,"16x16x16":83,"16x64":128,"17":[0,45,65,79,90,91,92,93,94,99,100,101,117,132,152,191,197,198,201],"170":[65,93,94],"1703":[153,162],"170m":69,"171":65,"172":[65,191],"1721971155":190,"1721971156":190,"1721971157":190,"1721971158":190,"1721971159":190,"1721971161":190,"1721971162":190,"1721971164":190,"1728":90,"173":65,"1734":102,"174":[65,198],"1745":102,"175":[65,87],"1754":114,"17540497":114,"1755":102,"17558016":178,"1756u":79,"176":[65,93,94],"1763":92,"177":[65,93,94,191],"177475":2,"177534":2,"177549":2,"178":65,"179":[65,87],"1792":[90,183],"1792u":79,"1793":94,"18":[0,8,59,64,65,69,79,84,87,90,91,92,93,94,99,100,101,102,117,132,138,152,154,177,183,191,197,199,201,202],"180":[65,117],"1803":153,"181":65,"1816890099981":191,"182":[65,102],"183":65,"1832":92,"184":[65,87],"184320":90,"185":[65,111,191,201],"1856":90,"186":[65,178],"187":65,"1874":92,"188":65,"189":[65,93,94],"189993":2,"18_graph_opt":102,"18x":199,"19":[4,45,64,65,66,74,79,87,89,90,91,92,93,94,99,101,102,107,117,154,162,189,191,197,198,201],"190":[25,65],"190027":2,"191":65,"1912":102,"1917":94,"192":[65,67,90,91,92,93,94,111,177,178,182,183,185,188,191,201],"1920":90,"19260":91,"1927":102,"193":[45,65,201],"1933":92,"194":[65,91,191],"194410":2,"194440":2,"195":65,"1955":102,"196":[65,83,91,92,183],"197":[65,191],"198":[52,65,191],"1984":90,"199":[65,93,94],"1995":100,"19992":91,"1_0602_1208_lin64":177,"1_nchw1c":2,"1d":[50,138,151,152,153,161,162],"1e":[84,90,95,98,114,117,120,123,128,153,154,162,169,189,190,195,197,199],"1e3":[82,83],"1f":[92,94,147],"1i64":65,"1m":69,"1mb":[48,69],"1s":[44,65],"1st":64,"1x1":[55,72],"2":[5,6,10,12,13,15,16,19,23,24,25,26,29,30,34,35,37,42,43,44,45,46,47,50,53,55,56,59,63,64,65,66,67,68,69,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,99,100,101,102,103,104,105,106,107,108,109,111,112,113,114,117,118,123,124,125,128,129,132,136,137,138,139,143,144,147,150,151,152,153,154,155,156,157,159,160,161,162,164,166,167,168,170,174,177,178,182,183,185,188,189,191,195,197,200,201],"20":[2,4,7,12,35,45,48,59,65,69,79,90,91,92,93,94,98,100,101,102,104,105,110,111,117,145,152,155,177,185,191,197,199,201],"200":[65,84,87,91,92,93,94,111,177],"2000":[100,102],"20000":[91,92,93,94],"2004":2,"200k":15,"200mhz":177,"201":[65,154],"2014":[92,106,153,154,162],"2015":[84,154,166],"2016":[153,154],"2017":[111,177],"2018":[171,174],"2019":[36,107,132],"20191123003411":0,"202":[65,87,191],"2020":[138,171,177],"2021":[16,92,107,171],"2022":[92,171,203],"20221208":19,"2023":[45,46],"2026":92,"2028":92,"203":[65,191],"2036":92,"204":[65,191],"2048":[65,83,90,94,189],"205":[65,191],"206":[65,191],"207":[65,191],"208":[48,64,65,67,68,69,70],"209":65,"21":[65,79,87,90,91,92,93,94,99,107,109,117,152,190,191,197,201],"210":[65,191],"211":65,"2112":[90,91],"212":65,"2128":102,"2129":100,"213":65,"213108":2,"214":[65,70],"2147483647":93,"2147483648":129,"215":[65,93,94,102],"216":[65,195],"217":[64,65],"2173":71,"2176":90,"218":[65,87],"219":[65,191,201],"219k":111,"22":[45,65,79,90,92,93,94,97,99,101,117,152,162,167,191,197,201],"220":[65,93,94,98],"220211":83,"221":65,"221184":90,"222":[65,169,191],"223":[48,64,65,67,68,69,70],"2237":111,"224":[2,42,44,45,46,47,48,50,56,62,64,65,66,67,68,70,71,79,91,92,93,94,99,100,101,102,107,109,117,154,169,183,191,195,197,201],"2240":90,"224x224":[46,107,111,191,201],"225":[45,47,48,64,65,70,89,91,93,109,117,191,201],"226":[65,195],"2265":2,"227":[43,65,92,94,191],"2271":102,"2273":102,"2279":102,"228":65,"229":[45,47,48,64,65,70,109,191,201],"2295":102,"22___x5u76h0p":203,"22ff38dff":19,"23":[63,65,79,90,91,92,93,94,99,101,105,107,113,117,178,191,197,201],"230":[65,102],"2304":[90,183],"231":[65,93,94],"2313":70,"232":65,"2321":64,"2325":100,"2327674951594687":199,"233":65,"234":65,"23412736":65,"2346":92,"235":[65,77,93,94,120],"2359296":90,"236":65,"2368":90,"237":[65,93,94],"238":65,"2383":100,"239":65,"23gb":177,"24":[2,29,65,66,69,79,90,91,92,93,94,99,100,102,117,152,191,195,197,201,202],"240":[65,100,183,202],"241":65,"242":65,"243":65,"2432":90,"2434711":190,"2435":102,"244":65,"24456u":79,"245":65,"246":65,"24655u":79,"247":65,"24710u":79,"248":65,"249":65,"24923u":79,"2496":90,"2496128":190,"2497":102,"25":[2,65,79,90,93,94,99,100,101,102,111,117,136,190,191,195,197,201,202],"250":[65,69,111],"25031290689999997":199,"250313":199,"25088":[90,183],"251":[65,93,94],"25157632":65,"252":[65,102],"25218":2,"253":65,"254":[65,126],"25462784":178,"255":[46,50,61,65,69,111,124,191,201],"25532999972711e":199,"25577781e50c611c2e45e73c1cb3a6ca":92,"256":[45,47,48,64,65,70,79,82,83,84,90,91,92,93,94,95,106,107,109,111,117,124,127,158,161,182,183,185,189,190,197,199],"2560":90,"25690112":83,"257":65,"258":65,"258048":90,"2583444":190,"259":65,"26":[48,65,69,72,79,90,93,94,101,117,191,197,201,202,203],"260":65,"261":65,"262":[65,99],"262144":[185,195],"2624":90,"26249u":79,"26256u":79,"263":65,"26396407999846":191,"264":65,"26412u":79,"26420u":79,"265":65,"266":[65,93,94],"2665":102,"2666":102,"267":65,"268":[65,93,94],"2688":90,"269":65,"26901063669999997":199,"269011":199,"27":[16,45,49,52,65,69,70,74,79,90,91,93,94,99,109,113,117,152,162,178,191,197,201],"270":[65,87],"2708":114,"271":65,"272":65,"2720":102,"273":65,"273729":84,"274":65,"275":65,"2752":90,"276":65,"277":[64,65],"278":[65,87],"2789":100,"279":65,"28":[2,45,53,61,65,69,74,79,85,87,90,91,92,93,94,100,117,152,154,160,169,191,197,201],"280":65,"281":[45,48,64,65],"2816":90,"282":[42,47,64,65,109],"283":[50,65,89],"285":[44,64],"2869062499972":191,"287":[64,105],"2877":114,"2877355":114,"288":87,"2880":90,"29":[63,65,69,72,74,79,90,91,92,93,94,101,114,117,191,197,202],"2905":100,"2909":114,"2909307":114,"2944":90,"294912":[90,183],"295":91,"295026":84,"297":87,"298":69,"299":[49,69,71,91,92,93,94,99,100,101,102,154],"2beb39e9afe4c74822fffbcbb8533595":94,"2d":[7,33,64,83,99,100,101,102,138,151,152,153,161,162,174,177,181,182,184,185,186,188,191],"2d10de6646307f0e3e5cf4b31c20e69b":[92,94],"2e":[79,197],"2f":[78,178],"2fm":178,"2k":153,"2m":[48,69,70],"2mb":[69,70],"2nd":[35,64],"2pi":110,"2s":65,"2x1":111,"2x128x128":83,"2x2":[55,153,162],"2x2x2":153,"2x4":83,"3":[0,2,4,6,8,12,13,15,16,20,23,24,25,26,29,30,35,42,43,44,45,46,47,48,49,50,53,55,56,59,62,63,64,65,66,67,68,69,70,72,73,74,76,78,79,82,83,84,87,90,91,92,93,94,98,99,100,101,102,103,105,106,107,108,109,110,111,112,113,114,117,118,123,127,128,129,132,136,137,147,150,151,152,153,154,155,156,159,160,161,162,164,166,168,169,173,174,178,182,183,185,188,189,190,191,195,197,200,201,203],"30":[48,53,63,65,69,70,79,90,91,92,100,101,111,117,177,191,197,201],"300":[69,90,92,107],"3000":191,"3008":[90,94],"3009":102,"300_etho":107,"300k":57,"301":87,"302":105,"30387":49,"304":101,"305":101,"3060808fc5c74e18b1276729071fbae0":94,"3072":[72,83,90,189],"308":[126,191,198,201],"30m":[48,69,70,100],"31":[65,69,79,85,89,90,91,92,99,100,101,117,123,124,125,144,152,162,177,190,191,195,197,201],"310":[87,109],"3112":92,"3136":[91,117,183],"314":109,"315":113,"316":43,"318":105,"32":[1,35,48,53,65,67,69,72,79,83,84,89,90,91,93,94,95,98,99,106,111,116,117,123,124,125,127,128,137,150,152,160,161,169,170,174,178,182,188,189,190,191,192,195,197,199,201,203],"320":[90,92,93,94],"3206":70,"321":[87,105,113],"3211264":83,"322":105,"3221":114,"3221247":114,"3225":114,"32251418":114,"325":99,"327":87,"3274":102,"32768":[67,84,128,199],"328":111,"3289":71,"32bit":53,"32kb":84,"32t":[99,100,101],"32x32":84,"33":[65,69,70,79,90,91,95,99,100,102,111,113,117,162,191,197,201],"3303":71,"33109185":199,"331092":199,"331776":90,"332":91,"333":52,"33546240":65,"338":91,"33805236":114,"3381":114,"33909":49,"3396224":178,"34":[45,65,69,79,90,91,101,102,117,162,191,197,201],"340":[93,94],"341":[71,189],"345":[67,68,69,178],"346":90,"347":91,"3487":100,"349":[71,91],"35":[43,45,48,52,65,69,79,90,99,101,117,191,197],"352":187,"354":52,"354799794115128":199,"355":[47,52,113],"356378":191,"356379":191,"3570":100,"358":[93,94],"3581":100,"36":[45,65,69,79,90,99,100,101,117,191,197,202],"360":[87,102],"365":[99,191],"367179":[191,201],"367181":[191,201],"36864":[90,183],"368640":90,"37":[45,65,66,69,79,90,91,93,94,99,116,117,152,162,191,197,201],"370530128479004":190,"3718":102,"372":[74,99,102],"375":[66,67,68],"377":191,"378":191,"379":89,"38":[65,69,79,90,91,101,117,191,195,197,202],"380":87,"3806":66,"380737":84,"381":[187,201],"383":198,"384":[90,91,92],"38552500208b25b4035682b0e93cbce3":94,"386":[71,87],"3865":71,"3869":102,"387":71,"389":69,"38f":[92,94],"39":[45,48,52,65,79,82,87,90,91,92,99,100,101,191,197],"391":91,"3912":69,"392":90,"3925":100,"393216":83,"394":52,"395":[66,67,68],"3974":66,"3988":64,"3989":102,"3992":[64,93,94],"3996":64,"3a":177,"3aissu":19,"3b":[99,101,159,192],"3d":[138,151,152,153,162],"3f":[78,90,95,189],"3m":[45,48,69],"3mb":[45,48,69,70],"3rdparti":[173,174,177,178,182,183,185],"3s":65,"3x":46,"3x3":[55,153,162],"3x3x3":153,"4":[0,2,5,13,15,16,34,35,43,44,45,48,53,55,59,63,64,65,66,69,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,103,107,108,112,113,117,118,122,123,125,132,136,137,138,147,150,151,152,153,154,155,156,158,159,160,161,162,164,166,167,168,174,177,178,182,183,185,188,189,190,191,195,197,200,201,202],"40":[65,69,79,90,91,92,93,94,100,101,152,161,190,191,197,198],"400":[98,102],"4000":[108,191],"4009":155,"40189952":65,"4028234663852886e":195,"40282e":[92,94],"403":[93,94],"405504":90,"406":[45,47,48,64,70,99,109,191,201],"407520":82,"407558":2,"407600":2,"408":158,"4090":100,"4093":100,"4096":[83,84,95,104,105,110,182,183,185,189,199],"409874":2,"409905":2,"40b1cf1fd37b0ef111b3cc0247302508":92,"41":[45,53,65,79,90,152,162,191,197],"414":102,"419":66,"41934848":65,"42":[48,52,65,69,79,90,101,111,191,197,201],"42065920":65,"421":101,"427":74,"4286":100,"42m":109,"43":[2,45,48,65,79,90,91,92,101,152,191,197,201],"43004820081924":0,"4309":114,"43092003":114,"434":[93,94],"4375":2,"44":[2,48,52,65,69,79,90,92,100,191,197,201],"440":195,"441":195,"442":195,"442368":90,"443":195,"444":195,"4443792":110,"4444907":114,"4445":114,"445":[114,195],"446":[87,100,195,197],"447":[43,102,195],"448":[87,90,91,92,93,94,99,117,195],"449":[101,195],"45":[43,65,69,74,79,90,99,100,101,102,111,178,190,191,197],"450":[101,158,195],"451584":183,"452":0,"455":116,"456":[45,47,48,64,70,109,191,201],"457":186,"459":191,"4591":114,"4591298":114,"46":[19,48,65,72,79,90,99,101,190,191,197],"4608":90,"4636":100,"465":[66,99],"469":102,"47":[48,65,69,70,79,90,92,93,94,99,191,197,201,202],"4706":66,"471":[43,191],"4724":107,"4770hq":84,"4781573":190,"4786e":199,"479":201,"479232":90,"48":[0,45,65,74,79,90,101,107,117,191,195,197,201,202],"480":[0,99,100,180],"481":102,"482":91,"485":[45,47,48,64,70,109,191,201],"48578560":65,"487":[102,191],"4899":100,"49":[65,66,69,79,90,91,92,94,104,137,191,197],"4909":100,"491":201,"4912":100,"4914953010385672":199,"49152":67,"4916":95,"494":87,"4992":92,"4af5640cbcabd364154463f55de7967a":91,"4b":91,"4d":[138,182,183,185,188],"4d0b62f3d01426887599d4f7ede23ee5":[42,44,47,66,67,68,70],"4g":63,"4gb":[63,91],"4kb":[84,199],"4m":[48,69],"4mb":[45,48,69],"4th":35,"4x2":83,"4x4":[83,153,162],"4x4x4":[83,153],"4x4x8":137,"5":[0,1,2,7,11,34,35,36,43,47,49,59,62,63,64,65,66,69,71,72,78,79,84,90,91,92,93,94,98,99,100,101,102,103,104,105,106,107,108,109,110,112,113,114,117,120,125,132,136,137,141,143,147,151,152,153,154,156,157,161,162,164,166,168,169,170,177,178,183,189,190,191,195,197,200,201],"50":[44,64,65,72,74,79,84,90,91,92,93,94,99,100,101,102,106,111,125,137,152,154,191,197,201,202],"500":[90,91,92,93,94,95,114,137,189],"5000":[64,107,111,152,162],"5001":[64,107],"5002":[64,107],"5003":[64,107],"5004":64,"5007":100,"50176":[117,183,195],"501760":195,"50192":195,"50208":195,"50224":195,"5024":178,"50240":195,"50256":195,"50272":195,"50323456":65,"50400":117,"50624":117,"508":[102,191,198],"50848":117,"509":[109,113],"50x":154,"51":[65,69,74,79,90,99,191,197,201],"5100":64,"5105896":114,"5106":114,"51072":117,"512":[29,55,65,79,82,83,90,91,92,93,94,95,98,102,106,108,117,123,128,189,190,191,195,197,199],"51263182d16c92649a48144ba56c0945f9fce60":108,"51296":117,"512x512":190,"513":87,"514":[191,201],"514535":2,"514567":2,"51520":117,"516":191,"516096":90,"516582":2,"516628":2,"51744":117,"519":191,"52":[2,65,66,69,79,90,99,100,101,190,191,197,201],"522":[93,94,102],"524288":128,"529":201,"52ea56a3ba2b8548ac83748ee8a69093":91,"53":[0,65,69,79,90,91,100,191,197,201],"530":66,"532":52,"533":43,"534":[100,201],"5340":172,"537":49,"538":191,"54":[45,48,65,78,79,90,117,191,197,202],"540":198,"541":100,"541856":2,"541893":2,"542":52,"543452":2,"544":[99,101],"545":[93,94,101],"548":87,"55":[2,65,69,79,90,91,92,93,94,98,107,117,191,197,201],"550":74,"552960":90,"558":191,"559":201,"5599":114,"5599416":114,"56":[1,2,65,69,78,79,90,91,92,93,94,100,117,190,191,195,197,201,202],"560":[43,178],"561168":114,"5612":114,"56157710001617":191,"562":113,"563":99,"564":[87,99],"565":87,"569":87,"56967168":65,"56da86c7b2bc22e4d100fe5b39dce716":91,"57":[2,65,66,67,68,69,79,90,91,92,93,94,99,191,197,198,201],"570":87,"5708":64,"5714":94,"57344":83,"575":87,"576":[90,91,99,102],"577":43,"58":[2,65,66,67,68,79,90,191,197,201],"581":191,"5819435119628906":190,"582":[93,94,101],"583":87,"5837879180908203":190,"58394":49,"586":85,"587":[87,92,191],"58712064":65,"589824":[90,183],"59":[48,65,69,79,90,99,100,180,191,197,201],"596":97,"596b27d23537e5a1b5751d2b0481ef172f58b539":[42,44,47,66,67,68,70],"597":[93,94],"598":102,"5981":152,"5_0":66,"5_224":66,"5bci":19,"5d":19,"5eb24e3b019f84200645bd001e9caae9":154,"5f":49,"5gb":177,"5k":111,"5m":45,"5mb":[45,48,69],"5x":72,"5x5":[55,190],"6":[0,1,2,7,19,29,35,43,48,62,65,69,70,72,78,79,87,90,91,92,93,94,95,98,99,100,101,102,103,104,107,109,113,117,122,137,138,151,152,156,161,162,166,168,177,183,190,191,195,197,200,201],"60":[64,65,66,79,84,90,100,101,102,117,191,197,201],"600":[63,64,87,100],"600k":[15,57],"601":100,"602":99,"603":85,"604":116,"6047910407771633":191,"605":[93,94],"6065995ec7d6d6ae2eae7d4e874e8441":91,"607":191,"6071821":114,"6072":114,"608":[87,99,100,101],"608x608":43,"61":[2,65,69,79,90,109,191,197,201],"610550":[191,201],"610553":[191,201],"611":101,"614":201,"61440":83,"61481":49,"62":[2,65,79,90,92,101,191,197],"621":[93,94],"621103":191,"621104":191,"622211":190,"624":191,"625":[177,195],"627":92,"6272":90,"627281665802002":190,"63":[65,79,90,93,94,102,125,191,197,201],"632":[97,191],"635":99,"636":87,"64":[0,1,2,16,37,59,63,65,69,72,78,79,82,84,90,91,92,93,94,101,111,117,122,125,128,134,136,137,144,153,154,161,185,188,190,191,195,197,199,201],"640":[90,101],"642":201,"6422528":83,"644":87,"6442":114,"64420664":114,"645":201,"648":[102,201],"64b7ce5264a64cb340d78b444b0325e6":92,"64bit":[36,53,91],"64kb":173,"64x32":83,"64x64":111,"65":[45,48,65,79,90,99,101,197,201],"650":[93,94],"651":126,"652":[93,94],"6522846221923828":190,"65348685":114,"6535":114,"65355776":65,"655":87,"65535":123,"65536":[128,182,183,195],"6598048210144043":190,"66":[45,65,69,79,90,99,100,161,190,191,197,201],"660":87,"66074b860f905295aab5a842be57f37d":0,"662":[93,94],"6633":64,"6635":70,"6635520":65,"664":[93,94],"6666":145,"668":126,"67":[45,65,66,72,79,90,99,102,190,191,197,201],"670":101,"6706542774642553":191,"67100672":65,"672":[46,99,101,102,117],"672x672":46,"673":201,"6739945":190,"675":[87,191],"68":[45,65,79,90,101,191,197,201],"681":87,"682":105,"6844":136,"6847":114,"6847217":114,"686":[91,93,94],"689":[43,93,94],"69":[45,48,65,79,90,92,100,102,191,197,201],"69296128":65,"693":94,"6949":70,"6964664":190,"698":87,"6c4f6234946e16bcf9e48bdf289f9200":92,"6d012ba18a086c11ee2b85c7324e16f2":[92,94],"6d2a3ff0fc84a990f7c7fc00e597955f":91,"6d628209072e3e3dd8f49359935acea6":[93,94],"6m":[69,70],"6n":177,"6x":99,"7":[0,20,29,36,45,48,55,56,62,63,65,66,69,78,79,83,90,91,92,93,94,98,99,100,101,102,103,113,114,117,132,137,138,152,153,155,156,161,162,178,183,190,191,195,197,199,200,201,202],"70":[45,65,69,79,90,93,94,101,191,197,201],"700":123,"7000":177,"701":191,"702":100,"704":[90,91,100,101,105],"708":[101,191],"709154":190,"71":[65,79,90,93,94,101,190,191,197,201],"710":186,"72":[29,65,69,79,90,117,183,191,197],"720":152,"7216":46,"724":99,"725":74,"7262876033782959":190,"727":201,"73":[65,69,79,92,93,94,100,101,117,190,191,197,201],"7321":162,"733":187,"7340":114,"7340033":114,"736":[99,100,101,191],"73728":90,"73744384":65,"738":87,"739":[91,191],"74":[65,79,101,102,117,191,197,201],"741":105,"745":100,"747":[91,101],"749":100,"75":[65,72,79,101,102,153,162,191,195,197,201],"750":195,"751":101,"752":116,"7542":114,"7542034":114,"75489280":65,"756":201,"7577":64,"759":91,"76":[65,69,79,99,100,191,197,201],"761":191,"766":[111,201],"767":74,"768":[72,90,91,100,102,183],"7680":91,"769":202,"76afb7bf408a1ffa0b8b7bc09d077dc3":94,"77":[2,65,68,79,99,191,192,197],"7713876":114,"7714":114,"774":[93,94],"776":191,"777":91,"778":77,"78":[65,79,91,92,100,102,177,191,197],"7828":66,"784":[91,102,183],"79":[48,65,69,79,102,191,197],"7915530204772949":190,"7940":64,"799":191,"7c2a4f1f432f81c44985590780dfb52d":92,"7d79c516e212fe1d73f5dbb90eaca2cf":[91,92,93,94],"7f3fee61bc3c2604395f5d343b840b7c":92,"7m":[45,48,69],"7mb":69,"7n":177,"7u":79,"8":[0,2,7,36,43,45,48,59,61,63,64,65,66,67,68,69,70,71,72,76,79,82,83,87,90,91,92,93,94,95,99,100,101,102,103,106,107,109,111,113,114,117,118,123,127,132,137,138,146,150,152,153,156,161,162,169,173,174,177,178,182,183,185,189,190,191,195,197,200,201],"80":[25,65,66,69,79,93,94,99,100,161,191,195,197,201],"800":[91,93,94,99,100,101,191,201],"8000":102,"8003878593444824":190,"802":105,"802816":[83,117],"803":100,"806":[89,92,198],"81":[65,69,79,99,100,191,197],"8144":111,"815":89,"81556547":114,"8156":114,"816":[111,113],"817":116,"8192":[65,83,189],"819363":114,"8194":114,"82":[65,79,191,197,202],"820":66,"82124800":65,"8223867416381836":190,"83":[25,43,65,66,72,79,99,100,101,191,197,201],"832":[87,90],"8380416":65,"838299999999999e":199,"8385":114,"8385232":114,"83877888":65,"84":[65,70,79,91,93,94,100,191,197],"843":105,"8444":114,"84443563":114,"845":91,"849056":178,"85":[65,69,70,72,79,87,99,101,189,190,191,197,201,202],"851":201,"8517829":114,"8518":114,"86":[65,69,79,92,93,94,101,191,197],"8602607":114,"8603":114,"861":87,"862":[93,94,100],"8630":114,"8630226":114,"864":[99,100,101],"86519e":199,"8660":162,"868":[93,94],"87":[65,79,91,99,100,105,191,197],"878":113,"88":[45,48,65,69,79,92,93,94,101,191,197,201],"884":91,"8888":131,"88a2e34d300a6ccfcf0228f0b90f13ec":93,"89":[65,79,100,191,197,201,202],"896":[90,91,117],"899":101,"899m":44,"8c53ca2904398da2889aa7508082d7bb":[91,92,93,94],"8k":111,"8m":[48,69],"8mb":[48,69,70],"8u":79,"8x8":82,"9":[2,29,45,65,70,79,90,91,92,93,94,98,99,100,101,102,103,113,117,123,125,132,152,156,158,161,162,177,183,190,191,195,197,201],"90":[65,69,70,92,100,101,111,117,191],"900":92,"903":100,"904617":190,"90521600":65,"9068":71,"907":85,"9090":[36,55,68,192,202],"9091":[36,67,157,177,178,182,183,185,188],"91":[65,100,102,117,190,191],"9190":[36,53,64,65,66,91,93,99,100,101,137],"9191":36,"9199":157,"92":[65,66,93,94,100,117,191,201],"92266496":65,"924":105,"9242":111,"9266":43,"928":[99,101],"929":100,"93":[65,69,79,191,201],"93672b029103648953c4e5ad3ac3aadf346a4cdc":46,"938":92,"94":[65,69,100,101,191,201],"9408":[117,183],"942":105,"943":100,"947":[93,94],"9471":111,"9483":111,"95":[65,72,102,191],"953":201,"954":[93,94],"9562":111,"96":[65,100,101,102,106,177,191,195],"960":[90,100,101,191,201],"9600":111,"96128":178,"9614":111,"968":52,"96x96":111,"96x96x3":106,"97":[48,65,69,79,91,99,101,102,105,191,201],"972":[191,201],"9745":111,"975":[43,52],"976":191,"979":92,"98":[65,69,90,92,100,101,105,111,183,190,191],"980":[191,201],"9831":95,"986":[93,94],"988":87,"98910208":65,"98cde4888c94ec7beaa9972f806856d0":93,"99":[65,79,92,101,122,131,164,177,178,182,183,185,188,191,202],"992":[92,100,101],"994":[43,105],"995":87,"996":[70,74],"9984":43,"999":[92,201],"99m":45,"9m":45,"9mb":[45,48,69,109],"9th":183,"\u03c3i":152,"abstract":[9,15,18,21,25,40,53,56,76,84,119,138,143,144,148,152,155,170,195,199,200],"boolean":[12,16,69,136,137,143,147,152,153,155,156,157,160,161,162,167],"break":[1,6,9,19,34,69,84,111,128,155,183,185],"byte":[2,11,16,18,62,84,106,107,108,111,136,137,141,143,145,152,157,158,159,161,162,173],"case":[1,3,4,6,7,9,10,11,13,14,15,18,19,20,21,22,23,24,27,28,29,32,33,34,35,40,53,55,56,57,70,71,72,76,90,95,98,104,111,112,120,122,123,128,132,137,143,144,147,150,151,152,153,154,155,157,158,160,161,162,166,167,169,170,174,177,189,190,191,199,201,203],"catch":[79,111,147],"char":[8,15,35,90,106,107,111,122,123],"class":[0,3,4,6,7,8,9,10,12,13,14,15,19,20,24,25,33,34,35,36,37,42,43,44,45,47,48,50,60,61,62,64,65,66,67,68,69,70,76,78,83,84,90,109,111,114,119,120,123,124,125,128,129,136,137,138,140,141,143,144,145,146,147,148,149,150,152,153,154,155,156,157,158,159,160,161,162,167,169,170,178,182,183,185,188,189,191,195,199,200,201,203],"const":[1,3,7,8,12,14,15,18,20,30,33,34,35,37,61,76,78,82,83,106,107,111,123,129,151,152,153,158,160,161,162,169],"default":[1,2,3,7,12,14,16,17,19,25,26,29,30,32,33,34,37,42,43,44,46,48,49,50,55,56,61,62,63,64,65,66,67,68,69,70,71,72,76,78,84,91,92,93,94,95,99,100,101,102,104,105,106,108,109,110,111,114,117,118,119,123,125,132,136,137,138,139,140,141,143,144,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,169,170,174,177,178,183,185,190,191,192,197,201,202],"do":[1,2,5,6,7,8,9,12,13,14,15,19,20,21,22,23,24,25,26,28,29,30,32,33,34,35,36,37,43,45,53,56,59,60,62,63,66,67,68,72,76,78,79,80,83,84,90,91,92,93,94,95,98,99,100,101,102,104,106,107,108,109,110,111,114,117,122,123,124,132,133,136,137,138,140,143,144,148,150,152,155,157,158,159,160,161,162,164,166,167,169,170,174,177,183,185,189,190,191,192,195,197,199,200,201,202],"enum":[2,3,5,48,64,67,68,69,70,158,166],"export":[2,6,28,29,33,35,36,50,53,55,56,58,62,63,64,66,67,68,91,99,101,104,105,106,107,110,112,114,118,132,134,138,141,145,150,157,158,177,192,199],"final":[1,6,7,8,9,10,12,15,20,21,26,28,29,33,34,35,37,49,53,56,62,71,79,82,83,98,99,100,101,102,106,107,108,111,123,127,128,137,148,152,153,154,158,159,160,162,167,169,174,177,182,183,185,188,196],"float":[6,15,35,53,60,62,63,69,70,83,84,90,108,111,114,120,122,123,128,136,137,138,144,145,150,151,152,153,154,155,156,157,158,159,160,161,162,170,195,199,203],"function":[1,2,3,4,5,6,7,8,9,10,11,15,18,19,20,21,24,25,32,33,34,35,37,43,45,49,53,55,56,60,62,67,68,69,70,71,72,76,78,79,90,91,92,93,94,95,99,100,101,102,105,106,107,108,111,117,119,121,125,126,128,132,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,168,174,177,178,183,185,189,190,192,195,196,197,200,201,203],"import":[1,2,5,6,7,8,9,10,13,15,18,21,22,23,24,25,29,30,33,34,35,36,37,42,44,46,47,50,51,53,55,56,58,60,61,62,63,64,65,66,67,68,70,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,107,109,111,114,117,118,119,120,122,123,124,125,127,128,129,132,137,138,141,147,150,152,154,157,158,159,160,164,166,169,170,178,182,183,185,188,189,190,191,192,195,196,197,199,200,201],"int":[6,7,11,12,15,20,24,25,33,35,37,64,65,66,72,90,91,92,93,94,95,99,100,101,102,106,107,111,114,118,120,122,123,128,136,137,138,141,143,144,145,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,170,173,174,178,182,183,185,188,195,199,203],"long":[15,20,21,23,26,62,90,91,92,93,94,95,98,99,100,101,102,111,119,122,123,132,152,154,158,159,162,167,170,191,201],"new":[1,3,6,9,10,12,13,15,17,18,20,21,22,23,24,25,28,29,32,33,34,35,37,39,53,56,57,59,61,63,66,67,68,75,76,79,84,91,92,93,94,99,100,101,106,107,119,122,123,128,134,136,137,139,141,143,149,150,152,153,154,155,157,158,159,160,161,162,163,165,166,167,169,170,177,190,193,196,199,200,201,203],"null":[2,14,152,158,162,166],"public":[7,12,15,17,20,21,23,24,27,29,33,34,35,37,45,130],"return":[1,3,6,7,8,9,12,13,14,15,18,20,24,25,28,32,33,34,35,37,45,49,60,61,62,66,67,68,69,70,71,72,76,78,79,83,90,91,92,93,94,95,98,99,100,101,102,107,109,110,114,118,119,120,122,125,128,129,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,174,178,189,190,192,197,199,202,203],"short":[20,25,70,90,108,117,118,120,122,123,152,154,162,191],"static":[3,4,6,9,12,15,18,33,34,35,46,57,66,70,104,106,107,109,111,112,132,136,137,138,143,144,150,152,155,159,160,161,167,170,177,203],"super":[45,46,69,114,119,169,203],"switch":[0,4,18,24,53,79,131,137,141,143,155,161,167,177],"throw":[12,46,79,136,155,159,161,166],"true":[4,7,9,14,16,21,32,33,34,35,37,39,42,43,44,45,46,47,48,49,50,53,56,62,64,65,66,67,68,69,70,72,76,79,83,84,90,91,92,93,94,95,99,100,101,102,104,105,106,108,109,110,111,114,118,120,123,124,125,127,128,129,136,137,138,141,143,145,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,167,169,170,178,182,183,185,188,189,191,192,195,197,199,200,202,203],"try":[5,8,13,18,20,21,22,25,33,37,40,45,48,49,50,53,64,65,71,72,79,84,91,92,93,94,95,98,100,104,106,108,110,111,125,133,136,137,138,148,155,161,172,177,191,194,195,196,197,199,200,201],"tvm\u015b":203,"var":[6,7,12,13,33,34,55,58,76,78,105,114,117,118,119,120,122,123,124,125,128,129,137,138,139,143,147,148,149,152,153,154,155,160,161,162,164,167,169,195,199],"void":[3,8,9,12,15,20,25,30,34,35,37,53,90,106,110,111,122,123,158,161,174],"while":[1,2,3,6,9,12,13,14,19,20,21,22,24,28,29,32,33,35,53,62,64,83,95,106,107,111,117,119,120,122,124,128,130,132,143,151,152,153,157,158,160,161,162,166,167,170,174,182,188,190,191,196,197,199,203],A:[1,2,3,6,7,9,11,12,13,15,16,18,19,20,21,22,23,24,28,32,33,34,35,36,37,42,44,45,46,47,48,50,53,55,58,59,62,64,69,70,72,78,79,82,83,84,90,91,92,93,94,98,102,106,111,114,119,120,122,123,125,127,128,132,136,137,138,139,143,144,145,147,148,149,150,151,152,153,154,155,157,158,159,160,161,162,166,167,169,170,171,173,174,182,185,188,189,191,192,195,196,199,200,201,202],AND:[152,162],AS:[83,134],And:[18,33,34,67,68,72,79,91,111,150,153,155,161,168,200,202],As:[1,6,7,8,9,12,13,15,16,21,22,24,25,28,32,35,36,64,78,79,82,91,92,93,94,98,100,107,111,128,166,167,169,174,182,183,185,188,191,195,199,201,203],At:[6,9,11,12,13,33,34,37,53,64,66,72,83,106,150,152,155,161,164,170,177,196],Be:[24,27,202],Being:[13,23,117],But:[1,8,14,36,111,117,195],By:[34,36,46,55,63,64,65,78,84,91,92,93,94,98,104,106,110,111,117,127,128,136,137,139,148,150,152,155,158,159,160,161,162,167,182,188,190,191,192,199,201,203],For:[0,1,3,4,6,7,8,9,11,12,13,14,15,16,18,20,21,22,27,28,29,32,33,34,35,37,39,40,44,45,47,48,49,53,55,56,59,61,62,63,64,66,69,70,71,72,76,78,91,92,93,94,95,99,100,101,102,105,106,107,108,110,112,117,119,120,122,124,125,127,128,129,132,133,134,136,137,143,144,147,148,150,152,153,154,155,158,160,161,162,164,166,167,169,170,173,174,177,188,189,190,191,192,195,196,197,199,201,202,203],IS:136,ISE:177,If:[1,2,3,5,7,8,9,12,13,14,16,19,20,21,22,23,24,25,28,29,32,33,34,35,36,37,39,40,45,46,55,57,59,62,64,65,66,67,68,72,76,79,83,84,87,91,92,93,94,95,98,99,100,101,104,105,106,107,108,110,111,117,122,123,127,128,132,133,134,136,137,138,141,143,144,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,170,174,177,188,190,191,192,196,199,200,201,202,203],In:[1,2,3,5,6,7,8,9,10,12,13,14,15,18,19,20,21,22,24,25,29,30,32,33,34,35,36,37,53,55,56,57,59,61,62,63,66,67,68,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,118,120,122,123,124,125,128,129,132,134,136,137,138,141,143,150,151,152,153,154,155,157,158,160,161,162,164,166,167,169,170,174,177,178,182,183,185,188,189,190,191,192,195,197,199,201,202,203],Is:162,It:[1,2,3,4,5,6,7,8,9,10,12,13,14,15,17,18,19,21,23,24,26,28,29,32,33,34,35,37,49,53,55,56,57,58,59,60,61,62,63,64,65,67,68,70,72,78,84,90,91,92,93,94,98,99,100,101,104,106,107,109,110,111,114,117,118,119,124,128,129,132,136,137,139,141,143,144,145,151,152,153,154,155,156,157,158,159,160,161,162,164,168,169,170,174,177,178,182,189,190,192,193,194,196,199,200,203],Its:[127,137,160,170],NO:164,NOT:[131,152,160,164],Near:6,No:[1,7,79,111,146,161,164,182,188,190],Not:[3,46,105,120,150,159,161,162],ON:[2,30,35,53,55,56,62,63,66,67,87,118,132,134,177,192],OR:[152,162,169],Of:[6,107,156],On:[7,13,35,37,39,53,63,83,106,111,132,141,161,169,177,182,183,199],One:[1,6,7,12,13,15,24,32,34,37,40,53,55,78,79,82,99,100,101,102,123,125,137,138,149,150,153,161,167,182,188],Or:[7,78,111,136,161,169],Such:[9,13,143,169,170],That:[3,22,35,62,78,79,148,161,167,170,174],The:[1,2,3,4,5,6,7,8,10,11,13,14,15,16,17,19,20,21,22,23,25,26,27,28,29,30,32,33,35,37,39,40,42,43,45,46,48,50,53,54,55,56,57,59,60,61,62,63,64,66,69,70,71,72,76,78,79,82,83,84,87,88,90,91,92,93,94,95,98,99,100,101,102,105,106,107,108,110,111,112,114,117,118,119,120,122,123,124,127,128,129,132,134,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,176,177,178,182,183,185,188,189,190,191,192,194,196,197,199,200,202,203],Then:[6,7,8,9,12,19,24,26,33,34,35,36,63,64,66,72,76,78,79,83,84,91,98,99,100,101,105,106,108,109,111,112,127,131,132,137,138,143,153,161,165,172,177,182,188,190,192,197,199,200],There:[1,3,6,7,8,9,10,12,13,14,18,19,21,22,29,32,33,34,40,55,60,62,76,78,83,84,91,92,93,94,98,105,111,123,125,132,137,139,143,152,155,160,161,162,169,174,190,196,199,202],These:[1,3,6,7,9,11,12,16,21,24,32,33,34,37,51,53,55,59,61,62,73,75,80,81,82,88,90,96,103,107,108,111,122,124,129,131,134,136,137,138,141,143,162,166,167,169,170,177,182,185,188,190,192,194],To:[1,4,6,9,10,12,14,15,16,19,21,24,28,29,30,32,33,34,37,40,42,45,46,47,50,53,56,57,62,63,64,65,66,67,68,69,71,72,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,119,123,124,130,132,136,137,140,143,148,152,153,155,157,158,161,164,167,170,174,177,178,182,188,189,190,191,192,195,196,197,199,201,202,203],Will:[155,161],With:[7,12,34,35,62,66,67,68,80,84,86,125,136,152,162,189,190,192,199,201],_:[8,33,35,43,45,72,82,84,99,101,107,110,118,124,150,152,153,160,161,162,166,167,178,183,190,199],__activemask:123,__attribute__:107,__call__:[12,25,37],__cplusplu:110,__cuda_arch__:123,__cudacc_ver_major__:[90,122,123],__cudacc_ver_minor__:[90,122,123],__darknetffi__:[43,178],__doc__:162,__enter__:12,__exit__:12,__expf:122,__file__:[72,203],__future__:[120,122,123,124,125,128,129,178,182,183,185,188],__getstate__:136,__global:[53,122],__global__:[5,90,122,123],__init__:[12,36,45,69,78,79,114,119,143,144,155,161,169,203],__init_handle_by_constructor__:144,__kernel:[53,122],__launch_bounds__:[90,122,123],__len__:137,__main__:[10,90,91,92,93,94,95,98,99,100,101,102,107,112,189,190],__name__:[10,90,91,92,93,94,95,98,99,100,101,102,107,189,190],__read_onli:53,__restrict__:[90,122,123],__shared__:90,__shfl:123,__shfl_down:123,__shfl_down_sync:123,__shfl_sync:123,__shfl_up:123,__shfl_up_sync:123,__syncthread:90,__version__:[44,114],__write_onli:53,_alter_conv2d_layout:137,_api_intern:25,_asdict:162,_attr:162,_bia:114,_bodi:128,_c:150,_cc:[8,158],_compil:45,_compute_scanop:33,_config:0,_contrib_conv2d_nchwc0:2,_contrib_conv2d_nchwc1:2,_contrib_conv2d_nchwc2:2,_contrib_conv2d_nchwc3:2,_convert_map:150,_count_nod:79,_csynth:177,_ctype:25,_deleg:119,_diff:79,_document:24,_errortest:25,_expr:37,_ffi:[12,25,37,159,161],_ffi_api:[95,144],_i:153,_import_tre:8,_import_tree_child_indic:8,_import_tree_log:8,_import_tree_row_ptr:8,_input:162,_len:107,_lib:8,_linux:[104,105,108,110,112],_loadfromfil:8,_lookup_task:137,_make:33,_mean:153,_mxnet_:134,_name:79,_name_to_graph:119,_op:[14,33],_op_cnt_before_stack:79,_op_diff:79,_op_not_impl:25,_out_typ:162,_packimportstoc:8,_packimportstollvm:8,_pyrunn:144,_query_insid:137,_random_interpol:45,_reduce_reset:128,_reduce_upd:128,_reg:33,_register_codegen:203,_register_customized_task:137,_register_pattern:203,_register_task_comput:137,_register_task_schedul:137,_register_tir_pass:203,_replac:162,_save_param:11,_saved_model_inputs_spec:72,_search_dense_op_weight:72,_share:64,_silence_:104,_softmax_:195,_tensor:160,_tensor_grad:33,_tensorized_:200,_tinfo:162,_transform:[12,33,34],_tvm_handl:60,_tvm_metadata:144,_tvm_tcode:60,_unknown_:104,_util:[48,64,67,68,69,70,109],_var:153,_win32:[90,122,123],_xlacompil:4,_xlascop:4,_xlaseparatecompiledgradi:4,a0:129,a0_1:129,a0_2:129,a1:[129,159,192],a1_1:129,a1_2:129,a2:[159,192],a3:[159,192],a3df19e5b88592ef5a9ce584a1ca3010:92,a53:99,a56087ffa2703b4d5632f024a8a4c899815c31bb:112,a5x:53,a_1:[83,84,123,125,128,161,182,188,189,195,199],a_2:[123,125,195,199],a_buf:[182,188],a_buf_1:[182,188],a_buf_2:188,a_dtyp:161,a_frag:83,a_index:161,a_layout:161,a_loc:161,a_max:[152,162],a_min:[152,162],a_nd:[182,188,195],a_np:[82,83,98,124,189,190,195],a_orig:[182,188],a_pack:[182,188],a_pad:161,a_padded_k:91,a_padded_m:91,a_r:195,a_red_1:195,a_reindex:161,a_tupl:162,a_tvm:[98,189],aa:[82,98,128],aaaabbbb:53,aarch64:[36,53,55,61,63,65,66,91,93,99,101,192],ab:[4,12,62,107,128,143,152,153,160,161,162],abbrevi:111,abcdefgh:53,abi:[132,159],abil:[6,18,35,196,199],abl:[3,12,13,15,18,23,24,34,35,40,53,55,59,63,78,83,91,92,93,94,107,111,117,137,152,169,170,174,177,196,199,200],about:[2,3,6,7,12,13,15,17,18,19,24,25,27,28,31,33,34,35,37,39,59,63,64,70,72,78,83,87,99,100,101,102,106,111,112,127,136,137,143,159,160,161,162,164,166,167,170,172,177,181,188,192,201,202],abov:[1,3,6,7,9,10,12,13,14,15,18,24,25,26,33,34,35,36,37,39,40,49,53,55,59,63,64,65,68,76,78,84,87,98,100,105,106,111,114,117,119,122,124,128,132,137,138,141,150,152,153,155,161,162,164,166,167,169,170,174,177,182,188,191,192,199,200,201,203],abs_path:72,absenc:9,absolut:[9,132,137,152,154,160,161,162,203],absolute_import:[120,122,123,124,125,128,129,178,182,183,185,188],abspath:72,abstractmethod:10,ac:177,academ:[24,177],acap:63,acc:[53,114,161,166],acc_buff:182,acc_dtyp:[64,182,183,185,188],acc_frag:83,acc_load_nbyt:[178,182,183,185],acc_scop:[182,183,185,188],acc_width:182,accelar:61,acceler:[0,6,9,40,53,55,56,58,61,63,64,65,72,76,84,91,99,100,101,107,111,128,130,134,171,173,174,177,178,182,183,185,188,193,196,198,199],accelerator_config:107,accept:[3,4,17,21,22,32,35,110,129,136,137,138,151,152,153,160,161,162,167,170,174,177,200,203],access:[2,3,6,9,10,12,13,15,19,20,22,23,24,32,36,53,84,107,109,112,114,128,130,141,143,147,150,152,153,158,160,161,162,163,164,166,167,174,177,183,199,201],access_mask:161,access_ptr:[83,128,161],accid:20,accommod:[9,18,170,182],accompani:23,accomplish:[7,9,18,24,107,167,170,191,199,201],accord:[5,6,8,28,36,66,71,72,90,91,92,93,94,95,125,136,137,138,143,152,155,160,161,162,170,182,189,190,191,192,201],accordingli:[4,28,29,35,91,99,101,110,161,182,188,202],account:[19,62,141,145,161,177,191,199],accumul:[33,53,62,64,83,128,147,152,161,162,166,173,174,182,188,195],accumult:64,accur:[5,70,71,87,90,92,108,111,137,141,173,191],accuraci:[0,9,53,62,154,191,201],acheiv:53,achiev:[7,8,9,14,28,34,35,53,55,70,71,72,82,84,90,91,92,93,94,102,106,117,122,174,177,182,185,199],achitectur:201,ackermann:167,acknowledg:[21,22],acl:59,acl_runtim:55,aco:[152,160,161,162],acosh:[152,160,161,162],acquir:[53,177],acronym:28,across:[6,9,12,14,21,24,32,33,64,128,141,143,150,153,156,160,161,162,174,183,190,191,199],act:[12,21,22,143,152,167,174,199],action:[3,6,10,19,20,21,37,39,112,132,160,161],activ:[3,4,5,6,17,21,22,23,53,63,100,111,114,117,118,132,137,141,143,153,158,161,162,174,182,183,185,188,194,202],activation_bit:[153,162],actual:[1,5,7,13,19,21,23,29,33,49,67,68,72,78,84,98,102,112,136,137,138,141,152,157,158,160,161,162,170,177,182,188,190,199],actur:36,acycl:[7,13],ad24d4d2f83975ff580a4833fbf3ef94:93,ad:[3,7,9,14,15,20,28,29,31,36,59,61,63,75,78,84,99,100,101,108,134,138,143,144,145,152,153,155,161,162,167,170,174,177,182,183,185,190,195,197,203],adam:111,adapt:[1,7,76,136,153,154,155,156,174,177],adaptive_avg_pool1d:153,adaptive_avg_pool2d:[62,153],adaptive_avg_pool3d:153,adaptive_max_pool1d:153,adaptive_max_pool2d:[62,153],adaptive_max_pool3d:153,adaptive_pool1d:162,adaptive_pool3d:162,adaptive_pool:162,adaptive_pool_avg:[91,92,93,94],adaptive_pool_sum:[91,92,93,94],adaptive_train:136,adb:[53,64,65,66],add:[3,4,5,6,7,9,10,12,13,14,19,20,21,24,25,26,27,28,29,30,33,34,35,49,50,53,55,56,60,62,65,66,67,68,69,76,78,79,83,84,91,92,93,94,95,100,108,111,114,117,119,120,127,132,134,136,137,138,143,144,147,149,150,152,153,155,158,160,161,162,166,167,169,170,174,177,183,185,188,191,192,195,197,199,201,203],add_012:119,add_01:119,add_alter_layout:162,add_argu:[33,143],add_attr_opt:3,add_bia:153,add_c_includ:66,add_fil:138,add_flop:137,add_func:119,add_gvar:119,add_hardwar:203,add_implement:[14,33],add_ldlib:66,add_lower_pass:76,add_on:192,add_op:119,add_shap:4,add_task:137,add_type_rel:[33,143],add_unit_loop:161,addfunc:119,addhandl:[14,98,190],addit:[2,6,7,9,12,13,15,16,24,27,28,32,33,35,36,37,53,55,56,61,62,63,66,78,90,91,92,93,94,95,102,132,137,138,141,143,145,148,149,152,153,155,157,158,159,160,161,162,163,168,169,173,174,182,183,185,189,194,200,203],addition:[0,9,21,28,32,53,111,155,167,169,170],additon:[160,162],addn:4,addon:[6,158],addr:157,address:[3,17,19,21,28,36,60,66,67,68,84,91,99,101,107,111,125,128,129,131,136,137,143,145,157,158,161,166,174,177,182,183,185,188,192,193,199,202],address_of:161,addshapestographdef:49,addtion:161,adher:23,adj:114,adjac:114,adjoint:160,adjust:[21,91,92,93,94,108,111,125,136,137,143,158,161,199,202],adopt:[12,23,40,111,154,174,188,191,199,201],adreno:[59,66,73,74],adreno_opencl:53,adrenosdk:66,adt:[18,143,152,154,161,165],adthandl:143,adv_index:[152,162],advanc:[13,46,59,61,70,84,98,111,136,152,160,161,169,199],advantag:[12,13,15,53,111,160,161,177,189,190,191,192,199,201],adversari:154,advis:64,af:83,affect:[1,6,7,9,13,19,53,56,62,111,155,167,182,183,188,191,201],affects_output:155,affin:[143,151,153,160,161,162,174],affine_grid:[151,162],afford:111,aforement:[12,167,182],african:49,africana:49,after:[1,2,3,4,5,6,7,8,9,12,14,19,21,22,23,27,28,29,32,33,34,35,36,37,49,56,59,63,64,66,67,68,76,78,79,84,90,91,92,94,95,99,100,101,106,111,112,114,117,123,124,127,131,132,134,136,137,138,143,144,148,150,152,153,155,156,158,160,161,162,164,167,169,174,177,182,183,185,188,189,191,192,193,196,199,200,201,202],after_1:153,after_add_unit_loop:161,after_annot:161,after_bind:161,after_block:161,after_cache_read:161,after_cache_writ:161,after_compute_at:161,after_decompos:161,after_fus:161,after_inlin:161,after_n:153,after_parallel:161,after_partit:161,after_reindex:161,after_reindex_cache_read:161,after_reord:161,after_reverse_compute_at:161,after_rfactor:161,after_rolling_buff:161,after_set_axis_separ:161,after_set_dtyp:161,after_set_scop:161,after_split:161,after_storage_align:161,after_tensor:161,after_transform_block_layout:161,after_unannot:161,after_unrol:161,after_vector:161,afterward:[29,63],again:[7,15,18,26,33,35,63,65,78,132,134,136,157,161,166,177,199],against:[9,17,19,20,26,29,50,62,105,114,132,145,152,160,161,162,166,167,172,182,183,185,188,189,201],aggreg:[0,149,158],aggress:[18,150,177],agnost:[1,151,162,199],agreement:177,ah:63,ahead:[6,18,20,103,107,108,111,112,113,170,188],ai:[25,59,107,111,114,133,152,203],aid:[182,188,196,199],aie:63,aim:[9,117,119,138,182,188,196],aka:[106,111,161,164],al:[82,98,153,154],alan:104,alec:154,alex:48,alexnet:154,algebra:[123,143,152,161,165,167,169,174],algorithim:191,algorithm:[6,7,12,14,33,46,64,72,76,84,102,107,134,137,138,151,153,154,155,162,168,190,196,199],alia:[18,34,45,137,149,152,153,158,160,162],alias:143,align:[18,53,90,106,107,108,128,152,156,160,161,162,182,195],align_corn:[151,153,162],aliv:157,aliyunc:45,all:[1,2,3,4,5,6,8,9,10,11,12,13,14,15,16,17,19,20,21,22,23,24,26,27,28,29,30,32,33,34,35,36,37,39,40,43,46,53,56,57,59,61,62,63,64,65,67,68,76,78,79,82,83,84,90,91,92,93,94,95,99,100,101,105,106,107,108,111,112,114,117,120,123,128,130,132,134,136,137,138,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,174,176,177,182,183,185,189,190,192,195,196,199,200,201,202,203],all_class_non_max_suppress:156,all_const_arg:34,all_cost:[136,137,190],all_dtyp:147,all_iter_var:7,all_type_var:147,all_var:147,alleduc:161,allevi:[12,22,78],alloc:[3,6,7,9,15,16,18,34,35,37,53,83,84,90,91,92,93,94,95,107,111,112,117,118,123,124,129,136,143,155,161,177,182,183,185,188,189,195,199],alloc_buff:161,allocate_tensor:[71,108],allocateconst:161,allocdataspac:3,allocworkspac:3,allow:[0,1,3,6,8,9,10,12,13,14,15,16,19,20,21,23,24,28,30,32,33,34,35,36,37,53,55,62,72,78,84,95,107,110,111,122,123,136,141,143,145,150,152,153,155,157,159,160,161,162,164,165,166,167,169,170,172,174,182,183,185,188,190,194,196,199,200,201],allow_dupl:137,allow_miss:[120,161],allow_non:159,allow_overrid:159,allowzero:152,allreduc:161,almost:[1,111,155,192],alon:[53,134],along:[1,9,33,35,46,55,62,79,111,112,128,132,143,152,153,156,160,161,162,177,182,183,185,191,201],alongsid:[9,105],alpha:[66,111,136,153,154,162,169],alphabet:[143,161],alreadi:[7,12,13,14,22,26,28,29,34,35,37,62,66,72,76,79,91,99,101,111,132,134,136,137,152,155,160,167,182,196,199,202],also:[1,4,6,7,9,12,13,14,15,16,19,20,21,22,23,24,25,27,28,29,32,33,34,35,37,40,42,43,44,45,46,47,48,49,50,53,55,56,57,58,59,61,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,132,133,136,137,138,139,140,141,143,148,149,150,153,155,156,157,158,159,160,161,162,163,164,165,166,167,169,170,174,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],alter:[1,12,26,53,137,143,155,178],alter_layout:143,alter_op_layout:137,altern:[10,12,14,18,23,24,46,53,55,63,111,112,132,137,155,161,177,190,201],alteroplayout:[1,55,137,152,155,178],although:[21,28,34,35,37,66,72,91,92,93,94,119,124,127,129,155,164,182,188,201],altpattern:149,altrern:65,alu:[174,183,185],alu_count:[178,182,183,185],alwai:[7,10,11,12,13,20,21,22,24,26,28,34,53,62,84,99,100,101,136,137,155,157,158,161,162,166,167,178,190],am:5,amazon:58,amazonaw:[0,29,107,191,201],ambigu:[13,32,167],ambit:160,amd:[72,99,100,101],amdgpu:[37,196],amen:162,ami:58,among:[6,7,21,23,127,136,174],amongst:199,amort:141,amount:[7,9,21,25,62,158,177,191,201],ampl:59,amplifi:130,amx:56,an521:110,an:[1,2,3,4,5,6,8,9,11,12,13,15,16,17,18,19,20,21,22,23,24,26,27,28,29,31,32,34,35,36,37,38,40,42,43,44,45,46,47,48,49,50,53,55,57,58,61,62,63,64,66,67,68,69,70,71,72,75,76,82,84,87,90,91,95,98,99,100,101,104,105,106,107,108,109,110,112,114,118,119,120,122,123,124,125,127,128,131,132,134,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,158,159,160,161,162,164,165,167,170,171,172,173,174,176,177,182,183,185,188,189,190,192,193,195,197,199,202,203],anaconda:132,analog:[166,167,170,182],analys:[6,34,90,91,92,93,94,95,136,189],analysi:[6,12,13,18,40,72,76,79,114,117,118,136,142,143,144,155,162,165,167,169],analyt:154,analyz:[12,13,18,33,56,76,79,114,162,169,196],ancestor:[155,161],anchor:[144,156,161],anchor_block:161,andrei:53,andrew:[105,154],android28:[53,65],android:[15,53,57,59,64,65,70,73,74,91,99,101,136,137],android_abi:53,android_lib_path:66,android_ndk_hom:[53,64,65,66],android_platform:53,android_rpc:[36,54,66],android_rpc_test:66,android_seri:64,anf:13,ani:[1,3,4,6,7,9,12,14,15,16,19,20,22,23,28,29,32,33,34,35,36,37,39,45,53,55,56,62,63,65,70,71,72,78,79,83,90,91,92,93,94,105,106,107,110,111,112,120,122,127,136,137,138,140,141,143,145,147,148,149,150,152,153,155,158,159,160,161,162,164,166,167,169,170,183,188,189,191,196,199,200,201],anim:111,animesh:1,ann:137,ann_kei:161,ann_val:161,ann_valu:161,anneal:137,annot:[5,6,12,18,33,35,55,56,61,62,63,137,138,143,149,152,155,158,160,161,164,166,167,170,182,183,185,188,190],annotatedeviceregion:161,annotatedregionset:147,annotateent:137,annotateentryfunc:161,annotatespac:137,annotatespan:[143,150,155],annotatetarget:155,annotationvaluet:161,announc:27,anomali:108,anonym:199,anot:160,anoth:[3,4,6,7,11,13,15,19,25,26,29,33,35,37,78,83,84,100,106,108,109,111,128,137,138,143,146,149,152,155,157,160,161,166,167,169,170,182,183,188,190,199],anreno:53,ansor:[171,196],answer:[7,15,22,24,80,84,190,199],anticip:0,anymor:[13,167],anystr:161,anyth:[1,8,34,111,123,149,152],anytim:[22,36],anywai:[13,111],anywher:[7,130,170],ao:[70,109],aocx:188,aot:[9,103,106,107,108,109,111,112,113,145,152],aot_executor:[104,109,145],aotexecutor:104,aotexecutorfactorymodul:145,aotmodel:203,aotmodul:[104,109,145],ap_int:174,apach:[17,18,19,20,21,22,23,24,28,29,36,39,45,46,48,59,61,63,64,66,67,68,69,70,99,100,101,107,109,110,111,114,131,132,133,134,136,138,150,154,155,161,177,192,196],apad:[82,83],apad_shar:83,apad_shared_1:83,apad_shared_wmma_matrix_a:83,apad_shared_wmma_matrix_a_1:83,apart:[53,67,68,111],api:[2,3,6,8,12,14,15,17,24,25,28,34,35,37,51,53,54,55,56,59,62,63,64,65,66,90,91,92,93,94,95,98,99,100,101,102,104,106,107,108,109,110,111,112,114,122,130,136,137,138,139,143,145,146,148,152,158,159,160,161,167,169,182,188,189,191,192,193,195,196,198,200,201,203],api_cli:145,api_doc:152,api_test:25,api_vers:158,apk:[66,91,99,101],app:[36,50,57,66,107,111,177,203],app_abi:66,app_platform:66,app_workspac:107,appar:12,appear:[7,21,28,32,34,72,91,92,93,94,106,111,136,141,143,147,152,154,161,162,166,167,170,202],appearancei:158,append:[12,35,43,69,71,76,79,95,108,114,117,118,132,136,141,161,178,199],appl:[9,42,56,114,132],appli:[6,7,9,12,14,17,20,21,22,24,27,28,29,32,34,37,46,70,71,72,84,90,91,95,98,99,100,101,105,114,136,137,143,144,147,149,150,151,152,153,154,155,156,158,160,161,162,163,164,174,178,182,183,185,188,189,190,191,196,199,202],applic:[3,6,9,14,17,18,22,24,44,56,57,59,63,65,66,78,84,87,111,124,143,151,152,155,162,165,177,201],applict:107,apply_and_skip_rest:95,apply_best:[90,95,136,189],apply_func:[95,136],apply_graph_best:102,apply_graph_transform:[53,64],apply_history_best:[64,98,99,100,101,102,105,137,190,191],apply_prim_func_arg_and_result_memory_constraint:161,apply_steps_from_st:136,applyconfig:137,applyfixedconfig:137,applygraphbest:[102,137],applyhistorybest:[91,92,93,94,136,137],applyhistorybestorsampl:136,applylayouttransform:161,applypasstofunct:143,approach:[6,9,10,15,18,53,54,57,78,102,169,174,185,199],appropri:[18,21,24,32,33,63,72,111,117,132,152,154,158,159,162,166,167,170,174,191,192,199,201],approv:[19,22,23,28],approx:177,approxim:[6,7,72,91,92,93,94,136,141,153,154,155,162],apt:[59,87,104,105,108,110,111,112,132],ar:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,39,40,43,46,48,50,53,55,56,58,59,60,61,62,63,64,66,67,68,69,70,71,72,76,78,79,80,82,83,84,87,90,91,92,93,94,95,98,100,104,105,106,107,108,109,110,111,112,114,117,119,120,122,123,127,128,129,131,132,133,134,135,136,137,138,139,141,143,144,146,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,166,167,168,169,170,172,174,177,178,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],arang:[152,156,162,200],arbitrari:[1,6,7,8,12,35,45,48,64,70,78,128,143,152,160,161,162,196],arbitrarili:185,arc:162,arcfac:0,arcface_resnet100:0,arch:[61,64,65,66,67,98,100,110,118,138,159,195,197],architect:24,architectur:[21,53,55,64,66,110,111,128,134,138,154,159,175,177,183,192,196,199],archiv:[23,27,53,62,65,108,111,145,177],arcnam:108,arctan2:161,arduino:[103,109,112,113],arduino_cli_cmd:111,arduino_project:111,arduino_sketch:111,area:[6,18,21,23,31,82,199],aren:[28,36,111],arena:6,arg0:35,arg1:[24,35,138],arg2:[24,35],arg3:[24,35],arg:[1,12,15,33,34,35,36,37,90,95,98,106,110,122,136,137,139,143,144,149,152,157,160,161,162,163,169,189,190],arg_and_result_memory_scop:161,arg_buf:[98,137,190],arg_info:144,arg_nod:[2,35,141],arg_param:150,arg_typ:[37,143,170],arg_type_id:110,argc:107,arginfo:144,argmax:[4,42,44,45,47,48,50,66,67,68,104,109,114,123,129,152,162],argmin:[4,152,162],args1:148,args2:148,args_info:144,args_to_workload:137,argsort:[49,64,70,71,152,162,191,201],argument:[2,3,4,5,6,7,9,10,12,13,15,18,20,21,32,33,34,35,48,53,56,59,60,64,67,68,69,70,71,76,78,79,91,92,93,94,100,105,107,119,120,125,128,136,137,138,139,141,143,144,147,149,150,152,153,154,155,157,158,159,160,161,162,164,165,166,167,169,170,190,199,202],argv:107,argwher:[152,162],ari:162,arial:[43,178],aris:1,arith:7,arithmet:[6,122,161,167,169,170],ariti:18,arm64:[53,64,65,66,134],arm:[1,6,19,24,36,37,59,61,67,68,71,88,89,96,97,101,102,103,108,113,138,145,159,177,196],arm_compute_lib:55,arm_cpu:[9,63,68,91,99,106,137,159,178],armor:29,armv7:134,armv7l:[68,192],armv9:61,around:[10,12,15,56,57,59,91,92,93,94,111,138,152,153,154,155,161,162,166,174,177,182],arr0:[152,158],arr1:[152,158],arr:[6,146,161],arr_dst:161,arr_dtyp:161,arr_src:161,arrai:[0,1,2,5,6,7,12,14,15,21,33,35,37,42,43,44,45,46,47,48,49,50,58,59,61,64,66,67,68,71,72,76,82,83,87,90,91,92,93,94,95,98,99,100,101,102,107,108,109,110,111,114,118,120,123,124,128,136,137,138,141,143,146,147,149,150,152,153,154,155,158,159,160,161,162,169,182,183,185,188,189,190,191,192,195,197,200,201,203],arrang:[150,182],array_equ:152,array_handl:60,array_lik:146,arriv:[161,174],arrow:[0,7],art:111,arthimet:146,articl:[13,42,43,44,45,46,47,48,49,50,60,64,65,69,114],articul:152,artifact:[6,11,18,29,53,65,108,137,139,144,145,158],arug:76,arxiv:[151,153,154,162],as_dens:153,as_graph_def:[4,72],asarrai:[46,50,72,106,107,191,201],asc:29,ascend:[137,152,162],asf:[29,131],asf_password:29,asf_usernam:29,asic:128,asid:[10,111],asin:[152,160,161,162],asinh:[152,160,161,162],ask:[13,19,20,22,24,26,28,49,72,80,99,100,101,106,111,125,136,137,182,188],asleep:9,asm:128,asnumpi:[64,138,146],asobject:[158,160],aspect:[3,21,22,27,37,53,196],assembl:[9,55,128],assert:[1,4,6,8,12,39,64,67,69,71,72,78,79,83,84,91,92,93,94,95,98,105,110,114,122,140,143,147,149,152,155,158,161,169,174,178,182,183,185,188,199],assert_allclos:[58,84,90,95,98,114,117,118,120,123,124,128,161,162,183,189,190,195,197,199],assert_equ:[182,185,188,192],assert_mod:161,assert_pure_funct:161,assert_structural_equ:143,assert_strucural_equ:143,assertstmt:161,asset:[42,50,107],assign:[2,7,9,13,15,22,30,33,35,36,131,136,143,150,155,166,167,170,177],assigne:19,associ:[11,14,19,20,37,107,118,123,136,143,145,149,154,159,161,162,191],assum:[1,3,7,8,14,16,18,21,24,26,28,33,35,58,60,67,68,76,82,83,123,128,132,134,143,150,151,153,155,161,162,166,174,192,197],assume_injective_transform:161,assumpt:[20,21],ast:[13,18,21,33,76,119,138,152,154,155,158,160,161,164,167,169,170,200],astext:[79,143,149,152,161,178,197],astor:154,astupl:152,astyp:[2,37,42,43,44,45,46,47,48,49,50,55,56,58,61,62,64,66,67,68,69,71,72,78,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,107,109,111,114,117,118,120,123,124,128,150,152,161,162,182,183,185,188,189,190,191,192,195,197,199,200,201],asymmetr:[151,153,162],async:[138,161],async_func:138,asynchr:138,asynchron:118,asyncron:161,atan2:161,atan:[62,152,160,161,162],atanh:[152,160,161,162],atexit:138,atleast:161,atol:[95,114,154,197],atom:[147,161],attach:[9,10,53,82,98,110,127,137,143,157,160,161],attach_ivar:7,attach_path:7,attach_stag:7,attach_typ:7,attachtyp:7,attack:17,attempt:[6,9,34,35,46,145,150,161,166,167,169,170],attent:[21,24,29,32,190,199],attr:[1,2,3,7,14,33,67,68,95,107,117,128,132,136,137,138,143,148,149,152,155,160,161,162,169,177,182,183,185,188,189,195],attr_kei:[143,161],attr_key_or_dict:143,attr_map:[143,161],attr_nam:[140,143,159],attr_valu:[143,161],attrfieldinfo:143,attribut:[1,2,3,6,14,43,46,61,62,76,122,128,138,140,143,147,148,149,150,152,153,155,158,159,160,161,162,163,173,178,192],attribute_nam:4,attributeerror:[50,71,104,106,108,110,111],attrpattern:149,attrsnod:[33,143,149],attrstmt:161,attrubt:143,attrvisitor:15,audienc:24,authent:177,author:[1,12,19,21,28,42,43,44,45,46,47,48,50,53,55,56,62,64,65,66,67,68,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,154,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],auto:[1,11,12,19,20,28,33,34,35,36,37,40,53,64,65,71,80,88,89,97,98,105,107,123,124,125,129,132,136,137,144,156,158,161,162,171,178,191,193,195,196,198,199,201],auto_aug:45,auto_broadcast:[161,162],auto_max_step:[6,83],auto_pad:155,auto_schedul:[6,90,91,92,93,94,95,142,189,191],auto_scheduler_layout_transform:189,auto_scheduler_layout_transform_1:189,auto_scheduler_matmul_x86:[189,198],auto_scheduler_rewritten_layout:162,auto_scheduler_should_rewrite_layout:162,auto_unroll_max_depth:37,auto_unroll_max_ext:37,auto_unroll_max_step:[37,90,98,189],autodetect:[150,159,192],autodiff:[33,34],autodoc:24,autom:[6,21,53,132,145,171,190,199],automat:[1,4,9,10,13,15,19,21,24,25,28,29,32,36,37,40,59,62,72,84,90,95,110,128,132,136,137,138,143,150,153,154,155,158,160,161,162,163,171,177,183,189,196,199,200,202],autoschedul:[6,10,80,162,190,196],autotun:[10,71,110,111,155,172,191],autotune_log_fil:105,autotuner_record:201,autotvm:[9,10,14,17,40,53,64,80,90,91,92,93,94,98,99,100,101,102,105,138,142,145,148,162,178,189,193,196,198],autotvm_build_func:[105,145],autotvm_matmul_x86:[190,198],autotvm_relay_x86:[191,198,201],autotvmmoduleload:[105,145],aux_param:150,auxiliari:[12,131,143,150,153,160,161,162],avail:[3,9,10,12,14,16,17,28,36,49,53,56,64,70,71,72,79,87,107,111,112,122,127,132,136,138,143,144,153,155,157,158,159,162,170,177,189,190,191,192,199,201],availabilti:53,available_global_memori:158,avali:152,averag:[10,64,102,136,137,153,158,178,190],avg:[153,156,162],avg_pool1d:153,avg_pool2d:[55,62,153],avg_pool2d_grad:153,avg_pool3d:[62,153],avgpool:4,avil:201,avoid:[9,13,18,20,21,28,29,32,34,36,53,62,65,82,90,92,111,132,141,152,153,154,155,158,160,161,162,166,169,174,177,182,192],avx2:[84,94,95,102,189,199],avx512:[69,70,71,94,95,102,189,191,199],avx:[37,95,128,189,191,199],aw:[58,102],awai:[6,22,76,153],awak:[91,99,101],awar:[12,24,30,70,72],awesom:22,awesomegraph:119,awesomeplott:119,awesomevar:119,aws_platform:58,awsxclbin:58,ax0:[83,90,91,92,93,94,117,123,127,161,195],ax0_1:161,ax0_ax1_fused_ax2_fus:189,ax1:[83,90,91,92,93,94,117,127,161,195],ax1_1:161,ax2:[83,90,91,92,93,94,117,127,161,195],ax3:[83,90,91,92,93,94,117,127,161],ax4:[83,189],ax4_ax5_fused_out:83,ax5:83,ax6:189,ax7:189,ax:[7,83,84,98,111,125,128,136,137,152,161,162,182,183,185,190,199],axi:[1,7,33,37,46,47,50,58,64,65,69,79,82,83,84,90,98,111,114,122,123,124,125,128,129,136,137,138,143,152,153,155,156,158,160,161,162,164,174,178,182,183,185,188,189,190,191,192,195,197,199,200,201],axi_limit0:107,axi_limit1:107,axi_limit2:107,axi_limit3:107,axis0:161,axis2:161,axis:199,axis_k:162,axis_len:137,axis_nam:136,axis_separ:[161,162],b0353104:70,b0:129,b16:161,b1:129,b2:[155,199],b9a54e89508f101a1611cd64f4ef56b9cb62c7cf:[201,202],b:[5,6,7,9,12,15,19,35,36,37,45,48,58,69,70,76,82,83,84,91,92,93,94,95,109,112,120,122,123,124,125,127,128,129,136,137,139,147,148,151,152,153,155,156,158,160,161,162,164,166,167,169,170,173,182,183,185,188,189,190,192,195,199,200],b_1:[84,123,125,128,129,161,182,188,189,195,199],b_2:[123,125,129,199],b_3:129,b_4:129,b_5:129,b_block:[183,185],b_buf:[182,188],b_buf_1:[182,188],b_dtype:161,b_frag:83,b_i0:161,b_i0_partit:161,b_i1:161,b_i1_partit:161,b_i2:161,b_i_common:161,b_index:161,b_inn:[183,185],b_layout:161,b_local:161,b_nd:[182,188,195],b_np:[95,189,190,195],b_o:161,b_orig:[182,188],b_out:[183,185],b_pack:[182,188],b_pad:161,b_partition_2:161,b_rf:[123,161],b_rf_1:123,b_share:161,b_tn:[183,185],b_tvm:[95,189],b_v0:129,b_v0_1:129,b_v1:129,b_v1_1:129,ba:[53,83,153],back:[6,8,9,15,32,34,35,36,37,46,53,67,68,107,111,117,124,137,141,143,152,153,155,157,158,160,161,162,167,174,176,182,185,188,190,192,197,199],backend:[0,1,3,6,9,11,13,15,18,35,37,44,55,59,66,73,84,87,91,92,93,94,100,104,105,106,108,109,110,111,132,136,138,139,142,143,145,149,152,155,158,161,162,163,169,178,195,196,199,200,203],background:[13,21,24,43,156],backpropag:168,backtrac:53,backward:[12,48,69,102,152,155,162],backward_fold_scale_axi:155,backward_index:161,backward_shap:161,backward_window_s:136,backwardfoldscaleaxi:[12,155],bad:[13,28,46,79,137,164],badli:111,baidu:47,balanc:[18,53,174,191],ban:[57,158,159],banana:49,band:[152,162],bandwidth:[143,145,174],bank:[82,160,161],bar:[30,106,137],bare:[9,32,59,103,113,130,145],barinov:[53,64],barrett:201,barrier:[3,22,160,161],barrier_count:161,barrier_id:161,base:[1,3,4,7,9,12,14,15,16,18,19,21,23,24,28,29,32,33,34,35,40,49,53,59,72,90,91,92,93,94,102,106,107,108,110,112,127,130,132,136,137,138,140,143,145,148,149,150,152,154,155,156,157,158,159,160,161,162,163,165,166,167,170,173,176,178,182,188,189,190,196,199,200,201],base_address:107,base_pointer_offset:107,baseattrsnod:15,baseexpr:143,basefunc:[143,161],baselin:100,basenam:108,basep0:107,basep1:107,basep2:107,basep3:107,basep4:107,basetyp:[167,170],bash:[20,28,32,61,63,66,111,131,134,177],bashrc:[66,67,68,132,134,177,192],basi:[37,143,191,199],basic:[12,13,14,21,24,35,55,67,68,76,83,95,122,128,143,147,153,155,161,162,164,168,182,188,193,196,199,200,201],basicconfig:117,bat:10,batch:[1,62,72,82,83,84,111,117,118,127,129,134,136,137,138,144,151,152,153,154,155,156,161,162,169,173,178,182,183,185,188,190,191,197,199,201],batch_axi:[152,162],batch_dim:[152,154,162],batch_flatten:[62,65,79,118,153,197],batch_index:156,batch_matmul:[56,62,72,138,150,153,155,162],batch_matmul_cubla:72,batch_matmul_leg:162,batch_norm:[56,62,65,79,117,118,153,154,162,169,197],batch_siz:[43,67,68,72,79,83,91,92,93,94,98,99,100,101,102,111,117,118,137,151,152,153,154,155,156,161,162,183,185,190,197],batch_to_space_nd:[153,155,162],batchflatten:153,batchingop:155,batchmatmul:[4,155],batchmatmulv2:4,batchnorm:1,batchnormattr:1,batchnormcallback:169,batchnorminfercorrectlayout:1,batchnormwithglobalnorm:4,batchtospacend:4,baud:106,baz:30,bb:[83,120,128,161,162],bbox_pr:156,bbuf:67,bc:[83,138],bcast_add:[161,162],bcb562e2cf839ad7d45b93ea7b0abb0d:91,bcda4716699ac97ea44f791c24310193:46,bceb91c5ad2e2deb295547d81505721d3a87d578:[104,106,108],bcebo:47,bcm2837:68,bd206494e8b6a27b25e5cf7199dbcdbfe9d05d1c:191,bdc285eec5e051bc3f230cdb78c10af1:91,becaus:[1,3,5,7,9,12,13,15,20,21,24,26,28,32,33,34,35,36,46,55,58,62,70,71,72,76,78,91,92,93,94,105,108,117,131,136,137,141,143,152,155,157,159,161,164,166,167,169,170,174,177,190,191],becom:[1,7,11,12,13,34,35,58,78,79,123,127,153,155,161,162,170,174,202],been:[5,7,12,14,18,22,24,27,29,32,39,62,63,79,84,87,95,102,107,111,134,137,143,150,151,153,155,160,161,162,164,166,169,177,191,195,196,199,201,202],befor:[1,2,6,7,8,12,14,17,19,20,21,23,24,26,28,29,33,34,35,43,49,55,56,63,64,65,70,72,76,78,79,82,83,84,87,91,95,99,100,101,104,105,106,107,108,109,110,111,112,114,117,123,127,128,136,137,139,141,143,144,145,149,151,152,153,155,156,157,158,160,161,162,167,169,170,172,177,178,183,185,191,195,199,202],before_1:153,before_add_unit_loop:161,before_annot:161,before_bind:161,before_block:161,before_cache_inplac:161,before_cache_read:161,before_cache_writ:161,before_compute_at:161,before_decompos:161,before_fus:161,before_inlin:161,before_merg:161,before_n:153,before_pad_einsum:161,before_parallel:161,before_partit:161,before_reindex:161,before_reindex_cache_read:161,before_reindex_cache_writ:161,before_reord:161,before_reverse_compute_at:161,before_rfactor:161,before_rolling_buff:161,before_set_axis_separ:161,before_set_dtyp:161,before_set_scop:161,before_split:[160,161],before_storage_align:161,before_tensor:161,before_transform_block_layout:161,before_transform_layout:161,before_unannot:161,before_unrol:161,before_vector:161,beforehand:[28,177],begin:[7,19,28,34,35,42,44,45,46,47,48,49,64,69,90,91,93,95,98,104,105,106,108,109,111,117,137,143,152,153,161,162,188,191,193,197,199],beginn:[24,202],behav:[9,152,162,167],behavior:[6,7,9,12,14,16,21,34,45,48,64,67,68,69,70,87,90,111,122,137,141,143,152,155,158,160,161,162,174,188,189],behaviour:64,behind:[13,197,199],beij:45,being:[1,3,6,7,9,12,15,16,23,24,25,28,29,30,32,34,35,39,55,63,64,78,107,111,128,137,143,145,147,153,155,158,161,166,167,170,174,177,182,183,185,201],believ:[5,13,23],belong:[7,33,111,143,147,155],belong_to:143,below:[1,2,4,6,7,9,11,13,14,24,25,28,29,32,33,34,36,37,39,50,53,54,55,56,61,63,64,65,67,68,70,72,78,82,84,90,91,92,93,94,95,99,100,101,102,105,106,107,110,111,114,117,118,120,128,129,132,134,136,137,143,152,155,158,160,161,162,165,166,167,169,170,173,174,177,178,182,183,185,188,189,192,196,197,201,202],benchmark:[6,59,64,66,70,71,72,91,92,93,94,99,100,101,102,104,106,108,114,141,154,155,161,191,201,202],benchmark_layout_transform:102,benchmarkresult:[141,158],benefici:1,benefit:[18,22,24,28,53,64,65,72,128,161,162,199],bernardo:203,bert:[4,138],besid:[6,15,24,40,64,65,72,119,123,152,153,162,163,164,170,192,199,200],best:[6,7,9,14,21,22,39,53,62,64,69,70,71,72,84,90,91,92,93,94,95,98,99,100,101,102,106,111,117,136,137,144,148,155,166,183,189,190,191,196,199,201,202],best_config:98,best_record:136,beta:[136,153,162,169],better:[1,4,5,8,9,12,20,23,34,71,78,82,99,102,104,111,117,127,134,136,137,150,152,155,177,190,191,199,201],between:[1,3,7,12,14,17,18,22,24,28,30,33,34,36,37,63,71,78,102,111,122,127,128,132,136,137,141,149,152,153,154,155,158,160,161,162,167,169,170,171,174,182,183,185,191,199,200,201],beyond:[3,177],bf16:161,bf16computeleg:161,bf16storageleg:161,bf2d0c1e:69,bf:[98,123],bgemm:[92,94],bgr:42,bh:162,bi:[7,162,182,183,185],bia:[56,61,90,95,114,117,119,120,138,150,153,162,169,189],bias:[43,154,178],bias_1:90,bias_add:[55,56,62,65,79,114,153,155,162,169,197],bias_add_:169,bias_add_leg:162,bias_nod:169,bias_np:90,bias_scal:150,bias_tvm:90,bias_var:150,biasadd:[4,95],bicub:[45,46,151,153,162],bicubic_alpha:162,bicubic_exclud:162,bicycl:43,bidirect:166,bidirectional_rnn:166,bifrost:159,big:[20,56,84,143,149,152,161,166],bigger:[70,71,166],biggest:161,bign:84,biject:161,bijective_layout:161,bijectivelayout:161,bilinear:[45,151,153,162],bin2c:111,bin:[36,53,59,63,65,66,91,93,107,111,132,177],binar:[137,162],binari:[2,8,11,16,17,18,29,30,33,35,53,55,58,61,64,90,95,99,100,101,102,106,111,112,132,133,137,138,145,152,157,158,160,161,162,174,177,189,191,199],binarize_pack:162,binary_blob_log:8,binary_blob_s:8,binary_blob_type_kei:8,binary_dens:162,binary_search:162,bind:[6,23,29,34,37,56,58,66,67,68,76,78,82,83,90,91,98,99,100,101,122,123,124,128,131,132,137,139,143,148,149,152,155,157,158,160,161,162,165,166,169,177,183,190,192,196,199,200],bind_const:155,bind_gpu:137,bind_params_by_nam:[79,114,169],bindtarget:161,binop:162,bipolar:[153,162],bisect:28,bistream:[163,177],bit:[16,22,59,62,63,70,71,111,150,152,153,160,161,162,170,173,174,177,178,182,188],bit_axi:[153,162],bitcod:9,bitflag:161,bitmask:[158,161],bitpack:[153,162,169],bitplan:153,bitseri:[153,162],bitserial_conv2d:153,bitserial_conv2d_leg:162,bitserial_conv2d_nchw:162,bitserial_conv2d_nhwc:162,bitserial_dens:[153,162],bitstream:[58,163,173,178,182,183,185,188],bitwidth:63,bitwis:[152,161,162],bitwise_and:[152,161,162],bitwise_not:[152,161,162],bitwise_or:[152,161,162],bitwise_xor:[152,161,162],bj:[7,47],bl:82,bla:138,black:[117,120,138,158],black_format:158,blank:[24,144],ble:111,blink:106,blitz:[193,198],blob:[0,8,42,43,44,45,46,47,48,50,64,66,67,68,70,107,109,110,114,153,154,155,157,178,197,199],blob_siz:8,blob_type_kei:8,block:[12,15,18,19,20,21,24,28,35,56,61,62,63,72,78,83,90,91,92,93,94,95,98,99,100,101,102,123,127,136,137,143,144,145,147,148,149,152,153,154,155,157,158,159,160,161,162,168,174,177,181,182,184,186,189,190,192,200],block_a:161,block_attr:161,block_b:[161,200],block_col_warp:83,block_dim:37,block_factor:82,block_i:[82,83],block_in:[182,183,185],block_info:161,block_j:83,block_k:83,block_or_loop:161,block_out:[178,182,183,185,188],block_pad_const:161,block_real:161,block_row_warp:83,block_scop:161,block_shap:[153,162],block_siz:[83,153,162],block_sref:161,block_sref_reus:161,block_x:[82,83,124],block_z:[82,83],blockdependenceinfo:161,blockidx:[37,82,83,90,98,117,122,123,124,125,161,192,195,199,200],blockidx_i:[83,195],blockidx_x:[83,90,123,124,125,195],blockidx_z:[83,195],blockiz:161,blockreal:161,blockrv:[144,161],blockscop:161,blocksiz:[72,155],blog:[27,166,176],blue:[7,138],blueocean:19,bmma_sync:161,bn0_beta:[79,197],bn0_gamma:[79,197],bn0_moving_mean:[79,197],bn0_moving_var:[79,197],bn1_beta:[79,197],bn1_gamma:[79,197],bn1_moving_mean:[79,197],bn1_moving_var:[79,197],bn:[1,84,155,169,199],bn_beta:[117,118],bn_data_beta:[79,197],bn_data_gamma:[79,197],bn_data_moving_mean:[79,197],bn_data_moving_var:[79,197],bn_dim:1,bn_gamma:[117,118],bn_mean:[117,118],bn_mmean:[117,118],bn_mvar:[117,118],bn_node:169,bn_var:[117,118],bnf:154,bnn:59,bo:[182,183,185],board:[9,24,28,58,63,91,99,101,104,105,106,107,109,110,112,159,172,178,188,192],bodi:[7,13,20,28,34,35,53,67,68,76,84,90,91,92,93,94,95,98,99,100,101,102,123,124,125,128,136,148,149,152,154,155,160,161,167,169,174,182,188,189,190,195,199],body_analysi:0,boilerpl:[10,169,195],bolt:171,bookkeep:34,bool:[12,15,33,34,35,45,76,83,84,90,91,92,93,94,104,105,110,114,123,124,125,128,129,136,137,138,139,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,167,169,170,182,183,185,188,189,195,199,200],bool_:[36,45],booleanexpress:161,boost:[53,55,62,83,99,191,201],boot:63,bootstrap:134,border:[151,153,162],bore:169,borrow:5,bot:21,both:[1,3,6,7,8,9,12,13,14,15,16,18,19,21,24,25,28,32,33,34,40,53,55,58,62,63,67,68,72,76,82,83,84,105,106,110,111,117,122,123,129,132,137,139,143,145,147,148,151,152,153,155,157,160,161,162,164,166,167,169,173,174,176,177,178,182,183,185,188,191,192,195,199,201,203],bother:33,bottl:154,bottle_neck:154,bottleneck:[21,154],bottom:[7,19,35,43,111,127,151,162],bought:21,bound:[6,7,13,34,37,43,127,136,143,147,149,152,155,156,160,161,162,166,167,169,170],bound_type_var:147,bound_var:147,boundari:[53,107,138,151,156,160,162,169],box:[18,29,43,45,106,117,120,127,138,151,156,162,169,173,177],box_bottom:156,box_ind:151,box_indic:[151,162],box_left:156,box_right:156,box_top:156,boxes_i:69,boxes_x:69,brace:167,bracket:[28,162],bram:174,branch:[19,27,28,29,34,35,63,84,104,105,108,110,112,149,155,160,161,166,167,169,170,177],brand:53,breadth:18,breakdown:[6,136],brew:[29,132],bridg:[53,131,138,158,171],brief:[12,15,24,33,35,106],briefli:[13,24,37,170],bring:[6,31,40,43,72,75,98,102,103,113,150,157,158,169,171,177,183,196,200],broad:[27,166,200],broadcast:[14,33,84,95,152,161,162,167,168,170,189,195,199],broadcast_add:[155,195],broadcast_mul:195,broadcast_to:[152,162],broadcast_to_lik:152,broadcast_typ:152,broadcastto:4,broader:[21,22,174],broadli:[23,30],broadwel:201,broken:[1,110],brows:106,browser:[15,131],bs_c:[72,95,162],bs_r:[72,94,95,162],bsp:160,bsr:[72,153,155,162],bsr_dens:[72,155],bsr_matrix:[72,153],bt:[25,167,170],bucket:[58,155],budget:[90,91,92,93,94,95,99,100,101,189,190],buf:106,buf_0:35,buf_1:35,buf_:35,buf_decl_:35,buf_idx_:35,buf_index_arrai:161,buf_len:106,buf_stream:35,buf_typ:161,buffer:[3,7,11,12,16,35,37,50,53,71,76,82,83,84,90,95,106,110,123,124,125,128,129,136,137,139,146,153,158,160,161,162,164,173,174,183,185,189,195,199,200],buffer_dim_align:161,buffer_dtyp:158,buffer_index:161,buffer_load:161,buffer_map:[95,161],buffer_ptr:161,buffer_typ:[123,124,125,129,161,162,195,199],buffer_var:161,buffer_var_map:161,bufferdef:161,bufferload:161,buffernod:161,bufferr:161,bufferregion:161,bufferstor:161,bug:[17,29,39,44],bug_fix:28,bugfix:28,build:[1,2,3,6,8,10,11,12,15,19,24,25,27,28,29,32,33,36,37,42,43,46,50,53,57,58,63,64,65,66,69,70,71,72,76,78,82,83,84,90,91,92,93,94,95,98,99,100,101,102,105,106,110,111,115,116,119,120,122,123,127,128,130,131,133,135,136,137,139,141,143,144,145,146,148,150,152,154,155,158,159,160,161,162,163,167,168,169,170,174,182,183,185,188,189,190,191,194,195,196,197,199,201,203],build_config:[1,8,72,152,155,163,178,183],build_cuda:[37,132],build_cuda_on:37,build_debug:132,build_dir:106,build_dock:32,build_func:[64,91,93,99,101,105,118,136,137,191],build_gcn:[114,116],build_input:144,build_kwarg:[105,137],build_loc:32,build_modul:[7,8,37,44,45,46,47,61,67,68,69,71,76,79,99,100,101,102,114,117,118,145,178,200],build_module_with_cross_compil:157,build_opt:[63,105],build_releas:132,build_result:144,build_runtime_modul:138,build_shared_lib:134,build_start:178,build_tim:178,buildabl:10,buildconfig:12,buildcuda:37,builder:[13,35,64,91,93,98,99,100,101,102,105,136,137,144,152,190,191],builder_result:144,builderinput:144,builderresult:144,buildertyp:144,buildid:59,buildreal:7,built:[7,9,10,11,19,24,29,32,34,35,53,55,56,62,65,79,87,107,111,112,117,123,127,131,132,133,135,138,139,144,145,148,154,159,160,161,164,166,170,171,174,177,178,190,191,193,201],builtin:[6,35,45,122,161],bulk:[34,37,161,170,182,183,185,188],bullet:28,bump:29,bunch:[72,111],bundl:[15,57,138,174,194,196],burden:[21,28,199],burn:63,burst:143,busi:174,button:[19,21,106],bwmma:161,bx:[37,82,98,122,125,199],byoc:[11,53,62,106,118,150,196],bypass:[34,35,49,137],byte_count:161,bytearrai:[2,138,141,152,157,158],bytecod:[18,148],bz:82,c1:167,c2:[0,167],c4:102,c5:[71,102],c:[1,3,6,7,8,9,11,13,15,27,30,34,36,37,43,50,53,55,58,59,63,70,71,72,76,78,83,84,90,91,93,95,104,105,106,107,108,109,110,111,112,120,122,123,125,128,129,133,135,136,137,138,139,140,143,145,151,152,153,155,156,157,158,159,160,161,162,164,166,167,170,172,173,174,177,178,182,185,188,189,190,195,196,199,201,203],c_1:[84,125,128,129,161,182,188,189,199],c_2:[125,129,199],c_backend_api:110,c_buf:[182,188],c_buf_1:182,c_compiler_input0:35,c_compiler_input1:35,c_compiler_input2:35,c_compiler_input3:35,c_data:78,c_dtype:161,c_global:[84,199],c_global_1:[84,199],c_index:161,c_init:162,c_layout:1,c_mod:145,c_nd:[182,188],c_np:[98,189,190],c_pad:161,c_ref:[182,188],c_runtime_api:[3,15,35,53,110],c_share:161,c_source_cod:110,c_source_modul:110,c_tvm:[98,189,190],cabl:[145,177],cach:[9,15,34,48,53,62,64,69,70,82,87,98,99,100,101,102,109,114,136,137,138,141,148,153,158,160,161,162,163,174,182,183,185,188],cache_flush_byt:158,cache_index:161,cache_inplac:161,cache_line_byt:136,cache_line_s:161,cache_read:[82,83,90,98,160,161],cache_writ:[82,83,84,98,160,161,199],cached_block:161,cached_func:148,cachedfunc:148,caden:[45,48,109],caff:150,caffe2:[150,152],caffe_pb2:150,caffemodel:150,calcul:[7,33,53,64,79,107,108,137,141,143,151,152,153,154,155,156,161,162],calculate_allocated_byt:161,calculate_constant_byt:161,calculate_qparam:[70,109],calculate_workspace_byt:161,calculateexpr:20,calculateexprinint64:20,calculation_dtyp:64,calibr:[9,63,70,147],call:[1,3,5,6,7,8,9,12,13,14,15,16,17,18,25,27,28,32,34,35,36,37,40,49,53,56,63,67,68,70,71,72,76,79,82,83,84,100,104,106,108,109,110,111,117,118,119,120,125,127,128,131,132,136,137,138,140,141,143,144,147,148,149,150,152,154,155,157,158,159,160,161,162,164,165,166,177,182,188,190,195,196,197,199,201,202,203],call_all_topi_func:136,call_asm:9,call_cpack:161,call_cpacked_low:161,call_extern:[9,128,161,182,183,185,188],call_impl:161,call_intrin:[83,122,161],call_llvm_intrin:161,call_llvm_pure_intrin:161,call_low:155,call_nod:79,call_node_inst:79,call_pack:[120,160,161,162],call_packed_low:161,call_pattern:169,call_pure_extern:[122,161],call_tir:161,callabl:[12,125,136,137,138,143,144,149,152,155,157,160,161,162,167],callback:[1,15,64,76,78,98,99,100,101,102,105,111,120,136,137,138,143,144,149,155,158,161,169,190,191],callbacklisttyp:144,callcheck:34,calle:15,calleffectkind:[122,161],caller:[15,18,161],callgraph:147,callhello:15,callingconv:143,callnod:[13,34,35,79],callpack:15,callpattern:149,camel:28,camera:111,can:[1,2,3,4,5,6,7,8,9,10,12,13,14,15,16,19,20,21,22,23,24,25,26,28,29,30,32,33,34,35,37,39,40,42,43,44,45,46,47,48,49,50,51,53,54,55,56,57,59,60,61,62,63,64,65,66,67,68,69,70,71,72,75,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,138,140,141,143,144,145,146,147,148,149,150,151,152,153,155,157,158,159,160,161,162,163,164,165,166,167,168,169,170,172,173,174,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],can_convert_multiply_to_intdiv:162,can_decompose_pad:161,candid:[9,12,21,23,24,27,136,137,143,144,155,161,190],candidate_block:72,cannot:[1,3,9,12,13,17,19,20,25,26,29,32,35,55,58,67,68,72,84,95,98,117,122,123,131,136,137,143,145,147,150,152,158,160,161,162,164,167,169,174,190,199,202],canon:[151,152,153,154,159],canon_multi_target:[148,152,159],canon_multi_target_and_host:159,canon_target:[136,148,152,159],canon_target_and_host:159,canon_target_map_and_host:159,canonic:[78,155],canonicalizecast:[152,155],canonicalizeop:[79,152,155],canva:46,cap:28,capabilit:191,capabl:[3,13,32,36,53,56,73,83,106,111,138,166,167,169,189,199,201],capac:159,captur:[23,34,44,108,155,159,160,161],capturepostdfsindexinspan:155,car:111,car_224:111,car_64:111,car_imag:111,card:[63,100],care:[1,19,20,21,24,111,136,137,164,166,174],carefulli:[27,111,160,161,199],carri:[9,12,124,138,155,160,162,203],cars_train:111,cartesian:152,cascad:[0,161],cascadelak:[0,70,71,202],cast:[4,35,55,64,83,152,155,161,162,170,178,183,185],cast_lik:152,cat:[29,42,44,45,46,47,48,50,64,65,66,67,68,70,107,109,191,201],catamount:[64,70],catan:111,catan_224:111,catan_64:111,catan_imag:111,categ_fn:64,categ_url:64,categor:[1,24,111],categori:[0,1,12,25,64,107,111,156],categorical_crossentropi:111,caus:[7,13,19,21,22,26,28,39,44,56,62,69,71,79,87,119,137,145,152,155,162],caution:[117,148,152,161],cautiou:21,caveat:9,cb:[46,128],cbla:[14,35,120,142,160,162],cc:[3,8,12,15,18,25,30,33,34,35,37,55,57,58,62,63,82,84,104,109,128,132,142,158,162,167,170,174,199,203],cc_code:128,ccach:[132,138],ccache_env:138,ccachekei:148,ccachevalu:148,ccccdddd:53,ccompil:35,cd:[29,36,53,55,57,58,59,61,63,66,67,68,104,105,107,108,110,112,132,134,177,192,202,203],cdr:[153,162],ceil:[4,62,151,152,153,160,161,162],ceil_div:164,ceil_log2:162,ceil_mod:[153,162],ceildiv:161,cell1:166,cell2:166,cell:[154,162,166],cell_out:166,center:[18,63,151,153,156,162,177],centercrop:[45,47,48,64,70,109],cento:132,central:[9,15,30,91,99,100,101,200],centric:53,certain:[7,12,14,19,20,23,35,78,111,128,132,136,137,140,143,149,150,160,161,162,166,167,169,170,174,199,200],certainli:[7,15,155],cfd09cf1ca9e943f0ee12a18813a5c75:94,cffi:[43,178],cfg:[37,43,98,137,162,163,178],cfg_name:43,cfg_path:[43,178],cfg_url:43,cfgdtcmsz:107,cfgitcmsz:107,cflag:134,chain:[20,137,147,161],challeng:[1,15,18,37,111],chananel:162,chanc:[13,84,128],chang:[1,6,7,9,11,13,14,15,18,19,20,23,24,25,26,28,29,37,55,56,62,63,64,65,66,67,68,71,72,76,79,84,87,90,91,92,93,94,98,99,100,101,102,104,106,109,110,111,112,114,131,132,148,150,152,155,160,161,162,166,167,169,173,174,177,178,190,192,199],change_dtyp:150,changebatch:155,changedatatyp:150,channel:[1,17,22,23,36,46,65,70,79,82,83,111,112,117,118,143,145,147,151,153,154,156,161,162,173,182,183,185,188,197],channel_axi:162,channel_block:[161,162],channel_chunk:162,channel_multipli:162,channelis:162,charact:162,character:[9,166],characterist:[174,176],charg:[91,99,101,164],cheap:[18,111],cheat:111,check:[5,6,8,12,13,15,18,19,20,22,25,28,29,34,35,36,46,50,53,62,63,64,71,72,76,91,92,93,94,95,98,106,111,112,114,117,128,131,132,136,137,138,141,143,144,146,147,149,152,154,155,158,160,161,162,165,167,169,170,174,177,188,190,191,194,197,199,201],check_basic_block_normal_form:147,check_const:147,check_grad:154,check_kind:147,check_task_input_by_placeholder_nam:136,check_workload_kei:136,checked_typ:[35,143,155,169],checker:[136,161,170],checker_:34,checklist:35,checknumer:4,checkout:[15,19,29,37,40,57,87,104,105,106,108,110,112,128,177],checkpoint:[4,48,69,70,109],chen:[78,120,122,123,124,199],chengfan:[90,91,94,95,189],cherri:27,chi:[79,119],chien:114,child:[8,145,149,161,169],child_pattern:169,children:[7,8,161],chintala:154,chip:[61,83,159,173,174,182,183,185,188,192],chmod:[63,104,105,108,110,112,177],choic:[5,6,18,21,25,27,40,53,72,137,152,162],chois:152,choos:[1,9,13,15,19,27,33,53,63,64,70,71,72,98,102,105,107,110,112,132,137,148,150,158,182,183,190,191,195,196,197,199,201],chose:[84,105,199],chosen:[9,14,24,105,110,153,154,159,162,199],chosen_block:72,chri:[190,191,194,196,201],christian:154,christoph:[166,203],chroma:46,chunk:[72,83,84,161,183,185],churaev:[53,56],chw:[154,191],ci:[0,7,20,27,29,53,82,90,92,94,98,162,182,183,185,199],ci_adreno:53,ci_cpu:[28,131],ci_foo:19,ci_gpu:32,ci_init:[183,185],ci_lint:[20,28],circular:161,circumst:166,cisc:[18,174],citation_graph:114,civil:21,cj:7,ckpt:4,cl:[53,64,65,66,93,140,144,149,157,158,192,199,202],cl_qcom_ml_op:53,clang:[9,20,28,53,65,78,119,128,132,142],clarif:21,clarifi:[7,24],clases:154,class_id:156,class_id_to_kei:[45,48,109],class_nam:[45,48],class_path:[45,48,109],class_url:[45,48,109],classi:107,classic:[45,48,64,162],classif:[1,42,44,45,61,64,66,108,111,154,177,191,201,202],classifi:[12,64,107,111,154,167,191,201],classify_image_graph_def:49,classmethod:[138,158],claus:[14,152,166,167,170],clean:[1,5,23,36,137,162,164,177],cleanup:[28,76,108,144,155],clear:[7,12,21,23,25,28,35,79,136,137,148,182,183,185],clear_cach:137,clear_fallback_cach:137,clear_import:158,clear_sess:66,clear_stat:[178,182,183,185],clearli:[6,7,13,33,170],clever:53,cli:[103,111,113,138,172],click:[19,21,29,42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],client:[17,157],client_via_proxi:157,climb:107,clip:[46,62,152,156,162,183,185],clipbyvalu:4,clml:[53,64,65],clml_modul:53,clo_index:18,clock:[9,137,143,158,173,177],clock_frequency_hz:143,clone:[29,58,59,63,66,67,68,69,106,108,131,132,134,144,155,177,192],cloned_context:144,cloned_postproc:144,cloned_rul:144,cloned_sg:144,close:[6,13,29,35,50,71,127,145,153,154,157,162,167,174,177],close_transport:10,closer:[6,18,40,102,111,136,137,160,161],closest:[111,155,161,162],closur:[13,18,154,155,165,166,177],closure_arg:18,closure_var:160,cloud:63,cloud_machine_typ:0,cloud_provid:0,cloudpickl:[98,99,100,101,107,132,190],cls_prob:156,clump:111,cluster:[53,72],clz:[161,162],cm:42,cma:177,cmake:[2,28,30,32,35,36,53,55,56,59,62,63,64,66,67,68,87,107,108,117,118,132,134,177,192],cmake_c_compil:36,cmake_cxx_compil:36,cmake_cxx_compiler_launch:132,cmake_find_root_path_mode_includ:36,cmake_find_root_path_mode_librari:36,cmake_find_root_path_mode_packag:36,cmake_find_root_path_mode_program:36,cmake_sysroot:36,cmake_system_nam:36,cmakelist:134,cmath:35,cmd:[107,138],cmd_stream:107,cmd_stream_vers:107,cmod:53,cms_length:107,cmsi:[103,106,113],cmsis_5:108,cmsis_nn:106,cmsis_nn_tag:108,cmsis_nn_url:108,cmsis_path:108,cmsis_sha:108,cmsis_url:108,cmsisnn:[106,108],cn10ka:61,cn:[45,47],cnf10kb:61,cnf:14,cnhw:162,cnn:[63,153,162],co:[4,6,29,62,90,92,94,98,152,160,161,162,174,182,183,185],co_init:[183,185],coalesc:9,coars:9,cobj_bin:138,coco:[43,106,111,178],coco_nam:43,coco_path:[43,178],coco_url:43,coco_v1:69,cocodataset:111,code:[6,7,8,9,10,11,12,13,14,15,16,17,19,22,23,24,25,27,28,29,30,32,33,34,37,39,40,42,43,44,45,46,47,48,49,50,53,54,56,59,60,61,62,63,64,65,66,67,68,69,70,71,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,109,112,114,117,118,119,120,122,123,124,125,127,128,129,132,133,136,137,138,139,140,141,143,144,148,149,151,152,153,154,155,157,158,159,160,161,162,163,164,167,169,170,174,178,182,183,185,188,189,190,191,192,194,195,196,197,200,201,202,203],code_hash:137,code_stream_:35,codebas:[6,7,20,23,25,27,29,38,158],codeblock:15,codegen:[1,6,16,31,37,40,55,56,61,106,110,118,132,139,148,155,159,171,196,203],codegen_c:35,codegen_cuda:37,codegen_llvm:37,codegencbas:35,codegencuda:37,codegenllvm:37,codgen:159,codifi:19,coeffici:[151,153,162],col:161,col_offset:143,col_sum:158,colab:[42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],collabor:[21,23,27,123,172],collag:155,collagepartit:155,collaps:[152,162],collapse_sum:162,collapse_sum_lik:[33,152],collapse_sum_to:152,collapse_typ:152,collapseif:34,collapsesumlik:33,collect:[6,8,12,21,22,29,31,33,34,35,37,56,79,87,107,114,130,136,137,138,143,147,152,158,159,161,162,170,190,199,201],collector:87,collid:20,collison:143,color:[111,127,138,197],color_bgr2rgb:69,column:[63,84,123,124,143,152,158,161,167,199],column_major:161,columnar:0,com:[0,19,20,24,29,42,43,44,45,46,47,48,49,50,53,55,58,59,61,62,63,64,65,66,67,68,69,70,71,87,104,105,106,107,108,109,110,111,112,114,131,132,134,153,154,155,160,161,177,178,191,192,199,201,202],comand:53,combin:[6,9,25,27,33,37,53,136,137,139,143,153,155,161,162,174,190,196,199],combinecontextcal:161,combined_non_max_suppress:156,combineparallelbatchmatmul:[152,155],combineparallelconv2d:[152,155],combineparalleldens:[152,155],combo:177,come:[1,7,13,19,21,22,33,57,70,71,119,156,160,161,174,191,201,203],comm_reduc:[123,129,160,161,182,195],comma:[30,162],command:[3,9,10,20,24,26,28,29,32,36,53,55,57,59,66,67,68,87,90,91,99,100,101,106,107,111,112,131,132,134,138,174,177,189,191,192,196,199,201],command_handl:[182,183,185,188],command_stream:107,commandlin:59,comment:[9,21,24,27,28,49,70,71,127,143,149,152,161,199],commerci:106,commit:[19,21,27,29,30,39,144,161],commit_hash:29,commit_tuning_record:144,commit_workload:144,committ:[19,20,21,27,28],committe:23,committership:22,commmit:28,common:[3,6,9,12,13,14,15,19,21,25,28,32,34,35,78,88,114,138,143,152,153,155,158,161,162,165,167,169,174,176,182,188,190,195,196,199],commonli:[1,7,13,30,33,35,166,174],commonsubexprelimtir:[161,178,183],commreduc:[123,161,182,195],commun:[24,27,28,29,30,36,53,66,91,99,100,101,104,105,106,108,109,110,111,112,130,161,167,170,174,177,194],commut:[129,160,161,162],compact:[128,139,155,160,161,162,190],compactbufferalloc:161,compactli:[166,170],companion:150,compar:[9,21,53,59,64,71,72,84,104,123,127,128,129,143,146,152,153,154,161,167,195,196],comparison:[45,48,105,109,114,134,141,143,153,161,199],compat:[10,12,32,35,48,49,59,62,64,65,69,111,120,132,136,148,150,152,155,161,162,174],compel:18,compet:18,compil:[0,1,2,3,7,8,9,10,11,12,13,14,16,24,30,31,32,33,35,37,39,40,52,53,54,55,56,57,60,73,74,78,80,82,83,84,87,91,93,98,99,100,101,102,103,105,106,113,117,118,120,125,128,130,132,136,137,138,139,141,142,143,147,148,150,152,155,157,158,159,160,161,162,167,169,170,171,172,174,176,178,190,193,196,198],compilation_config:0,compilation_ms_mean:0,compilationconfig:[155,159],compile_and_run:203,compile_coreml:138,compile_cuda:138,compile_definit:108,compile_engin:148,compile_func:[138,157],compile_met:138,compile_model:46,compiled_artifact:6,compiled_lib:141,compiler_filt:155,compiler_src:35,compiltaion:107,complementari:6,complet:[3,6,8,9,10,19,24,35,69,105,120,136,152,158,161,167,174,175,176,177,190,191,193,199,200,201,202],complex:[6,7,9,14,18,21,36,53,55,84,111,136,165,166,169,170,172,182,191,199,200,201,203],complic:[1,7,14,72,90,119,122,124,127,128,136,149,161,167,189,195],compon:[1,9,11,18,28,34,36,37,53,59,62,108,152,161,162,197],compos:[6,7,18,28,33,35,45,47,48,64,70,109,119,125,138,147,148,160,161,162,170,174,177],composit:[6,55,137,155,161,169],comprehens:[21,24,166],compress:[36,53,72,174],compris:37,compromis:21,comput:[3,6,7,9,14,15,16,34,35,37,40,42,53,58,59,61,64,65,67,68,76,82,84,91,92,93,94,110,111,117,120,121,122,123,124,125,127,128,134,136,137,138,139,143,147,148,150,151,152,153,154,155,156,158,159,160,161,162,165,166,167,173,177,178,189,190,191,192,195,196,197,200,201],compute_1:[90,95,195],compute_2:95,compute_3:95,compute_at:[82,83,84,90,95,98,123,124,127,129,136,160,161,182,183,185,189,199],compute_cumprod:33,compute_cumsum:33,compute_dag:[90,91,92,93,94,95,136,189],compute_flop:137,compute_i0:90,compute_i0_i:90,compute_i0_o_i:90,compute_i0_o_i_i1_o_i_fused_i2_o_i_fused_i3_o_i_fus:90,compute_i0_o_o_i:90,compute_i0_o_o_i_i1_o_o_i_fused_i2_o_o_i_fused_i3_o_o_i_fus:90,compute_i0_o_o_o:90,compute_i0_o_o_o_i1_o_o_o_fused_i2_o_o_o_fused_i3_o_o_o_fus:90,compute_i1:90,compute_i1_i:90,compute_i1_o_i:90,compute_i1_o_o_i:90,compute_i1_o_o_o:90,compute_i2:90,compute_i2_i:90,compute_i2_o_i:90,compute_i2_o_o_i:90,compute_i2_o_o_o:90,compute_i3:90,compute_i3_i:90,compute_i3_o_i:90,compute_i3_o_o_i:90,compute_i3_o_o_o:90,compute_inlin:[82,83,90,95,98,160,161,199],compute_or_sch:136,compute_relu:160,compute_root:[160,199],compute_tensor:136,compute_vers:[83,138,158],computedag:136,computelibrari:55,computeop:[7,136,137,160],computeopnod:7,con:[166,170],concat:[4,33,153,161,162,166],concaten:[1,33,62,138,152,162,166,177],concatv2:4,concept:[7,9,12,13,24,35,167,182,196,199],conceptu:18,concis:[166,182,188,199],concist:143,conclud:[32,37,53,63,182,188],concret:[20,26,34,36,143,166,170],concrete_shap:143,concurr:[84,158,174],cond:[34,149,152,160,161,164,169],conda:63,condit:[14,20,39,69,95,123,133,137,143,149,152,160,161,162,167,169,170,174,182,191,195],condition1:164,condition2:164,condition3:164,condition:9,conditional_typ:161,conditon:152,conduct:[143,161,190],condval:90,condval_1:90,condval_2:90,condval_3:90,conf:[24,29,134],confid:[111,156],config:[2,6,12,14,26,30,32,35,36,49,53,55,56,59,61,62,63,64,66,67,68,72,76,78,83,87,91,92,93,94,98,99,100,101,102,104,105,106,107,108,109,110,111,112,117,132,134,136,137,143,145,150,152,155,161,162,163,173,174,177,178,182,183,185,190,191,192],config_file_nam:118,config_main_stack_s:[104,105,108,110],config_spac:[64,98,99,100,101,102,190,191],configent:[137,190],configspac:[98,137,190],configur:[6,11,12,19,21,24,26,28,30,32,34,35,53,55,62,63,66,67,68,78,91,98,99,100,101,106,107,111,118,132,133,134,136,137,140,143,145,152,155,158,161,163,175,178,182,183,185,188,190,191,192,196,201],confirm:[44,66,91,99,100,101,161],conflict:[24,27,82,90,92,132,160,161,164],conform:[14,199],confus:[22,59],congigur:64,conglomer:111,congratul:[35,39],conjug:[152,162],conjunct:14,connect:[36,53,55,64,67,68,106,107,108,111,117,118,119,127,134,138,148,157,167,168,174,177,178,182,183,185,188,192,202],connect_track:[64,66,157],connection_typ:55,consecut:[125,152,155,156,160,161,199],consensu:[23,27],consequ:[6,27,174,182,183,188],conserv:7,consid:[1,7,9,11,13,14,24,27,28,33,34,35,55,98,99,101,111,136,147,150,151,153,161,162,166,167,169,170,174,199],consider:21,consist:[1,3,6,14,18,23,24,27,37,63,65,95,111,117,118,125,132,143,158,161,167,170,182,191,192,197,199,203],consol:[64,91,92,93,94,106,107],consolid:[9,161],const_cast:[1,111],const_fold:143,const_index:18,const_loc:138,const_rang:164,const_val:158,const_vector:162,constant:[2,6,11,12,14,15,18,27,56,69,78,114,118,143,147,148,149,150,151,152,153,155,158,160,161,162,164,165,166,169,170,178,190],constant_byte_align:161,constant_info_arr:143,constant_memory_pool:152,constant_valu:153,constantli:[21,196],constantmemorypool:[143,152],constantnod:34,constantpattern:149,constantpoolinfo:[143,152],constants_size_byt:11,constevalu:34,constrain:[107,128,155,169],constraint:[76,84,124,137,143,149,161,165,167,182,199],construct:[2,3,6,8,13,21,25,33,34,35,37,46,56,69,91,92,93,94,110,114,122,123,125,137,138,141,143,147,149,150,152,154,155,157,158,159,160,161,162,164,165,166,170,182,188,190,199],constructor:[3,11,15,20,62,79,119,143,148,152,154,155,157,159,161,165,166,169,170],constructorvalu:[148,154],consult:[17,28,201],consum:[11,18,20,28,62,84,95,110,136,148,156,161,174,182,201],consumer_block:161,consumer_id:95,consumpt:[12,53,56],contain:[2,3,6,7,9,10,11,12,13,14,15,18,19,20,21,25,28,29,31,34,35,36,37,50,53,59,62,63,64,66,78,82,83,84,87,107,110,111,112,119,127,135,136,137,138,141,143,144,145,146,147,148,149,150,152,153,154,155,157,158,159,160,161,162,163,164,166,167,168,170,174,176,177,181,182,188,192,194,199,200,201],container_hostnam:131,content:[6,15,21,28,33,36,43,49,104,105,108,110,111,112,137,138,143,152,153,158,160,161,166,170,177,178,199],content_lan:161,context:[1,6,7,12,18,22,24,44,46,53,79,102,134,136,137,143,144,152,154,155,158,159,160,161,163,174,178,182,183,185,188,190,195,199],context_stack:12,contig:177,contigu:[7,161,174,182],continu:[6,7,10,12,18,19,23,26,29,35,63,84,91,92,93,94,111,117,155,167,190,199],contradict:160,contradictori:24,contrain:155,contrari:[7,125],contrast:[7,24,166,167,177],contrib:[2,8,35,42,43,44,45,46,47,48,49,50,55,56,58,61,62,63,64,65,66,67,68,69,70,71,72,79,83,91,92,93,94,99,100,101,102,104,105,106,108,109,110,114,117,118,119,127,128,133,137,142,145,148,160,162,178,182,183,185,188,191,192,197,199,201,203],contrib_conv2d_gemm_weight_transform:153,contrib_conv2d_gemm_without_weight_transform:153,contrib_conv2d_nchwc:153,contrib_conv2d_winograd_nnpack_weight_transform:153,contrib_conv2d_winograd_weight_transform:[44,153],contrib_conv2d_winograd_without_weight_transform:153,contrib_conv3d_winograd_weight_transform:153,contrib_conv3d_winograd_without_weight_transform:153,contrib_dense_pack:153,contrib_depthwise_conv2d_nchwc:153,contribut:[9,20,21,22,23,24,27,38,152,194],contributor:[20,21,22,23,24,28,130],contriv:110,control:[6,12,13,18,20,34,35,53,64,91,99,100,101,106,111,120,136,137,147,152,155,158,159,161,162,165,166,174,192],control_bu:174,conv0_weight:[79,197],conv1d:[62,153,162],conv1d_ncw:162,conv1d_nwc:162,conv1d_transpos:153,conv1d_transpose_ncw:162,conv2d:[1,4,6,14,53,55,56,62,64,65,70,71,78,79,83,90,98,99,100,101,102,105,117,118,127,138,147,150,153,154,155,160,161,162,167,169,183,190,195,196,197,203],conv2d_alter_layout:[137,162],conv2d_backward_weight:153,conv2d_forward:138,conv2d_gemm_output:91,conv2d_gemm_weight_transform:162,conv2d_hwcn:[127,162],conv2d_infer_layout:162,conv2d_lay:90,conv2d_leg:162,conv2d_nchw:[14,90,98,137,162,195,203],conv2d_nchw_1:[90,195],conv2d_nchw_ff:90,conv2d_nchw_ff_i:90,conv2d_nchw_ff_o_i:90,conv2d_nchw_ff_o_o_i:90,conv2d_nchw_ff_o_o_o_i:90,conv2d_nchw_ff_o_o_o_o:90,conv2d_nchw_nn:90,conv2d_nchw_nn_i:90,conv2d_nchw_nn_o_i:90,conv2d_nchw_nn_o_o_i:90,conv2d_nchw_nn_o_o_o_i:90,conv2d_nchw_nn_o_o_o_o:90,conv2d_nchw_python:[90,98,183],conv2d_nchw_rc:90,conv2d_nchw_rc_i:90,conv2d_nchw_rc_o_i:90,conv2d_nchw_rc_o_o:90,conv2d_nchw_ri:90,conv2d_nchw_rx:90,conv2d_nchw_rx_i:90,conv2d_nchw_rx_o_i:90,conv2d_nchw_rx_o_o:90,conv2d_nchw_ry_i:90,conv2d_nchw_ry_o_i:90,conv2d_nchw_ry_o_o:90,conv2d_nchw_winograd:14,conv2d_nchw_xx:90,conv2d_nchw_xx_i:90,conv2d_nchw_xx_o_i:90,conv2d_nchw_xx_o_o_i:90,conv2d_nchw_xx_o_o_o_i:90,conv2d_nchw_xx_o_o_o_o:90,conv2d_nchw_yi:90,conv2d_nchw_yy_i:90,conv2d_nchw_yy_o_i:90,conv2d_nchw_yy_o_o_i:90,conv2d_nchw_yy_o_o_o_i:90,conv2d_nchw_yy_o_o_o_o:90,conv2d_nchwc:[102,137,162],conv2d_nchwc_int8:162,conv2d_nhwc:[53,92,93,94,162],conv2d_nn:169,conv2d_no_batch:98,conv2d_pattern:203,conv2d_strategi:14,conv2d_strategy_mytarget:14,conv2d_transpos:[1,62,153,162],conv2d_transpose_alter_layout:162,conv2d_transpose_leg:162,conv2d_transpose_nchw:162,conv2d_transpose_nchw_preprocess:162,conv2d_winograd:[92,94],conv2d_winograd_nchw:162,conv2d_winograd_nchw_without_weight_transform:162,conv2d_winograd_nhwc:162,conv2d_winograd_nhwc_without_weight_transform:162,conv2d_winograd_nnpack_weight_transform:162,conv2d_winograd_weight_transform:162,conv2dnchw:203,conv2dtospars:155,conv2dtosparse2:155,conv3d:[62,153,162],conv3d_alter_layout:162,conv3d_ncdhw:162,conv3d_ndhwc:162,conv3d_transpos:[62,153,162],conv3d_transpose_leg:162,conv3d_transpose_ncdhw:162,conv3d_transpose_ncdhw_preprocess:162,conv3d_winograd_weight_transform:162,conv:[46,78,83,90,98,114,154,155,160,162,169,178,195],conv_1:83,conv_block:154,conv_bn:154,conv_mod:138,conv_nod:169,conv_np:90,conv_wmma_accumul:83,conv_wmma_accumulator_1:83,convei:28,conveni:[0,12,13,18,34,56,78,143,150,152,158,170,194],convent:[6,13,21,33,34,60,62,111,137,140,143,152,155,159,160,161,162,164],converg:[90,91,92,93,94,95,189,191],convers:[12,15,21,23,53,56,62,64,72,91,92,93,94,111,150,155,161,167],convert:[3,6,7,15,42,43,44,45,46,48,49,50,53,56,60,62,65,69,71,91,92,93,94,106,107,109,110,111,128,136,137,138,143,146,148,150,151,152,153,154,155,158,159,160,161,162,164,167,191,192,196,199,200,201,202],convert_config:150,convert_conv2d:1,convert_func:138,convert_imag:107,convert_int:122,convert_label:107,convert_model_dense_to_spars:[91,94],convert_to_const:72,convert_to_graphdef:72,convert_to_object:158,convert_variables_to_const:4,convert_variables_to_constants_v2:72,convertblockstoopaqu:161,convertforloopstoseri:161,convertlayout:[1,56,79,91,92,93,94,155],convertssa:161,convf:83,convgemm:[153,162],convini:53,convnet:168,convolut:[1,18,33,37,55,70,71,81,85,88,89,91,92,93,94,96,97,107,111,112,115,116,118,120,134,137,138,147,151,153,154,155,156,161,162,167,168,169,174,177,178,181,182,184,186,191,201],convolution_algorithm:[153,162],convolution_infer:138,convolution_inference_weight_transform:138,convolution_inference_without_weight_transform:138,convolution_opt:[183,186],convolv:153,coo:[138,152],cool:[28,136,137],cooldown:[141,158],cooldown_interv:[136,137],cooldown_interval_m:[141,158],cooper:[90,98,151,154,162],coopert:82,coord:43,coord_start:156,coordin:[24,34,82,151,152,153,156,162],coordinate_transformation_mod:[151,153,162],copi:[1,3,10,15,18,20,29,35,36,58,69,106,111,132,134,136,140,141,143,145,146,152,160,161,162,177,182,199],coproc_dep_pop:[182,183,185,188],coproc_dep_push:[182,183,185,188],coproc_scop:[182,183,185,188],coproc_sync:[182,183,185,188],coproc_uop_scop:[182,183,185,188],coprocsync:161,copy_crt_config_head:145,copy_shape_func:152,copydatafromto:3,copyfrom:[35,104,146],copyintrin:161,copyright:107,copysign:161,copyto:[35,120,146],cora:[114,171],cora_v2:114,coragraphdataset:114,core:[15,26,30,53,61,70,71,83,84,91,92,93,94,95,102,106,111,134,136,137,138,144,161,165,174,177,178,182,189,190,199],coreml:[51,52,138,150,197],coremltool:[42,150],corner:[151,153,162],correct:[4,5,9,10,15,20,21,29,32,35,40,44,53,59,79,91,95,98,99,100,101,102,111,123,124,128,132,137,148,155,157,161,164,166,170,178,183,185,190,195,199],correctli:[9,12,21,24,28,30,32,36,90,91,92,93,94,95,107,132,139,148,150,152,161,162,189],correl:[153,162],correlation_nchw:162,correpsond:161,correspond:[2,3,6,7,8,12,13,14,15,16,18,20,23,25,32,35,36,37,49,56,60,100,128,136,137,141,143,144,146,147,148,149,152,153,154,155,156,157,158,159,160,161,162,164,166,167,169,170,182,183,185,190,199],correspondingli:12,corresspond:160,corston:107,corstone300:107,cortex:[9,103,106,113,171,172],cosh:[152,160,161,162],cost:[6,18,23,57,58,63,64,66,90,91,92,93,94,98,99,100,101,102,111,130,136,137,141,144,155,158,160,174,189,190,192,196,202],cost_estim:155,cost_model:[90,144,189],cost_model_fil:136,costestim:155,costmodel:[136,144],costmodeltyp:144,could:[1,6,7,8,9,11,12,13,14,15,20,21,23,24,26,29,34,35,50,54,63,71,78,93,99,105,108,110,111,128,136,143,144,152,155,156,161,166,167,169,172,194,201],count:[5,6,9,35,79,87,136,137,141,144,147,152,154,155,156,160,161,162],count_include_pad:[153,162],count_lay:147,count_op:154,counter:[9,18,87,137],counterpart:[34,155],coupl:[1,9,10,19,20,139],cours:[6,9,34,39,155,193,198],cout:34,cover:[6,7,12,13,23,28,32,35,37,53,78,83,95,98,117,128,161,167,168,174,177,183,185,191,196,199,201],cover_rang:7,coverag:[21,174],covert:202,cp:[29,36,53,58,59,63,67,68,132,155,161,177,192],cpp:[53,111,152,160,161],cpp_deploi:57,cpp_rpc:36,cpp_rtvm:53,cpprefer:[160,161],cpptest:132,cprint:158,cpu0:107,cpu:[3,8,9,11,14,28,32,33,35,36,42,43,45,46,47,48,49,50,54,55,56,61,63,64,65,66,67,68,69,70,71,73,74,76,81,82,85,87,88,89,92,93,96,97,100,101,103,104,106,109,110,112,113,118,120,128,132,133,134,136,137,139,144,145,146,147,148,154,155,157,158,159,161,162,171,174,178,183,185,189,190,191,196,200,201,202,203],cpu_count:[0,136],cpu_implement:32,cpu_platform:0,cpu_ver:159,cpuinfo:[64,65,66,199],cpunam:[159,192],cr:46,craft:[25,40,55],crash:[53,90,92,152],creat:[1,2,3,6,7,8,9,10,11,12,14,15,19,22,23,24,25,26,28,29,34,35,36,37,49,50,53,55,56,58,60,61,62,63,64,66,67,68,82,83,91,92,93,94,98,99,100,101,103,105,106,110,111,113,122,123,124,125,127,128,132,136,137,138,139,140,141,143,144,145,146,147,148,149,151,152,153,154,155,157,158,159,160,161,162,166,167,169,172,177,182,183,185,188,190,191,192,197,201,203],create_aot_executor:[104,109],create_barri:161,create_bound_attribut:161,create_conv2d:203,create_dylib:138,create_execut:138,create_executor:[44,45,46,47,148,152],create_ffi_error:140,create_function_pass:[155,161],create_graph:[49,119,138],create_group:160,create_head:107,create_header_fil:[106,107,108],create_labels_head:107,create_llvm:[128,138],create_local_aot_executor:145,create_local_debug_executor:[105,145],create_local_graph_executor:[110,145],create_measure_batch:137,create_micro_mod:145,create_module_pass:143,create_prim_func:[160,200],create_raw_stream:158,create_schedul:[7,37,58,76,82,83,84,98,120,122,123,124,125,128,129,137,139,160,161,162,164,182,183,185,188,190,192,195,199],create_sdaccel_afi:58,create_shar:[8,54,58,63,64,66,91,93,99,101,138,158,199],create_staticlib:138,create_task:136,create_tvmjs_wasm:138,create_workload:[117,118,154],createattachpath:7,createfunctionpass:[12,34],creategraph:7,createimporttre:8,createmoduleindex:8,createmodulepass:12,createprimfuncpass:12,createreadgraph:7,createstream:3,creation:[12,23,28,35,62,137,143,161,162,177],creator:[143,149],credenti:177,crhsla:138,critic:[18,21,29,82,91,92,93,94,99,100,101],crop:[151,153,162],crop_and_res:[151,162],crop_begin_list:162,crop_end_list:162,crop_height:162,crop_siz:[151,162],crop_width:162,cropandres:4,cross:[0,6,15,53,55,61,62,65,91,93,99,101,107,137,138,157,158,159,161,169,177,188,191,193,196,198,201],cross_build:36,cross_compil:[55,65,138],cross_compilation_and_rpc:[192,198],cross_entropi:153,cross_entropy_with_logit:153,crossentropi:153,crt:[9,11,104,105,106,107,108,109,110,111,112],crt_config:[106,145],crucial:23,crystal:9,cs:114,cse:143,cse_thresh:161,cse_var_10:[83,183],cse_var_11:183,cse_var_12:183,cse_var_13:183,cse_var_14:183,cse_var_15:183,cse_var_16:183,cse_var_17:183,cse_var_18:183,cse_var_1:[76,83,84,90,123,124,125,128,182,183,185,188,189,195,199],cse_var_2:[83,84,90,124,125,182,183,185,188,189,199],cse_var_3:[83,84,90,182,183,185,188,189,199],cse_var_4:[83,84,90,182,183,185,188,199],cse_var_5:[83,183,185],cse_var_6:[83,183,185],cse_var_7:[83,183,185],cse_var_8:[83,183],cse_var_9:[83,183],csourc:35,csource_binary_op_1d:35,csource_binary_op_2d:35,csource_binary_op_:35,csource_module_cr:35,csource_relay_contrib_src:35,csourcemodul:[35,110,158],csourcemodulecodegenbas:35,csr:[8,114,138,153,162],csr_matrix:[114,153],csrmm:162,csrmv:162,csrndarrai:[138,162],csrplaceholderop:138,cstdint:35,cstdlib:35,cstring:35,csv:158,ct:[92,190],cthread:183,cthread_:183,ctrl:177,ctx:[12,76,78,143,155,161,178,182,183,185,188,200],ctx_address:8,ctxt:159,ctype:[28,43],cubic:151,cubic_alpha:151,cubic_exclud:151,cubin:138,cubla:[35,72,117,142],cuda:[1,3,6,8,14,15,20,32,33,37,40,44,45,49,62,67,72,90,92,98,100,118,122,123,124,131,132,133,136,138,139,141,144,148,157,158,159,161,190,195,197,199,200,202],cuda_a:200,cuda_b:200,cuda_cal:37,cuda_device_api:37,cuda_driv:0,cuda_mod:[8,200],cuda_modul:37,cuda_path:138,cuda_tgt:139,cuda_vers:158,cudadeviceapi:[3,37],cudagetdevic:37,cudamalloc:37,cudamemcpi:37,cudamodul:6,cudamodulenod:37,cudathreadentri:37,cudawrappedfunc:37,cudnn:[0,35,98,120],culaunchkernel:37,cumbersom:9,cumprod:[33,152,162],cumprod_strategi:33,cumprod_strategy_cuda:33,cumproduct:162,cumsum:[33,124,152,160,162],cumsum_strategi:33,cumsum_strategy_cuda:33,cumul:[33,152,162],cur_depth:79,cur_pass_ctx:[12,79],curesult:37,curl:[29,107,111],curli:167,curr_nod:35,curr_subgraph:35,curr_subgraph_:35,current:[0,1,3,4,6,7,9,11,14,18,22,23,25,28,32,34,35,43,45,46,48,50,55,56,58,63,64,66,67,68,69,70,76,78,84,95,99,100,101,102,108,109,111,114,124,131,132,136,137,138,143,144,149,150,152,153,158,159,160,161,162,163,164,167,170,172,174,183,185,191,192,197,199,201,202],current_layout:162,curv:[64,99,100,101,102,137,191],cuspars:[152,162],custom:[6,12,14,20,53,75,77,78,88,89,106,118,120,122,132,136,137,143,144,150,155,157,161,169,178,182,183,185,188,199,201],custom_addr:157,custom_convert_map:150,custom_dma:107,custom_pass:78,custom_path:138,customiz:[176,188],custompipelin:[78,143],customsketch:95,customsketchrul:[95,136],custream:37,cut:[27,111],cutlass:136,cutlass_build:118,cv2:[43,69,178],cvtcolor:69,cwd:138,cxxflag:134,cycl:[9,12,87,143,173,174,177,182,199,200],cyclic:13,cyclon:177,cyle:158,cython3:[98,99,100,101,190],cython:[28,63,98,99,100,101,132,190],cyulin:114,czf:36,czvf:29,d0:152,d1:[152,153],d2:[152,153],d3515ea31fce37df25c44b9fc6df3249:91,d37380659057397544e056461ea3bad3:94,d78e8eb6021c4cdda0ad7775d10f751a:92,d:[7,11,33,35,36,53,70,72,83,91,92,93,94,107,114,120,134,151,152,153,156,161,162,166,167,177,178,195,202],d_0:162,d_1:[153,162],d_2:[153,162],d_:[72,95,162],d_after:79,d_befor:79,d_data:55,d_i:7,d_k:162,d_n:153,d_o:7,daemon:53,dag:[7,13,90,91,92,93,94,95,136,143,189],dai:[21,22,29],daili:19,dandroid_abi:53,dandroid_platform:53,danger:5,daniil:[53,64],darknet:[51,52,150,156,179,180,181],darknet_lib:43,darknet_lib_path:178,darknet_url:43,darkroom:40,darwin20:56,darwin:[43,178],data1:[153,162],data2:[153,162],data:[0,1,2,3,8,9,12,13,15,17,18,24,33,35,36,42,43,44,45,46,47,48,49,50,53,55,59,61,62,63,64,65,66,67,68,69,70,71,72,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,117,118,119,122,123,124,125,128,129,136,137,138,139,141,143,144,145,146,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,165,167,169,173,174,178,183,185,188,189,195,196,197,199,200],data_1:[90,183,185],data_align:[83,161,162],data_bit:[153,162],data_buf:[183,185],data_buf_1:[183,185],data_data:162,data_dep_optim:[72,91,94,147,155],data_entry_:35,data_hexstr:107,data_im2col:91,data_indic:162,data_indptr:162,data_io:161,data_io_loc:161,data_layout:[0,1,65,151,153,154,161,162,169],data_mean:153,data_n_0:118,data_nd:[183,185],data_np:[90,183,185],data_or_idx:161,data_pack:[92,94,183,185],data_pad:[91,92,94],data_set:137,data_shap:[55,67,68,83,102,105,117,118,154,183,185,197],data_tvm:[90,91,92,93,94,99,100,101,102],data_typ:[55,138],data_var:153,databas:[111,137,143,144],databasetyp:144,dataflow:[13,127,154,161,165,182,183,185,188,203],dataflow_pattern:[142,155,169],dataload:111,datapar:[128,182,188,195],datapoint:141,dataproduc:161,dataset:[61,63,104,153],dataspac:3,datatyp:[2,33,64,75,143,150,153,155,158,161,162,166],datatype_field:18,datatypecod:158,datatypepattern:149,date:[29,48,55,64,67,68,69,70,132,161],db:137,dbeug:163,dbuild_shared_lib:[132,134],dc:177,dcgan:154,dcmake_build_typ:36,dcmake_c_compil:[53,59],dcmake_cxx_compil:[53,59,132],dcmake_cxx_compiler_launch:132,dcmake_find_root_path:[53,59],dcmake_find_root_path_mode_librari:[53,59],dcmake_find_root_path_mode_program:[53,59],dcmake_system_nam:59,dcmake_system_vers:[53,59],dcmake_toolchain_fil:[36,53],dcompile_with_cmsisnn:108,dcp:58,dcr:[153,162],dd:177,ddo:[72,91,94],ddr:[63,107],de10_nano_top:177,de10nano:[177,182,188],dead:[6,12,155],deadcodeelimin:155,deadlin:29,deal:[1,6,14,53,102,155],dealloc:3,deb:62,debian:[132,177],debt:[21,23],debug:[10,12,13,14,15,16,28,31,32,53,84,90,91,92,93,94,98,99,100,101,105,106,117,121,126,132,136,137,138,145,148,152,154,155,160,161,189,190,194,203],debug_cr:2,debug_executor:2,debug_flag:163,debug_get_output:141,debug_keep_trivial_loop:7,debug_mask:161,debug_modul:105,debug_skip_region:160,debugg:6,decad:111,decent:[63,111],decentr:15,decid:[9,12,13,16,21,72,111,137,155,162],decis:[18,22,24,27,136,161,170],decl:35,decl_buff:[83,128,161,162],decl_stream:35,decl_tensor_intrin:[83,128,160],declar:[3,5,7,12,13,16,18,20,33,35,55,63,90,91,92,93,94,95,120,123,125,128,136,137,138,149,152,160,161,162,164,167,174,189,195,199],declaration_conv2d_transpose_impl:162,declaration_conv3d_transpose_impl:162,declbuff:161,decod:[136,137,156,174],decodejpeg:[4,49],decompos:[153,161,162],decompose_pad:161,decompose_reduct:161,decompress:[50,71],deconstruct:[166,167,170],deconv2d:154,deconv2d_bn_relu:154,deconv:154,decor:[5,6,12,19,20,32,33,55,79,107,132,136,137,138,143,144,152,154,155,157,160,161,164,177,189,190],decoratedevicescop:161,decoupl:[13,174],decreas:[53,79],dedfa618:107,dedic:[16,53,100,111,160],deep:[6,12,13,15,35,37,40,44,53,59,62,63,67,68,70,80,111,130,144,150,154,168,171,174,176,177,183,188,191,193,196,198,200,201],deepai:111,deepcopi:[72,161],deeper:[8,24,190,193,199],deepest:147,deeplearn:62,deepli:[161,193],def:[1,4,10,12,13,14,15,19,20,24,25,32,33,36,37,45,49,50,60,65,66,67,68,69,70,71,72,76,78,79,83,84,90,91,92,93,94,95,98,99,100,101,102,107,111,114,118,119,120,122,123,124,125,128,129,136,137,138,143,144,147,150,155,157,159,160,161,164,166,167,169,170,182,183,185,188,189,190,192,195,197,199,200,203],default_buffer_param:160,default_config:145,default_context:12,default_dtyp:150,default_funct:[37,139],default_function_kernel:[90,123],default_lib0:[110,203],default_lib1:[110,203],default_lib2:203,default_module_load:137,default_param:136,default_test_target:[32,154],default_trace_act:[160,161],default_typ:150,default_valu:[152,162],defaultde10config:177,defaultgpuschedul:161,defaultvizpars:138,defin:[1,3,6,7,9,10,12,13,14,15,16,19,20,32,34,35,37,46,53,55,59,61,63,64,72,76,78,79,82,84,96,106,112,120,122,129,136,137,138,141,143,145,146,148,149,150,152,153,155,158,159,160,161,162,164,165,167,168,170,174,182,183,185,190,192,195,196,199,200,203],define_annot:[137,190],define_knob:[98,137,190],define_reord:[137,190],define_split:[98,137],define_xxxxx:190,definit:[6,7,12,13,14,18,21,32,33,34,35,37,46,49,53,64,91,92,93,94,98,99,100,101,102,105,125,127,128,136,137,138,143,144,152,154,155,158,160,161,166,167,174,189,190,196],defint:151,deform:[153,162],deformable_conv2d:153,deformable_conv2d_nchw:162,deformable_conv2d_nhwc:162,deformable_group:[153,162],defualt:162,defunction:155,defus:155,defuseop:155,deg:114,degrad:1,degre:[72,114],del:[90,105],delai:[13,111,155],deleg:[119,144],delet:[7,12,29,106,137,138,143],deliv:[29,53,177],deliveri:171,delv:1,demand:[35,95],demo:[12,50,70,84,119,131,133,155,161,172,178,203],demo_android:66,demo_ctx:79,demo_freerto:107,demo_mrvl:61,demo_vitis_ai:63,demonstr:[7,9,23,24,35,53,56,61,62,64,65,66,67,68,70,72,78,79,81,82,83,84,88,90,91,92,93,94,95,96,98,103,111,114,117,118,119,123,124,127,128,146,167,169,182,183,185,188,189,190,191,196,199,200,201,203],demostr:51,denial:17,denot:[18,55,137,143,151,153,161,162,167],dens:[14,53,55,56,62,64,65,69,79,101,111,114,117,118,147,150,152,153,154,155,162,169,174,178,197],dense_4_input:110,dense_alter_layout:162,dense_cbla:14,dense_common:14,dense_compute1:14,dense_compute2:14,dense_cubla:72,dense_data:[153,162],dense_for_large_m:14,dense_leg:162,dense_mat:153,dense_nopack:[72,102],dense_pack:[102,162],dense_schedule1:14,dense_schedule2:14,dense_shap:[152,162],dense_strategi:14,dense_weight:118,dense_weight_nam:72,densenet:154,densenet_s:154,densetospars:[72,155],densiti:[72,95],dep:63,depend:[0,1,7,8,9,10,11,12,13,15,17,28,32,34,35,36,37,43,46,53,55,56,57,60,61,63,78,82,119,122,127,134,136,139,143,150,152,155,157,158,161,162,165,167,170,172,174,177,191,194,195,199,201],depict:84,depli:[53,64,65],deploi:[8,15,18,28,35,42,43,44,45,46,47,48,49,50,58,63,69,74,80,103,111,133,141,176,179,180,181,196,197,200],deploy:[6,9,11,18,21,35,37,53,63,133,150,196],deploy_detect:[178,180],deploy_graph:54,deploy_lib:[54,63,93,197],deploy_lib_edg:63,deploy_model_on_adreno:[64,74],deploy_model_on_adreno_tvmc:[65,74],deploy_model_on_android:[66,74],deploy_model_on_nano:[67,74],deploy_model_on_rasp:[68,74],deploy_object_detection_pytorch:[69,74],deploy_param:54,deploy_prequant:[70,74],deploy_prequantized_tflit:[71,74],deploy_spars:[72,74],deploymenmt:53,deposit:28,deprec:[29,45,46,48,64,67,68,69,70,109,114,136,138,146,152,155,158,159,161,178],deprecationwarn:[45,46,64,67,68,69,114,178],depth:[2,12,29,55,79,111,152,153,161,162,174],depth_to_spac:[153,162],depthtospac:4,depthwis:[33,98,99,100,101,112,153,162],depthwise_channel:154,depthwise_conv2d:137,depthwise_conv2d_backward_input_nhwc:162,depthwise_conv2d_backward_weight_nhwc:162,depthwise_conv2d_infer_layout:162,depthwise_conv2d_nchw:162,depthwise_conv2d_nchwc:162,depthwise_conv2d_nhwc:162,depthwise_conv2d_nhwc_output:91,depthwiseconv2d:93,depthwiseconv2dn:4,depthwiseconv:98,dequant:[70,155,162],deriv:[33,35,144,154,161,166,174,178,183,185],derived_object:144,desc:[136,161],descend:[35,152,156,158,162],descent:136,descib:173,describ:[1,3,6,7,9,11,12,19,24,33,34,35,50,53,59,61,66,73,75,95,98,105,106,110,120,124,125,128,136,138,143,149,151,152,153,155,161,162,165,167,169,170,171,173,174,182,183,185,188,190,196,203],descript:[3,6,21,24,25,28,29,33,34,61,108,124,136,143,159,160,167,173,199,201],descriptor:[0,10,16,145],descropt:24,deseri:[18,35,136,158],deserialize_arg:137,design:[8,13,15,19,21,22,23,24,27,53,60,63,76,80,82,83,95,107,111,130,143,144,162,165,166,171,172,173,174,176,177,178,182,183,185,188,191,199,200,201,202],design_spac:144,desir:[1,7,10,15,53,64,72,153,154,162,164,167,188,199,202],desired_data_layout:1,desired_kernel_layout:1,desired_layout:[1,79,155,162],desired_model_path:202,desk:49,desktop:59,despit:[15,148,167],dest:155,destin:[3,63,144,150,152,161,162,177],destinatin:145,destroi:66,det:[43,178],detach:[29,69],detail:[0,1,5,7,8,9,12,14,18,27,28,29,33,34,37,39,45,47,49,50,53,63,70,71,78,95,98,111,119,123,128,132,133,137,138,140,153,158,160,161,162,166,167,170,173,175,177,192,195,196,201],detault:154,detect:[13,43,65,73,74,84,106,108,111,137,147,156,158,159,160,161,177,179,180,181,199],detect_buffer_access_lca:161,detect_featur:147,detection_box:156,detection_class:156,detection_scor:156,determin:[1,3,5,7,14,32,33,35,37,46,55,62,72,106,111,136,137,138,143,145,147,152,155,158,161,162,166,170],determinist:[6,137,190],determinst:6,determint:162,detriment:155,dev0:[29,118],dev1:118,dev:[2,8,20,29,32,35,37,42,43,44,45,48,49,55,56,58,61,62,63,64,66,67,68,69,70,71,72,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,114,117,118,120,123,124,128,132,141,147,157,158,159,161,162,177,178,189,191,192,195,197,199],dev_config:145,dev_from:3,dev_id:[147,157,158],dev_lib_cl:64,dev_mblob:8,dev_modul:199,dev_to:3,dev_typ:[157,158],devc:8,devdoc:45,devel:132,develop:[1,3,6,9,10,12,13,14,15,19,21,22,24,25,27,29,33,35,36,37,39,42,55,58,59,62,63,66,75,78,79,91,99,101,103,107,108,111,113,117,131,133,140,165,167,171,172,176,177,188],deviat:[24,28,63,138,141,152,153,154,162,191],devic:[1,2,6,9,10,11,12,15,16,18,21,24,32,35,37,39,53,55,58,62,63,64,65,69,70,71,72,84,87,90,92,94,95,98,102,105,106,107,109,110,112,114,117,118,122,123,128,133,134,136,137,138,139,141,145,146,147,148,152,154,155,157,158,159,161,163,169,172,173,177,178,182,183,185,188,189,190,191,196,197,199,200,201],device_api:[3,37],device_copi:[152,155],device_host:178,device_id:[3,35,37,158,161],device_index:2,device_kei:[55,91,93,99,101],device_metr:158,device_nam:[158,178],device_port:178,device_typ:[11,35,158,159,161],device_type_id:141,deviceapi:37,deviceapimanag:3,deviceattrkind:3,devicenam:3,df:[8,147,155,161],dfg:127,dfpattern:[149,155,203],dfpatterncallback:[149,169],dft:[152,162],dgl_g:114,di:[7,93,123],diag_ctx:12,diagnos:19,diagnost:[12,140],diagnosticcontext:12,diagnosticerror:140,diagon:[152,162],diagram:[6,7,182,185,188,196],dialect:[6,70,168],dict:[1,5,11,72,114,119,136,137,138,139,141,143,144,145,147,148,149,150,152,154,155,157,158,159,160,161,162,163],dict_to_tupl:69,dictat:182,dictattr:[143,161],dictionari:[3,4,11,12,46,56,61,65,79,137,138,139,141,143,148,149,150,152,155,158,159,160,162,169],did:[5,21,35,37,79,182,191,195,201,203],didn:[21,34,53],dietcod:171,diff_num:79,differ:[1,2,3,6,7,9,10,12,13,14,15,16,19,20,21,24,28,29,33,34,35,37,38,40,42,43,46,51,55,59,63,64,67,68,70,71,72,73,76,78,79,82,84,88,90,91,92,93,94,96,105,107,108,110,111,112,119,122,123,125,127,128,132,135,137,138,141,143,145,152,153,154,155,159,160,161,162,166,167,170,174,177,182,183,188,189,190,191,192,194,195,196,200,201],differenti:[13,24,33,40,154,155,160,162,165,170,196],differnt:114,difficult:[7,18,35,36,39,72],difficulti:[7,99,100,101],dig:[8,72,193],digil:177,digraph:138,dilat:[33,90,98,127,138,151,153,155,162],dilatedinput:162,dilation2d:[4,151],dilation2d_nchw:162,dilation2d_nhwc:162,dilation_depth:162,dilation_h:[138,162],dilation_height:162,dilation_valu:[153,162],dilation_w:[138,162],dilation_width:162,dim:[1,137,138,152,153,158,162,164],dim_match:154,dimens:[1,7,50,62,82,83,84,107,111,114,123,124,128,137,139,148,150,152,153,155,156,158,159,160,161,162,170,173,174,182,183,185,188,191,199,201,203],dimension:[6,7,53,84,137,152,153,161,162,182,188,191,195,199],diplomat:23,dir:[66,138,157,158],dir_path:[50,71],direct:[6,7,13,14,23,137,155,161,166,177],directli:[1,2,6,7,9,12,13,15,18,25,26,28,33,35,36,37,40,76,83,95,109,110,112,114,123,127,128,132,136,137,138,141,143,148,150,152,155,157,158,159,160,161,162,165,166,167,168,169,177,178,182,188,190,199,201],directori:[8,10,14,16,29,30,32,36,58,62,63,64,66,67,68,98,99,100,101,106,108,110,111,112,117,131,132,134,138,144,145,157,158,177,190,192,203],directory_path:118,directorycreatedpastatexit:138,dirnam:[50,58,71,72,118],disabl:[12,19,20,30,32,64,65,78,79,93,107,111,138,143,152,153,155,156,157,158,159,161,178,191],disable_pred:[160,161],disable_storage_rewrit:107,disable_usmp:106,disable_vector:[104,105,106,107,108,109,110,111,112],disabled_pass:[12,55,69,78,143,152,155,178,183],disagr:21,disambigu:153,disassembl:16,disbl:20,discard:[26,136,137,158],disclos:17,discontinu:199,discourag:21,discov:[110,145,190],discoveri:172,discret:[29,138,152,162],discuss:[7,9,17,18,19,20,21,22,23,24,25,28,39,46,53,72,78,84,99,100,101,136,150,155,161,162,166,167,170,182,191,199,201,203],disjoint:[7,9],disk:[11,18,28,35,42,46,62,63,111,177,191],dispatch:[12,14,15,33,34,136,137,144,152,155,159,190],dispatch_context:98,dispatch_ctx:137,dispatch_nam:122,dispatchcontext:[136,137],displac:[153,162],displai:[19,64,107,111,121,126,137,143,159,177],dist:29,distanc:[152,162],distil:[72,91,92,93,94,137],distinct:[20,161,166,167],distinguish:[100,111,166,167,170],distribut:[91,99,100,101,131,137,138,145,161,177,183,194],dither:45,div:[160,161,162],divceil:7,dive:[7,37,55],divers:[21,130,137],diversity_filter_ratio:137,divid:[6,7,24,37,59,62,76,123,138,152,153,160,161,162,178],divio:24,divis:[137,152,153,155,160,161,162],divtomul:155,dj:[7,93,123],dk:[7,152,153],dldatatyp:[18,35],dldevic:35,dldevicetyp:[3,35,158],dll:[11,132],dlopen:[43,158,159,178],dlpack:[35,59,120,141,142,146,161,162,182,183,185,188,199],dltensor:[15,35,60,120,158,161,162],dltensor_addr:60,dltype:2,dma:174,dma_copi:[182,183,185,188],dmachine_nam:[53,59],dmax_db_input_s:108,dmlc:[12,35,42,43,44,45,46,47,48,49,50,64,66,67,68,69,70,71,91,109,114,178,199],dnf:132,dnnl:35,do_fork:[105,137],do_nms_sort:[43,178],do_trac:69,doc:[12,19,20,24,27,29,30,33,36,39,42,47,49,61,62,114,135,138,152,153,161,162,199],doc_url:0,docker:[0,20,53,55,59,63,66,84,133,177,199],docker_tag:0,dockerfil:[19,63,66],docstr:[1,24,32,152,162],document:[3,6,7,8,10,11,18,20,22,23,25,27,28,33,34,36,46,47,53,56,61,62,106,134,145,150,152,153,161,163,165,166,167,168,170,171,172,177,191,202],docurl:47,doe:[1,3,4,5,7,9,13,15,17,19,24,32,33,34,35,49,59,62,70,71,76,90,91,92,93,94,104,105,106,108,109,110,111,112,120,123,131,136,137,143,145,147,150,151,152,153,155,156,157,158,159,160,161,162,166,169,170,172,174,183,189,191,192,196,197,201],doesn:[7,14,34,36,49,63,64,72,78,79,91,93,111,127,148,152,161,166,169,172,177,195,199],dog:43,dollar:111,dom:[7,160,161],dom_map:7,domain:[6,7,84,124,125,137,160,161,162,196,199,200],domin:[18,42,44,46,47,50,111,149,155,183],dominatorpattern:149,don:[8,12,13,15,19,28,29,30,34,39,56,58,66,78,79,104,105,107,109,111,127,141,143,155,157,160,161,183,202],done:[3,5,7,9,12,14,15,16,18,26,29,32,37,55,59,62,70,76,78,99,100,101,102,111,114,123,128,131,136,137,152,153,155,164,174,177,182,188,190,191,199,201],dont:[29,72],door:6,dot:[70,71,84,120,127,128,138,161,182,185,189,190,199],dot_file_path:127,dot_plott:138,dotgraph:138,dotplott:138,dotvizpars:138,doubl:[15,53,119,122,153,156,160,161,166],double_buff:160,dout_quant_scal:108,dout_quant_zero:108,down:[1,7,20,83,104,107,111,128,130,136,137,153,161,162,174,182,183,185,188,190,196],downcast:[6,12,33,34,35],downlaod:106,download:[20,28,29,42,44,45,46,47,48,55,61,62,63,64,65,66,67,68,70,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,112,114,117,118,119,120,122,123,124,125,127,128,129,132,134,157,159,163,177,182,183,185,188,189,190,192,194,195,196,197,199,200,201,202,203],download_linked_modul:157,download_model:72,download_path:108,download_testdata:[42,43,44,45,46,47,48,49,50,64,66,67,68,69,70,71,79,104,106,108,109,110,114,178,191,201],downsampl:154,downscal:111,downstream:[6,9,145],doxygen:[20,24],doyxgen:135,dp4a:161,dp:161,dpexecutor:102,dptuner:102,dpu:[61,63],dpu_target:63,dpucadf8h:63,dpucahx8h:63,dpucahx8l:63,dpucvdx8g:63,dpucvdx8h:63,dpuczdx8g:63,dq:155,dr:84,draft:29,dram:[107,174,182,183,185,188],dramat:[18,111],draw:[32,138],draw_detect:[43,178],drawn:138,drive:[9,11,21,111,127,130,132,145],driven:[10,104,108,109,110,112,127,130,137,177],driver:[3,6,8,15,36,37,53,61,64,65,106,107,112,131,132,142,145,148,158,176,177,192,194,199,200,201,202],driver_vers:158,drop:[28,177],dropout:[4,111,153,157],dropout_raw:153,dropoutwrapp:4,ds_store:29,dshape:[102,162,178],dsl:[13,200],dso:[8,35,158],dso_binari:64,dso_binary_path:64,dso_librari:8,dsomodul:35,dst:[18,150,151,161,162],dst_devic:152,dst_index:161,dst_layout:[1,152,161,162],dst_ptr:161,dst_shape:161,dst_stride:161,dtarget_model:108,dth_model_vers:108,dtype:[2,15,18,33,35,36,37,42,43,44,45,46,47,48,49,53,55,56,58,62,64,66,69,71,72,82,83,84,91,92,93,94,95,99,100,101,102,108,110,120,122,123,124,128,129,137,138,141,143,146,148,149,150,151,152,153,154,155,158,160,161,162,164,178,182,183,185,188,189,190,191,192,195,199,200],dtype_bits_hint:161,dtype_code_hint:161,dtype_dict:[1,49,50,71,104,106,108,110,141,150],dtype_hint:18,dtype_lik:152,dtype_str:161,due:[1,13,18,44,69,70,76,82,83,84,111,128,145,161,183,199],dummi:[36,70,137,145],dummy_data:72,dummy_input:72,dummy_out:72,dummyglobalinfo:143,dump:[35,36,53,70,78,90,91,92,93,94,95,117,119,136,143,144,149,152,160,161],dump_prun:144,dump_root:[2,145],dump_workload_to_dag_log:136,dumpmachin:138,duplic:[10,119,137,160,161,162],duplicated_:119,duplicated_id:119,duplicated_typ:119,durat:[90,92,136,137,157,158],dure:[3,6,7,8,9,12,14,15,16,19,20,21,22,39,46,62,63,66,87,90,91,92,93,94,95,98,99,100,101,102,105,111,117,122,132,136,137,138,140,141,143,144,148,150,151,152,153,155,157,158,161,162,170,182,188,189,190,197,199],duse_graph_executor:66,duse_llvm:66,duse_rpc:66,duse_sort:66,duse_vulkan:66,dw1:160,dw2:160,dw:153,dweight:118,dworkspace_s:108,dx:[151,153,183],dxf:36,dxwxh:153,dy:[151,153,183],dylib:[56,132],dyn:162,dynam:[2,3,4,6,8,9,11,15,33,34,36,46,59,62,91,92,93,94,102,132,134,136,137,138,150,152,154,155,158,159,161,162,171,174,196,201],dynamic_strided_slic:162,dynamictostat:155,dz:153,e2c58e45605443e8e4dd0ce586633232:91,e5:102,e9ak845b3d7f2c126dab53632aea8e012d89477:59,e:[1,3,6,7,9,10,11,12,13,14,15,17,18,19,20,21,23,24,28,29,30,32,33,34,35,36,39,40,46,49,53,55,63,66,67,68,72,76,91,92,93,94,104,106,109,111,114,129,131,132,136,137,138,143,144,145,147,149,150,152,153,155,158,159,161,162,164,166,167,169,170,172,174,177,178,192,195,196,197,201],each:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,23,28,29,32,33,34,35,36,37,46,53,55,61,62,64,72,76,78,79,82,83,91,92,93,94,100,105,106,111,112,136,137,138,139,140,143,144,147,148,151,152,153,154,155,156,158,159,160,161,162,166,167,169,170,173,174,177,182,183,185,188,191,195,196,199,200,201,202],eager:[150,203],earli:[0,20,36,53,136,137,156,191],earlier:[15,33,91,92,93,94,111,177,182,199],early_stop:[64,65,99,100,101,102,136,137,191],eas:[1,12,13,15,28,35,63,78],easi:[1,7,9,10,12,15,28,37,67,68,72,111,119,127,128,150,165,166,177,199,203],easier:[0,9,13,14,21,33,72,119,150,167,190],easiest:[59,83,132,154],easili:[12,15,16,21,24,25,32,33,35,36,98,122,125,128,132,152,166,169,170],ebug:53,ec2:[58,71,102],ec95d1874524b128a6afe8f7bff0c738:91,echo:[53,63,66,134,177],ecosystem:130,ecr:19,ed:177,edb6ed22a801665946c63d650ab9a0b23d98e1b1:50,eddi:[99,100,101,102],edg:[1,7,62,63,107,111,119,127,138,153,162,167],edge_attr:138,edit:[29,67,68,106,132,177,192,202],editor:[26,202],edu:[87,114],educ:[21,23],ee_model_version_:108,eembc:108,effect:[7,12,13,21,24,32,44,64,76,78,79,127,133,136,137,149,155,160,161,182,183,185,199],effici:[1,9,12,18,24,33,36,53,63,64,84,98,125,128,137,148,155,161,167,171,174,183,185,190,196,199],efficientnet:111,effort:[0,14,16,21,22,34,35],eg:[158,159],egor:[53,56],egyptian:[44,64,70,191,201],ehnahc:53,ehsan:195,ei:7,eight:[63,111],einstein:[152,162],einsum:[152,161,162],either:[1,2,3,6,7,9,12,13,16,19,32,35,37,76,87,102,111,132,136,138,141,143,151,152,153,155,158,160,161,162,164,167,169,170,177,200],ej:7,elabor:170,elaps:[145,202],eleg:15,elem_idx:95,elem_offs:161,elem_offset:[83,161,162],element:[6,7,14,15,24,33,37,53,83,125,128,129,138,143,150,152,153,157,158,160,161,162,164,167,169,182,190,197,199],element_typ:143,elementwis:[6,95,149,152,162,167,169],elemwis:195,elemwise_shape_func:33,elemwise_sum:[162,195],elemwisearbitrarylayout:1,eleph:[49,71],elepha:49,elf:[59,106,138],elif:[20,43,64,66,91,92,93,94,99,100,101,102,122,178,182,183,185,188,191],elig:[9,161],elimin:[6,12,17,36,78,155,161,167,178],eliminatecommonsubexpr:[78,143,152,155],elit:137,elite_num:137,ell:138,ellips:138,els:[1,8,13,18,20,33,34,35,43,44,50,58,64,65,66,67,68,69,71,72,79,90,91,92,93,94,95,99,100,101,102,106,111,114,122,123,150,152,153,162,164,165,174,178,191,192,199],else_cas:161,else_scop:152,elsewher:[106,111,167],elu:4,email:29,emb:[4,8,15,24,40,150,169],embed:[10,15,18,40,59,107,109,110,111,132,133,145,155,165,196,200],embrac:174,emcc:142,emconfig:58,emconfigutil:58,emit:[18,83,128,155],empathi:21,emphas:[111,119],emploi:[12,167],empow:130,empti:[2,7,12,16,19,35,43,49,78,79,90,95,98,117,118,119,138,143,145,146,147,150,152,155,158,160,161,162,166,167,177,189,190,191,197],empty2:166,empty_row_ind:152,emptypolici:136,emscripten:138,emul:[59,104,109,110,152,160,165,177],en:[19,160,161],enabl:[2,6,8,9,10,12,13,16,18,19,22,23,28,30,32,35,36,53,55,56,58,59,61,62,63,65,66,67,78,79,91,95,99,101,103,104,106,107,109,111,117,128,130,133,136,137,139,143,144,148,150,152,153,154,155,157,158,159,160,161,162,167,168,174,177,178,182,183,185,188,189,192,194,196,197,202],enable_autoschedul:202,enable_check:161,enable_clml:[64,65],enable_cpu_cache_flush:[91,94,102,136,137,191],enable_cse_tir:161,enable_fold:143,enable_log:157,enable_vector:161,enabled_target:[32,154],encapsul:6,enclos:[160,161],encod:[0,9,18,43,114,136,137,153,155,156,157,162,166,167,170,178],encount:[1,7,13,34,62,155],encourag:[17,19,21,22,23,24,28,37,71,84,127,160,164,199],encrypt:17,end:[1,2,6,7,13,15,24,28,30,33,34,35,36,37,40,44,51,58,64,71,72,91,92,93,94,98,99,100,101,102,106,107,111,120,136,137,138,141,143,149,152,153,155,157,160,161,162,165,166,167,168,171,176,178,189,190,195,196,202],end_column:143,end_d:[151,162],end_h:[151,162],end_lin:143,end_nod:138,end_profile_intrins:161,end_to_end:141,end_w:[151,162],end_x:162,endif:[35,66,90,110,122,123],endl:34,endpoint:[12,34,157],endswith:[50,71],energi:56,enforc:[20,21,28,33,161,170],engag:24,engin:[0,9,10,14,35,61,62,130,138,148,150,183,196],engine_config:0,engine_vers:0,english:49,enhanc:[36,59,84,199],eniron:36,enlarg:154,enough:[7,24,29,91,92,93,94,98,99,101,106,111,141,143,154,170,174,190,193],enqueu:53,enrich:[21,70,130],ensur:[0,4,7,9,19,20,21,23,24,29,30,34,36,124,128,132,141,160,161,166,170,177,182,183,185,191,201],enter:[4,12,32,66,78,79,143,167,177],enter_pass_ctx:[12,79,143],enter_postproc:161,enterpasscontext:12,enterpris:132,enterwithscop:12,entir:[2,4,6,7,32,33,35,53,59,72,105,130,133,155,158,167,177],entiti:[137,190],entity_map:137,entranc:8,entri:[1,2,3,6,12,18,35,53,75,136,137,143,152,155,156,158,161,162,167,174,196],entry_func:158,entry_funct:155,entry_nam:[82,83,84,90,95,98,189,192,199],enumer:[9,56,64,69,91,92,93,94,99,100,101,102,107,111,114,136,137,151,153,162,190,191],env:[0,53,132,137,138,143,157,163,178,182,183,185,188],env_thread:[83,90,124,160,161,195],envfunc:143,enviromnet:53,environ:[0,3,6,13,17,18,24,27,32,36,58,59,62,63,64,65,67,68,70,71,91,93,102,103,104,105,107,108,109,110,112,113,131,134,136,137,138,143,152,154,157,158,159,161,163,167,178,182,183,185,188,190,192,194,197,199],envis:174,ep:[92,94,153,154,169],epoch:111,epsilon:[65,79,153,154,162,169,197],eq:161,equal:[4,7,13,18,25,70,71,78,123,136,137,138,141,143,144,146,152,155,156,158,161,162,167,170,199],equal_const_int:162,equat:[152,153],equip:84,equival:[6,13,48,64,67,68,69,70,90,120,123,141,150,152,153,155,160,161,162,169,173,185,189,190,195],eras:[6,15,106,158,188,199],erf:[4,62,152,160,161,162],erf_leg:162,err:43,err_inst:140,errno:131,error:[9,12,16,19,21,27,28,32,34,35,46,80,91,92,93,94,98,99,100,101,106,111,131,132,136,137,138,142,143,145,150,152,155,159,160,161,162,166,170,199],error_if_no_function_matches_regex:143,error_msg:136,error_no:[136,137,190],error_render_level:161,errortest:25,errortyp:25,especi:[0,4,19,20,21,22,26,28,36,37,111,167,174],essenti:[1,12,18,23,28,33,34,53,72,76,132,164,174,199],essesti:53,establish:[7,13,23,110],estim:[72,91,92,93,94,106,111,136,137,152,155,161],estimate_tir_flop:161,et:[153,154],eta:[44,65,155],etaexpand:155,etc:[1,3,7,9,12,14,29,35,37,40,53,63,64,65,70,79,99,100,101,108,134,137,143,145,150,152,156,162,174,197],etcher:[63,177],ethernet:177,etho:[103,113],ethos_u:107,ethosu:107,ethosu_driv:107,ethosu_find_and_reserve_driv:107,ethosu_init:107,ethosu_invok:107,ethosu_mod:107,ethosu_register_driv:107,ethosu_release_driv:107,ethosu_reserve_driv:107,ethosu_scratch:107,ethosuinit:107,eval:[42,44,45,48,64,66,67,68,69,70,109,114],evalset:7,evalu:[7,13,34,36,44,45,46,47,63,64,66,82,83,84,95,98,99,100,101,102,111,137,143,148,152,154,155,158,161,162,166,167,174,177,191,192,203],evaluate_addit:199,evaluate_oper:199,evaluate_perform:102,even:[1,7,12,14,15,21,28,32,33,70,71,72,76,111,119,136,137,155,160,164,166,167,170,195],evenli:[7,152,161,162],event:[20,21,79],eventu:[7,111],ever:[1,7,111,159,169],everi:[7,12,13,21,22,32,34,35,76,83,84,90,92,98,99,100,101,106,125,127,136,137,155,161,162,164,166,170,173,174,177,183],everyon:[21,22,23,27,30,70,130],everyth:[32,49,72,106,107,111,132,166],everywher:152,evid:199,evolut:23,evolutionari:[136,144],evolutionary_search:136,evolutionarysearch:144,evolv:[6,12,21,22,40,168],ex:[7,79,87],exact:[7,138,155,161],exactli:[6,7,21,28,29,46,71,111,152,155,161,162,169],examin:[161,166,169,195,203],exampl:[0,1,2,3,4,7,9,11,12,13,14,15,16,18,19,20,21,22,24,25,27,28,29,30,32,33,35,36,38,42,43,44,45,46,47,48,50,57,59,60,61,62,63,64,65,66,67,68,70,71,72,76,82,83,87,90,91,92,93,94,95,99,100,101,102,103,105,106,107,109,110,111,112,114,117,118,119,120,122,123,124,127,128,132,134,136,137,138,139,140,141,143,144,145,147,149,150,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,177,182,185,188,189,190,191,192,197,200,201],example_ext_runtim:35,example_project:111,examplejon:35,examplejson:35,examplejson_module_cr:35,examplejsoncompil:35,examplejsonmodul:35,except:[3,5,6,9,12,13,15,16,19,20,30,33,36,49,50,63,71,72,83,100,104,106,108,110,111,120,137,138,140,143,145,152,153,161,162,166,167],exchang:[15,17,200],excis:162,exclud:[12,32,106,137,138,151,152,153,162,192],exclude_target:32,exclus:[33,84,137,138,152,162,174,199],exec:[36,64,66,67,68,91,99,100,101,148,192],exec_nam:138,execut:[0,2,3,4,7,10,11,12,13,15,16,32,35,36,37,39,52,54,59,61,62,63,64,65,67,68,70,71,72,74,77,78,79,84,85,87,89,90,91,92,93,94,95,97,98,99,100,101,102,105,106,110,111,112,113,114,116,120,125,126,128,132,134,136,138,140,141,143,144,145,148,152,154,155,157,158,160,161,167,172,177,180,182,183,185,186,187,188,189,190,192,197,198,199,201,202,203],execution_config:0,executor:[6,18,46,47,50,53,55,91,92,93,94,102,104,106,107,110,111,112,114,115,116,132,141,145,147,148,152,191,197],executor_factori:[145,152],executor_kind:154,executorfactorymodul:152,exemplifi:174,exercis:[72,177],exhibit:18,exist:[6,9,10,12,13,18,19,20,21,23,24,25,27,28,29,32,33,39,40,45,49,53,62,64,69,72,79,91,92,93,94,99,100,101,105,117,122,125,136,137,141,143,146,148,150,154,155,158,159,161,162,166,169,170,177,201],exist_ok:[106,118],exit:[4,12,32,39,76,78,79,106,107,138,143],exit_pass_ctx:[12,79,143],exitpasscontext:12,exitthesim:107,exitwithscop:12,exp10:161,exp2:161,exp:[4,5,36,62,91,92,93,94,122,152,153,160,161,162,164,195],expand:[6,32,125,137,152,155,161,162,169,190,199],expand_constructor:155,expand_dim:[45,47,48,50,62,64,69,70,79,109,152,155,162,191,201],expand_global_var:155,expand_lik:162,expanddim:4,expect:[1,4,6,7,9,10,13,18,19,21,23,25,32,33,34,35,53,63,64,66,70,71,79,91,98,99,100,101,104,120,136,137,138,143,149,151,152,153,155,161,162,166,167,182,191,199,201],expect_tx:161,expens:[18,136,155,174,191],experess:155,experi:[0,9,10,15,18,24,53,84,169],experienc:[99,100,101],experiment:[9,18,49,58,72,138,148,153,160,161],experss:[160,161],expertis:[10,23],expf:122,expir:140,explain:[2,7,10,14,15,24,27,34,53,63,91,92,93,94,105,112,152,173,174,190,202],explan:[7,24,28,53,107,167],explanatori:33,explicit:[8,32,33,35,62,93,153,155,160,161,162,167,170,190,195],explicitli:[1,12,13,16,22,23,32,40,56,78,79,83,111,143,155,158,161,164,166,167,170,182,188,201],explict:155,exploit:1,explor:[15,24,53,95,106,144,169,190,191,199,201],expon:[153,160,161,162],exponenti:[122,152,160,161,162],export_cc:118,export_datetim:11,export_directori:203,export_librari:[2,8,35,54,55,56,62,63,64,66,67,68,91,93,99,101,118,138,141,157,158,178,192,197,199],export_model_library_format:[106,108,110,145],export_node_renamed_model_path:150,export_pb:4,export_renamed_c_graph_path:150,export_rt_mod_fil:63,export_runtime_modul:63,export_shar:158,exportablemodul:145,expos:[1,3,6,12,15,37,53,56,131,136,158,161,174,176,199,201],exposur:158,expr:[1,7,12,13,15,20,33,34,49,79,114,119,122,138,139,143,147,148,149,151,152,153,154,155,156,158,160,161,162,164,167,169,197],expr_deep_equ:161,expr_functor:35,expr_id:147,expres:155,express:[6,7,9,13,14,18,21,27,32,33,37,40,63,78,80,91,92,93,94,123,126,129,143,147,148,149,151,152,153,154,155,158,160,161,162,165,170,173,182,185,189,190,193,196,198,200],exprfunctor:[34,152],exprmut:[34,78,152],exprop:37,exprpattern:149,exprrv:161,exprvisitor:[34,35,152],ext:[35,61,63,106,108,127],ext_dev:[157,158,178,182,183,185,188],ext_func_args_:35,ext_func_bodi:35,ext_func_id:35,ext_func_id_:35,extend:[7,9,14,18,29,32,34,56,62,80,128,143,152,170,174,177,182,203],extens:[0,9,12,15,16,18,28,53,55,56,75,79,84,132,157,158,160,163,165,166,169,172,188,199],extent:[5,7,76,83,136,137,143,161,174],exterior:151,extern:[2,6,9,12,33,35,40,56,90,110,115,116,121,123,126,128,138,141,155,158,160,161,162,167,169],extern_op:[120,126],extern_primfunc:160,extern_scop:117,externop:[7,160],externopnod:164,extra:[1,29,84,98,99,100,101,108,128,136,137,150,154,158,161,162,174,178,182,183,185,188,190],extra_arg:107,extra_files_tar:108,extra_tar_dir:108,extra_tar_fil:108,extract:[1,4,6,35,37,47,53,62,64,99,100,101,102,106,108,111,114,136,137,144,147,152,155,161,162,167,177,191,201],extract_from:144,extract_from_program:[64,99,100,101,102,105,191],extract_fused_funct:147,extract_intermdeiate_expr:147,extract_task:[91,92,93,94,136],extractal:[50,71],extractedtask:144,extractfusedfunct:147,extractor:144,extractprimfuncconst:161,extrapol:[151,162],extrapolation_valu:[151,162],extrem:[1,9,18,21,30,35,36,111],extrema:[151,162],f07e228ef5f642b386d23a62df615e7b:94,f0:21,f19692ed81d032b1697c08adee62f9a5:92,f1:[12,21,58,155],f1b4831e3be69b07c24f46d5513875ea:91,f2:[12,21,155],f37072fd:48,f3:21,f42xxxxxxxxxxxxxxx:29,f439cb5bb83bb6be4824f8b51c68bdb9:91,f4:21,f746zg:172,f:[4,7,12,15,33,34,37,42,43,44,45,47,48,49,50,63,66,67,68,70,72,76,78,82,83,84,98,104,105,106,107,108,109,110,111,114,119,120,122,123,136,140,143,153,157,158,160,161,162,166,167,169,178,182,183,185,188,191,195,199,201,203],f_:153,f_act:162,f_out:166,f_preproc:158,f_run:144,face:[15,20,21,22,73,74,137,161],facil:[30,166],facilit:[24,183,195],fact:[7,8,13,15,83,111,147,160,166,167,170,183],factor:[6,7,27,37,82,83,84,90,98,99,100,101,111,122,124,125,128,137,141,151,153,154,160,161,162,166,182,183,188,189,190,191,192,199,200],factor_axi:[160,161],factor_of:161,factori:[6,141,152],factory_modul:152,fadd1:199,fadd1_dev:199,fadd2:199,fadd:[37,58,161,162,199],fadd_cl:199,fadd_dev:58,fadd_parallel:199,fadd_vector:199,fail:[12,18,19,23,25,28,29,32,39,44,46,64,144,150,154,161,170,177],failur:[20,32,84],fair:141,fake:[72,137,147],fake_quantization_to_integ:155,fakequantizationtointeg:155,fall:[1,12,32,107,111,117,136,137,158,174,190,191],fallback:[7,9,12,14,35,53,72,98,102,137,155],fallback_split:137,fallback_with_reference_log:137,fallbackconfigent:137,fallbackcontext:137,falloc:63,fals:[16,19,33,34,35,37,62,64,65,66,67,68,72,79,91,94,99,101,102,105,106,108,109,118,120,136,137,138,139,141,143,145,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,167,169,170,178,192,197,199],false_branch:[34,149,152],false_offset:18,false_valu:161,famili:61,familiar:[13,23,42,98,129,193],fan:202,far:[5,6,13,15,33,35,76,111,128,160,164,199],fashion:[13,15,33,34,145,164,174,183,185],fast:[18,20,28,70,71,72,90,91,92,93,94,95,107,111,122,152,153,155,162,168,173,174,189,199],fast_erf:162,fast_exp:162,fast_memori:107,fast_memory_s:107,fast_softmax:[153,162],fast_tanh:162,faster:[2,19,59,70,71,72,84,91,92,93,94,98,99,100,101,111,132,136,137,153,160,161,162,177,190,191,201,202],fastest:[15,70,71,201],fastmath:[152,155],fatal:[25,35,49,140],faulti:177,favor:[9,12,20,21,23,28,134],favorit:[70,202],fb:50,fbgemm:70,fc1_bia:[79,197],fc1_weight:[79,197],fc:[147,154],fcache_:37,fchollet:44,fcombin:[129,160,161],fcompil:[8,54,63,64,66,91,93,99,101,138,157,158],fcomput:[160,162],fcond:161,fcuda:[122,123],fd:10,fdefault:159,fdisk:177,fdor:162,fea:137,feasibl:35,feat:114,featur:[6,13,20,21,23,24,28,29,34,35,36,53,58,72,78,83,91,92,93,94,99,100,101,102,106,111,114,132,136,137,138,144,147,151,153,154,156,158,160,161,162,165,166,169,170,176,182,183,188,189,191,192,194,196,199,201,203],feature_extractor:144,feature_strid:156,feature_typ:[64,99,100,101,102,137,191],featureextractor:144,fedora:132,feed:[50,76,111,141,160,174],feedback:[15,21,29],feel:[6,17,21,25,35,99,100,101,177,191,201],fellow:[21,22],feng:[83,200],ferplu:0,fetch:[12,18,26,28,33,53,90,98,137,144,199],fetch_head:26,few:[6,12,15,18,20,29,33,34,64,72,106,111,114,137,148,169,170,174,177,190,194],fewer:154,ff:[82,90,92,93,94],ffi:[25,37,98,99,100,101,136,140,152,190],fft:134,fgener:159,fgraph:147,fi:[2,72,82,98],fident:[129,160,161],field:[0,6,12,13,14,15,18,24,33,34,60,106,111,136,137,143,148,149,152,153,155,156,161,162,166,167,168,174,177],field_index:18,field_nam:162,fifo:[153,162,174],fifo_buff:[153,162],fig:53,figsiz:111,figur:[6,7,35,36,53,82,83,84,111,127,174,182,183,199],file:[2,8,9,10,11,14,15,18,19,20,24,25,26,28,29,30,33,35,36,46,52,53,55,56,57,58,59,60,61,62,63,64,67,68,74,77,85,89,91,92,93,94,95,97,98,99,100,101,107,110,111,112,113,114,116,118,126,132,136,137,138,144,145,150,155,157,158,160,163,167,170,173,174,177,178,180,182,183,185,186,187,188,190,191,192,197,198,199,201,202,203],file_list:[138,158],file_nam:[8,30,136,145,158],file_out:137,file_path:107,filelock:138,filenam:[11,30,91,93,99,101,136,137,138],filep:35,filepath:137,filesystem:177,filetyp:65,fill:[4,35,53,62,65,84,105,112,136,138,143,145,151,152,155,161,162,170,199],fill_empty_row:152,fill_frag:[83,161],fill_mod:65,fill_network_box:[43,178],fill_valu:[152,162],fillcolor:138,filt:162,filter:[32,53,82,83,111,123,137,152,153,154,155,156,160,161,162],filter_1:123,filter_depth:162,filter_height:162,filter_list:154,filter_s:162,filter_width:162,final_indic:[160,161],finalize_modul:118,find:[1,7,9,12,13,14,15,19,21,24,28,29,34,35,37,39,50,57,63,64,65,66,72,76,79,80,87,90,98,99,100,101,106,122,123,131,132,134,136,137,138,141,143,145,147,148,149,151,152,155,161,162,169,170,178,185,189,190,191,192,196,199,201,202],find_anchor_block:161,find_clang:138,find_cuda_path:138,find_first_valid:118,find_librari:55,find_lld:138,find_rocm_path:138,find_width8:76,fine:[26,34,72,136,191,201],fineprun:72,finer:0,finfercorrectlayout:1,finish:[7,12,14,19,35,59,63,79,102,106,111,114,137,144,158,160,161,177,178,182,188,190,196,199],finit:[152,160,161,162,166,167],fintrin:161,firefli:192,firmwar:[10,104,109,110],first:[1,2,3,5,6,7,8,9,12,13,14,15,17,19,20,21,24,26,27,28,29,32,33,34,35,36,37,39,43,53,62,63,66,67,68,70,72,76,78,82,83,84,91,92,93,94,99,100,101,102,105,106,108,110,111,114,117,118,119,123,124,125,127,128,132,136,137,138,141,143,147,148,152,153,154,155,156,157,158,160,161,162,164,166,167,169,174,177,178,182,183,185,188,190,192,197,199,200,201,202],first_few_lin:110,first_ord:[154,155],firstli:8,firstordergradi:155,firwmar:9,fit:[15,46,84,107,109,111,164,183,185,199,203],five:[111,114,162],fix:[8,17,18,19,26,28,29,32,33,39,82,83,107,119,128,136,152,162,167,177,182,183,185,190],fixed_point_multipli:[152,162],fixed_point_multiply_per_axi:162,fixm:[91,177],fixpoint:[147,170],fixtur:32,fl:169,flag:[2,9,16,24,30,35,55,56,62,105,111,132,141,143,151,157,161,163,174,199,201],flaki:[20,28],flash:[9,10,28,105,106,108,110,111],flasher:9,flat:[152,161,162],flatbuff:[50,107],flatc:50,flatten:[2,6,12,33,76,84,111,136,137,152,153,161,162,166,167,170,197,199],flatten_data:2,flattenatrousconv:155,flattenbuff:161,flattened_indic:161,flavor:54,fledg:18,flexibl:[9,12,14,18,33,57,78,120,125,133,137,143,155,167,170,172,173,191],flexibleshapedispatch:155,flight:174,flip:[64,162],float16:[5,16,36,53,64,83,118,155,161,164],float16_acc32:[53,64],float32:[0,1,2,5,7,12,36,42,43,44,45,46,47,48,49,50,53,55,56,58,61,62,64,65,66,67,68,69,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,107,109,110,111,114,117,120,122,123,124,125,128,129,137,138,143,146,147,150,151,152,153,154,158,161,162,164,166,167,169,170,178,189,190,191,195,197,199,200,201],float32x32:[84,95,199],float32x4:195,float32x8:189,float64:[5,16,36,122,164],float_:36,float_dtyp:158,floatimm:[137,161],floattensor:114,floor:[4,62,69,151,152,153,160,161,162],floor_divid:[152,162],floor_mod:[152,162],floordiv:[4,91,92,94,95,160,161,162],floormod:[4,91,92,94,95,160,161,162],flop:[87,137,161],flopcalculationerror:137,flow:[3,10,13,18,20,21,35,45,59,63,69,109,147,155,161,165,166,167,169,174,196],flowvis:45,flowvision_cach:45,fluiditi:174,flush:[9,102,136,137,158],fly:[57,63,158,161,174,183],fmap_:37,fmatch:147,fmemoiz:138,fmod:[160,161],fmt:[158,203],fn:[1,13,78,166,167,169,170],fno:78,fo:[54,72,149,160],focu:[6,12,18,21,24,33,36,40,190],focus:[6,18,24,78,80,104,199],fold:[6,12,78,148,150,152,155,161,162,166,167,178],fold_batch_norm:4,fold_const:[12,34,78],fold_old_batch_norm:4,fold_qnn:155,fold_scale_axi:167,foldconst:[1,12,34,78,79,143,152,155],foldconstantexpr:155,folder:[2,6,19,24,28,29,32,33,34,50,53,58,106,111,132,134,157,177,192],foldexplicitpad:155,foldl:166,foldr:166,foldscaleaxi:[12,69,79,143,152,155],folk:[13,17,21,28,111],follow:[1,2,3,6,7,8,9,10,12,13,14,15,18,19,20,21,23,24,25,26,28,29,30,32,33,34,35,36,37,39,42,50,53,54,57,58,59,60,61,63,64,65,66,67,68,70,71,72,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,106,107,108,111,117,118,120,122,123,124,127,128,131,132,134,137,143,144,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,172,174,176,177,178,182,183,185,188,190,191,192,195,199,200,201,202,203],follow_split:95,followup:[21,160],follwo:[143,155],font_nam:43,font_path:[43,178],font_url:43,foo:[3,19,22,30,164],foodeviceapi:3,footprint:[12,71,111,174,182,188],fopencl:122,foral:143,forbid:[124,157],forc:[9,27,108,111,160,161],force_suppress:156,forcenarrowindextoint32:161,forcibl:[91,92,93,94],foreach:166,foremost:21,forest:111,forev:111,forget:[66,162],fork:[19,26,100,137,157,161],fork_se:161,forkind:[76,161],form:[5,7,11,12,13,14,18,21,23,27,28,29,30,34,35,37,68,91,92,93,94,99,100,101,111,119,128,136,137,138,147,150,152,153,155,159,160,161,162,165,167,170,176,177,191,199,201],formal:24,format:[1,3,6,10,13,15,18,20,21,24,25,28,29,35,42,43,44,45,48,49,50,51,53,56,64,66,67,68,69,72,79,107,109,110,111,114,127,136,137,138,139,140,141,143,144,145,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,166,167,170,173,178,182,183,185,188,195,196,197,203],formatt:[21,158],former:[12,136],formula:[123,182],forrest:154,fortun:[35,95,195,200],forum:[17,18,22,23,27,39,172,203],forward:[2,19,21,22,64,69,72,102,114,117,118,122,128,134,141,153,155,161,162],forward_fold_scale_axi:155,forward_index:161,forward_shap:161,forwardfoldscaleaxi:[12,155],found:[6,12,18,29,33,34,36,37,39,63,70,76,91,92,93,94,107,111,132,136,138,140,141,143,144,145,147,148,149,151,152,161,162,166,174,177,191,199,203],foundat:[6,17,199],four:[12,27,76,83,100,111,112,125,152,156,162,174,190],fourier:[152,162],fourth:156,fout_height:183,fout_width:183,fox:64,fp16:[53,61,62,64,83,138,162],fp16_acc16:53,fp32:[53,55,70,71,83,117,138,155,162,178],fp64:162,fp8:161,fp8computeleg:161,fp8storageleg:161,fpack_import:158,fpass:[12,155,161],fpass_nam:12,fpeq:53,fpga:[58,63,174,176,178,182,183,185],fpic:[134,138],fprimalgradi:33,frac:[33,153],fraction:[111,152,161,162],fragment:[6,18,83,147,155,161,165],fragment_a:161,fragment_b:161,fragment_c:161,fragment_d:161,frame:[18,49,152,158,162,202],framework:[0,1,3,6,9,12,13,18,35,37,40,45,53,56,59,64,65,72,73,74,76,111,114,138,150,155,168,171,191,196,202],freduce_arg:161,free:[3,6,12,17,35,36,64,66,80,84,91,99,100,101,114,143,147,148,152,158,161,167,177,188,191,196,199,201],free_raw_stream:158,free_type_var:147,free_var:[18,114,117,118,147,169],freedataspac:3,freedom:13,freeli:[191,201],freerto:107,freertos_path:107,freestream:3,freeworkspac:3,freez:[4,56,155],freeze_param:[56,150],fregist:[140,143],frequenc:[136,143,147,152,158,162,173,177],frequent:[22,24,32,80,147,161],fresh:[7,170],friend:[12,13],friendli:[12,28,49,53,72,84,107,136,160,161,199],from:[1,2,3,4,6,8,9,11,12,13,15,16,18,19,20,22,23,24,28,29,30,32,33,34,35,36,37,40,42,43,44,45,46,47,48,49,50,53,54,55,56,58,61,62,63,64,65,66,67,68,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,133,134,136,137,138,141,143,144,145,146,147,148,149,150,152,153,154,155,156,157,158,159,160,161,162,163,166,167,169,170,174,177,179,180,181,182,183,185,188,189,190,191,192,195,196,197,199,200,202,203],from_caff:150,from_caffe2:150,from_coreml:[42,52,150],from_darknet:[43,52,150,178],from_devic:[16,159],from_expr:[55,78,105,143,152,161,169],from_func:161,from_func_with_separ:161,from_json:158,from_json_dict:137,from_kera:[44,52,66,150],from_keras_model:111,from_legacy_te_schedul:[76,83,84,90,123,124,125,128,129,182,183,185,188,189,195,199],from_min_ext:143,from_mxnet:[56,62,63,150],from_numpi:[45,48,70,109],from_oneflow:[45,52,150],from_onnx:[46,52,61,150,191],from_paddl:[47,52,150],from_pretrain:72,from_pytorch:[48,52,64,67,68,69,70,109,150],from_sourc:[36,61],from_tensorflow:[4,49,52,72,150],from_tflit:[1,50,52,71,104,106,108,110,111,150],fromarrai:46,fromm:72,fromminext:7,front:[13,15,51,91,92,93,94,120,153,158,162,165,167,168],frontend:[1,2,7,15,25,28,32,37,42,43,44,45,46,47,48,49,50,53,56,61,62,63,64,66,67,68,69,71,72,87,91,92,93,94,99,100,101,102,104,106,108,109,110,111,140,142,156,165,168,178,191,196,197],frontend_nam:140,frontload:34,frozen:4,frozen_func:72,fscan:124,fshape:162,fskip:155,fssl:111,fstab:63,fstream:35,ftimer:158,ftp:63,ftransform:161,ftvmcomput:14,ftvmconvertlayout:1,ftvminfercorretlayout:1,ftvmlegal:155,ftvmmixedprecisionconversiontyp:155,ftvmschedul:14,ftvmstrategi:14,fucntion:161,fulfil:[12,170],full:[6,10,11,12,18,19,34,46,61,63,67,68,70,72,108,111,112,132,138,145,152,155,161,162,167,174,177,189,192,194,201],full_dataset:111,full_lik:[152,160,162],fulli:[13,18,24,35,98,111,117,128,134,138,143,149,152,155,160,161,162,168,169,170,185,196,199],fully_connected_infer:138,fun:[6,15,72,166,167],func1:20,func2:20,func3:20,func:[5,12,35,67,68,72,76,78,82,83,84,90,95,98,114,128,136,137,138,143,144,148,154,155,157,158,159,160,161,169,189,190,192,195,199,200],func_attr:[76,83,84,90,123,124,125,128,129,182,183,185,188,189,195,199,200],func_decl_:35,func_idx:35,func_index:18,func_nam:[2,35,87,136,140,141,158,159,161],func_name_:37,func_name_regex:143,func_or_mod:161,func_pattern:169,func_working_on:161,function_pass:[12,78,155,161],functional_pil:45,functioninfo:37,functionnod:35,functionpass:[12,78,143,155,161],functionpassnod:12,functionpattern:[149,169],functions_item:[143,161],functionvar_0_0:169,functionvar_0_1:169,functionvar_0_2:169,functionworkspaceusag:11,functor:[12,138,161],functyp:[143,161,170],fundament:199,further:[7,10,13,14,17,18,20,21,28,33,34,53,82,120,145,147,158,159,160,161,167,170,174,200,201,202,203],furthermor:[7,84],fusabl:78,fuse:[2,6,7,14,33,55,78,82,83,90,95,98,117,127,147,155,160,161,162,164,169,170,189,197,199],fuse___layout_transform___4:2,fuse___layout_transform___broadcast_add_relu___layout_transform__:2,fuse___layout_transform___broadcast_add_relu___layout_transform___1:2,fuse___layout_transform___broadcast_add_reshape_transpose_reshap:2,fuse__contrib_conv2d_nchwc:2,fuse__contrib_conv2d_nchwc_1:2,fuse__contrib_conv2d_nchwc_2:2,fuse__contrib_conv2d_nchwc_3:2,fuse_l2_normalize_relu:2,fuse_model:70,fuse_op:170,fuse_opt_level:[78,155],fused_:18,fused_ax:7,fused_loop:161,fused_nn_batch_flatten:87,fused_nn_dense_nn_bias_add:87,fused_nn_dense_nn_bias_add_nn_relu:87,fused_nn_dense_nn_bias_add_nn_relu_1:87,fused_nn_softmax:87,fusedbatchnorm:4,fusedbatchnormv2:4,fusenod:7,fuseop:[6,78,147,148,155,196],fusion:[12,56,78,90,95,117,155,161,169,189,195,196,197],futur:[6,7,8,11,18,21,28,48,61,64,67,68,69,70,71,99,100,101,109,114,136,144,155,170,199],fuzzi:[149,165],fvisit:[147,161],fvp:[28,107],fvp_corstone_ss:107,fwrap:160,g:[3,6,7,9,10,11,12,13,14,15,17,19,20,21,23,24,28,29,30,32,34,35,36,39,40,55,59,63,66,67,68,91,92,93,94,104,106,109,111,114,129,131,132,134,136,137,138,143,147,149,150,151,152,153,155,158,159,161,162,166,167,170,177,178,192,195,196,197,201],g_act:162,g_aot_memori:107,g_data:114,g_nd:195,g_np:195,ga:[64,99,100,101,102,191],gain:[9,23,84,190,199],gall:110,galleri:[42,43,44,45,46,47,48,49,50,51,64,65,66,67,68,69,70,71,72,73,75,76,78,79,81,82,83,84,88,90,91,92,93,94,95,96,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,114,115,117,118,119,120,121,122,123,124,125,127,128,129,178,181,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],gamma:[136,153,162,169],gan:154,gap:171,gate:162,gather:[4,76,152,158,162,178,191],gather_nd:[152,162],gatherbound:7,gathernd:4,gatherv2:4,gatun:[64,99,100,101,102,105,137,190,191],gauss:[160,161,162],gave:191,gavin:111,gb:177,gcc:[9,12,35,36,59,61,78,91,99,101,106,132,138,192,199],gcc_0:35,gcc_0_0:35,gcc_0_1:35,gcc_0_2:35,gcc_0_:35,gcc_0__wrapper_:35,gcc_0_wrapper:35,gcc_binary_op_1d:35,gcc_binary_op_2d:35,gcc_input0:35,gcc_input1:35,gcc_input2:35,gcc_input3:35,gcn_cora:114,gcn_model:114,gcp:0,gcr:0,ge:161,gear:12,gelu:56,gemm:[9,18,76,81,85,98,153,161,174,182,183,185],gemm_count:[178,182,183,185],gemm_queu:174,gemv_impl:128,gemv_reset:128,gemv_upd:128,gen:[3,35],gen_func:166,gen_includ:203,gen_modul:[55,56,62],gen_weight:72,gene:137,gener:[2,5,6,7,9,10,11,12,13,14,15,16,17,18,20,21,22,24,25,27,28,29,30,33,34,36,37,39,40,42,43,44,45,46,47,48,49,50,51,56,57,58,60,61,62,63,64,65,66,67,68,69,70,71,72,73,75,76,78,79,81,84,88,90,91,92,93,94,95,96,98,99,100,101,102,103,104,105,109,112,114,115,117,118,119,120,121,122,124,125,127,128,129,132,134,136,137,138,139,143,144,145,148,150,151,152,153,154,155,156,158,159,160,161,162,166,167,169,171,174,176,178,181,182,183,185,188,189,190,191,192,193,194,196,200,201,202,203],general_rnn:166,generate_design_spac:144,generate_input:166,generate_measure_candid:144,generate_project:[10,28,104,105,109,110,111,145],generate_project_from_mlf:[108,145],generate_sketch:136,generated_project:110,generated_project_dir:[104,108,110,145],generated_project_path:145,generatedproject:145,generatorfoocod:3,generic_func:[14,159],genericfunc:159,genet:[137,190],genetr:53,geometr:[151,162],geometri:53,geral:28,gerum:203,get:[1,6,7,8,12,14,15,18,19,20,21,22,23,24,26,28,29,32,33,34,35,36,37,42,43,45,48,49,50,53,58,59,61,63,65,66,67,68,70,72,76,79,82,83,84,86,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,109,110,111,112,118,119,123,125,128,129,131,133,136,137,138,141,143,144,147,148,149,152,153,154,156,157,158,159,160,161,162,163,169,174,177,178,181,182,183,185,187,189,190,191,192,193,197,198,199,200,201,203],get_1d_indic:162,get_1d_pixel:162,get_2d_indic:162,get_2d_pixel:162,get_3d_indic:162,get_3d_pixel:162,get_active_lane_mask:161,get_all_tuning_record:144,get_attr:[143,161],get_block:[161,200],get_block_access_region:161,get_block_read_write_region:161,get_block_scop:161,get_calibration_data:147,get_cc:138,get_child_block:161,get_classifi:154,get_closest_index:162,get_concrete_funct:72,get_config:[98,137,190],get_const_int:162,get_const_tupl:[95,128,162],get_constructor:[143,161],get_consum:161,get_conv2d_workload:137,get_ctor:[152,154],get_ctor_stat:[152,154],get_cuda_vers:138,get_current_trac:143,get_default_qconfig:70,get_deps_by_dst:161,get_deps_by_src:161,get_devic:141,get_dltensor_addr:60,get_env:[163,178,182,183,185,188],get_exec:148,get_factor:137,get_featur:154,get_flatten_featur:137,get_flattened_buff:161,get_funct:[157,158],get_global_func:[15,120,158],get_global_symbol_section_map:138,get_global_type_var:[143,161],get_global_var:[143,152,154,161],get_global_var_stat:[152,154],get_graph_json:[2,105,110],get_group_id:122,get_imagenet_input:70,get_init_st:136,get_input:[104,141],get_input_data:6,get_input_detail:[71,108],get_input_index:141,get_input_info:141,get_int:143,get_int_tupl:143,get_inx:162,get_kind_attr:159,get_last_ffi_error:25,get_lib:[53,110],get_local_id:122,get_loop:[161,200],get_microtvm_template_project:[104,105,108,109,110,111,145],get_model:[56,62],get_nam:[152,154],get_name_stat:[152,154],get_native_generic_func:159,get_net:154,get_network:[91,92,93,94,99,100,101,102,118],get_next_index:137,get_node_attr:138,get_node_edg:[119,138],get_num_input:141,get_num_output:[137,141],get_other_opt:137,get_output:[2,6,7,42,43,48,49,50,61,64,66,67,68,70,71,72,104,109,110,114,117,118,141,178,191,197],get_output_block:161,get_output_detail:[71,108],get_packed_func:159,get_pad_tupl:162,get_pad_tuple1d:[153,162],get_pad_tuple2d:153,get_pad_tuple3d:[153,162],get_pad_tuple_gener:162,get_param:[105,106,110,148],get_pass_to_op_diff:79,get_pow2:137,get_prim_func_arg_and_result_memory_constraint:161,get_produc:161,get_property_mask:158,get_rand_index:137,get_real_imag:[70,71],get_region:147,get_result:12,get_shap:148,get_shape_from_rewritten_layout:136,get_sourc:[53,110,122,123,158,199],get_sref:161,get_standalone_crt_dir:145,get_str:143,get_synset:70,get_system_lib:[105,110],get_target:[104,105,108,109,110,111],get_target_by_dump_machin:138,get_target_default:136,get_target_device_typ:159,get_target_tripl:138,get_task:137,get_tensor:71,get_tensor_by_nam:49,get_tensor_ctor_stat:[152,154],get_top_k:144,get_total_mac_numb:147,get_trace_stack:143,get_trace_stack_s:143,get_transform:70,get_tuning_api_databas:143,get_typ:[152,154],get_type_stat:[152,154],get_valid_count:156,get_valid_implement:148,get_vscale_expr:161,get_vtcm_compaction_pass:161,get_workload:[8,79,87,91,92,93,94,99,100,101,102,137,138,150,154,197],get_workload_entri:136,getattr:[3,45,48,64,67,68,72],getattrmap:34,getblock:161,getconstint:20,getcurrentpasscontext:12,getcwd:[63,108],getenv:[65,104,105,108,110],getextsymbol:35,getfil:118,getfunc:37,getfunct:[6,37],getlin:35,getlogg:[14,98,99,100,101,190],getmemb:110,getnam:47,getopconvert:62,getpass:12,getref:34,getrootasmodel:[50,71,104,106,108,110,111],getshap:35,getsourc:35,getsymbol:8,gfile:[4,49],gflop:[91,92,93,94,98,99,100,101,102,190,191,201,202],gfortran:132,gfx900:100,gh:[19,28],gist:[42,44,46,47,66,67,68,70,154],git:[19,27,28,29,36,39,58,59,63,66,67,68,104,105,108,110,112,131,132,134,177,192],github:[0,19,20,24,28,29,42,43,44,45,46,47,48,49,50,55,58,59,61,63,64,66,67,68,70,71,87,104,105,106,107,108,109,110,111,112,114,131,133,134,153,154,155,177,178,191,192,199,201,202],githubusercont:[42,44,45,47,48,50,66,67,68,69,70,107,109,111],gitpython:0,give:[1,3,6,7,13,15,18,20,21,24,25,34,53,55,57,62,70,71,76,111,124,132,133,134,137,138,140,141,152,155,157,160,162,166,167,170,174,190,191,201,203],given:[3,4,7,9,10,12,14,18,28,32,33,34,35,37,45,48,49,53,55,62,64,70,71,78,82,87,95,127,128,136,137,138,141,143,144,145,146,147,149,151,152,153,154,155,156,157,158,159,160,161,162,166,167,169,170,174,182,183,188,191,195,199,201],givern:112,glob:[12,35,78],global:[3,7,12,15,18,30,76,82,83,84,95,98,117,118,123,124,129,136,137,138,143,144,147,148,152,153,154,155,158,159,160,161,162,165,166,182,183,185,188,189,195,199,201],global_avg_pool1d:153,global_avg_pool2d:[55,62,65,79,153,197],global_avg_pool3d:153,global_call_count:147,global_func:[143,161],global_info:[143,161],global_max_pool1d:153,global_max_pool2d:[55,62,153],global_max_pool3d:153,global_offset:161,global_pool:162,global_ptr:161,global_scal:178,global_scop:150,global_symbol:[95,155,200],global_type_var:[143,161],global_var:[143,155,161],global_workspace_1_var:203,globalinfo:[143,161],globaltypevar:[143,152,161,170],globalvar:[12,13,143,147,154,155,161,167],glossari:161,glue:[15,33,107,145],gluon:[12,56,62,67,78,150,154],gluoncv:69,gmod:[6,141],gnn:114,gnn_model:114,gnu99:134,gnu:[29,36,53,55,59,61,63,91,93,99,101,134,154,192],gnueabihf:[59,68,138,177,192],gnupg:29,go:[1,6,13,20,21,22,25,28,29,33,35,37,53,54,56,61,62,71,72,91,99,100,101,104,107,111,132,166,177,192,199,201,203],goal:[6,7,8,12,13,21,30,34,35,40,72,111,117,132,146,169,174,191,201],gobbl:[49,72],goe:[29,32,132],good:[9,13,21,23,28,33,34,35,76,90,91,92,93,94,95,98,111,125,137,189,190,199,201],googl:[20,42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,132,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],googleapi:[44,65,71,107,111],googletest:[132,134],gop:177,got:[8,53,79,111,136],govern:[1,12,23],gpart:177,gpg:27,gpio:106,gpu:[0,1,4,8,14,28,32,33,35,37,40,49,55,59,62,64,65,66,67,72,81,83,85,88,89,96,97,123,125,136,137,138,141,150,154,157,158,159,160,161,162,171,183,185,190,191,194,196,197,202],gpu_device_nam:111,gpu_implementation_large_batch:32,gpu_implementation_small_batch:32,grab:[48,64,67,68,72,199],grad:[33,153,162],grad_layout:153,gradient:[136,144,153,154,155,160,162],grain:0,grammar:165,grant:[23,107],granular:[9,12,33,78],graph:[1,3,4,6,9,11,12,16,18,35,37,40,42,44,46,47,53,54,55,59,61,62,63,65,66,71,90,91,92,93,94,95,102,104,105,106,107,109,110,112,115,116,117,118,132,136,137,138,141,143,145,147,148,149,150,152,154,155,162,165,183,185,189,191,196,197,201,202,203],graph_:35,graph_attr:138,graph_def:[4,49,72],graph_executor:[2,42,43,48,49,50,55,56,61,62,63,64,66,67,68,70,71,72,91,92,93,94,99,100,101,102,114,117,142,148,178,191,197],graph_executor_codegen:148,graph_executor_factori:145,graph_json:[2,35,148],graph_json_:35,graph_json_str:[141,145],graph_mod:110,graph_modul:141,graph_opt_sch_fil:102,graph_pack:178,graph_split:118,graph_transform:4,graph_tun:102,graphdef:[4,49,72,150],graphexecutor:[9,11,104,110,141,145],graphexecutorcodegen:148,graphexecutorfactorymodul:145,graphic:[53,159],graphlib:178,graphmodul:[42,43,48,49,50,55,56,61,62,63,64,66,67,68,70,71,72,87,91,92,93,94,99,100,101,102,114,117,118,141,152,158,178,191,197],graphmoduledebug:[2,145],graphruntimefactori:145,graphviz:[119,138],grasp:24,grayscal:111,great:[18,21,72,98,102,117,172],greater:[3,4,14,33,46,62,138,152,158,161,162,183],greater_equ:[152,162],greaterequ:4,greatli:[53,62,78,170],green:[7,138],grid:[82,83,84,90,123,124,125,128,129,137,151,153,160,161,162,182,183,185,188,189,190,191,195,199,200,201],grid_dim:37,grid_sampl:[151,162],gridsearch:[64,99,100,101,102,191],gridsearchtun:[64,99,100,101,102,137,190,191],ground:[136,191],group:[6,12,13,23,34,55,111,124,138,152,153,155,160,161,162,166,183,199],group_conv1d_ncw:162,group_conv1d_nwc:162,group_conv1d_transpose_ncw:162,group_conv2d_nchw:162,group_conv2d_nhwc:162,group_conv2d_transpose_nchw:162,group_conv3d_transpose_ncdhw:162,group_count:138,group_norm:[153,162],groupinstal:132,grow:[18,21,161],gt:161,gtar:29,gtest:[28,132],gtx:72,gu:[127,138],guarante:[7,16,28,136,147,161,174,199],guard:[157,160,161],guess:138,gui:106,guid:[6,21,34,35,37,38,39,40,49,53,56,61,62,72,111,114,132,133,136,140,161,167,176,188,190,191,192,196,201],guidanc:[23,45,203],guidelin:[21,22,27,59],gunzip:107,gussmith23:150,gv:[12,143],gx:152,gy:152,gz:[0,29,36,50,63,71,104,105,108,110,112],gzip:177,h1:166,h2:166,h5:[44,53,65,66,111],h5py:63,h:[3,11,12,14,15,18,30,33,34,35,37,39,43,63,66,76,83,90,91,92,94,98,106,107,110,111,114,136,151,153,156,160,162,166,170,174,178,183],h_act:162,h_block:183,h_end:156,h_in:156,h_init:162,h_start:156,ha:[1,3,4,7,8,9,12,13,14,18,19,21,22,23,24,27,28,29,32,33,34,35,37,39,40,44,53,55,62,64,67,68,70,71,78,82,83,84,87,95,99,100,101,107,110,111,114,117,127,128,132,134,136,137,140,143,144,147,151,152,153,155,156,158,161,162,166,167,169,170,174,176,177,182,183,185,188,190,191,192,196,199,201,202,203],hacki:5,had:195,haichen:82,hal_delai:106,hal_gettick:106,hal_gpio_togglepin:106,hal_uart_transmit:106,half:[7,53,83,138,153,161,177],half_pixel:[151,153,162],halid:[40,76,164],halideir:[5,7,76,160,164],halt:[9,32],halv:53,ham:45,hand:[7,9,13,35,55,114,143,152,160,161,162,169,201,202],handcraft:[12,128],handi:[59,132],handl:[1,3,6,7,8,9,12,13,15,27,34,35,37,49,53,56,78,80,83,95,108,114,123,124,125,129,140,143,147,150,155,158,160,161,162,165,166,167,170,195,199,200],handle_command_stream:107,handle_optimizer_config:107,handler:[10,140,155],hang:[141,158],happen:[1,12,13,21,25,26,37,56,63,79,108,117,128,137,161,162,166,182,188,199],hard:[6,21,26,36,57,111,119,155],hard_fail:155,hardcod:14,harder:177,hardwar:[0,3,6,13,20,32,35,36,39,53,56,58,61,63,70,71,72,76,83,93,96,104,105,107,109,110,111,112,117,121,126,130,136,137,142,155,169,171,173,175,176,178,182,183,185,188,189,190,191,193,194,196,198,199,200,201,202],hardware_config:0,hardware_param:[93,136],hardwareparam:[93,136],harm:34,has_attr:[143,149,169,203],has_complex_op:136,has_dtyp:[149,169],has_funct:158,has_next:137,has_shap:[149,169],has_typ:[149,169],has_workload:144,hasattr:79,hash:[6,20,29,39,64,136,137,143,144],hashabl:[136,137],hashtag:26,haskel:166,hasn:143,hat:22,have:[1,3,5,6,7,8,9,11,12,13,14,15,16,18,19,20,21,22,24,25,26,28,29,32,33,34,35,36,37,39,42,43,46,50,53,56,59,60,62,63,64,65,66,67,68,70,72,76,78,79,83,84,91,92,93,94,95,99,100,101,104,105,106,107,108,109,111,112,114,117,122,127,128,129,131,132,134,136,137,146,147,150,151,152,153,155,157,160,161,162,164,166,167,168,169,170,172,174,177,178,182,183,185,188,189,190,191,195,196,199,201,202],have_cudagraph:138,have_fp16:138,have_int8:138,have_matrixcor:138,have_tensorcor:[83,138],haven:[7,26],hbm:63,hc:83,hdf5:63,hdfgroup:63,he:154,head:[2,19,26,29,53,160,161,166],header:[0,9,35,66,106,107,112,143,145,152],header_fil:107,health:21,healthi:23,hear:21,heavi:[6,15,37,64,66,72,172],heavili:[1,18,138,155],heavlii:1,height:[69,82,83,138,151,153,156,161,162,183],hello:[15,106,138,202],help:[1,2,4,5,6,9,10,12,19,21,22,23,24,28,29,36,39,40,53,55,76,78,80,84,99,100,101,107,111,112,117,120,125,128,131,132,136,141,143,149,150,152,155,157,158,161,162,174,178,190,191,192,199,200,201],helper:[4,8,9,12,32,33,34,64,70,138,148,152,154,191,199],henc:[12,18,21,28,49,53,64,65,78,111,166,170],her:63,here:[0,1,4,5,6,7,8,10,12,13,15,18,19,20,21,22,23,25,26,27,29,30,32,33,34,35,37,42,43,44,45,46,47,48,49,50,53,54,55,58,59,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,134,137,143,152,155,157,161,162,164,166,167,168,169,170,172,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],hessar:[104,105,108,109,112],heterogen:[13,76,141,148,152,159,167,169],heurist:[6,34,62],hex:107,hexagon:[144,157,159],hi:[63,82,202],hidden:[114,153,162],hidden_dim:162,hiddxen:154,hide:[160,161,174,183],hide_private_symbol:132,hierarch:[12,136],hierarchi:[6,83,111],hierearchi:106,high:[6,9,13,18,21,23,34,35,37,40,53,56,59,61,63,71,72,82,83,84,87,91,92,93,94,96,97,99,100,101,102,111,130,134,138,144,148,152,154,161,162,164,169,171,173,174,177,188,190,191,193,196,197,198,199,201],higher:[7,14,24,30,33,62,66,71,72,83,127,132,134,136,143,155,160,161,162,166,167,169,174,177,182,190,191,195,196],higher_ord:[154,155],highest:[14,62,124,148,152],highli:[1,9,21,24,28,61,69,84,132,143,199],highlight:[13,35,158,161,177],hill:107,hill_climb:107,hint:[25,28,33,35,39,55,84,138,143,152,160,161,162,199],hip:132,hiroyuki:68,histori:[2,23,90,91,92,93,94,95,98,99,100,101,111,136,137,172,189,190],hit:[21,25,46,84,150,177,185,199],hl:[59,175],hlpuart1:106,hlx:177,hn:166,hoc:[19,170],hoge:[190,191,194,196,201],hoist:[84,148,161,199],hoistedcondit:161,hoistedletbind:161,hoistexpress:161,hoistexpressionconfig:161,hoistifthenels:161,hold:[12,15,37,84,138,141,143,152,155,161,167,170,182,191,199],holder:35,hole:170,holist:106,home:[32,61,62,114,134,177],homebrew:132,homogen:[148,152],hood:[15,37,70,127,199],hook:[28,119,138,158],hop_length:[152,162],hopefulli:13,host:[3,6,8,10,11,12,15,20,36,37,43,45,48,49,53,55,58,59,61,62,63,64,66,67,68,78,91,93,99,100,101,104,105,106,108,109,110,112,118,131,136,137,139,145,148,152,155,157,158,159,161,174,177,178,182,183,185,188,192,199,202,203],host_driven:[104,105,110,112],host_ip:[91,99,101],host_ip_address:202,hostnam:[65,202],hot:[84,152,162,199],hour:[19,21,29,63,99,100,101,177,201,202],how:[1,3,5,6,7,8,9,12,13,14,15,19,21,22,27,28,29,32,33,35,37,38,39,50,51,53,55,56,57,58,62,63,64,65,70,71,72,73,75,76,77,81,85,88,90,91,92,93,94,95,96,98,99,100,101,102,103,105,107,110,111,112,117,118,119,120,122,123,124,125,127,128,130,132,134,136,137,138,146,147,150,151,152,153,155,158,159,161,162,167,169,170,174,177,178,181,182,183,185,188,189,190,191,192,193,195,196,197,199,201,203],how_to:[46,106],how_to_compile_model:52,how_to_deploy_model:74,how_to_extend_tvm:77,how_to_optimize_oper:85,how_to_tune_with_autoschedul:89,how_to_tune_with_autotvm:97,how_to_work_with_microtvm:113,how_to_work_with_relai:116,how_to_work_with_schedul:126,howev:[0,1,3,7,8,9,10,12,13,14,15,18,21,22,28,33,35,55,67,68,70,72,78,79,83,98,108,111,112,122,125,128,132,143,149,150,152,155,158,161,164,166,172,174,177,190,191,195,199,201],howto_deploi:57,hsa:138,hsaco:199,html:[19,29,36,39,45,46,47,55,61,62,70,114,138,152,153,161,162],http:[0,18,19,20,24,25,29,36,39,42,43,44,45,46,47,48,49,50,53,55,58,59,61,62,63,64,65,66,67,68,69,70,71,72,87,99,100,101,104,105,106,107,108,109,110,111,112,114,131,132,134,136,138,151,152,153,154,155,160,161,162,177,178,191,192,199,201,202],hu:44,hua:[118,178],huawei:[91,99,101],hub:[19,48,69,70,109,131],hug:[73,74],huge:[21,155,191,201],huggingfac:72,human:[21,49,66,67,68,111,144,158,191,195,201],human_str:49,hundr:12,hutton:55,hvx:159,hw:[58,63,162,173,174,177,178,182,183,185],hw_clk_target:177,hw_emu:58,hw_freq:177,hw_spec:174,hw_ver:173,hwc:191,hwcn:[82,162],hwd:162,hwio:[1,65,79,162],hwoi:162,hybrid:[6,142,152],hybrid_argwhere_1d:162,hybrid_argwhere_2d:162,hybrid_argwhere_3d:162,hybrid_argwhere_4d:162,hybrid_argwhere_5d:162,hybrid_func:[152,160],hybridblock:150,hybridmodul:160,hybridop:160,hyperbol:[160,161,162],hypercubestart:150,hypot:161,hypothet:128,hz:143,i0:[90,91,92,93,94,95,161,182,183,185,188,200],i0_1:182,i1:[90,91,92,93,94,95,160,161,182,183,185,188],i1_inn:[90,183,185],i1_inner_out:195,i1_out:185,i2:[90,91,92,93,94,95,160,161,182,183,185,188],i2_inn:183,i2_out:183,i386:28,i3:[90,91,92,93,94,161,182,183,185,188],i3_inn:[90,183],i4:183,i5:183,i7:[84,201],i:[1,5,7,8,9,12,15,18,21,22,23,24,26,28,33,34,35,36,37,43,47,53,58,61,63,64,66,69,71,72,76,80,83,84,90,91,92,93,94,95,99,100,101,102,107,108,110,111,114,120,122,123,124,125,128,129,134,136,137,139,143,144,145,147,149,151,152,153,155,158,160,161,162,164,166,167,169,170,172,174,178,182,183,185,188,189,190,191,192,195,197,199,200,201],i_0:[161,200],i_1:[153,161,162,200],i_2:[153,162,200],i_block:185,i_init:183,i_inn:[123,124,125,189],i_inner_:199,i_inner_j_inner_fus:125,i_j_fus:161,i_k:[153,162],i_m:161,i_out:[76,123,124,125,199],i_outer_inn:189,i_outer_outer_j_outer_outer_fus:189,iandola:154,ib:[83,128,162],ic:[83,108,153,162,183,185,203],ic_block:183,ic_inn:[83,183,185],ic_out:[83,183,185],ic_tn:[183,185],icheck:[12,25,33,35,39],icheck_eq:[25,33],icheck_g:1,icheck_gt:35,icl:87,icon:19,id:[2,6,13,16,29,35,42,44,45,47,48,49,50,53,63,64,91,92,93,94,109,111,137,138,141,144,147,152,158,161,177],id_index:156,id_to_str:49,idea:[13,34,35,40,128,137,201],ideal:[1,8,9,12,21,24,111,122,155,167],ident:[4,12,13,28,70,78,119,129,137,146,153,154,160,161,162,166,167,170,173,188],identifi:[6,9,11,12,15,19,23,28,63,72,111,138,143,155,157,161,166,167,169,170,177,191,199,201],identify_equiv_term:161,identity_el:161,identity_int8:106,identity_valu:162,idiom:164,idl:36,idx1:162,idx2:162,idx:[91,92,93,94,129],idx_1:129,idx_2:129,ie:[150,158],ieee:159,if_scop:152,if_then_els:[82,83,90,91,92,93,94,129,160,161,183,195],ifcollaps:34,ifdef:[90,110,122,123],ifelseexpr:161,ifelsestmt:161,ifeq:66,ifgo:162,ifmap:203,ifnod:34,ifpattern:149,ifstream:35,ifthenels:161,ignor:[12,17,49,63,72,76,91,92,93,94,111,137,141,144,152,153,155,159,160,161,162,166,174,185,190,202],ignore_error:111,ignore_impur:155,ignore_index:[153,162],ih:203,ihw:151,ii:[83,161,174,177],ij:[152,162],ik:162,illeg:161,illumin:24,illustr:[35,37,78,84,161,166,170,190,196,199],im:[70,111],im_data:[152,162],im_h:[43,178],im_height:[70,71,156],im_info:156,im_output:[152,162],im_scal:156,im_w:[43,178],im_width:[70,71,156],imag:[1,9,28,32,40,53,58,61,63,66,67,68,70,108,109,111,133,142,154,156,168,177,197,200,201],image2d_t:53,image_batch:111,image_data:[49,50],image_dataset_from_directori:111,image_depth:162,image_height:162,image_nam:107,image_path:50,image_s:111,image_shap:[67,68,79,91,92,93,94,154,197],image_url:[49,50,71],image_width:162,imagemagick:111,imagenet1000_clsid_to_human:[42,44,47,66,67,68,70],imagenet1k_v1:[48,64,67,68,70],imagenet:[64,65,66,67,68,111,177,191,201],imagenet_2012_challenge_label_map_proto:49,imagenet_cat:[191,201],imagenet_class:[45,48,109],imagenet_mean:[191,201],imagenet_stddev:[191,201],imagenet_synset:[45,48,109],imagenet_synset_to_human_label_map:49,imagenetclassifi:64,imagin:195,imaginari:[152,162],img:[42,43,44,45,46,47,48,64,69,106,109,178],img_bgr:42,img_cb:46,img_cr:46,img_data:[107,191,201],img_i:46,img_nam:[49,66,67,68,71],img_path:[42,43,44,45,46,47,48,49,64,66,67,68,69,70,71,107,109,178,191,201],img_siz:118,img_url:[42,43,44,45,46,47,48,64,66,67,68,69,70,109,178,191,201],img_ycbcr:46,imgur:111,imm:164,immedi:[7,12,29,132,148,174],immut:167,impact:[13,30,91,92,93,94,127,155,182,191,199,201],imper:[28,170,200],imperfect:[21,164],impl:[20,32,161],implement:[1,3,5,6,8,9,12,13,16,18,25,32,33,34,36,37,53,55,62,71,76,79,82,84,91,92,93,94,95,98,99,100,101,102,105,110,114,117,119,125,128,134,136,137,138,140,143,145,148,152,153,154,155,157,158,161,162,165,167,169,170,174,182,183,185,188,190,191,195,196,197,199,200,201],implements_funct:158,implemment:9,impli:[155,158,166,182,183,185],implicit:[32,62,155,162],implicitli:[32,166],implicitpad:155,import_c:9,import_graph_def:49,import_graphdef:72,import_llvm:[9,128],import_modul:[58,158,199],import_tree_child_indices_:8,import_tree_log:8,import_tree_row_ptr_:8,importantli:[6,21,28,117,188],imported_modul:[8,53,58,110,122,123,158,199],importerror:[49,71],impos:[105,182,188],improv:[7,9,12,13,21,24,27,28,29,36,62,111,136,155,161,191,196,199,200,201,202],imread:69,imshow:[43,44,46,50,64,111,178],in_batch:153,in_buff:[160,162],in_channel:[82,83,127,151,153,162,183,185],in_channel_block:162,in_channel_chunk:162,in_degre:114,in_depth:[151,162],in_dim:162,in_dtyp:162,in_fil:[137,138],in_filt:162,in_height:[151,153,162],in_relay_integr:136,in_shap:[35,153],in_siz:[69,82,127],in_tupl:162,in_typ:166,in_width:[151,153,162],in_x:162,inc:[45,66,106,177],inc_num_ev:143,inc_scalar:166,incept:[4,154],inception_preprocess:50,inception_v3:[91,92,93,94,99,100,101,102,150,154],inceptionv1:[49,71],inceptionv3:154,includ:[4,6,7,9,12,14,15,18,20,21,23,24,25,27,29,32,34,35,37,39,51,57,59,60,61,62,63,66,70,71,75,87,90,95,104,105,106,107,108,109,110,111,112,117,119,128,132,133,134,136,137,138,141,143,147,148,149,152,153,155,158,159,160,161,162,163,165,166,167,169,170,171,174,176,177,182,183,185,188,189,190,191,194,196,197,199,201,202,203],include_compat:136,include_config:137,include_input:160,include_non_call_op:155,include_simple_task:136,include_top:[44,65,66],inclus:[9,18,23,33,137,138,152,170],incom:[153,174],incompat:[152,177],incomplet:[33,143,165],incompletetyp:[143,170],incompletetypenod:33,incorpor:[34,40,53,110,117,120,173,174],incorrect:[69,160,161],incorrectli:28,increas:[21,35,53,62,64,66,78,79,84,107,136,137,141,152,158,161,162,170,177,183,185,191,199,202,203],increment:[11,28,40,136,143,173,200],incub:154,inde:[10,34,123,182,188],indec:152,indent:[20,158],indent_spac:158,independ:[6,7,27,53,91,92,93,94,155,190,199,201],index:[1,2,6,7,8,15,18,24,33,34,35,36,42,44,45,47,48,61,62,71,72,84,104,107,108,109,111,114,127,128,129,130,136,137,141,143,149,152,155,156,160,161,162,164,167,169,170,178,183],index_0:161,index_1:161,index_a:161,index_b:161,index_c:161,index_d:161,index_dtyp:161,index_dtype_overrid:160,index_map:161,index_of:161,index_rank:152,index_var_0:161,index_var_1:161,indexdiv:[160,161],indexerror:161,indexexpr:[1,170],indexmap:161,indexmod:[84,160,161,199],indexof:1,indian:49,indic:[0,2,5,6,8,12,13,14,22,23,25,30,33,37,72,76,82,95,108,112,114,127,136,137,138,143,150,151,152,153,155,156,160,161,162,164,166,167,169,170,174,177,178,182,188,191,199,201],indices_or_sect:[147,152,162],indirect:[13,18,25],indirectli:83,indispens:166,indivdu:155,individu:[12,19,23,28,55,78,82,119,127,141,153,155,158],indow:[153,162],indptr:[72,95,114,153],induc:161,induct:170,ineffici:18,inevit:79,infeat:114,infeat_dim:114,infer:[1,2,7,9,10,11,12,13,18,34,37,55,56,59,61,62,66,67,91,92,93,94,99,100,101,102,103,106,107,108,110,114,127,128,134,136,137,138,141,143,148,152,153,155,158,159,160,161,162,167,170,171,172,182,183,185,191,192,197,201],infer_bound_from_st:136,inferbound:[6,37,136],infercorrectlayout:155,inference_input_typ:111,inference_output_typ:111,inferfrag:161,infertyp:[1,34,56,78,79,105,143,149,155,169],infertypeloc:155,infin:161,infinit:[34,106,137,152,160,161,162],inflect:203,influenc:23,info:[0,12,14,37,45,62,66,67,68,78,79,91,92,93,94,99,100,101,102,107,112,138,143,155,158,161,177,192],infom:161,inform:[2,6,7,8,10,12,16,17,18,20,23,24,28,29,32,33,34,35,36,37,39,53,55,63,64,76,79,87,91,92,93,94,99,100,101,106,108,112,119,127,128,136,137,138,139,140,142,143,144,149,150,152,155,158,159,160,161,162,166,167,170,174,177,178,191,193,195,199,201],infra:[12,18,34,75,77],infrastructur:[1,6,18,34,37,55,78,79,137,143,144,145,155,167],ing:28,ingest:[6,196],ingredi:153,inherit:[35,138,149,167],ini:19,init:[8,29,37,83,95,104,105,108,110,112,123,124,132,136,160,161,166,182,195],init_block:161,init_net:150,init_popul:136,init_search_callback:[90,94,95,136,189],initi:[2,6,8,9,10,11,12,13,20,28,35,37,53,61,95,99,100,101,106,111,124,136,137,138,143,152,154,157,158,160,161,162,174,182,183,185,188,190,197,199,200],initial_indic:[160,161],inject:[14,76,128,161],injectcopyintrin:161,injectdoublebuff:161,injectpermutedlayout:161,injectprefetch:161,injectptxasynccopi:161,injectrollingbuff:161,injectsoftwarepipelin:161,injectvirtualthread:161,inlin:[1,6,9,13,18,37,82,95,98,125,128,136,155,160,161,167,199],inline_mark:161,inline_onc:155,inline_primit:18,inlinecompilerfunctionsboundto:155,inlineprivatefunct:161,inner:[7,76,84,95,125,127,128,137,141,151,152,160,161,162,167,173,182,183,185,190,199],innermost:[7,128,152,161,162,183,199],innerpart_factor:161,ino:111,inp:[69,70,137,139,162,169],inp_buff:182,inp_dtyp:[182,183,185,188],inp_load_nbyt:[178,182,183,185],inp_max:[183,185],inp_scop:[182,183,185],inp_width:[182,183,185],inplac:[70,161],input0:[35,48,64,67,68,69,109,119,150],input1:[35,119,150,202],input2:[35,119,202],input3:[0,35,61],input:[1,2,3,4,6,9,12,13,14,15,18,33,36,37,39,42,43,44,45,46,47,48,49,50,53,55,59,61,62,63,64,65,66,67,68,69,70,71,72,82,83,90,95,98,102,105,106,109,110,111,112,114,118,119,120,121,123,124,126,127,128,136,137,138,139,140,141,143,144,147,148,149,150,151,152,153,154,155,156,158,159,160,161,162,166,167,169,170,173,174,178,182,183,185,189,190,191,197,199,200,202],input_0:150,input_1:[44,66,72,104,123,150],input_1_int8:106,input_2:[65,123],input_channel:138,input_data:[48,56,62,63,64,67,68,71,107,109,154,197],input_detail:[71,108],input_dict:[72,141],input_dim:114,input_dtyp:[50,108,110],input_height:138,input_indic:155,input_info:150,input_mod:[12,155],input_modul:143,input_nam:[0,46,48,63,64,66,67,68,69,70,102,104,106,108,109,141,191],input_scal:162,input_shap:[0,44,48,50,56,62,63,64,65,66,67,68,69,70,72,91,92,93,94,99,100,101,102,104,106,108,109,110,111],input_shape_dict:0,input_spec:72,input_tensor:[37,50,98,110,160],input_til:[92,94],input_total_s:108,input_type_dict:0,input_value_dict:0,input_width:138,input_zero_point:162,inputlay:111,inputnod:148,inputs_dict:61,inputtensor:7,ins:[83,120,128,160,162],ins_port:174,insert:[1,12,19,63,78,120,125,143,150,152,155,160,161,162,167,174,177,182,183,188,199],insert_transform_stag:136,insid:[7,8,10,12,13,19,28,32,53,63,66,84,98,106,117,132,136,137,152,161,166,167,174,183,188,199],insn:174,insn_count:174,insn_decod:174,insn_t:174,inspect:[6,8,12,20,29,33,71,84,90,95,98,111,118,120,127,158,166,190,199,200],inspir:[12,119,138,167],inst:[3,79],instal:[19,24,28,29,32,36,42,43,44,45,46,47,48,49,50,53,59,61,63,64,66,67,68,69,71,91,114,119,130,176,192,193,196,198,201,203],install_path:55,install_root:58,installaiton:132,installdebugspan:161,instanc:[9,12,28,32,34,58,71,78,79,102,112,137,138,141,143,145,149,152,153,156,159,161,162,166,167,170,173,174,191],instance_norm:[153,162],instant:15,instanti:[3,9,18,137,162,170],instantiationerror:137,instead:[2,3,4,6,7,10,12,15,18,20,24,26,28,29,33,34,35,36,45,46,48,49,59,62,64,67,68,69,70,72,76,78,102,107,109,111,114,119,122,124,128,129,132,133,136,137,138,143,145,146,150,151,152,153,154,155,158,160,161,162,164,166,167,170,177,178,182,183,185,188,190,196,199],instruct:[6,9,21,24,28,36,37,47,53,59,61,64,65,66,67,68,70,71,72,83,84,87,94,95,106,107,108,128,132,134,152,159,161,171,177,191,192,194,199],instrument:[18,75,77,78,142,161],instrumentafterpass:12,instrumentbeforepass:12,instrumentboundcheck:161,instrumententerpasscontext:12,instrumentexitpasscontext:12,instrumentprofileintrins:161,insul:136,insur:169,int16:[5,16,36,153,162,164],int32:[5,6,7,36,55,72,76,83,84,90,95,114,123,124,125,128,129,138,143,147,149,151,152,153,158,160,161,162,164,166,167,170,182,183,185,188,189,195,199],int32_max:93,int32_t:[9,107,110,203],int64:[5,16,36,147,152,161,162,164],int64_t:[15,18,20,35,90,122,123],int8:[5,16,36,61,104,106,128,138,147,161,162,164,170,178,182,183,185,188],int8x4:161,int_dtyp:158,int_valu:20,integ:[6,7,11,15,16,18,27,30,33,60,63,107,111,137,138,143,144,147,152,153,154,155,158,160,161,162,166,167,170,173,174,182,185,188],integr:[1,9,10,18,19,32,33,35,80,106,107,110,133,136,145,167,176,177,203],intel:[0,1,35,40,69,71,84,102,128,132,159,199,201,202],intel_graph:159,intelfocl:188,intelfpga_lit:177,intellectu:53,intend:[1,3,6,9,16,18,32,33,111,119,138,145,158,159,162,166,191,201],intens:[21,64,65,84,91,92,93,94,191,199],intent:[21,28,55,156],intention:[177,183,185],intepret:148,inter:12,interact:[6,10,12,21,22,23,28,32,37,42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,136,138,139,143,145,148,161,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],interest:[3,5,6,7,12,13,15,21,22,33,37,53,71,78,108,131,133,137,151,162,177,191,200,201],interfac:[2,3,6,9,12,16,21,24,28,33,34,35,37,59,62,73,74,76,78,84,87,106,107,108,111,118,119,122,136,137,138,144,145,148,155,157,158,159,164,169,174,193,196,198,199,201,203],interface_api:203,interleav:[56,137,153],interm:169,intermedi:[3,6,9,13,35,37,56,83,111,120,124,149,150,153,155,158,160,161,162,165,182,183,185,188,196,199],intern:[1,6,9,12,21,23,24,25,27,33,34,35,39,100,107,117,120,127,136,137,140,141,145,152,155,157,158,160,161,162,167,199,203],internal_kei:157,internal_lay:154,internal_log:157,internal_port:157,internal_url:157,internalerror:[25,140],internet:[20,43,177],interop:13,interoper:37,interpol:[45,151,162],interpret:[3,10,13,16,18,30,39,71,108,127,139,148,152,170,182,188,191,201],interpreter_wrapp:71,interprocedur:155,interrupt:9,intersect:[160,161],interv:[7,136,137,138,141,152,158,162,174],interval_al:137,intervalset:7,interwoven:162,intimm:[76,137,143,149,155,159,161,162],intra:12,intract:78,intrin:[160,161],intrin_func:[83,128],intrin_gemv:128,intrin_math:[122,126],intrin_wmma_gemm:83,intrin_wmma_load_matrix:83,intrin_wmma_store_matrix:83,intrins:[6,33,40,121,126,143,160,161,162,173,174,182,188,197],intro_topi:[195,198],introduc:[1,3,6,7,8,12,13,14,15,18,21,24,25,28,35,60,78,99,100,101,119,127,129,138,161,167,169,170,182,183,192,199,201,203],introduct:[6,12,15,38,59,110,123,124,125,127,128,167,188,193,198,199],introductori:[42,43,44,45,46,47,48,49,50,69,114,182,195,199,203],introspect:[152,155],intrp:45,intuit:12,invalid:[9,64,91,92,93,94,98,99,100,101,102,124,140,162,191],invalid_to_bottom:156,invalidshapeerror:162,invari:[8,39,161],inventori:[6,33,53,162,167,195,196],invers:[92,94,137,152,154,155,161,162],inverse_index_map:161,inverse_indic:[152,162],inverse_map:161,invert:[152,160],invert_permut:[152,162],invest:21,investig:6,invit:177,invoc:[12,18,56,167,170],invok:[8,9,10,11,12,14,15,34,35,37,62,63,71,78,83,120,122,128,137,138,143,147,155,157,158,161,167,169,182,183,185,188,192,199],involc:64,involv:[7,21,22,23,34,53,105,123,129,136,153,161,166,167,199],io:[0,35,44,56,57,137],io_size_byt:11,iodhw:153,ioff:[153,162],iohw:[153,154],ios_rpc:36,iostream:35,iot:[111,172],iotimeouterror:145,iou:156,iou_loss:156,iou_threshold:156,iow:153,ip:[36,53,63,66,67,68,91,99,101,131,157,177,178,182,183,185,188,192,202],iphon:15,ipo:12,ipynb:[42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],ir:[5,7,9,12,15,18,37,64,70,71,72,78,79,83,84,90,95,117,122,123,124,125,128,129,132,136,137,138,139,142,144,147,148,149,152,153,154,155,158,160,161,162,164,165,167,169,182,183,185,188,189,190,195,196,197,199,200],ir_build:[83,128],ir_mod:152,ir_modul:[12,76,83,84,90,123,124,125,128,129,144,148,182,183,185,188,189,195,199,200],ir_module_from_t:200,ir_pass:37,ir_prefix:158,ir_transform:[76,161],irbuild:6,irmodul:[3,6,12,55,67,68,69,76,78,104,105,109,114,119,136,138,139,143,144,147,148,149,150,152,154,155,159,161,167,169,178],irnod:[6,143],is_add_or_sub:169,is_ascend:[152,162],is_auto_scheduler_en:136,is_avail:138,is_binary_serializ:158,is_const:[149,169],is_conv2d:169,is_dso_export:158,is_elemwis:169,is_equival:161,is_equivalent_to:161,is_expr:[149,169],is_if:[149,169],is_index_valid:137,is_let:[149,169],is_lshift_requir:[161,162],is_meta_schedule_en:144,is_multipli:[153,162],is_op:[149,169,203],is_proxi:157,is_pure_funct:161,is_recurs:147,is_rshift_requir:[161,162],is_runn:158,is_shallow:154,is_sort:[152,162],is_source_path:138,is_strict:161,is_system_lib:158,is_tun:[64,65],is_tupl:[149,169],is_tuple_get_item:[149,169],is_var:[149,169],is_void:33,isa:[84,174,199],isfil:[64,99,100,101],isfinit:[4,152,160,161,162],ishap:[154,162],isinf:[4,152,160,161,162],isinst:[12,35,71,76,79,119,122,136,140,143,149,155,161],isn:[3,4,9,20,36,90,131,136,138,166,189],isnan:[4,152,160,161,162],isnullptr:161,isol:[15,90,91,92,93,94,137],isop:35,issu:[9,16,21,23,27,28,29,39,46,78,87,111,112,150,161,169,174,196],isystempath:9,item:[72,95,137,143,148,149,152,153,155,161,162,169,178,182,183,185],item_list:148,items:158,iter:[0,5,6,7,18,21,28,64,78,82,84,95,119,124,136,137,138,144,154,160,161,166,174,182,191,199,200],iter_typ:161,iter_valu:161,iter_var:[117,123,128,161,182,183,185,188,195],itertool:72,itervar:[64,99,100,101,102,127,137,158,160,161,191],itervarnod:7,itervarrel:7,its:[1,2,3,5,7,8,9,10,12,13,15,17,18,19,20,21,32,34,35,36,37,49,60,64,65,66,67,68,72,82,90,95,102,106,111,127,130,132,136,137,138,140,143,144,147,149,152,153,155,158,159,161,162,164,166,167,169,170,174,182,183,185,189,190,191,200,201],itself:[3,6,7,10,12,13,15,19,23,33,34,45,53,70,71,111,155,157,161,167,169],iv:7,ivar:160,iw:203,j0:95,j10:66,j1:95,j2:[108,177,192],j4:[67,68,132,177,192],j:[7,33,35,36,59,63,83,92,93,94,95,120,123,125,128,129,136,137,152,153,160,161,162,164,183,185,189,190,203],j_0:161,j_1:161,j_init:183,j_inner:[7,125,128],j_outer:[7,125,128],jacobian:160,jag:18,jain:1,jan:107,java:[6,15,50,53,54,107,135],javadoc:135,javascript:[6,15],jbbehxn:111,jcf94:136,jenkin:29,jenkinsfil:[19,32],jetpack:62,jetson:[62,73,74],ji:164,jia:[90,91,94,95,189],jian:[76,84,154],jiang:[68,118,125,129,178,192],jit:[35,37,47,48,60,64,67,68,69,70,109,148,150,176,177,178,182,183,185,188],jite:148,jited_func:148,jitimpl:35,jj:83,jk:162,jni:53,jo:164,job:[7,15,19,36,99,100,101,102,111,155,158,190,191],jocelyn:[194,196,202],join:[22,42,44,45,46,47,48,49,50,63,64,66,67,68,70,71,72,107,109,110,118,136,144,152,158,162],join_running_task:144,joint:[13,117,137],jointli:136,jonathancmitchel:66,josh:72,joshua:[42,46],jpegdecod:49,jpg:[43,49,69,71,106,107,111,178,191,201],js:[42,44,45,46,47,48,50,64,66,67,68,70,109],json:[0,2,3,6,9,10,11,18,35,53,54,55,58,61,65,72,90,91,92,93,94,95,104,105,106,110,136,137,141,143,144,148,158,163,173,174,177,178,182,183,185,188,189,191,196,197,199,201,202,203],json_dict:137,json_str:143,jsonabl:136,jsondatabas:[143,144],jsonnod:55,judg:111,judgment:21,judici:9,jump:[1,18,36,174],june:203,jupyt:[42,43,44,45,46,47,48,49,50,59,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],just:[1,5,6,7,8,11,12,13,15,18,26,32,33,35,36,49,53,62,76,83,91,92,93,94,99,100,101,106,107,110,111,117,118,119,127,128,132,137,143,152,155,161,162,164,166,167,169,170,177,190,191,199,200,201],justif:0,jw1:160,jw2:160,k0_k1_fused_k2_fused_inn:195,k0_k1_fused_k2_fused_inner_v:195,k0_k1_fused_k2_fused_out:195,k1:195,k:[2,27,28,35,64,72,79,83,84,91,92,93,94,95,106,123,124,128,129,136,137,138,144,152,153,156,160,161,162,164,178,182,183,185,189,190,195,196,199],k_0:161,k_1:161,k_elemwis:169,k_inner:[84,123,189,195,199],k_inner_v:123,k_outer:[84,123,189,199],k_outer_1:123,kaim:154,karen:154,karrayhandl:35,katanbaf:106,kato:66,kaxi:84,kazutaka:42,kb:[9,106,111,199],kdatapar:127,kdlcpu:3,kdlcuda:3,kdlextdev:3,kdlfloat:35,keep:[1,7,13,15,18,22,25,28,35,37,66,67,68,76,91,99,101,111,114,117,129,136,137,138,152,153,155,156,158,160,161,166,167,170,174],keep_background:156,keep_for_debug:[138,203],keep_orig_output_dtyp:155,keep_quantized_weight:150,keepdim:[152,162],kei:[8,9,11,12,13,15,21,23,24,27,34,36,37,39,53,55,64,66,69,72,79,91,92,93,94,98,99,100,101,102,106,110,112,114,136,137,138,141,143,147,148,149,150,154,155,157,158,159,161,167,176,196,202],kept:[28,78,152,157,162,166],kera:[51,52,53,61,72,111,150,201,202],keras_mobilenet_v2:66,keras_out:44,keras_resnet50:44,kermani:195,kernel:[1,6,9,14,15,16,18,37,40,46,53,55,56,59,64,65,72,90,98,99,100,101,102,106,107,117,120,121,123,125,126,127,128,134,137,138,143,148,150,151,153,155,157,160,161,162,169,174,177,182,183,195,199],kernel_1:[90,183],kernel_buf:183,kernel_buf_1:183,kernel_depth:162,kernel_h:[83,162,183],kernel_height:[138,151,162],kernel_layout:[1,65,105,151,153,154,162],kernel_nd:183,kernel_np:183,kernel_pack:183,kernel_s:[1,65,79,105,117,118,147,153,154,155,162,169,197],kernel_scop:98,kernel_shap:[46,83,183],kernel_shar:90,kernel_shared_1:90,kernel_shared_ax0:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fus:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o:90,kernel_shared_ax1:90,kernel_shared_ax2:90,kernel_shared_ax3:90,kernel_w:[83,162,183],kernel_width:[138,151,162],key_aft:79,key_befor:79,key_list:159,key_to_classnam:[45,48,109],keyword:[1,5,35,104,108,112,138,143,159,162,167],keyword_spot:104,keyword_spotting_int8_6:104,kfactor:84,kglobalsymbol:161,kh:[83,90,98,153,162,203],khz:158,ki:[83,84,123,182,199],kick:[90,95,189],kill:[90,91,92,93,94,155,157,177],kind:[3,7,13,53,67,76,91,92,93,94,111,118,143,144,147,148,152,159,161,167,170,190,199],kind_nam:159,kindli:22,kit:[58,108,172,177],kitten:[107,191,201],kitwar:132,klaiber:203,kmaxclockr:3,kmaxdeviceapi:3,kmd:36,kndarraycontain:35,knob2point:137,knob:[21,64,99,100,101,102,111,137,190,191,196],know:[5,7,12,13,16,20,22,24,28,34,35,37,55,67,68,111,128,155,160,161,203],knowledg:[24,35,111,128,167,199],known:[4,6,7,18,20,21,29,33,53,76,143,152,155,160,161,162,167,170,199],known_failing_target:32,ko:[83,84,123,182,199],kopaqu:33,kria:63,krishna:[53,64,65],kscope:7,kshape:154,ktarget:161,kv260:63,kw:[83,90,98,104,108,153,162,203],kwarg:[36,137,138,141,143,144,149,154,158,159,160,161,163],kwarpsiz:3,kws_ref_model:104,l1:[53,84,166,199],l243:50,l2:[53,55,153,158,166],l2_cache_size_byt:158,l2_normal:153,l4r5zi:106,l:[46,63,110,120,124,128,137,153,160,162,166,177,189,190,191,201],l_1:161,l_2:161,l_:161,l_i:161,l_n:161,label:[9,19,22,49,50,66,67,68,69,71,104,111,114,137,162,178,191,201],label_batch:111,label_fil:50,label_file_url:50,label_lookup_path:49,label_map:49,label_map_url:49,label_mod:111,label_path:[49,50],labels_fil:107,labels_mobilenet_quant_v1_224:[50,107],labels_path:[107,191,201],labels_url:[191,201],lack:[11,13,24,167,174],lai:174,laid:[1,162],lake:0,lambda:[7,12,18,37,53,58,72,76,82,83,84,95,111,118,120,122,123,124,125,128,129,136,137,139,149,155,160,161,162,169,182,183,185,188,189,190,191,192,195,200],lambda_lift:18,lambdalift:155,lan:177,lanczo:45,land:[19,21,28,152,162],lane:[123,137,158,160,161,170],langref:161,languag:[5,6,9,10,13,15,18,20,25,33,37,40,106,125,130,132,138,148,149,152,160,161,166,167,170,182,188,189,190,191,193,196,199,200,202],lanteci:136,lapack:[152,162],laptop:[59,134],larg:[5,7,9,12,18,19,21,28,69,71,78,82,83,90,91,92,93,94,98,100,111,137,152,154,155,165,183,185,189],larger:[21,99,100,101,128,136,152,155,160,162,191],largest:138,last:[1,7,14,25,26,29,33,35,72,76,83,90,91,92,93,94,98,111,127,132,136,143,149,150,152,153,155,156,160,161,162,177,182,183,185,188,200],last_lay:[43,178],lastli:[63,111,182],latenc:[63,71,82,83,91,92,93,94,102,136,137,143,145,155,160,174,183],latent:44,later:[1,12,13,18,21,23,26,32,35,36,53,66,78,82,90,91,92,93,94,95,105,107,124,125,128,136,137,143,149,152,158,161,164,166,167,170,188,189,190,191,199,201,202,203],latest:[27,29,72,79,87,132,177],latin1:114,latter:[6,12,161],launch:[6,9,10,15,30,35,37,53,58,64,90,91,92,93,94,98,99,100,101,102,110,131,136,157,160],launch_param_config_:37,launch_param_tag:37,launch_thread:[83,90,123,124,125,195],layer:[4,6,9,12,16,21,43,55,62,72,78,88,89,98,106,108,111,112,134,145,147,153,154,155,156,162,168,169,177,178,182,183,185,191,196,199,201,203],layer_attr:[43,178],layer_count:147,layer_nam:114,layer_norm:[62,153,162],layer_out:[43,178],layer_schedul:0,layout:[2,6,12,14,18,40,44,49,50,53,55,59,65,82,83,91,92,93,94,95,102,110,117,136,139,145,150,151,152,153,154,155,156,160,161,162,169,170,178,183,185,188,189,191,197],layout_free_placehold:[136,189],layout_info:162,layout_rewrit:136,layout_rewrite_opt:136,layout_str:161,layout_transform:[1,62,79,152,162],layout_transform_map:161,layoutconfig:155,layoutrewriteopt:136,lazi:[23,158],lazili:155,lazygradientinit:155,lbl:111,lc:132,lca:161,ld2_gpio_port:106,ld2_pin:106,ld:[63,107,132,134,138],ld_library_path:[36,64],ldconfig:134,ldexp:161,ldflag:132,ldmatrix:161,ldot:153,le:161,lead:[1,14,20,67,68,137,152,161,177],leader:21,leaf:[7,127,161],leaki:[153,162],leaky_relu:[62,114,153,162,169],leakyrelu:4,leandro:201,learn:[12,13,14,15,18,22,35,37,40,44,53,59,62,63,67,68,70,76,80,90,91,92,93,94,122,128,130,137,150,154,165,168,171,172,174,176,177,188,189,190,191,193,194,196,198,200,202],learnabl:153,learning_r:111,leas:203,least:[23,29,72,91,92,93,94,134,136,145,155,161,164,167,174],leav:[4,6,12,21,24,28,35,53,91,132,160,161,177,185],led:106,left:[7,28,43,55,104,106,114,138,143,144,149,151,152,153,155,160,161,162,166,167],left_left:[152,162],left_right:[152,162],left_shift:[152,162],leftshift:4,legaci:[148,153,159,161,162],legal:[1,136,155,161,162],legalize_map_attr_nam:155,legalizepackedcal:161,legend:127,lei:153,len:[1,20,64,69,71,72,79,91,92,93,94,95,98,99,100,101,102,105,106,107,108,111,114,152,162,164,190,191],length:[1,6,18,72,106,137,143,145,152,153,154,155,158,161,162,167,170,174,190,199],lengthi:177,less:[3,4,12,18,21,22,25,33,78,136,137,138,141,145,152,156,162,169,174,190,201],less_equ:[152,162],lessequ:4,lesson:[20,22,28],let:[1,6,7,8,12,20,24,28,34,35,37,64,65,71,72,78,79,82,90,95,105,106,110,111,117,118,119,123,127,128,132,136,143,149,152,153,155,161,165,166,170,182,183,185,188,189,195,196,197,199,201,202,203],let_binding_typ:161,let_var:169,letexpr:161,letnod:34,letpattern:149,letstmt:161,letter:28,level:[1,6,9,13,14,18,23,24,25,30,33,34,37,39,40,53,66,75,76,78,83,84,87,90,91,92,93,94,95,98,102,106,111,117,122,132,134,136,137,143,144,145,147,150,152,154,155,160,161,162,164,166,168,169,170,173,174,177,183,188,189,190,193,195,196,197,198,199,201,203],leverag:[10,18,40,53,64,65,72,76,121,126,130,169],lh:[129,138,143,152,153,160,161,162],lhs_begin:152,lhs_end:152,li:[15,76],lianmin:[90,91,92,94,98,99,100,101,189,190,192,196],lib0:[11,118],lib1:[11,118],lib:[1,2,8,9,11,14,36,42,43,45,48,49,50,53,54,55,56,62,63,64,66,67,68,69,70,71,72,91,92,93,94,99,100,101,102,104,105,109,110,111,112,114,117,118,132,134,138,141,157,158,159,178,191,192,197,203],lib_acl:55,lib_cl:192,lib_edg:63,lib_fnam:[66,67,68],lib_format:[136,137],lib_kwarg:63,lib_osx:[43,178],lib_path:[35,43,55,63,65],libari:8,libc:[36,64],libdarknet2:[43,178],libdarknet_mac2:[43,178],libedit:132,libmod:141,libopencl:66,libpapi:87,librari:[2,5,6,8,9,10,14,15,17,18,28,32,35,36,40,43,49,53,56,61,62,63,64,65,66,67,68,87,91,98,99,101,107,110,111,114,115,116,133,134,138,141,145,146,148,157,158,159,162,166,172,177,178,183,191,201,203],libstdc:132,libtinfo:132,libtvm:[25,32,132,157],libtvm_runtim:[2,11,36,53,57,59,64,132],libxml2:132,licens:[177,194],lie:152,life:[12,21,158,200],lifetim:155,lift:[12,15,18,37,72,155,161],liftattrscop:161,liftthreadbind:161,light:[59,111],lightli:1,lightweight:[6,60,119,146,157,196],like:[1,2,4,6,7,8,9,10,12,13,14,15,18,19,20,21,24,25,26,28,29,35,36,37,39,40,44,49,53,54,55,62,64,65,67,68,71,72,76,78,79,80,87,90,100,104,107,108,110,111,117,118,119,123,124,125,129,131,132,133,134,136,137,138,141,143,146,147,148,150,152,155,156,158,159,160,161,162,164,166,167,169,170,174,177,190,191,192,195,196,199,201,202],likelihood:[153,162],limit:[3,6,9,11,13,17,18,24,27,36,49,72,82,83,93,107,130,136,137,145,147,152,153,156,158,159,161,162,164,174,185,191,192],limit_zero_time_iter:[141,158],limiting_gpu_memory_growth:[49,72],limt:201,lin:114,linaro:36,line:[1,9,10,13,14,21,24,25,28,32,35,45,48,53,59,63,64,67,68,72,79,84,87,90,91,92,93,94,95,98,99,100,101,102,107,109,110,111,112,120,123,124,127,128,132,134,136,143,152,158,161,177,182,188,191,192,195,196,199,201],linear:[123,151,153,155,162,166,174,183,185],linearl:162,lineno:143,link:[2,8,9,15,19,24,29,33,35,56,57,59,62,63,66,71,104,106,109,132,134,135,138,150,152,157,158,159,161,162,176,177,199,203],linkabl:196,linker:[138,157],lint:[19,20,28],linter:20,linux2:[43,178],linux64_gcc:107,linux:[11,19,36,43,47,53,55,59,61,63,64,65,66,67,68,91,93,99,101,103,131,132,133,134,138,154,178,192],list:[0,1,2,7,11,12,14,15,17,18,23,24,25,26,29,30,32,33,34,35,36,37,49,50,53,56,61,63,71,72,76,79,87,90,91,92,93,94,95,99,100,101,102,105,106,111,119,120,124,125,132,136,137,138,139,141,143,144,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,166,167,168,172,173,174,177,189,190,191,192,199,201],list_config:143,list_fake_quantized_op_freq:147,list_field_info:143,list_int:2,list_kind:159,list_of_shap:0,list_op_freq:147,list_op_nam:143,list_physical_devic:[49,72],list_shap:2,list_str:2,list_sum:166,list_tag:159,listdir:[111,138,157,197,199],listen:[21,53,107,177],lite:[50,71,107,108,111,112,177],liter:[144,155,161,167,169],literatur:[166,170],littl:[8,22,34,49,72,100,107,111,148,177],littlen:84,liu:128,live:[18,21,110,111,145,155,182,188],ll:[34,47,72,105,106,111,128,132,148,166,177,178,182,183,185,188,197],ll_code:128,ll_path:128,llc:[192,199],lld:[132,138],llvm:[0,3,6,8,9,11,12,20,32,37,40,42,43,45,46,47,48,49,50,53,55,56,58,59,63,64,65,66,67,68,69,70,71,72,76,78,84,87,91,93,94,95,99,101,102,114,118,120,127,128,132,138,139,143,144,148,152,154,158,159,160,161,162,164,167,189,190,191,192,196,197,199,200,201,202],llvm_mod:8,llvm_modul:37,llvm_option:159,llvmmodulenod:37,lm:138,lo:[29,76],load:[2,6,8,9,11,15,18,32,53,54,56,57,61,62,63,67,68,82,83,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,110,112,128,136,137,141,143,144,148,150,152,157,158,159,160,161,163,178,182,183,185,189,190,196,201],load_best_record:136,load_data:[61,114],load_exec:18,load_from_buff:137,load_from_fil:[99,100,101,137],load_histori:[99,100,101,137],load_imag:[43,178],load_image_color:[43,178],load_inference_model:150,load_json:[72,143],load_keras_model:72,load_librari:[118,157],load_log_fil:[91,92,93,94,136],load_matrix:83,load_matrix_sync:83,load_model_fil:136,load_modul:[2,6,8,35,55,56,58,62,63,64,66,67,68,91,93,99,101,141,157,158,178,182,183,185,188,192,197,199],load_network:[43,178],load_param:[2,141,152,158],load_param_dict:[72,152,158],load_param_dict_from_fil:158,load_prelud:[152,154],load_queu:174,load_record:136,load_runtime_modul:63,load_state_dict:114,load_static_librari:158,load_weight:[44,66],loadbinary_blob_type_kei:8,loadbinary_cuda:8,loadbinary_examplejson:35,loaded_lib:[8,55,56,62,93,197],loaded_param:2,loader:[105,145],loadfile_examplejson:35,loadfile_so:8,loadfromfil:8,loc:138,loc_pr:156,locahost:137,local:[1,12,19,26,36,40,42,43,44,45,46,47,48,49,50,55,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,141,144,145,147,149,152,153,157,161,162,163,164,166,174,177,178,182,183,185,188,189,190,191,194,195,196,197,199,200,201,202,203],local_demo:[64,65,66,67,68,192],local_memori:93,local_offset:161,local_ptr:161,local_s:161,localbuild:[64,91,93,98,99,100,101,102,105,136,137,191],localhost:131,localrpcmeasurecontext:[90,92,136],localrunn:[91,93,94,98,100,102,105,136,137,144,190,191],localsess:[64,66,67,68,157,178,182,183,185,188,192],localvar:167,locat:[3,8,13,29,32,35,49,55,62,72,106,108,124,132,138,143,144,151,152,153,156,157,158,160,161,162,174,177,178,183,201],locate_cach:137,lock:138,log10:[152,160,161,162],log1p:[4,161],log2:[152,160,161,162,173,188],log:[4,5,6,9,12,13,14,25,28,29,30,35,36,39,49,53,58,62,63,64,65,90,91,92,93,94,95,98,99,100,101,102,105,111,117,122,136,137,138,140,144,145,152,153,155,157,160,161,162,164,173,177,189,190,199,202],log_acc_buff_s:[173,182],log_acc_width:173,log_batch:173,log_block:173,log_fil:[90,91,92,93,94,95,99,100,101,102,136,189,202],log_filenam:[99,100,101,102],log_inp_buff_s:[173,182],log_inp_width:173,log_interv:137,log_softmax:[114,138,153,162],log_to_databas:137,log_to_fil:[64,98,99,100,101,102,105,137,190,191],log_uop_buff_s:173,log_wgt_buff_s:[173,182],log_wgt_width:173,logarithm:162,logestimatedlat:136,logf:122,logger:[137,144,145],logic:[1,8,12,13,20,21,24,118,138,144,152,162,174],logical_and:[152,162],logical_not:[152,162],logical_or:[152,162],logical_xor:[152,162],logicaland:4,logicalnot:4,logicalor:4,login:177,logit:[114,153],logits_torch:114,logits_tvm:114,logsoftmax:4,logsumexp:152,longer:[7,15,20,21,32,62,99,100,101,111,141,145,157,190],look:[1,7,13,18,19,22,23,24,25,29,33,34,35,37,53,55,76,79,84,105,111,117,118,119,122,127,132,141,143,160,161,164,167,170,177,182,183,185,188,191,192,199,201,202],lookup:[3,6,8,13,35,49,137,158,191,201],lookup_param:161,loop:[6,7,12,21,32,34,37,40,53,76,83,95,106,111,124,125,127,128,129,137,141,160,161,166,169,174,182,183,185,188,196,200],loop_partit:161,loop_stat:95,loop_typ:5,loop_unrol:21,loop_var:[76,161],loopcond:4,loopi:40,looppartit:[139,161],looprv:161,loopstat:136,loos:[24,192],lorien:171,lose:136,loss:[7,12,62,64,111,136,137,153,154,156,162],loss_typ:[64,99,100,101,102,137,191],lossi:72,lost:26,lot:[15,21,91,92,93,94,111,119,169],low:[6,18,30,37,40,53,56,63,72,87,91,92,93,94,107,111,138,143,144,152,156,161,162,174,188,190,196,203],low_level_custom_pass:[76,77],lower:[5,6,7,13,14,33,37,53,58,64,70,75,84,90,95,105,106,110,123,124,125,127,128,129,132,136,138,139,143,148,150,152,155,156,160,161,162,163,164,174,177,182,188,189,190,195,196,197,199,200,202],lower_to_primfunc:148,lowerautocopi:161,lowercrossthreadreduct:161,lowercustomdatatyp:161,lowerdevicekernellaunch:161,lowerdevicestorageaccessinfo:161,lowered_tun:105,loweredoutput:148,lowerinitblock:161,lowerintrin:161,lowermatchbuff:161,loweropaqueblock:161,lowerthreadallreduc:161,lowertvmbuiltin:161,lowerwarpmemori:161,lowest:[138,161,190],loxodonta:49,lp64d:159,lpuart1:106,lrn:[4,153,162],ls:[157,161,201,203],lsb:59,lscpu:55,lshift:162,lstm:[154,162],lstm_cell:154,lstmblockcel:4,lt:161,ltsi:177,lu:106,lua:15,lucki:7,luckili:117,luke:[55,154],lumin:46,lv:169,lxml:107,lynx:[64,70],m0:[95,161,162],m1:[95,132,139,161,162],m2:[139,161,162],m4:106,m55:[103,113],m7:[9,106],m:[2,7,9,11,12,14,19,26,28,29,32,34,36,42,43,45,48,49,53,61,63,64,66,67,68,69,72,84,91,92,93,94,95,99,100,101,104,105,107,108,110,112,114,120,123,124,125,128,129,132,136,137,138,139,143,153,155,157,160,161,162,166,167,172,178,182,188,189,190,192,195,199,201],m_:37,m_axi:174,m_c:84,m_c_init:84,m_inner:84,m_inner_init:84,m_outer:84,ma:47,mabi:159,mac:[106,132,147,203],macbook:84,macdonald:104,machin:[6,10,11,12,28,29,32,37,53,55,56,59,62,63,64,66,67,68,69,72,76,91,94,95,99,100,101,102,104,106,109,111,112,130,136,137,148,152,157,165,171,177,188,191,196,197,201,202],machine_nam:53,machineri:169,maco:[19,56,90,91,92,93,94,95,98,99,100,101,102,131,132,133,189,190],macosx:138,macosx_deployment_target:132,macro:[20,25,33,35,37,39,174],macro_func:20,macro_impl:20,macro_stream:35,macs_per_cc:107,made:[10,22,23,72,143,155,161,199],magic:[15,90,95,189],mai:[0,3,4,6,7,9,10,11,12,14,15,16,18,19,20,21,22,24,26,28,29,30,32,33,34,35,36,39,40,45,46,48,53,55,56,61,62,64,67,68,69,70,72,76,78,79,83,95,98,102,111,114,117,122,127,128,132,136,143,145,150,154,155,158,159,160,161,162,166,167,169,170,177,191,192,194,196,199,201,202],mail:[17,23],main:[0,3,6,7,9,10,11,12,13,14,19,20,24,27,28,35,42,43,44,45,46,47,48,49,50,59,61,64,65,66,67,68,69,70,71,72,76,78,79,83,84,87,90,91,92,93,94,95,99,100,101,102,104,105,106,107,109,110,111,112,114,118,119,123,124,125,128,129,138,139,144,147,152,154,155,161,162,166,169,178,182,183,185,188,189,191,195,197,199,200,201,203],main_func:119,main_gvar:119,mainfunctionworkspaceusag:11,mainli:[12,15,35,76,78,90,134,136,143,161],mainstream:176,maintain:[12,18,21,23,27,28,32,62,78,137,152,153,155,161,162,172],mainten:28,major:[1,6,10,12,21,23,35,59,62,125,138,152,158,160,161,162,189,196,199,200],make:[2,3,6,7,9,10,12,13,15,18,19,20,21,22,23,24,27,28,29,32,33,34,35,36,37,50,53,55,59,62,63,64,66,67,68,70,71,72,78,79,83,87,90,91,95,98,99,100,101,102,105,106,108,111,119,120,127,128,130,132,134,136,137,140,143,147,149,150,151,152,155,160,161,162,165,166,167,169,170,177,178,182,183,185,188,189,190,191,192,193,196,198,200,201,202],make_arch:111,make_compilation_config:159,make_const:20,make_filled_simdgroup_matrix:161,make_idx:162,make_nat_expr:154,make_nat_valu:154,make_nod:[12,143,149],make_object:[33,35],make_trac:143,make_workload_kei:136,makecumprod:33,makecumsum:33,makedir:[111,118],makefil:[107,132,174,177],makeloopnest:7,makepackedapi:161,maker:76,makeunpackedapi:161,makino:68,mali:[88,89,101,136,159],malloc:[9,17,35],malyshev:53,manag:[3,12,17,18,23,27,29,36,37,53,78,79,82,87,91,99,100,101,104,106,132,137,138,155,177,183,185,188],mandatori:21,manger:160,mani:[1,4,6,7,10,12,13,14,15,18,21,22,23,24,33,34,35,36,39,53,56,59,62,66,70,71,72,73,75,79,91,92,93,94,98,99,100,101,102,111,112,122,136,137,138,155,161,166,167,169,178,182,188,191,196,199,201],manifest:155,manifestlifetim:155,manifestsharedmemorylocalstag:161,manipul:[6,12,15,18,76,161,164,166,170],manner:[12,40,78,125,143,155,166,170],manual:[4,5,12,24,26,28,35,36,40,56,59,90,91,92,93,94,98,111,120,137,138,152,160,189,190],map:[1,4,6,7,11,12,13,20,32,34,35,37,49,55,56,62,70,76,83,111,136,137,138,139,141,143,144,148,149,150,151,152,153,154,155,156,158,159,160,161,162,166,167,169,174,182,183,185,188,203],map_accmul:166,map_accuml:166,map_accumr:166,map_accumr_fold:166,map_free_var:143,map_indic:161,map_input:55,map_ndarrai:161,map_proto:49,map_proto_path:49,map_proto_url:49,map_shap:161,mapndarrai:161,mapping_funct:[160,161],maratyszcza:134,march:9,mark:[8,12,16,18,19,22,26,32,35,61,62,106,123,125,155,160,161,169,190,199],markcompilerfunctionsasextern:155,markdown:24,marker:32,markup:[24,56],marvel:59,masahiro:[70,117],mask2str:[3,158],mask:[43,69,123,152,158,161,162,178],mask_valu:[152,162],maskrcnn_resnet50_fpn:69,maskrcnn_resnet50_fpn_coco:69,maskrcnn_resnet50_fpn_weight:69,masquerad:132,massag:178,master:[45,48,50,69,107,109,111,114,154,178],masuda:[70,117],match:[3,4,7,9,19,20,29,33,46,79,83,84,95,104,110,114,117,120,128,137,138,143,147,149,152,154,155,157,159,161,162,165,170,177,182,183,185,188,199,203],match_buff:[123,124,125,129,160,161,195,199,200],match_order_bewar:166,matchbufferregion:161,mate10:[91,99,101],mate10pro:[91,99,101],materi:[13,24,123,124,128],math:[45,110,121,126,152,153,155,160,161,168,199],mathemat:[33,161],matmul:[4,95,120,136,137,138,150,153,155,160,161,162,189,190],matmul_1:189,matmul_add:189,matmul_after_reorder_block_iter_var:161,matmul_bas:190,matmul_i:189,matmul_i_i:189,matmul_i_o_i:189,matmul_i_o_o_i:189,matmul_i_o_o_o:189,matmul_j:189,matmul_j_i:189,matmul_j_o_i:189,matmul_j_o_o_i:189,matmul_j_o_o_o:189,matmul_k:189,matmul_k_i:189,matmul_k_o:189,matmul_leg:162,matmul_nt:162,matmul_v1:190,matplotlib:[43,44,45,46,50,64,111,178],matric:[72,83,152,153,161,162,182,189,199],matrix:[72,82,83,84,88,89,114,125,137,138,151,152,153,161,162,173,174,181,183,184,186,187,188,194],matrix_a:83,matrix_b:83,matrix_multipli:[182,187],matrix_multiply_opt:[185,186],matrix_set_diag:[152,162],matrixcor:138,matt:167,matter:[8,21,67,68,109,111,114,161],matthew:201,mattr:[55,61,68,91,159,192],matur:12,max:[4,62,64,66,70,71,90,91,92,93,94,95,107,108,117,123,134,136,141,152,153,156,158,159,160,161,162,183,185,195,201,202],max_:[151,153],max_batch_s:62,max_block_size_i:159,max_block_size_x:159,max_clock_r:158,max_detect:156,max_detections_per_class:156,max_diag_len:[152,162],max_displac:[153,162],max_factor:137,max_function_arg:155,max_index:107,max_innermost_factor:161,max_length:[152,162],max_lin:136,max_local_memory_per_block:[93,136],max_num_thread:[3,72,98,159,164],max_number_of_tri:190,max_output_boxes_per_class:156,max_output_s:156,max_per_stage_descriptor_storage_buff:16,max_pool1d:153,max_pool2d:[14,55,62,65,79,153,178,197],max_pool2d_grad:153,max_pool3d:[62,153],max_push_constants_s:16,max_r:[160,161],max_retri:157,max_shared_memory_per_block:[93,136,158],max_storage_buffer_rang:16,max_thread_dimens:158,max_threads_per_block:[67,93,136,158],max_trial:144,max_trials_glob:144,max_trials_per_task:144,max_uniform_buffer_rang:16,max_unrol:137,max_valu:[107,160,161],max_vthread_ext:[93,136],max_workspace_s:62,maxim:[82,152,162,174,183],maximu:49,maximum:[3,4,7,55,61,62,90,95,133,136,137,141,144,145,152,153,155,156,157,158,160,161,162],maxinum:156,maxperstagedescriptorstoragebuff:16,maxpool2d:55,maxpool:4,maxpushconstantss:16,maxstoragebufferrang:16,maxuniformbufferrang:16,mayb:[5,36,136],mb:[44,52,74,77,85,89,97,111,113,116,126,154,180,186,187,198],mbarrier:161,mbed_nano:111,mbox:[114,151,153],mc:84,mcpu:[0,9,61,69,70,71,72,84,94,95,102,106,107,108,159,189,191,192,199,201,202],mcu:106,md5:0,md:[0,19,23,24,49,110,155],me:5,mean:[2,4,9,12,13,15,19,21,24,29,33,34,35,45,47,48,55,62,64,66,67,68,69,70,71,79,82,83,84,92,94,98,99,100,101,102,109,111,114,120,136,137,141,143,144,147,152,153,154,157,161,162,166,167,169,170,173,174,178,182,188,191,192,199,201,202],mean_std:152,mean_tim:199,mean_vari:152,meaning:[7,24,26,95,136,162],meant:[24,193],meantim:21,meanwhil:[12,18],measur:[90,91,92,93,94,95,98,99,101,102,105,136,138,141,142,144,158,177,178,189,190,191,192,196,199],measure_batch:137,measure_callback:[90,91,92,93,94,95,136,144,189],measure_candid:144,measure_ctx:[90,92],measure_method:137,measure_opt:[64,98,99,100,101,102,105,137,190,191],measure_record:[91,92,93,94],measure_spars:72,measure_str_kei:137,measurecallback:[136,144],measurecandid:144,measureerrorno:[137,190],measureinput:[136,137],measureresult:[136,137,190],meausr:136,mechan:[6,8,9,12,18,21,25,34,36,37,55,78,79,112,117,122,137,155,158,166,174,183],media:[43,114,178],median:[64,66,70,71,90,92,94,95,141,189,191],meet:[6,134,136,137,158,161,190],meet_condition_func:[95,136],mehrdad:[104,105,108,109,112],mem_copi:161,mem_copy_16_16:161,mem_scop:146,member:[7,12,15,20,21,22,23,27,29,35,136,143,154,160,161,162,166,167,170],memcpi:3,memo_:34,memoiz:[34,138,152],memop_id_t:174,memor:111,memori:[1,2,3,6,12,16,18,35,37,40,44,49,53,61,62,63,71,72,84,93,104,106,107,108,111,112,127,136,141,143,144,146,154,155,158,160,161,162,174,177,182,183,185,188,191,199,203],memort:161,memory_gb:0,memory_pool:143,memory_scop:[143,159],memory_typ:174,memorydatabas:144,mention:[7,14,15,35,82,84,111,129,164,191,199,201],menu:106,merg:[4,21,22,23,24,26,28,29,46,136,137,143,155,161],mergecompilerregion:155,mergecomposit:155,merger:21,mergesharedmemoryalloc:161,merit:[22,23],merrymerci:[91,154],mesg:164,meshgrid:[152,162],messag:[7,16,19,21,22,25,26,27,30,39,69,99,100,101,107,127,136,137,140,161,164,177],message_pass:37,met:[14,134,161],meta:[8,78,118,143,144,149,152,158,159,161,162,167,177,197,199],meta_index:161,meta_schedul:142,meta_schedule_origin_shap:162,meta_schedule_original_shap:162,metadata:[0,12,18,32,34,106,108,110,128,143,155,161,167,203],metal:[9,15,59,103,113,130,132,138,145,157,158,159,199,202],metallib:138,metaschedul:161,method:[3,4,6,12,14,19,20,28,32,33,34,37,46,53,55,62,63,70,72,79,111,114,125,128,132,134,136,143,144,145,147,148,149,151,152,153,154,156,157,158,159,160,161,162,164,178,190,194,199,200,201,202],methodolog:84,metric:[0,12,87,111,137,158,177],metz:154,mi:84,michael:203,micro:[9,10,18,40,104,105,106,108,109,110,111,128,142,173,174,177],micro_aot:[104,113],micro_autotun:[105,113],micro_custom_id:[106,113],micro_ethosu:[107,113],micro_mlperftini:[108,113],micro_mod:145,micro_pytorch:[109,113],micro_speech:112,micro_tflit:[110,113],micro_train:[111,113],micro_tvmc:[112,113],microarchitectur:175,microcontrol:[104,108,109,110,111,172,194],micronpu:107,microprocessor:[111,196],microsd:177,microtvm:[11,24,28,80,107,113,130,145,194],microtvm_api_serv:[10,110],microtvm_autotun:105,microtvm_vww_demo:106,microtvmtemplateproject:145,middl:127,might:[1,6,10,14,15,20,21,22,24,26,33,34,39,56,59,63,69,106,108,110,111,120,124,131,146,147,166,167,169,177,190,191,192,199,201],million:[111,191,201],millisecond:[136,137,141,158],mimic:[34,137,162,183,185],min:[4,7,59,62,63,64,66,69,70,71,92,94,99,100,101,105,123,127,141,143,152,160,161,162,177,183,185,191,201,202],min_exec_num:102,min_num_branch:155,min_os_vers:138,min_r:[160,161],min_repeat_m:[0,90,91,92,93,94,95,98,100,102,136,137,141,158,189,191],min_seed_record:137,min_siz:161,min_valu:[129,143,160,161],mind:[7,13,22,63,111,117,132],mini:153,minicom:177,miniconda:132,miniforg:132,minim:[1,4,6,9,15,19,56,64,108,132,136,146,152,155,162,167,171,172,174,199],minimum:[4,7,13,15,16,17,21,24,37,57,62,90,92,132,136,137,141,143,152,155,156,158,160,161,162,191,199],minor:[21,28,35,62,138,158,162],minrpc:157,minu:79,minut:[43,47,49,64,69,70,92,94,104,105,109,110,111,177,189,191,201],miopen:[117,142],miopenconvolut:138,miopenfloat:138,miopenhalf:138,miopentranspos:138,mirror:[29,33,47,153,162,169],mirror_pad:[153,162],mirrorpad:[4,153],mirrorpadinput:162,mismatch:[1,46,71],miss:[35,87,102,144,152,153,155,161],missing_op:140,missing_op_mod:155,missing_pattern:147,missingtask:137,mistakenli:26,mix:[13,46,53,63,64,120,150,153,155,162,196],mixed_precis:[53,64],mixed_precision_acc_typ:[53,64],mixed_precision_calculation_typ:[53,64],mixed_precision_op:[53,64],mixed_precision_typ:155,mk:66,mkdir:[29,36,53,59,63,66,67,68,106,107,108,111,132,134,177,201,202],mkl:[35,69,84,199],mkswap:63,ml:[9,18,24,53,61,107,130,166,191,201],mla:0,mlcommon:[104,106,108],mlf:[107,111,112,145,203],mlf_extract_workspace_size_byt:108,mlip:61,mlmodel:[42,150],mlp:[87,91,94,144,154],mlperf:[104,106,108],mlperftini:[103,113,172],mlsim:61,mma:161,mma_desc:161,mma_fil:161,mma_intrin:161,mma_stor:161,mma_sync:[83,161],mmult:[84,199],mnist:61,mo:84,mobil:[96,97,133,134,192],mobile_net:154,mobilenet:[4,6,42,50,59,71,91,92,93,94,99,100,101,102,107,111,154],mobilenet_2_5_128_tf:111,mobilenet_v1_1:[50,107],mobilenet_v1_2018_08_02:[50,107],mobilenet_v2:[66,70,109],mobilenet_v2_1:71,mobilenet_v2_kera:66,mobilenet_v2_qnnpack_37f702c5:109,mobilenet_v2_weight:[66,70],mobilenet_v2_weights_tf_dim_ordering_tf_kernels_0:66,mobilenetv1:111,mobilenetv2:[66,109],mobilenetv2_1:56,mock:203,mod0:118,mod1:[78,118],mod2:78,mod3:78,mod:[1,3,4,6,8,12,34,35,42,43,44,45,46,47,48,49,50,53,56,61,62,63,64,65,66,67,68,69,70,71,72,76,78,79,87,91,92,93,94,99,100,101,102,110,111,114,118,119,136,138,143,144,145,147,148,149,150,152,154,155,157,158,161,162,169,178,191,197,200,201,203],mod_:8,mod_nam:[118,148,152,155],mode:[6,46,53,57,62,64,91,92,93,94,102,106,108,112,118,132,137,143,150,151,152,153,154,155,156,157,159,160,161,162,177,178,182,183,185,188,203],model:[0,1,6,10,12,14,18,20,23,24,28,35,36,39,52,53,55,56,62,74,80,88,90,91,92,93,94,96,99,100,101,102,103,110,113,127,134,136,137,138,141,143,144,145,147,148,150,152,154,155,156,159,165,168,171,172,174,180,189,190,193,198,200,203],model_cont:71,model_dir:[45,50,71],model_dir_path:150,model_fil:[42,61,110,136],model_file_nam:65,model_func:[69,72],model_index:108,model_lib:61,model_library_format_path:[10,145],model_nam:[11,43,45,48,49,64,67,68,102,106,138,178],model_param:114,model_path:[42,46,47,49,50,71,104,106,108,110,114,191],model_rt_graph:61,model_short_nam:108,model_tar_path:[108,110],model_trac:69,model_url:[42,46,49,50,71,104,106,108,110,114,191],model_zoo:[45,56,62,154],modeloptim:137,modelproto:150,moder:[22,23],modern:[12,56,59,199],modif:[7,190],modifi:[1,4,6,7,12,16,26,29,30,34,35,36,45,53,55,59,62,78,91,98,99,101,108,132,137,143,144,155,161,162,166,173,174,177,188,192,199],modul:[1,2,3,5,6,9,11,18,21,23,25,34,35,37,42,43,44,45,46,47,48,49,50,53,55,56,59,61,62,63,65,66,67,68,69,71,76,78,79,83,84,90,91,92,93,94,99,100,101,102,104,105,106,107,108,109,110,112,114,117,118,123,124,125,128,129,132,136,137,138,139,141,143,144,145,147,148,149,150,152,154,155,157,158,159,160,161,162,163,164,165,166,170,177,178,182,183,185,189,190,191,192,195,196,200,203],modular:[6,84,174,176,188,203],modularset:7,module0:118,module1:118,module_alia:158,module_equ:144,module_load:[105,137],module_pass:[12,143],modulelist:114,moduleload:137,modulenod:[15,35,37],modulepass:[12,78,143],modulepassnod:12,modulepropertymask:158,moduleseri:8,modulu:162,mohamad:106,moment:[36,53,64,117,199],momentum:[153,162],monitor:[111,137],monkei:136,monoton:[152,162],month:29,monthli:29,mood:28,more:[1,3,5,6,7,9,10,12,13,14,15,16,18,19,20,21,22,24,25,27,28,29,30,32,33,34,35,37,39,45,47,49,53,57,59,62,63,70,71,72,78,79,84,87,90,91,92,93,94,95,98,99,100,101,106,107,109,111,112,117,119,120,122,123,124,128,133,136,137,138,140,143,149,150,151,152,153,155,158,160,161,162,165,166,167,169,170,172,174,177,178,183,188,189,191,192,193,194,195,196,199,201],moreau:[91,182,183,185,188],moreov:[70,71,128,152],morita:42,morpholog:[151,162],morri:62,most:[3,4,5,6,7,8,9,12,13,14,15,18,19,20,21,22,24,25,27,28,29,32,34,35,44,48,53,57,64,67,68,69,70,72,91,92,93,94,98,111,122,127,128,136,137,152,154,155,160,161,166,167,170,174,176,182,183,185,191,201,202],mostli:[72,111],motiv:9,mount:[66,131,177],mountpoint:177,mouser:111,moutpoint:177,move:[1,7,19,20,21,22,28,29,63,83,108,111,125,128,156,160,161,182,183,185,188,199,200],movement:[15,161],moving_mean:[153,162,169],moving_var:[153,162,169],mps2:110,mps2_an521:[109,110],mps3_board:107,mpsoc:[63,177],mrvl:59,ms:[64,66,70,71,72,82,83,90,91,92,93,94,95,99,100,101,102,106,137,189,201,202],msg:[15,48,64,67,68,69,70,106,137,140],msvc:132,mtl:158,mtripl:[53,55,56,61,64,65,66,68,91,93,99,101,154,159,192],much:[7,9,12,14,20,23,24,28,39,57,59,72,111,120,137,152,161,166,170,174,195,201],mul:[4,13,35,152,161,162],muladd:13,mult:138,multi:[6,7,25,84,90,95,134,148,152,153,157,161,168,188,189,190,199],multi_filt:137,multi_processor_count:158,multi_target:159,multibox:156,multibox_prior:156,multibox_transform_loc:156,multilay:154,multilib:59,multipl:[3,6,9,12,14,15,21,23,27,28,32,36,53,72,78,83,84,88,89,91,92,93,94,99,101,105,111,123,125,129,136,137,138,141,143,152,153,155,158,160,161,162,166,167,169,173,174,178,185,188,191,200,201],multipli:[33,35,62,72,78,82,114,125,128,147,152,153,160,161,162,167,173,178,181,183,184,186,187,188],multiplicand:161,multiplicand_a:161,multiplicand_b:161,multiply_grad:33,multiplygrad:33,multiprocess:[136,157],must:[3,7,9,10,12,13,16,18,19,20,21,23,28,29,32,33,35,37,42,55,56,59,62,64,70,76,83,99,100,101,104,105,106,108,109,110,111,112,132,144,146,152,153,154,155,157,158,160,161,162,164,166,167,170,199],mutabl:[5,12,138,164],mutat:[137,144,150,155,160,161,174],mutation_prob:137,mutual:167,mv:[29,55,104,105,108,110,112,202],mx:150,mxgan:154,mxnet:[12,25,42,44,45,46,47,48,50,56,62,63,64,66,67,68,71,78,91,92,93,94,99,100,101,102,109,114,142,150,152,154,166,197],my:[22,24,67,68,155,161,192],my_conv:183,my_cuda_math_rul:122,my_cuda_mylog_rul:122,my_fix:19,my_func:159,my_func_cuda:159,my_gemm:[182,185],my_model:202,my_preprocess:[45,48,64,109],my_repo:19,my_tvm_addon:120,my_tvmc_script:202,my_vadd:188,myadd:[15,58,199],myadd_pack:199,myadd_parallel:199,myarrai:60,myerror:140,myexp:122,myexp_kernel:122,myexportedmodel:4,myfunc:13,myfunct:24,myinput1:4,myinput2:4,mylog:122,mylog_kernel:122,mymodul:200,myoutput1:4,mypackag:157,mypkg:60,myscan:124,myscript:202,mysubgraph:35,mysum:[160,161],mytarget:14,n02123045:[191,201],n02123159:[191,201],n02124075:[191,201],n02129604:[191,201],n04040759:[191,201],n0:[95,161,162],n1:[95,161,162],n2:[61,161,162],n:[1,7,8,9,10,11,16,30,34,35,37,43,58,63,64,72,76,79,83,84,90,91,92,94,95,98,106,107,110,112,114,118,120,122,123,124,125,128,129,136,137,138,139,141,143,145,151,152,153,154,156,158,160,161,162,166,167,178,182,183,189,190,192,195,199],n_c:83,n_c_init:83,n_class:114,n_dim:[152,162],n_elem:162,n_fft:[152,162],n_hidden:114,n_infeat:114,n_inner:[83,84],n_inner_init:84,n_layer:[91,92,93,94,99,100,101,102,114],n_line:136,n_outer:84,n_parallel:[105,136,137],n_repeat:[70,71],n_stage_0:136,n_stage_1:136,n_stage_i:136,n_trial:[64,98,99,100,101,102,105,137,190,191],naiv:[13,128,136,199],name:[0,2,3,4,5,6,7,8,11,12,13,14,15,18,20,21,25,28,29,30,32,33,34,35,36,37,43,46,49,50,55,58,64,65,66,67,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,106,107,108,110,111,114,118,119,120,122,123,124,125,127,128,129,131,132,136,137,138,139,140,141,143,144,145,147,149,150,152,153,154,155,157,158,159,160,161,162,164,166,167,169,170,173,177,178,182,183,185,188,189,190,191,192,195,199,200,202],name_befor:79,name_hint:[35,119,143,149,152,161],namedtupl:[114,153,162],namer:150,namespac:[6,7,12,34,35,114,136,137,139,147,152,155,157,158,160,161],nan:[152,160,161,162],nano33bl:111,nano:[62,73,74,111],narrow:[9,161,182,188],narrowdatatyp:161,nat:[154,167],nativ:[53,59,61,106,111,120,134,171],natur:[7,9,13,15,18,21,72,167],navig:[24,37,106,177],nb_j:95,nbest:98,nbr:107,nbyte:161,nc8n:153,nc:[83,84,153],ncdhw16c:162,ncdhw16d:162,ncdhw16h:162,ncdhw16w:162,ncdhw:[151,153,162],ncdhwc:162,nch:162,nchw16c:[152,161,162],nchw16h:162,nchw16w:162,nchw8c:153,nchw:[1,4,44,49,53,56,71,91,92,93,94,102,107,117,137,138,150,151,152,153,154,156,162,169,183,191,201],nchw_pack_layout:162,nchw_xc_layout:162,nchwc:[1,71,102,153,160,162],nchwinic:162,nchwnc:183,nchwxc:162,nci:83,ncurs:132,ncw16c:162,ncw16w:162,ncw:[151,153,162],ncwc:162,nd:[2,6,37,42,43,44,45,46,47,48,49,50,58,61,64,66,67,68,72,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,109,110,114,117,118,120,123,124,128,136,146,148,150,151,152,153,160,161,162,169,182,183,185,188,189,190,191,192,195,197,199,200],ndarrai:[2,6,18,35,36,37,45,64,95,119,120,136,138,141,142,144,147,148,150,151,152,153,154,158,160,161,162,167],ndarray_s:[152,162],ndata:114,ndhwc:[150,162],ndim:[7,18,152,160,161,162],ndk:[53,54,64,66,91,93,99,101,136,137,142],ne:161,nearbyint:[160,161],nearest:[45,151,160,161,162],nearest_neighbor:[151,153,162],nearli:[24,199],neater:33,neatli:34,necessari:[9,10,19,20,22,23,24,25,28,29,32,33,34,36,37,53,58,59,61,70,90,92,117,124,132,137,143,144,149,152,153,160,161,162,166,170,183,185,188,191,195,200,202],necessarili:[3,24,34],neck:[46,154],need:[1,2,3,4,5,6,7,8,9,10,11,12,14,15,16,18,19,20,21,22,23,24,25,26,29,30,32,33,34,35,36,37,39,49,50,53,55,56,57,58,59,60,62,63,64,65,66,67,68,71,72,76,78,82,83,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,117,119,120,122,123,124,128,129,131,132,133,134,136,137,139,143,144,145,148,149,150,152,154,155,157,158,160,161,162,163,164,166,167,169,170,174,177,178,182,183,185,188,189,190,191,192,194,195,197,199,200,201,202],needn:36,neg:[4,62,127,137,152,153,154,155,160,161,162],negat:162,neighbor:[152,162],neighborhood:[137,153,199],neighbourhood:84,neightborhood:[153,162],neither:[1,166,167],neon:[55,68,91],neovers:61,nest:[6,13,37,79,84,123,147,152,161,166,167,169,174,182,199,200],nested_cal:161,net:[43,66,67,68,91,99,101,117,118,150,154,165,178,195],netdef:150,neth:[43,178],netparamet:150,netron:[111,191,201,202],netw:[43,178],network:[2,9,12,17,27,36,37,42,53,55,56,58,62,63,71,72,78,79,88,89,96,97,107,115,116,124,131,134,136,137,147,150,151,153,154,156,162,166,171,174,178,182,183,185,191,192,196,201,203],networkx:114,neural:[12,36,37,56,58,63,88,89,99,100,101,102,107,111,114,124,134,147,153,162,165,171,174,182,183,185,191,195,196,201,203],neuralnetworkclassifi:150,neuron:111,nevalu:102,never:[7,12,13,22,36,53,59,111,136,145,154,161,167],nevertheless:[166,170],new_attr:[1,137],new_bodi:161,new_cfg:163,new_expr:155,new_func:[12,155,161],new_in_layout:1,new_index:1,new_input:137,new_ir_modul:12,new_iter_var:160,new_layout:[1,136],new_loop:161,new_mod:[12,34,143],new_ord:161,new_packag:202,new_param:72,new_point:137,new_shap:[152,162],new_shape_arrai:162,new_shape_shap:162,new_sparse_indic:[152,162],new_sparse_indices_shap:162,new_sparse_valu:152,new_transform:143,new_w:72,new_workload:137,newaxi:[42,44,46,66,67,68,162,178],newcom:24,newer:[9,39,70,71],newli:[10,19,199],newshap:[152,162],nexecut:178,next:[1,7,8,9,10,22,24,29,35,37,62,63,66,67,68,72,76,78,79,84,90,91,92,93,94,95,104,106,107,109,110,112,114,129,137,144,153,161,169,177,182,183,185,189,190,191,192,196,197,199,201,202],next_batch:137,next_task_id:144,nextaft:161,nextiter:4,ng:[104,105,108,110,112],ngf:154,ngraph:40,nhcw:0,nhwc:[1,4,44,50,55,56,65,79,91,92,93,94,150,153,155,160,162,169],nhwcnc:83,ni:[82,84],nice:117,nightli:[0,19,29,111,132],nil:[166,170],nimbl:171,ninja:[104,105,108,110,112,132],nio:177,nll_loss:[153,162],nlp:155,nm:[138,156],nms_thresh:[43,178],nn:[1,12,14,36,44,45,53,55,56,62,64,65,67,68,69,78,79,82,83,90,92,93,94,95,98,99,100,101,102,103,105,106,113,114,117,118,123,127,138,142,147,150,155,160,166,169,178,183,195,197,203],nn_c:83,nn_c_init:83,nnc:83,nnf:83,nnp_initi:138,nnp_status_success:138,nnpack:[132,133,142,162],nnpack_path:134,nnvm:[13,150,154,167],nnvmv1:13,nnz:[72,162],no_error:190,no_fork:157,no_grad:[45,48,69,70,109,114],no_rewrit:136,no_tail:137,noalia:[76,83,84,90,95,123,124,125,128,129,182,183,185,188,189,195,199,200],node:[2,7,13,15,34,35,37,46,49,55,56,61,62,76,79,91,99,100,101,105,114,119,127,137,138,141,143,147,148,149,150,152,155,157,158,159,160,161,164,166,167,178,197,202],node_attr:138,node_detail:138,node_id:[49,138],node_lookup:49,node_map:[149,169],node_row_ptr:2,node_to_id:[119,138],node_typ:138,nodeentri:35,nodeid:2,nodelookup:49,noderef:[12,35,148],nois:[98,191],nomin:23,non:[0,10,16,37,55,72,84,87,98,111,127,138,143,145,147,150,152,154,155,156,158,160,161,162,166,199],non_max_suppress:156,non_surjective_invers:161,none:[2,7,15,18,33,37,44,45,48,49,64,66,67,68,69,70,72,76,95,98,99,100,101,102,104,105,109,110,114,118,119,128,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,157,158,159,160,161,162,163,166,169,178,182,183,185,188,190,199],nonmaxsuppress:156,nonneg:161,nonzero:[72,138,162],nop:107,nor:[1,154,155],norewrit:136,norm:[1,114,117,153,154,155,178],norm_img_data:[191,201],normal:[1,7,12,13,14,15,18,19,20,28,29,34,45,47,48,55,63,64,70,109,114,117,118,123,124,127,129,136,137,138,143,144,151,152,153,154,155,157,158,160,161,162,164,167,170,174,178,182,183,185,191,201],normal_reduce_temp0:195,normal_reduce_temp0_1:195,normal_reduce_temp0_2:195,normalis:162,normalize_file_list_by_unpacking_tar:138,nose:107,not_equ:[152,162],not_person:106,not_pref:25,notabl:[6,13,18,160,161],notat:162,note:[0,1,7,8,12,13,14,15,17,18,19,20,24,25,26,27,28,30,32,33,34,35,44,45,56,59,63,64,65,69,71,72,78,79,83,84,90,91,92,93,94,95,98,99,100,101,102,104,106,108,109,110,111,114,117,124,128,131,132,134,136,137,138,139,143,148,149,150,152,153,154,155,157,158,159,160,161,162,166,167,169,170,174,177,178,182,183,192,194,200,202],notebook:[42,43,44,45,46,47,48,49,50,59,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],notequ:4,noth:[34,49,65,79,137,152,161],notic:[7,19,29,33,34,35,95,122,127,129,166,167,177,197,199,202],notifi:174,notify_runner_result:144,notimplementederror:[43,144,178],notion:183,now:[1,6,7,8,9,12,13,14,33,34,35,42,45,46,48,49,50,53,58,63,64,65,66,67,68,71,72,78,90,91,92,93,94,95,98,99,100,101,104,105,106,107,108,109,110,111,123,127,128,136,141,143,144,150,153,155,161,162,164,169,177,178,182,183,188,189,190,191,192,195,197,199,200,201,202,203],np:[37,42,43,44,45,46,47,48,49,50,55,56,58,61,62,64,65,66,67,68,69,70,71,72,76,78,82,83,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,114,117,118,120,122,123,124,125,128,129,137,144,152,154,161,162,169,178,182,183,185,188,189,190,191,192,195,197,199,200,201],np_arr:146,np_data:162,np_input:72,np_out:72,np_repeat:[84,199],np_runing_tim:84,np_running_tim:199,npart:[58,82,83,98,125,160,190],nperform:178,npo:35,nprint:118,nproc:[59,63],npu:[103,113],npy:104,npy_data:107,npz:[61,191,201],nrf52840:111,nrf5340dk:112,nrf5340dk_nrf5340_cpuapp:[109,111,112],nrf:172,nt:[150,153,162],nth:137,nthread:138,ntop5:64,nu:[92,94],nuanc:167,nucleo:[105,106,110,172],nucleo_l4r5zi:[104,105,106,108,110],null__unsort:152,nullptr:[3,8,12,33,34,35,37,161],nullvalu:33,num:[143,161,178],num_anchor:156,num_arg:110,num_batch:111,num_block:[72,162],num_box:[151,156,162],num_channel:153,num_class:[67,68,91,94,114,154,156,197],num_classes_with_background:156,num_closure_arg:18,num_context_lin:158,num_cor:[136,159],num_cpu_thread:0,num_detect:156,num_ev:143,num_field:18,num_filt:[127,154,162],num_filter_block:162,num_filter_chunk:162,num_freevar:18,num_group:[153,162],num_hidden:[114,154],num_input:[2,33,143],num_lay:[8,79,91,92,93,94,99,100,101,102,114,138,154,197],num_mac:107,num_measur:136,num_measure_tri:[90,91,92,93,94,95,136,189],num_measures_per_round:136,num_newaxi:[152,162],num_nod:114,num_nonzero:114,num_of_image_class:79,num_op:185,num_output:[2,98,137,190],num_random_class:111,num_ratio:156,num_roi:156,num_rpc_dev:141,num_seg:152,num_siz:156,num_stag:154,num_target_class:111,num_task:160,num_thread:[82,102,122,124,137,144,158],num_til:61,num_total_detect:156,num_trial:105,num_trials_per_it:144,num_tuning_cor:144,num_uniqu:[152,162],num_unique_subset:20,num_valid_anchor:156,num_warmup_sampl:136,number:[0,1,2,3,4,7,8,9,11,12,15,18,19,26,28,29,33,35,36,37,46,59,61,63,64,66,67,68,70,71,72,78,79,82,83,84,88,90,91,92,93,94,95,98,99,100,101,102,105,106,108,110,111,114,132,136,137,138,141,143,144,145,147,152,153,154,155,156,157,158,159,160,161,162,166,167,169,170,173,174,177,178,182,183,185,188,189,190,191,192,197,199,201,203],number_format:161,number_of_nod:114,numbers2:166,numclass:114,numedg:114,numel:114,numer:[11,32,53,70,84,137,152,154,160,161,162,164,167,199],numfeat:114,numnod:114,numpi:[0,2,6,15,21,33,37,42,43,44,45,46,47,48,49,50,56,58,61,64,65,66,67,68,69,70,71,72,76,78,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,114,117,118,120,122,123,124,125,128,129,132,136,137,138,144,146,150,151,152,153,160,161,162,164,169,177,178,182,183,185,188,189,190,191,192,197,199,200,201],numpydoc:[20,24],numtestsampl:114,numtrainingsampl:114,numvalidationsampl:114,nune:201,nvcc:[0,83,118,142,196],nvidia:[1,35,62,67,83,88,89,96,97,131,137,158,161,196,197,199,202],nvprof:98,nvptx:[37,196],nvrtc:37,nwc:[150,162],nx:[112,114],nx_graph:114,o0:[161,162],o1:[161,162],o2:[106,161,162],o:[8,9,11,53,58,61,83,104,105,107,108,110,111,112,136,145,153,158,162,170,182,183,185,188,199],o_block:185,o_c:83,o_c_init:83,o_inn:83,obei:[79,119],obj:[78,149,152,158,161],obj_to_annot:158,obj_to_underlin:158,object:[0,2,3,6,7,9,11,21,25,34,35,37,53,59,60,73,74,91,92,93,94,95,110,111,118,136,137,138,141,143,144,146,148,149,150,152,153,154,156,157,158,159,160,161,163,167,178,182,188,190,192,196,199,200],object_format:158,object_path:158,objectgener:158,objective_func:136,objectpath:158,objectpathpair:158,objectptr:35,objectref:[12,15,161],observ:[28,70,78,79,84,109,174,177,182,199],obtain:[6,7,12,17,28,34,35,67,68,70,72,132,137,167,182,188,190,191,192],obviou:[7,37],oc:[83,153,162,183,185,203],oc_block:183,oc_inn:[183,185],oc_out:[183,185],oc_tn:[183,185],occasion:19,occup:87,occur:[7,12,13,32,39,79,137,143,145,152,161,162],occurr:[79,143],oci:83,octeon:61,odd:[153,162],off:[20,21,36,55,56,62,63,90,95,104,110,111,132,161,189,192],off_valu:[152,162],offend:19,offer:[7,12,18,88,96,150,167,170,194,196,201],offici:[21,36,42,44,45,46,47,48,50,66,69,71,111,131,132,133,164,165],offload:[35,53,55,59,61,62,65,106,107,177,178,203],offset:[18,108,123,128,143,152,153,156,160,161,162,166,174],offset_factor:[83,128,161,162],offset_of:161,often:[4,12,13,15,20,28,34,72,111,125,129,151,155,162,166,167,199],ohwi:155,oidhw:153,oihw:[1,105,151,153,162],oiw:[153,162],ok:[15,20,106,164,177],okai:[98,100,190],ol:98,olah:166,old:[1,12,13,18,32,79,136,137,161],old_in_layout:1,old_in_shap:1,old_layout:1,older:[46,106,111,132],omit:[7,12,32,92,94,127,128,143,161,167,170],omod:53,on_devic:155,on_valu:[152,162],onboard:9,onc:[3,6,7,8,9,13,19,20,21,26,29,32,33,34,59,63,70,72,105,106,107,111,132,143,147,148,149,155,160,161,167,174,177,183,185,201],one:[0,1,3,4,6,7,8,9,10,12,13,14,15,20,21,23,24,27,28,29,32,33,34,35,36,37,53,57,62,63,66,67,68,70,72,78,79,83,84,90,91,92,93,94,100,102,104,105,106,107,108,109,110,111,112,117,119,120,122,124,125,127,128,129,136,137,138,141,143,144,145,149,151,152,153,155,158,160,161,162,166,167,169,170,174,177,178,182,183,185,188,190,192,197,199,201,202,203],one_hot:[152,162],one_lay:169,onednn:35,oneflow:[51,52,150],oneflow_class_kei:45,onehot:4,ones:[6,15,21,26,28,34,76,111,112,117,129,141,150,152,153,161,169,201],ones_lik:[33,152],onesid:[152,162],ongo:18,onli:[1,3,5,6,7,8,9,11,12,13,14,15,17,18,19,20,21,22,23,27,28,29,30,32,33,34,35,36,44,53,55,56,57,59,60,61,62,67,68,69,72,76,78,79,82,83,84,90,91,92,93,94,95,98,102,105,107,108,109,111,114,117,122,123,128,129,132,133,134,136,137,138,139,141,143,144,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,172,173,174,178,182,183,185,188,189,190,191,192,195,199,201,203],onlin:[24,55,106],only_en:161,onnx:[0,51,52,53,56,59,65,91,92,93,94,99,100,101,102,150,153,156,162,196,197,202],onnx_model:[46,61,191],onnxoptim:[46,201],onnxruntim:0,onnxzoo:0,onto:[9,26,33,63,111,152,174,178,182,183,185,188],onward:63,oo:83,oo_c:83,oo_c_init:83,oobcheck:161,ooc:83,oof:83,op1:155,op2:155,op:[1,2,6,7,13,15,18,33,34,35,37,49,53,55,56,58,61,62,63,64,69,76,78,79,82,83,84,90,91,98,99,100,101,102,105,106,108,114,118,120,122,123,124,125,128,129,136,137,138,139,143,147,148,149,150,152,153,154,155,158,159,160,161,162,164,167,170,173,174,182,183,185,188,189,190,192,195,199],op_attr_typ:14,op_convert:150,op_diff:79,op_id_:35,op_index:118,op_macro:35,op_nam:[25,79,118,140,143,149,155,162,169],op_pat:169,op_stat:34,op_to_cnt_aft:79,op_to_cnt_befor:79,opaddtyperel:143,opaqu:[3,33,161,166,167],opattributeinvalid:140,opattributerequir:140,opattributeunimpl:140,opcod:174,opcode_t:174,open:[2,6,9,19,21,22,24,25,29,35,42,43,44,45,46,47,48,49,50,53,54,55,64,66,67,68,70,71,72,91,99,100,101,104,106,107,108,109,110,111,112,132,138,145,157,163,176,177,178,191,196,201,202],open_transport:[10,28],openbla:132,opencl:[6,8,15,28,40,54,58,59,64,65,66,93,101,122,132,157,158,159],opencl_device_host:192,opencl_device_port:192,opencl_modul:53,openclml:[59,65],opencv:[43,178],opengl:161,openmp:69,openpgp:29,oper:[1,2,3,6,7,11,12,15,18,21,24,25,28,31,36,37,39,40,46,49,53,59,61,63,64,65,67,68,69,70,71,72,78,79,80,83,90,95,96,98,99,100,101,102,103,105,107,110,111,114,117,119,122,124,125,127,132,136,137,138,140,141,143,145,146,147,148,149,150,151,152,153,154,155,156,157,159,160,161,162,164,165,166,169,170,172,174,177,178,182,183,185,191,192,193,196,197,198,200,201,202,203],operand:[129,138,143,160,161,162],operationnod:7,operaton:[160,161],operator_funct:11,operator_macro:35,operatorconvert:150,operatormodul:[145,200],operror:140,opfus:[152,155],opimplement:[14,148],opnam:[1,55],opnod:[34,148,160,164],opnotimpl:[25,140],opportun:[7,24,33,161,177],opposit:[7,137,152,162],opset:[0,150],opspeci:14,opsset:111,opstrategi:[14,33],opt1:84,opt2:84,opt3:84,opt4:84,opt5:84,opt6:84,opt6_tim:84,opt:[66,78,107,132,138,166,174],opt_conv_cuda:[82,85],opt_conv_tensorcor:[83,85],opt_gemm:[84,85],opt_level:[0,1,8,12,42,43,44,45,46,47,48,49,50,53,55,56,61,62,63,64,66,67,68,69,70,71,72,76,78,79,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,114,118,136,137,143,152,155,161,178,191,197],opt_pass_level:[152,155],opt_sch_fil:102,optim:[1,2,3,6,9,12,13,21,24,30,33,34,35,37,40,53,56,61,62,63,66,67,68,72,75,76,80,85,90,91,92,93,94,95,96,98,99,102,106,107,111,117,119,128,130,136,137,138,143,144,148,150,152,153,155,161,162,165,167,168,169,170,171,174,176,185,186,188,193,195,197,198,200],optimizer_config:107,option:[0,2,3,9,10,12,16,19,21,24,28,29,32,33,34,35,36,49,53,55,59,60,62,63,64,67,68,72,75,78,92,93,94,104,105,106,107,108,110,112,117,122,127,132,134,136,137,138,139,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,166,167,191,192,201],option_constructor:149,option_dict:61,optiona:162,optionail:156,optional_qnn_op:155,options_from_nam:159,optyp:46,orang:7,orchestr:[12,78,203],order:[1,2,3,4,7,9,12,13,14,16,18,21,23,24,32,33,34,35,59,62,66,67,68,76,79,82,84,98,99,100,101,107,111,125,128,136,137,138,141,143,144,147,152,153,154,155,156,158,160,161,162,165,166,167,169,170,172,174,177,178,182,183,185,188,189,190,199,202],ordered_loop:161,ordered_union:144,ordinari:166,ordr:147,org:[17,18,19,29,36,39,45,46,47,48,49,50,55,61,63,69,70,71,72,99,100,101,107,109,111,114,136,138,150,151,152,153,155,161,162],organ:[6,18,23,24,53,84,175],orgin:136,orient:[24,167],orig:33,orig_cal:33,origin:[1,6,7,21,26,29,33,34,53,72,76,84,104,106,108,111,119,128,136,137,149,150,151,152,153,154,155,156,160,161,162,163,182,183,188,197,199],origin_op:7,origin_s:162,ormod:92,os:[0,9,11,39,45,49,50,58,63,64,65,66,71,72,90,91,93,95,99,100,101,102,103,104,105,106,107,108,110,111,118,134,137,145,178,182,183,185,188,192,201],osci:107,oscil:9,oserror:131,oshap:[154,162],oss:[21,45],ostringstream:35,ot:137,other:[0,1,3,6,7,8,9,10,11,12,13,14,17,18,19,20,22,23,24,25,26,28,32,34,35,36,37,39,42,43,45,48,53,57,61,62,63,64,67,68,69,70,72,79,90,98,105,106,108,111,117,119,124,127,128,130,132,133,134,136,137,138,141,143,146,148,151,152,153,155,158,159,160,161,162,164,166,167,169,170,172,174,177,178,188,189,190,192,194,196,197,199,201,203],other_map:161,other_opt:137,other_target:136,otheropt:98,otheroptionent:137,otheroptionspac:137,otherwis:[7,12,14,33,35,76,104,110,127,128,136,137,138,139,141,143,144,148,149,152,154,155,158,159,160,161,162,167,178],ought:111,our:[1,7,8,9,15,17,21,24,28,33,34,35,36,53,64,65,66,67,68,69,70,76,78,83,84,90,91,92,93,94,95,98,99,100,101,102,105,106,107,109,114,122,123,128,129,132,137,147,148,161,177,182,183,185,188,190,191,192,197,199,201,202],ourselv:[34,90,189,195],out1_typ:166,out2_typ:166,out:[1,6,7,9,13,14,15,18,21,28,29,35,45,53,55,62,63,66,67,68,69,70,72,78,79,83,84,90,91,95,106,110,111,117,118,120,123,128,131,133,136,137,138,141,144,145,151,152,153,155,156,160,161,162,166,169,173,174,177,178,182,183,185,188,189,194,195,197,199,201,203],out_1:189,out_:35,out_buff:[160,162],out_c:[43,178],out_cb:46,out_channel:[82,83,117,118,153,162,183,185],out_channel_block:162,out_channel_chunk:162,out_cr:46,out_cuda:117,out_cudnn:117,out_data:162,out_deploi:197,out_depth:[151,162],out_dict:69,out_dim:162,out_dir:138,out_dtyp:[90,98,105,151,153,155,162],out_fil:[107,137,138],out_filt:162,out_grad:[153,162],out_h:[43,178],out_height:[151,153,162],out_i:[46,189],out_i_i:189,out_i_o_i:189,out_i_o_o:189,out_i_o_o_j_o_o_fus:189,out_idx:35,out_indic:[156,162],out_indptr:162,out_j:189,out_j_i:189,out_j_o_i:189,out_j_o_o:189,out_layout:[153,162],out_np:[90,189],out_ret_tcod:110,out_ret_valu:110,out_shap:[2,35,43,100,102,117,118,178,197],out_siz:[35,82,136],out_store_nbyt:[178,182,183,185],out_tensor:156,out_tupl:162,out_tvm:[90,189],out_typ:[14,33,148,162,166],out_valu:162,out_w:[43,178],out_width:[151,153,162],outcom:[144,185],outdat:28,outer:[7,76,84,95,117,125,127,141,152,160,161,162,167,182,183,185,190,199],outer_product:164,outermost:[7,161,182,199],outgo:174,outlin:[10,24,155],outlinecompilerfunctionswithexistingglobalsymbol:155,outmost:160,outperform:[84,98,199],output:[1,3,4,6,7,9,10,11,14,15,16,18,19,29,32,33,35,36,37,42,43,44,45,46,48,50,53,54,61,62,63,64,65,67,68,71,82,83,84,90,91,92,93,94,95,98,104,105,106,107,109,111,112,114,118,120,123,127,128,129,132,136,137,138,139,141,143,145,147,148,150,151,152,153,154,155,156,158,160,161,162,164,166,169,170,173,174,178,182,183,185,188,189,197,199,200,202,203],output_0:[65,201,202],output_1:123,output_2:123,output_block:161,output_channel:138,output_data:[107,108],output_data_sec:107,output_depth:153,output_detail:[71,108],output_dim:114,output_dtyp:108,output_expr:155,output_fil:201,output_format:[138,156],output_grad:33,output_height:[138,153],output_len:107,output_list:203,output_modul:143,output_nam:108,output_pad:[153,162],output_path:[107,145],output_s:[18,153,162],output_scal:162,output_shap:[55,79,83,91,92,93,94,99,100,101,102,108,152,162,183,185,191],output_t:114,output_tensor:[61,164],output_typ:33,output_width:[138,153],output_zero_point:162,outreach:23,outsid:[9,13,14,23,33,34,84,106,112,124,132,151,152,160,161,162,167,169,199,200],outstand:22,over:[6,7,9,10,13,18,20,21,23,28,32,33,34,53,64,65,84,123,124,125,128,138,143,145,152,153,155,158,160,161,162,166,174,177,178,182,183,185,188,190,192,199],overal:[6,21,23,53,64,155,158,178],overarch:6,overcomput:161,overfit:111,overflow:[9,20,152,174,182],overhead:[9,15,70,98,104,141,174,192],overlap:[21,24,152,161,162],overload:[5,33,37,143,161],overrid:[3,15,16,34,35,37,62,64,119,122,136,137,143,150,159,161,192],overridden:[53,159],override_instru:[12,79,143],override_native_generic_func:[14,33,159],overriden:[12,62],overse:23,overview:[6,18,22,24,34,53,106,134,165,167,170,175,183,185,191,201],overwhelm:22,overwrit:[134,136,202],overwritten:14,owi:9,own:[1,6,10,12,13,21,23,24,26,31,32,34,40,55,76,82,103,111,113,114,119,131,137,146,150,161,162,167,169,171,177,178,182,183,185,188,191,196,201],owner:21,ownership:23,p01:78,p02:78,p03:78,p0:[53,78,91,92,93,94],p11:78,p12:78,p1:[53,78,91,92,93,94],p2:[78,91,92,93,94],p3:[78,91,92,93,94],p4:[92,94],p:[53,66,92,94,107,111,136,150,153,162,166],p_dim1_:35,p_dim2_:35,p_f:162,p_i:162,p_id_:35,p_o:162,p_op_:35,p_y_inn:160,pace:22,pack:[4,8,12,15,18,19,24,32,35,71,78,104,106,110,136,152,153,158,159,160,161,162,178,182,183,185,188],pack_axi:[153,162],pack_dict:178,pack_dtyp:[153,162],pack_typ:[153,162],pack_weight_til:153,packag:[21,29,36,45,46,48,50,53,55,62,64,65,66,67,68,69,70,71,87,98,99,100,101,104,105,106,107,108,109,110,111,112,114,133,134,138,144,154,160,163,178,188,190,196,201],package_path:[65,202],packed_arg:18,packed_func:[15,35],packed_index:18,packed_out:162,packedb:[84,199],packedb_1:[84,199],packedfunc:[3,6,9,25,35,37,60,120,141,148,154,158,159,160,161,162],packedinput:162,packfuncvoidaddr:37,pad:[1,4,55,62,65,69,78,79,82,83,90,98,105,117,118,127,138,147,151,152,153,154,155,161,162,169,171,174,183,197,203],pad_aft:[161,162],pad_back:[153,162],pad_befor:[161,162],pad_bottom:[138,153,162],pad_data:98,pad_down:[153,162],pad_einsum:161,pad_front:[153,162],pad_h:[83,138,183],pad_height:[153,162],pad_left:[138,153,162],pad_mod:153,pad_right:[138,153,162],pad_temp:[90,92,93,94,117],pad_temp_global_textur:53,pad_temp_i0:90,pad_temp_i1:90,pad_temp_i2:90,pad_temp_i3:90,pad_temp_shar:[90,195],pad_temp_shared_1:[90,195],pad_temp_shared_ax0:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fus:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o:90,pad_temp_shared_ax1:90,pad_temp_shared_ax2:90,pad_temp_shared_ax3:90,pad_top:[138,153,162],pad_valu:[153,155,161,162],pad_value_block:161,pad_w:[83,138,183],pad_width:[1,65,153,162],padb:162,padded_data:153,paddedinput:93,padding_mod:[151,162],paddl:[47,150],paddle_resnet50:47,paddlepaddl:[51,52,150],padinput:162,padl:162,padr:162,padt:162,padv2:4,pae:112,page:[0,6,19,24,29,30,35,39,59,63,66,84,91,99,101,132,133,135,165,168,176,177,181,194,199,201],pai:[21,174],pain:19,pair2:166,pair:[1,14,32,35,79,136,137,138,143,150,152,154,155,158,161,162,166,167,170,190],pairwis:137,palomero:203,panel:106,panic:39,panthera:[191,201],paper:[24,111,154],papi:86,papi_avail:87,papi_fp_op:87,papi_native_avail:87,papimetriccollector:87,paraet:154,paragraph:34,parallel:[3,5,20,37,40,91,92,93,94,95,99,100,101,136,137,147,155,160,161,164,174,183,189,196],parallel_barrier_when_finish:160,parallel_launch_point:160,parallel_stride_pattern:160,param0:[152,158],param1:[152,158],param:[1,2,8,9,11,18,24,33,42,43,44,45,46,47,48,49,50,53,54,56,61,62,63,64,65,66,67,68,69,70,71,72,87,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,114,117,118,136,138,141,143,144,148,149,150,152,153,154,155,158,160,161,162,166,169,178,191,197,201],param_0:150,param_1:150,param_byt:[152,158],param_d:72,param_map:161,param_nam:[3,161],param_tensor:114,paramet:[0,1,2,3,6,9,16,19,24,32,33,46,48,49,53,64,66,67,68,69,70,72,78,90,91,92,93,94,95,96,99,100,101,102,105,106,107,108,110,111,118,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,165,166,167,169,174,175,177,178,182,183,185,197,199,201,203],parameter:[32,137,169,177,190],parameter_s:106,parametr:[31,78,166],parametrize_target:[20,32,154],params_byt:141,paramt:62,parent:[7,8,141,149,160,161,169,203],parent_pattern:169,parit:149,parm:65,parquet:0,pars:[9,11,35,42,43,50,104,110,119,138,141,143,149,150,152,154,155,160,161,164,167,178],parsabl:11,parse_compute_vers:138,parseabl:11,parsefromstr:49,parsejson:35,parser:[1,3,5,71,138,150,155,164],part:[1,6,8,13,14,18,21,23,32,35,36,38,46,53,56,73,74,82,91,92,93,94,95,100,106,112,114,124,128,136,138,152,153,155,158,160,161,162,167,169,171,177,182,188,191,201,203],parti:[1,14,21,35,131,132,194],partial:[33,111,155,161,174],partialevalu:155,particip:[22,23,27],particular:[1,3,7,9,11,13,17,24,32,35,37,46,152,158,161,162,166,167,169,170,189,191,201],particularli:[9,166],partit:[55,59,61,63,91,92,93,94,149,155,161,196,203],partition:56,partition_for_arm_compute_lib:55,partition_for_bnn:56,partition_for_clml:64,partition_for_cmsisnn:[106,108],partition_for_cutlass:118,partition_for_mrvl:61,partition_for_tensorrt:62,partition_for_vitis_ai:63,partition_loop:161,partition_po:161,partitionedfrompattern:169,partitiongraph:155,pass1:12,pass2:12,pass:[3,4,5,6,8,9,13,15,18,19,20,21,28,29,30,31,32,33,35,36,37,44,46,48,49,53,55,56,59,60,62,63,64,67,68,69,70,72,75,77,84,87,91,92,93,94,95,99,101,102,105,106,107,110,111,112,114,119,128,132,134,136,137,138,140,143,145,147,150,152,155,157,158,160,161,162,163,164,166,167,169,170,174,176,178,182,183,185,188,190,192,196,197,199,200,202,203],pass_context:[105,152,155],pass_ctx:12,pass_func:[12,34,143,155,161],pass_info:[12,79,143],pass_inst:12,pass_instru:[12,78,79,143],pass_nam:[12,79],pass_seq:[12,79],pass_xx:12,passbadenterctx:79,passbadexitctx:79,passbadrunbefor:79,passcontext:[1,6,34,42,43,44,45,46,47,48,49,50,53,55,56,61,62,63,64,66,67,68,69,70,71,76,78,83,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,114,118,143,152,155,161,163,178,191,197],passcontextnod:12,passcontextthreadlocalentri:12,passcontextthreadlocalstor:12,passdown:7,passen:12,passexamplebas:79,passfin:79,passfine_0:79,passfine_1:79,passinfo:[12,143,152,155],passinfonod:12,passinstru:[12,78,79,143],passinstrumentnod:12,passinstur:78,passiv:5,passnod:12,passphas:203,passprintinginstru:143,passtiminginstru:[12,79,143],passup:7,password:[29,177],past:[29,106,111,131,138,166,172,174],pat1:169,pat2:169,pat3:169,pat:[149,169],patch:[15,17,23,27,28,62,107,136,153,158],patern:149,path1:169,path2:169,path:[2,8,11,16,20,25,26,30,32,35,45,49,50,53,55,58,62,63,64,71,72,87,93,99,100,101,104,105,106,107,108,109,110,112,118,131,132,134,137,138,144,145,149,150,157,158,160,162,163,169,177,178,182,183,185,188,191,192,201,203],path_dso:138,path_lib:[8,93,197],path_param:2,path_pattern:169,path_target:138,path_to_annot:158,path_to_underlin:158,pathlib:[104,105,106,107,108,109,110,137,145,203],pathlik:[137,145],patient:177,patten:147,pattern1:169,pattern2:169,pattern:[5,13,14,29,33,34,35,40,56,76,84,106,124,128,147,149,152,155,160,161,162,165,167,170,174,185,199,203],pattern_nam:155,pattern_t:155,pattern_util:33,patternconstructor:152,patternn:169,patterntupl:152,patternvar:152,patternwildcard:152,paul:203,pave:12,payload:18,pb:[4,49],pbqptuner:102,pbtxt:49,pc:[12,18,34,36,87,106,154,174,177],pc_offset:18,pdf:[151,153,162],peach:134,peak:[9,10],peephol:162,peer:171,penalti:56,pend:[36,64,66,91,99,100,101,152,161],peopl:[21,22,111,128],pep517:132,per:[9,11,13,28,30,36,70,79,82,114,136,143,144,153,156,158,161,162,174,178,182,192],per_task_early_stop:136,percent:72,percentag:72,perceptron:[154,168],perciev:111,perf:[0,87],perfect:[20,111,161],perfectli:[21,169],perform:[1,3,4,6,7,10,11,12,13,15,18,21,33,34,35,37,40,53,55,56,61,62,67,68,69,72,78,82,83,84,87,91,92,93,94,95,96,97,99,100,101,102,105,106,111,112,117,123,125,127,128,129,130,136,137,138,143,146,149,150,151,152,153,154,155,156,160,161,162,169,170,171,174,177,182,183,185,188,190,192,195,200,201],performac:59,period:[21,28,150,161,177],peripher:106,perm:137,permiss:177,permit:[125,167,170],permut:[137,152,161,162],persist:35,person:[21,22,106,178],perspect:[167,170],pertain:21,pertin:170,petalinux:[63,177],pf:35,phase:[6,13,46,76,83,155,160,161,170,182,183,185,188,196,199],philosophi:[15,174],phone:[91,99,101,159],physic:[3,6,16,22,23,32,36,70,71,102,104,105,109,110,112,144,158,174,177],pi:[12,15,24,59,73,74,91,99,101,192],pi_cl:143,pi_class:143,pic:134,pick:[6,9,21,26,27,33,55,64,72,84,98,99,100,101,105,106,110,111,137,148,183,190,196,199],pick_best:[64,99,100,101,137],pickl:[114,137,138],pickle_memo:142,pictur:[12,13],pid:66,piec:[9,11,18,21,39,64,112,148,155,172],piecewis:153,pil:[42,44,45,46,47,48,49,50,64,66,67,68,70,71,106,107,109,191,201],pillow:[45,46,63,106,107,178,201],ping:21,pip3:[63,98,99,100,101,132,177,178,190,201],pip:[0,28,42,43,44,45,46,47,48,49,50,64,69,71,104,105,106,107,108,109,110,111,112,114,119,132,133,201,203],pipe:110,pipe_config:118,pipelin:[1,6,12,19,37,53,58,78,115,116,120,143,161,170,173,177,183,197],pipeline_executor:118,pipeline_executor_build:118,pipeline_mod_factori:118,pipeline_modul:118,pipelineconfig:118,pitfal:9,pixel:[82,111,151,153,162],pjreddi:[43,178],pkg:132,pkg_path:65,pkl:114,pkl_file:114,pl:[13,63],place:[5,10,11,13,15,19,21,24,29,32,33,34,36,39,55,57,76,83,87,106,107,111,136,138,152,153,160,161,162,169,172,177,178,188,191],placehold:[2,7,15,35,37,58,76,82,83,84,90,91,92,93,94,95,98,117,120,122,123,124,125,127,128,129,136,137,138,139,143,148,160,161,162,164,170,182,183,185,189,190,192,195,199,200,203],placeholder1:203,placeholder_10:95,placeholder_11:95,placeholder_12:95,placeholder_13:95,placeholder_14:95,placeholder_1:[95,195],placeholder_2:[95,195],placeholder_3:[95,195],placeholder_4:95,placeholder_5:95,placeholder_6:95,placeholder_7:95,placeholder_8:95,placeholder_9:95,placeholder_shar:195,placeholder_shared_1:195,placeholderop:[7,136,160],placement:21,plai:[78,119,158],plain:[17,102,162],plaintext:19,plan:[6,106,107,137,161],plan_siz:137,planandupdatebufferallocationloc:161,planar:56,plandevic:155,plane:137,planner:9,platform:[6,10,11,19,21,28,36,38,43,55,56,57,58,59,63,66,71,72,73,75,87,88,96,103,104,105,106,107,109,110,112,122,132,138,145,148,152,169,177,188,189,191,192,194,196,199,201],platinum:102,pleas:[4,6,7,12,13,17,18,21,22,24,25,28,29,32,34,36,39,42,43,44,45,46,48,49,50,53,62,63,64,65,66,67,68,69,70,71,78,79,83,84,93,107,114,119,129,138,140,146,150,152,153,161,162,167,178,191,201],plenti:98,plevel:[14,143,148],plotter:138,plt:[43,44,45,46,50,64,111,178],plu:[10,28,145,161,170],plug:[12,63,78,95],plugin:[6,158,177],pmc:[21,23,29],png:[42,44,45,46,47,48,50,64,66,67,68,70,109,111,191,201],pod:[6,120,161],point2knob:137,point:[3,5,7,9,12,13,29,34,53,55,62,63,70,75,91,106,111,127,132,136,137,141,143,151,152,153,159,160,161,162,166,167,169,170,174,177,182,183,185,196,199,202],pointer:[3,6,18,35,60,95,120,128,143,161,162,166,167,170,174,200,203],pointertyp:143,pointervaluetyperewrit:161,pointwise_channel:154,polici:[6,14,21,28,84,90,95,98,136,137,189,190,199],polish:21,pollut:164,polyhedra:40,polymorph:[13,155,165,170],ponit:53,pool1d:162,pool2d:162,pool3d:162,pool:[14,18,35,55,134,143,152,153,156,162,174,182],pool_grad:162,pool_info_properti:143,pool_max:[92,94],pool_nam:143,pool_siz:[55,65,79,153,197],pool_typ:162,pooled_s:156,poolinfo:143,poolinfoproperti:143,poor:[95,155],poorli:111,pop:[26,79,143,177],pop_siz:[64,99,100,101,102,137,191],pop_trac:143,popcount:[5,160,161,164],popen:157,popensess:157,popul:[7,10,34,111,136,155],popular:[12,191],port:[9,10,36,53,55,63,64,65,66,67,68,91,93,99,100,101,107,131,136,137,154,157,174,177,182,183,185,188,192,202],port_end:157,port_numb:202,portabl:[9,60,67,68,111,172,190],portion:[167,170,182,188,199],posit:[2,6,24,33,53,60,137,138,152,155,156,157,158,160,161,162,182,183,188,199],posites2:150,posix:110,posix_popen_serv:157,posixpath:106,possibl:[3,6,7,11,12,15,19,20,21,24,25,28,34,53,56,59,60,61,62,72,107,117,119,123,124,132,136,137,138,143,148,149,152,153,155,157,161,162,166,167,168,170,190,199,200,202],post:[19,27,39,70,76,132,138,144,147,149,155,160,161,166,176,191],post_order_visit:[76,79,147,161],post_tun:144,postord:161,postproc:144,postprocess:[36,161,201],postprocessor:144,potenti:[20,21,23,34,63,132,144,161,199,202],pow:[1,4,161],power2:137,power:[5,6,12,36,53,55,62,63,107,111,114,134,137,152,160,161,162,164,166,170,173,177,199],pprint:79,pr:[1,9,19,20,21,22,26,28,29,30,33,61,169],practic:[9,21,23,24,35,53,90,91,92,93,94,95,98,111,189,190,201],practition:165,pragma:[9,90,98,128,160,161,174,182,183,185,188,189],pragma_dma_copi:182,pragma_import_llvm:128,pragma_kei:161,pragma_scop:160,pragma_typ:160,pragma_valu:160,prc:36,pre:[6,29,35,53,55,70,71,76,79,91,92,93,94,99,100,101,102,131,132,133,136,137,138,141,144,149,152,153,155,159,160,161,166,167,168,169,177,178,182,183,185,188,191,196,197],pre_comput:162,pre_order_visit:161,pre_tun:144,prebuilt:[53,55,65,177],preced:173,precis:[13,20,62,63,83,102,153,154,155,162,174],precompil:9,precomput:[161,162],precondit:161,pred:114,predefin:[53,143],predic:[137,160,161,174],predict:[42,44,45,47,48,49,50,61,66,67,68,71,84,91,92,93,94,109,110,136,137,144,153,156,162,190,191,201],predict_net:150,predict_stag:136,prefer:[1,20,25,28,32,35,91,92,93,94,134,148,155,158],prefetch:[9,160,161],prefix:[13,25,63,64,95,99,100,101,102,132,137,154,155,158,160,162,167,191],preliminari:[5,160,164],preload:61,preloadcustomsketchrul:[95,136],preloadmeasuredst:[90,136,189],prelu:[153,162],prelud:[152,154,166],preorder:161,prepapr:73,prepar:[27,28,36,59,70,106,144,148,155,174,178,193,200],prepare_param:114,prepare_test_lib:57,prepend:152,preper:72,preprint:154,preprocess:[36,44,45,48,49,50,63,64,70,109,111,114,158,162,201],preprocess_input:44,preprocessor:174,prequant:[73,74],prerequisit:[12,50,53,71,161],presenc:[1,9],present:[9,11,18,28,32,33,106,134,136,150,158,161,162,164,166,170,174,177,191,201],preserv:[7,76,150,152,161],preserve_pytorch_scop:150,preserve_unit_it:161,preserve_unit_loop:161,press:106,presum:[9,22],pretrain:[56,59,62,69,73,74,109,111,114,150,179,180,181],pretti:[35,90,111,149,152,155,167,189],pretty_print:[149,152],prev_shap:[152,162],prevent:[1,23,111,152,174,177],previou:[1,7,9,18,21,27,29,32,35,53,91,92,93,94,120,122,124,137,147,152,153,162,167,170,177,190,191,199,201],previous:[2,3,7,9,18,107,167,190,191,201,202],prim:148,prim_func:[76,83,84,90,123,124,125,128,129,148,160,161,182,183,185,188,189,195,199,200],prim_func_pass:[76,161],primal:161,primari:[3,6,11,34,53,72,161,166],primarili:[6,18,19,37,72,155],prime:177,primexpr:[136,143,149,151,160,161,162],primexprwithop:[160,161],primfn:95,primfunc:[6,12,139,144,148,160,161],primfuncnod:161,primfuncpass:[78,161],primit:[6,12,15,18,37,40,56,76,78,83,98,121,123,124,126,127,128,143,147,148,155,161,162,167,168,182,183,185,188,195,196,200],primtyp:143,principl:[21,24,27,174],print0:29,print:[6,7,12,13,15,28,30,34,42,43,44,45,47,48,49,50,53,61,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,118,120,122,123,124,125,128,129,136,138,143,144,147,149,152,155,158,159,160,161,167,169,178,182,183,185,188,189,190,191,192,195,197,199,200,201,202,203],print_after_pass_nam:143,print_before_pass_nam:143,print_best:[90,136,189],print_for_debug:136,print_funct:[120,122,123,124,125,128,129,178,182,183,185,188],print_line_numb:158,print_mod:[90,136],print_python_code_from_st:136,print_tuning_statist:144,print_var:147,printaft:12,printafteral:143,printbeforeal:143,printer:[148,161],printf:107,printir:[12,78,143],printirbefor:12,println:111,printtableinfo:136,printvisitor:34,prior:[3,24,28,63,136,156,161,174],prior_record:202,priorbox:156,priorit:[0,91,92,93,94],prioriti:[14,53,64,66,136,137,143,155,157],privat:[8,12,17,22,29,34,35,56,161],privileg:[107,177],pro:[91,99,101],proactiv:28,prob:161,probabl:[67,68,106,111,137,153,156,161,191,201],problem:[1,6,13,15,17,19,21,22,24,28,36,39,53,95,122,123,129,137,145,166,167,170,172,203],proc:[64,65,66,199],proce:[3,29,149,160,161],procedur:[6,12,20,28,34,36,129,167,174,196,202],proceed:[63,64],process:[1,2,3,4,6,7,9,10,11,17,19,20,21,22,24,27,28,34,35,36,37,40,42,43,53,61,63,64,66,83,84,90,91,92,93,94,95,99,100,101,110,111,112,132,136,137,144,155,157,162,166,169,174,177,182,188,190,191,196,199,203],process_param:155,processgraphdefparam:49,processmoduleblob:8,processor:[53,59,61,63,84,87,111,132,141,161,172,174,191,196,199,201,202],prod:[4,29,33,62,152,153,162,170],produc:[2,7,9,10,11,18,24,32,33,34,53,59,65,72,99,100,101,105,110,117,128,136,146,149,151,153,154,155,158,160,161,166,167,170,174,177,182,188,190,191,196,199,201],producerload:161,producerr:161,producerstor:161,product:[9,12,17,18,23,30,33,53,70,71,72,98,123,152,156,161,162,177,182,190,191,196],profil:[12,15,18,70,79,80,143,144,148,158,161,191,199,201],profile_all_align:118,profiler_vm:87,profileresult:158,profit:155,program:[6,7,9,10,12,13,15,18,24,33,34,35,62,67,68,83,84,87,91,92,93,94,95,98,99,100,101,102,112,125,136,137,138,139,143,147,148,150,154,155,157,158,159,160,161,163,165,166,167,169,170,171,174,177,178,182,183,185,190,192,196,199],program_cost_model:[94,95,136],program_fpga:[163,177,178,182,183,185,188],program_or_lay:150,programbuild:136,programm:[82,83,107,130],programmat:12,programrunn:136,progress:[14,21,29,30,99,100,101,102,137,177,191,201,202],progress_bar:[64,99,100,101,102,105,137,191],proj:162,proj_dim:162,projec:10,project:[6,9,11,21,23,24,27,28,55,57,59,105,110,132,145,146,162,170,177,193,194,196],project_api:10,project_dir:[10,145],project_opt:[104,105,108,109,110,145],project_tar_path:108,project_typ:[104,105,108,110,111,112],projectapihand:10,projectapihandl:10,prolog:170,promis:[21,84,137],promot:[19,21,23,27,30,152,161],promote_dtyp:161,promote_dtype_str:161,prone:[99,100,101],proof:9,propag:[0,34,72,79,134],propboundtoinput:7,proper:[28,30,35,48,69,110,153,155],properli:[7,18,19,33,50,111,166,177],properti:[1,3,6,7,10,30,53,60,106,137,138,143,146,147,152,155,158,159,160,161,162,167,169,170,203],propos:[21,22,23,25,137,156,169,190],proposit:20,proprietori:[64,65],protect:[29,90,92],protobuf:[4,49,150],protocol:[18,37,110,137,145],prototxt:150,prototyp:[0,12,13,15,169,174,176,182,188,199],provd:138,prove:111,proven:24,provi:155,provid:[2,3,4,6,9,10,11,12,13,14,15,18,21,22,23,24,28,29,30,32,33,34,35,36,37,40,42,44,46,47,50,53,55,56,57,61,62,63,64,66,71,72,76,78,79,82,83,84,87,90,92,95,96,98,99,100,101,104,107,110,112,117,119,120,122,123,124,125,128,131,132,136,137,138,143,149,150,151,152,153,154,155,158,160,161,162,163,165,166,167,168,169,170,173,174,177,178,182,183,185,188,190,191,192,193,195,196,199,201,202,203],proxi:157,proxy_server_kei:157,proxy_server_port:157,proxy_server_url:157,prune:[73,74,144,197],prunebert:72,pseudo:[7,117,174,185,190],pseudocod:161,pssed:[161,162],psutil:[98,99,100,101,107,132,190],pt_inp:70,pt_result:70,pt_tensor:70,pt_top3_label:70,pth:[48,69,70,109],ptr:161,ptr_type:161,ptress:161,ptx:[37,138,161,199],ptx_arrive_barri:161,ptx_arrive_barrier_expect_tx:161,ptx_commit_group:161,ptx_cp_async:161,ptx_cp_async_barri:161,ptx_cp_async_bulk:161,ptx_init_barrier_thread_count:161,ptx_ldmatrix:161,ptx_mma:161,ptx_mma_sp:161,ptx_wait_barri:161,ptx_wait_group:161,ptype:[12,161],publicli:111,publish:[17,29],pull:[1,19,20,21,23,24,26,27,29,87,132],pure:[12,36,122,155,161,167,169,199],purg:132,purpos:[6,7,11,12,14,15,16,37,63,72,78,91,92,93,94,110,128,131,134,138,141,155,160,161,167,170,182,188,196,200],pursu:177,push:[19,27,28,29,35,53,62,64,130,143,174],push_back:[7,35],push_trac:143,pushd:29,put:[6,7,12,13,25,26,28,35,36,46,60,76,79,119,127,128,129,153,170,183,199],pw:177,pwd:[28,36,50,66],px:58,px_quant_siz:63,py3:[45,48,64,67,68,69,70,109,111,114],py:[5,7,10,12,14,18,20,24,25,26,28,29,33,36,37,42,43,44,45,46,47,48,49,50,52,53,55,57,58,60,62,63,64,65,66,67,68,69,70,71,72,74,76,77,78,79,82,83,84,85,89,90,91,92,93,94,95,97,98,99,100,101,102,104,105,106,107,108,109,110,111,112,113,114,116,117,118,119,120,122,123,124,125,126,127,128,129,132,134,137,144,145,151,153,154,155,161,169,174,177,178,180,182,183,185,186,187,188,189,190,191,192,194,195,196,197,198,199,200,201,202,203],pybind11:132,pyc:[28,104],pyfunc:[152,160],pygment:158,pylint:20,pynq:[173,176,178,182,183,185,188],pynq_rpc:177,pynq_sampl:177,pypi:47,pyplot:[43,44,45,46,50,64,111,178],pyrunn:144,pyseri:[104,105,106,108,109,110,112],pytest:[19,20,28,32],python2:[98,99,100,101,177,178],python3:[10,29,30,36,45,48,53,61,63,64,66,67,68,69,70,91,92,93,94,104,105,108,109,110,111,112,114,132,177],python:[1,3,5,6,13,14,15,19,21,25,27,30,31,34,35,36,37,42,43,44,45,46,47,48,49,50,51,55,58,59,62,63,64,65,66,67,68,69,70,71,72,76,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,111,114,117,118,119,122,123,124,125,127,128,129,130,133,136,137,138,140,143,145,148,150,152,154,157,158,159,160,161,163,164,166,167,168,169,170,178,182,183,185,188,189,190,192,193,194,195,196,197,198,199,200,201,203],pythonpath:[28,36,50,53,66,67,68,112,132,177,192,201],pythran:132,pyton:14,pytorch:[12,45,46,51,52,53,68,73,74,78,91,92,93,94,103,113,132,138,150,152,162,196,202],pytorch_half_pixel:[151,162],pyxir:63,q:[19,111,152,153,155,161,162],q_:161,q_multiply_shift:161,q_multiply_shift_per_axi:161,qat:155,qbase:107,qconfig:[70,107,178],qemu32:112,qemu:[110,112,172],qemu_x86:[104,112],qfloat:159,qmobilenet:70,qmodel:70,qnn:[6,55,71,150,155,162],qnn_conv2d_alter_layout:162,qnn_dense_alter_layout:162,qnn_requantize_alter_layout:162,qpf:177,qq:111,qread:107,qsize:107,qualcomm:53,qualifi:[150,155],qualiti:[23,27,28],quant_max:70,quant_min:70,quant_output_scal:108,quant_output_zero_point:108,quantifi:111,quantiti:18,quantiz:[6,9,61,63,108,109,128,143,147,150,153,155,162,169,178,182],quantization_paramet:108,quantize_conv_bias_mkldnn_from_var:150,quantize_model:70,quantized_model:111,quantized_model_path:111,quantizeinput:162,quartus_rootdir:177,quartuslitesetup:177,queri:[3,6,16,17,35,36,37,53,59,66,90,91,92,93,94,95,98,99,100,101,136,137,144,148,158,161,166,167,189,190,192],query_import:158,query_ir_modul:144,query_rpc_track:[36,64,66,91,99,100,101],query_schedul:144,query_tuning_record:144,question:[17,20,22,24,80,83],queu:3,queue:[3,36,53,64,66,91,99,100,101,107,153,162,174],quick:[13,15,44,45,47,48,53,63,64,69,111,119,158,160,161,177,182,188,190,193,198,199],quickli:[6,9,12,13,21,23,28,29,37,53,111,127,133,136,194],quit:[13,15,18,28,59,72,111,123,169],r1:50,r:[33,35,61,63,72,83,103,104,105,106,108,110,112,113,114,128,131,141,158,161,170,191,201],r_0:162,r_1:162,r_:162,r_a:[92,94],r_b:[92,94],r_k:162,race:161,radeon:199,radford:154,radiat:[191,201],rag:171,rais:[1,9,12,16,27,43,50,64,71,79,91,92,93,94,99,100,101,102,120,130,137,138,140,143,144,145,152,155,159,161,162,169,178,191,199],raise_error:137,ram:[106,111,174],rama:[53,64,65],ramp:[95,161],ran:[19,157],rand:[84,87,105,137,152,199],rand_stat:144,rand_var:161,rand_var_or_sref:161,rand_var_or_stmt:161,randint:[138,182,183,185,188],randn:[45,48,64,67,68,95,109,164],random:[37,53,55,56,58,62,64,65,69,72,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,111,117,118,120,123,124,128,136,137,142,144,152,154,161,162,164,182,183,185,188,189,190,191,192,195,197,199],random_bsr_matrix:[72,95],random_len:154,random_param:[91,94],random_sparse_bert_param:72,random_walk:137,randomli:[9,72,105,111,136,182,183,185,188],randommodel:[136,144],randomtun:[64,99,100,101,102,137,190,191],rang:[4,6,7,9,14,30,43,63,70,71,72,76,83,84,107,108,111,114,123,124,125,127,128,129,137,141,143,152,153,156,160,161,162,164,166,174,178,182,183,185,188,189,190,191,195,199,200,201],range_idx:137,range_length:[98,137,190],rangenod:7,rank:[4,9,18,64,99,100,101,102,136,137,152,161,162,167,174,191,201],rapese:49,rapidli:6,rare:[21,143,157],rasp3b:[68,137],rasp4b:91,rasp:159,raspberri:[15,24,59,73,74,91,99,101,159,192],rate:[84,106,111,151,153,162,174,185,199],rather:[9,10,18,33,53,69,72,84,104,106,109,145,147,148,150,151,152,161,162,166,167,169,174],ratio:[111,156],rational:28,raw:[0,42,43,44,45,46,47,48,49,50,61,64,66,67,68,69,70,71,76,104,106,107,108,109,110,111,112,137,144,156,161,162,174,178,191,201,202],raw_data:98,raw_path:107,rb:[2,49,50,71,72,104,106,108,110],rbf:177,rc0:29,rc1:29,rc2:29,rc:[29,82,90,92,93,94,98,117],rc_outer:195,rc_outer_out:90,rci:[82,98],rcm:98,rcnn:69,rco:[82,98],rcom:132,rdom:161,re:[0,7,19,20,29,33,34,35,46,84,90,91,107,111,132,136,146,153,160,161,162,174,177,182,183,185,188,189,191,196,199,201],re_data:[152,162],re_output:[152,162],reach:[20,23,25,37,130,137,166,170],read:[1,2,6,8,10,11,19,27,35,42,44,49,50,53,62,64,66,67,68,70,71,72,76,91,92,94,104,106,108,110,111,112,119,131,136,138,143,145,152,160,161,172,174,176,182,183,185,188,191,200,201],read_bandwidth_bytes_per_cycl:143,read_buffer_index:161,read_latency_cycl:143,read_lin:136,read_transport:10,readabl:[21,23,24,25,27,49,84,125,127,140,144,158,191,195,199,201],reader:[13,20,24,71,76,136,160,174],readi:[5,23,35,64,84,90,95,153,174,177,182,188,189,193,198,199],readlin:[43,45,47,48,50,107,109,178],readm:[0,24,66,91,99,101],real:[12,18,24,35,36,53,64,65,66,67,68,72,104,110,125,137,143,150,152,155,160,162,190,191,192,201],realdiv:4,realiti:111,realiz:[7,12,72,161],realli:[20,36,111],rearrang:156,reason:[7,13,19,20,23,25,34,35,53,55,70,78,107,153,155,162,166,170,173,191,201],rebas:[7,26,28,160],reboot:[132,177],rebuild:[19,28,63,132,136,177],rebuilt:62,recal:[7,33,35,190,199,201],recalcul:155,recast:155,receiv:[2,10,12,21,106,107,145,161,166,174],recent:[18,19,25,27,28,29,39,90,91,92,93,94,95,98,99,100,101,102,132,134,161,189,190],recept:156,reciev:161,recip:[40,132,195],reciproc:[21,156,160,161],recogn:[20,23,33,55,112,140,159],recognit:[111,154],recombin:46,recommend:[12,14,17,18,20,24,25,27,29,32,33,55,56,58,59,66,69,70,83,87,90,91,92,93,94,98,99,100,101,102,106,111,112,122,124,132,137,140,155,161,169,172,177,183,185,190,191,192,194,201],recomput:161,reconfig_runtim:[163,178,182,183,185,188],reconfig_start:178,reconfig_tim:178,reconfigur:[163,178,182,183,185,188],reconstruct:[8,9,20,137,152,161],record:[0,6,8,20,35,53,64,69,79,91,92,93,94,95,98,99,100,101,102,136,142,143,144,190,191,196,201,202],record_fil:98,recordread:136,recordtofil:[90,91,92,93,94,95,136,189],recov:[8,27,35,162],recover_measure_input:136,recreat:199,rectangular:7,rectifi:[153,183,185],recur:21,recurisv:147,recurr:[40,121,126,166],recurs:[6,13,15,18,29,34,35,59,63,66,67,68,76,131,132,134,143,147,152,161,165,167,169,170,171,177,192],red:[19,64,138,177],red_buf0:123,redirect:[149,158],redirect_to:149,redo:15,reduc:[1,7,9,28,53,62,63,72,82,84,91,92,93,94,98,104,108,111,121,123,126,132,136,152,153,155,160,161,162,174,178,182,188,190,195],reduce_axi:[7,82,83,84,90,98,123,128,129,136,137,160,161,182,183,185,188,189,190,195,199],reduce_h:91,reduce_init:160,reduce_rang:70,reduce_reset:128,reduce_scop:195,reduce_temp0:195,reduce_temp0_1:195,reduce_temp0_2:195,reduce_upd:[128,160],reduce_w:91,reducebranchingthroughovercomput:161,reduct:[14,82,83,84,98,121,126,136,137,152,153,160,161,162,168,169,182,183,185,199],redund:[28,161],ref:[24,29,34,35,152,190],ref_count:147,ref_log:137,refcreat:152,refer:[0,1,4,5,6,7,9,10,12,13,15,18,20,21,25,29,34,35,36,42,44,45,46,47,48,49,50,53,54,55,59,61,63,65,69,70,72,78,79,83,93,98,100,114,119,124,129,134,135,137,138,140,143,146,147,148,150,151,152,153,154,155,159,160,161,162,166,167,170,171,174,177,182,188,191,199,201,202],referenc:[13,15,155,167],referenti:143,refit:137,reflect:[6,7,11,15,28,37,56,84,132,151,153,158,161,162,174,199],reflog:26,reformat:28,refread:152,refresh:[76,106],reftyp:152,refvalu:148,refwrit:152,reg:[1,64,99,100,101,102,137,191],regard:[21,28,137,154,161,164,169,173,177,190],regardless:[152,155,156,158,199],regener:[106,161],regex:143,region:[7,20,43,61,82,147,151,153,155,160,161,162],region_begin_op:147,region_cov:161,region_end_op:147,regioncfg0:107,regioncfg1:107,regioncfg2:107,regioncfg3:107,regioncfg4:107,regioncfg5:107,regioncfg6:107,regioncfg7:107,regist:[3,6,12,15,18,25,33,37,53,55,60,62,64,79,82,83,95,100,107,120,122,136,137,140,143,144,149,155,157,158,159,161,167,174,177,182,188,197,203],register_broadcast_schedul:14,register_comput:33,register_convert_op_layout:1,register_df_nod:149,register_error:140,register_extens:60,register_func:[120,157,158],register_gradi:33,register_injective_schedul:14,register_intrin_low:[122,143],register_object:[12,37,144],register_op_attr:[122,143],register_reduce_schedul:14,register_relay_nod:12,register_schedul:14,register_shape_func:33,register_strategi:[14,33],register_task_input_check_func:136,register_topi_comput:137,register_topi_schedul:137,register_workload:[90,95,136,189],registers_per_block:67,registor:161,registr:[1,33,34,35,60,122,137,159,177],registri:[3,6,9,12,15,33,35,37,136,143,159,161,167],regnam:18,regress:[0,72,98,102,137,156],regular:[17,21,53,56,61,62,72,134,156,162,169,176,199],regular_non_max_suppress:156,regularli:28,reimport:72,reindex:161,reindex_block:161,reindex_cache_read:161,reindex_cache_writ:161,reinterpret:[152,161,162,195],reinterpret_cast:8,reinvent:21,reject:[166,170],rel:[9,11,18,21,30,32,34,35,63,132,137,138,154,157,169,170],rel_nam:143,relai:[1,2,8,9,11,12,31,35,37,53,54,59,61,63,65,67,68,71,80,87,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,116,132,136,137,138,139,141,142,143,145,161,162,178,181,196,199,201,202,203],relat:[6,7,12,15,17,18,19,21,22,28,34,49,53,56,59,64,132,136,137,143,151,153,156,157,161,165,176,199],relationship:[6,8,9,35,36,127,161,169,170],relax:[7,9,143,158,174],relax_prefix:158,relax_set:7,relay_fil:72,relay_func:148,relay_func_typ:161,relay_mod:[79,104,105,106,108,109,138,143],relay_opt_level:0,relay_param:[72,79,119,138],relay_quick_start:[197,198],relay_register_op:33,relay_viz:[119,142],relaycallnodediff:79,relayexpr:[138,143,149,152,153,154,161,162],relaynod:12,relayreftyp:[143,152],relaytotir:155,relayvisu:[119,138],releas:[4,9,17,23,27,28,36,44,45,53,55,63,64,66,70,99,100,101,104,105,106,107,108,110,112,131,132,133,138,145,146,158,170,176],relev:[1,7,9,15,19,21,24,28,29,167,201],reli:[9,12,17,18,19,34,59,78,79,90,91,92,93,94,98,106,150,155,174,183,185,189,201],reliabl:24,relink:[158,192],relocat:138,relpath:[8,63,64,65,66,67,68,91,93,99,101,128,138,178,182,183,185,188,192,197,199],relu0:2,relu0_nchw8c:2,relu1_nchw8c:2,relu2_nchw2c:2,relu6:4,relu:[1,4,6,25,55,56,62,65,79,90,95,114,117,118,153,154,162,166,169,195,197],relu_cel:166,remain:[3,4,7,9,152,158,162,170,199],remaind:[7,20,152,160,161,196],remaining_shap:[153,162],remap:[143,160,161],remark:[21,55,56,62],remedi:34,rememb:[21,22,23,28,29,35,150,199],remind:28,remor:53,remot:[6,9,20,24,26,28,36,53,55,70,91,93,99,101,112,136,137,140,141,145,157,158,163,177,182,183,185,188,191,196,201],remote_path:64,remov:[1,9,12,13,16,21,28,29,45,46,48,62,63,64,67,68,69,70,71,99,100,101,105,107,109,111,114,136,137,138,143,145,152,155,157,158,161,162,177,201],remove_attribut:4,remove_devic:4,remove_index_check:136,remove_no_mac_subgraph:62,remove_nod:4,remove_rv:161,removeassum:161,removenoop:161,removestoreundef:161,removeununsedfunct:1,removeunusedfunct:[1,155],removeweightlayoutrewriteblock:161,ren:154,renam:[106,111,150,162],render:[28,53,79,138,140,143,167,191,201],render_kwarg:138,renew_def:161,renorm:161,renormalizesplitpattern:161,reorder:[37,56,82,83,84,90,95,98,128,137,160,161,164,167,174,182,183,185,189,190,199,200],reorder_block_iter_var:161,reorderd:164,reorderent:137,reorderspac:137,reorg:156,reorganis:156,rep:[152,162,178],repeat:[0,7,24,53,64,65,66,70,71,72,90,91,92,93,94,98,99,100,101,102,105,136,137,141,152,158,161,162,178,191,201],repeatedli:[141,167,199],repeats_to_cooldown:[141,158],repetit:[152,162,191,201],repl:195,replac:[4,7,12,23,29,34,35,71,72,78,83,91,92,93,94,95,99,100,101,102,104,109,111,117,128,131,134,137,148,149,150,152,155,161,162,167,169,170,189,192,195,201],replaceconst:78,replai:144,repli:10,replic:28,repo:[15,19,26,28,29,30,59,63,84,131,132],repo_bas:[49,71],repo_url:[43,178],report:[12,25,28,29,32,33,34,64,87,98,137,140,141,143,152,157,158,176,177,201],report_runtim:72,reportedli:131,repositori:[19,24,29,36,37,104,106,108,132,177,199],repostitori:24,repres:[3,6,7,8,9,12,13,15,18,33,35,37,53,55,70,111,125,127,138,143,147,148,150,152,153,154,156,158,159,160,161,162,165,166,167,168,170,182,188,196,199,201],represent:[3,6,9,13,33,40,53,55,56,61,70,72,111,114,117,137,138,145,148,150,152,153,154,155,158,159,161,162,165,170,196,199,201,202],representative_dataset:111,reproduc:[0,28,39,166],reproduct:0,reprsent:161,repsect:14,repsent:162,requant:[55,70,71,162],request:[1,7,19,23,24,26,27,29,36,64,66,93,111,131,136,137,145,157,161],request_and_run:157,request_hook:20,request_remot:[91,93,99,101,178],requestor:174,requir:[3,7,8,9,12,14,15,16,18,19,22,24,26,28,29,33,35,36,37,44,48,53,54,55,56,59,62,64,65,66,69,70,78,84,90,91,92,93,94,99,100,101,104,105,106,107,108,110,111,112,125,128,129,132,136,137,138,139,140,143,148,149,150,152,153,155,158,159,160,161,162,164,165,167,169,170,172,174,182,183,188,189,190,191,196,199,201,202,203],require_typ:[149,169],required_pass:[12,143,152,155],requiredbycondit:161,requires_cuda:[20,32],requires_gpu:32,requires_grad_:69,requires_runtim:32,requisit:[53,132,137],res_1:[183,185],res_conv:183,res_conv_1:183,res_conv_2:183,res_conv_3:183,res_conv_4:183,res_gem:185,res_gem_1:185,res_gem_2:185,res_gem_3:185,res_gem_4:185,res_gemm:185,res_max:[183,185],res_min:[183,185],res_mod:[12,155],res_nd:[183,185],res_ref:[183,185],res_shr:[183,185],resampl:[45,46],rescal:[111,153],research:[6,13,15,50,130,165,171],reserv:[29,107,158],reset:[27,107,137,143,153],reset_attr:143,reshap:[4,43,55,61,62,71,111,114,152,153,155,161,162,178,182,183,185,188,191],reshape1:2,reshape_lik:152,resid:24,residu:[9,154],residual_unit:154,resiz:[35,42,44,45,46,47,48,49,50,64,66,67,68,69,70,71,107,109,111,151,153,161,162,191,201],resize1d:[151,162],resize2d:[151,162],resize3d:[151,162],resize_cache_index:161,resizebicub:4,resizebilinear:4,resized_imag:[50,107,191,201],resizenearestneighbor:4,resnet100:0,resnet18:[6,8,45,48,64,67,68],resnet18_lib:8,resnet18_mod:8,resnet18_model:45,resnet18_param:8,resnet18_v1:62,resnet18_weight:[48,64,67,68],resnet3d:[91,92,93,94],resnet50:[44,53,191,201,202],resnet50_keras_new:44,resnet50_keras_old:44,resnet50_weights_tf_dim_ordering_tf_kernel:[44,65],resnet:[0,4,8,44,45,59,64,65,67,68,79,90,91,92,93,94,98,99,100,101,102,138,154,183,191,197,202],resolut:[21,46,151,162],resolv:[9,12,27,36,78,107,137,143],resort:161,resourc:[27,36,59,91,92,93,94,106,107,136,144,145,157,161,174,176,177,183,185,192],resource_handl:110,respap:111,respect:[1,7,8,12,18,27,33,63,78,104,106,151,152,153,156,161,162,165,167,174,182,185],respectfulli:21,respond:21,respons:[7,19,21,23,28,29,37,82,136,153,161,162],rest:[1,7,14,18,22,35,37,55,56,61,62,70,72,108,117,120,127,152,166,177],restart:29,restor:[8,35,136],restrict:[1,8,10,11,15,24,32,53,117,122,137,143,161,167,182,183,188],restructuredtext:24,result:[1,2,6,7,9,11,12,13,15,18,21,22,24,29,32,33,34,35,36,37,39,42,45,48,49,53,55,64,65,66,67,68,72,76,79,84,90,92,95,98,99,100,101,102,104,106,107,109,110,118,123,124,125,128,132,136,137,138,139,141,143,144,147,148,149,151,152,153,154,155,156,157,158,159,160,161,162,166,167,169,171,174,178,183,185,189,190,191,195,197,199,200,201,203],result_:34,result_data:111,resum:[18,90,91,92,93,94,95,136,189],resume_search:[90,189],ret:[1,72,79,95,137,138,139,146,147,148,152,155,156,161,162],ret_list:138,ret_typ:[143,152,161,162,170],retain:[28,46,150,155],rethink:154,retrain:72,retri:157,retriev:[12,35,137,143,144,161,167,170],retriv:161,return_count:[152,162],return_curr:143,return_indic:156,return_unexpect:161,reult:18,reus:[13,14,15,18,21,40,82,114,136,137,138,153,155,157,160,161,162,202],reusch:105,reuse_addr:157,reuseabl:166,rev:[28,107],reveres:162,revers:[7,64,99,100,101,152,160,161,162],reverse_compute_at:161,reverse_compute_inlin:161,reverse_reshap:152,reverse_sequ:[152,162],reverse_topological_sort:7,reversev2:4,revert:[19,28],review:[6,7,19,20,22,24,27,28,29,171],revisit:[177,195,203],reward:22,rework:28,rewrit:[107,123,136,149,155,161,162],rewrite_compute_bodi:136,rewrite_for_pre_transform:136,rewrite_layout_from_st:136,rewrite_onc:[149,169],rewrite_tensor_shap:136,rewriteunsafeselect:161,rewritten:[12,123,136,149,160,161],rewritten_layout:136,rf:[28,29,63,123,161,195],rf_block:161,rfactor:[123,160,161],rfc:[22,23,24,25,110,136,155,203],rgb:[46,106,111,197],rh:[129,138,143,152,153,160,161,162],rhs_begin:152,rhs_end:152,rich:53,richer:24,right:[5,12,26,28,35,42,43,53,63,72,104,106,107,110,111,114,138,149,151,152,153,160,161,162,166,177,183,195,199],right_left:[152,162],right_right:[152,162],right_shift:[152,162],rightshift:4,risc:[18,159,172,174],riscv64:59,riscv_cpu:159,rjust:199,rk3399:[91,93,99,101,192],rlib:[64,66,67,68,91,99,101],rm:[28,29,63,104,105,108,110,112],rmap:7,rms_norm:162,rmse:136,rmtree:[108,111],rng:[143,191],rnn:[4,63,124,154,166],ro:[18,143],robin:[136,144],robust:[21,27],rocbla:[117,142],rocm:[72,100,117,141,142,157,158,159,199],rocm_link:138,rocm_path:132,roi:[151,156,162],roi_align:156,roi_head:69,roi_pool:156,role:[1,21,22,29,34,158],roll:[111,160,161],rollabl:161,rolling_buff:[160,161],root:[8,10,11,28,36,37,58,63,68,98,99,100,101,106,110,111,125,127,137,138,155,158,160,161,162,177,190,192,199,200,201],root_dir:36,root_iter_var:7,root_mark:161,root_mod:8,root_modul:8,rough:[91,92,93,94,201],roughli:[15,18,29,160,164,177],round:[4,111,136,144,151,152,155,158,160,161,162,164,200],round_for_shift:178,rounding_method:[151,162],rout:[34,174,177],routin:[55,162],row:[1,2,7,8,72,84,125,127,136,137,151,152,156,160,161,162,195,199],row_major:[83,161],row_offset:95,rp2040:111,rpc:[6,9,10,15,31,55,59,65,92,94,100,102,110,112,132,136,137,140,141,142,144,145,158,172,178,188,193,196,198,201,202],rpc_host:91,rpc_kei:[36,65,202],rpc_key0:36,rpc_key1:36,rpc_key2:36,rpc_port:91,rpc_proxi:36,rpc_proxy_ip:36,rpc_proxy_port:36,rpc_server:[36,67,68,91,99,100,101,192],rpc_tracker:[36,64,65,66,91,99,100,101,202],rpc_tracker_host:[64,65],rpc_tracker_ip:36,rpc_tracker_port:[36,64,65],rpcclientsess:157,rpcerror:140,rpcmodul:15,rpcrunner:[64,91,92,93,94,99,100,101,136,137],rpcserver:[67,68,177,192],rpcsession:[157,163],rpcsessiontimeouterror:140,rpctracker:[66,91,99,100,101],rpi3b:[99,101],rpm:62,rpn:156,rpn_min_siz:156,rpn_post_nms_top_n:156,rpn_pre_nms_top_n:156,rpt:177,rr:161,rs:161,rshift:162,rsqrt:[4,152,160,161,162,164],rss:161,rst:24,rstrip:[107,191,201],rt_mod:[70,71,139],rtmod:63,rto:[104,105,108,110,112,172],rtol:[84,90,95,98,117,120,123,128,154,189,190,195,199],rtvm:53,rtype1:24,rtype:[143,148,161],rule:[6,7,24,28,33,62,64,88,89,134,136,143,144,151,152,153,155,160,161,162,170,182,188,199],rule_nam:136,run:[0,1,2,3,5,6,7,9,10,11,12,15,18,19,20,21,24,28,29,30,34,36,37,39,42,43,44,45,46,47,48,49,50,53,55,56,57,59,61,62,66,67,68,69,71,76,78,79,82,83,84,87,91,92,93,94,98,99,100,101,102,103,104,106,108,109,110,111,113,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,138,141,143,144,145,147,148,149,150,152,153,154,155,157,158,161,162,166,167,169,170,172,177,178,183,185,190,191,194,195,196,199,203],run_after_pass:[12,79,143],run_as_python:154,run_before_pass:[12,78,79,143],run_cuda:199,run_dens:72,run_exampl:57,run_inference_on_imag:49,run_opencl:192,run_pass:12,run_relay_graph:72,run_spars:72,run_tflite_model:71,run_tun:[91,92,93,94],run_tvm:71,run_tvm_model:70,runafterpass:12,runbeforepass:12,runnabl:[9,10,32,37,136,158,192,199,200],runner:[64,90,91,92,93,94,98,99,100,101,102,105,108,132,136,137,144,190,191,203],runner_futur:144,runner_input:144,runner_result:144,runnerfutur:144,runnerinput:144,runnerpyrunn:144,runnerresult:144,runnertyp:144,runpass:12,runtim:[2,3,5,8,12,13,17,18,30,32,34,37,39,49,50,53,55,56,58,60,61,63,64,66,69,70,72,76,87,90,91,92,95,99,100,101,102,104,105,106,107,110,111,112,117,118,119,120,122,132,133,137,138,139,141,142,143,144,145,148,149,150,152,154,157,159,160,161,163,170,172,174,176,177,178,182,183,185,188,194,196,197,203],runtime_config:0,runtime_ctyp:[159,161],runtime_m:0,runtime_ms_mean:0,runtime_ms_std:0,runtime_raw:0,runtimeerror:[49,50,71,72,140],ruofei:84,rust:[6,196],rv0:[91,92,93,94,161],rv1:[24,91,92,93,94,138,161],rv2:138,rv64gc:159,rv:[15,35,37,160],rw:[143,161],rw_mask:161,rx:[82,90,92,93,94,98,127],rxi:98,rxm:98,rxo:98,ry:[82,90,92,93,94,98],ry_out:195,ry_outer_out:90,ryi:98,rym:98,ryo:98,ryzen:[99,100,101],s0:95,s1:[124,128,139],s1_1:124,s2:[124,139,166],s2b:155,s3:[0,20,29,58,107,191,201],s3_bucket:58,s3_dcp_kei:58,s3_logs_kei:58,s:[1,2,4,6,9,10,12,14,18,21,22,23,24,25,27,28,29,32,33,34,35,36,37,39,42,44,45,48,49,53,55,56,58,59,60,62,63,64,65,66,67,68,69,70,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,109,110,117,118,119,120,122,123,124,125,127,128,129,130,132,134,136,137,138,139,141,143,145,148,150,152,153,154,155,156,158,159,160,161,162,163,164,165,166,167,169,172,174,177,178,182,183,185,188,189,190,191,192,195,196,197,199,201,202,203],s_:[72,153],s_axilit:174,s_graph_opt:102,s_init1:124,s_init2:124,s_init:[124,160],s_orig:69,s_scan1:124,s_scan2:124,s_scan:124,s_state1:124,s_state2:124,s_state:[124,160],s_type:152,s_updat:[124,160],s_update1:124,s_update2:124,s_update_s1:124,s_update_s2:124,sa:137,sacrif:18,safe:[12,26,45,79,91,92,93,94,157,167,199],safeti:[136,166],sai:[7,26,91,92,93,94,153,166],said:[8,78],salient:176,same:[1,3,6,7,8,9,10,14,15,18,20,21,23,24,25,28,29,32,33,35,36,37,46,53,54,58,62,63,66,67,68,70,71,72,78,82,83,105,106,109,110,111,122,125,127,128,129,131,132,137,140,143,144,146,150,151,152,153,154,155,157,158,159,160,161,162,164,166,167,169,170,174,177,183,190,191,192,195,199,201,202,203],same_a:[34,143,146,161],sampl:[0,54,91,92,93,94,104,107,111,136,137,138,151,156,161,162,178],sample_categor:161,sample_compute_loc:161,sample_initial_popul:136,sample_int:137,sample_not_person:106,sample_not_person_path:106,sample_not_person_url:106,sample_partitioned_til:161,sample_path:104,sample_perfect_til:161,sample_person:106,sample_person_path:106,sample_person_url:106,sample_ratio:156,sample_simple_workload:136,sample_url:104,samples_dir:106,samples_to_show:111,samuel:[43,71],saniti:106,satisfi:[14,15,33,56,137,160,161,167,169,170,201],satur:161,save:[2,4,6,8,9,15,16,18,22,24,26,35,46,49,53,54,58,62,65,66,67,68,72,91,92,93,94,106,111,114,136,137,138,143,144,145,150,152,158,182,183,185,191,192,195,201],save_at_exit:138,save_json:[72,143],save_param_dict:[54,72,106,152,158],save_param_dict_to_fil:158,save_record:136,save_relai:72,saveabl:202,saver:49,saves_model:65,savetobinari:8,savez:201,scala:177,scalabl:[160,161,162],scalar:[18,45,152,153,156,160,161,162,167,170,174],scalar_input:160,scalar_param:160,scalar_typ:152,scale:[0,6,46,70,79,91,99,101,108,111,137,138,143,151,153,154,155,156,162,165,167,197],scale_d:[153,162],scale_factor:69,scale_h:[153,162],scale_shift_nchw:162,scale_shift_nchwc:162,scale_shift_nhwc:162,scale_w:[153,162],scaled_s:162,scan:[33,121,126,160,162],scan_1:124,scan_2:124,scan_3:124,scan_4:124,scan_5:124,scan_axi:[124,160],scan_idx:124,scan_op:124,scanop:[33,160,162],scanopattr:33,scanoprel:33,scatter:[72,152,162],scatter_el:[152,162],scatter_nd:[152,162],scenario:[1,55,158,161,169,174],scene:197,sch:[7,37,76,90,95,137,144,160,161,164,189,200],sched:9,scheduer:136,schedul:[1,6,7,12,14,18,33,37,53,62,66,71,76,80,82,84,89,96,98,99,100,101,102,105,106,107,120,126,134,136,137,139,143,144,159,160,161,162,164,174,178,192,193,196,198,200,202],schedule_argsort:162,schedule_conv2d_hwcn:127,schedule_conv2d_nchw:[14,195],schedule_conv2d_nchw_winograd:14,schedule_dense_cbla:14,schedule_extern:33,schedule_inject:139,schedule_nam:137,schedule_op:37,schedule_pool:14,schedule_pool_cpu:14,schedule_primit:[125,126,161],schedule_reduc:195,schedule_rul:[144,162],schedule_scan:33,schedule_softmax:195,schedule_topk:14,scheduleerror:161,schedulefntyp:144,schedulenod:7,scheduleop:[7,37],schedulerul:144,schedulest:161,scheduletre:127,scheduletree2:127,schema:[0,50],schema_vers:0,scheme:[12,24,82,137],scientist:35,scipi:[72,107,114,132,153,162,191,201],sconv:195,scope:[7,12,21,28,33,70,90,98,127,138,143,144,146,150,152,155,160,161,162,164,166,167,183,185,195,196],scope_block:161,scopebuild:152,score:[49,136,137,144,156,191,201],score_index:156,score_s0:136,score_s1:136,score_si:136,score_sn:136,score_threshold:[69,156],scratch:[15,21,28,62,111,132,136],scratchpad:9,screen:[91,98,99,101,106,177,190],script:[2,5,10,15,19,20,28,29,32,43,47,49,53,55,58,63,64,65,66,69,70,72,76,83,84,90,92,94,99,100,101,104,105,106,108,109,110,112,123,124,125,128,129,131,132,150,152,154,158,160,161,164,177,178,182,183,185,188,189,191,195,199,200,201,202,203],script_modul:[69,70,150],scriptabl:158,scripted_model:[48,64,67,68,109],scroll:19,sd:63,sdaccel:58,sdaccel_dir:58,sdaccel_setup:58,sdb:177,sdimg:177,sdk:[9,53,56,62,104,105,108,110,111,112,138,158],sdk_path:66,se:28,searc:96,search:[2,9,19,28,32,39,55,56,106,132,136,137,138,144,147,152,157,158,161,162,190,196,199,202],search_fc_transpos:[147,155],search_polici:[90,94,95,136,189],search_policy_param:136,search_rang:162,search_strategi:144,search_task:[95,136],searchabl:172,searchcallback:136,searchpolici:136,searchpolicyutilsgetconsum:95,searchpolicyutilsiselementwisematch:95,searchsort:[152,162],searchstrategi:144,searchstrategytyp:144,searchtask:[90,95,136,162,189],sec:192,secion:[91,92,93,94],second:[1,3,5,7,13,14,18,29,34,35,37,43,47,49,59,62,63,64,69,70,92,94,98,105,106,109,111,117,118,120,127,128,136,141,144,145,152,153,155,156,157,158,161,162,164,166,167,169,177,182,188,189,190,191,199],second_opt:166,section:[1,6,7,9,10,11,12,13,16,18,19,24,29,31,34,35,38,53,55,63,64,65,67,68,79,91,92,93,94,98,99,100,101,105,106,107,132,138,140,143,149,152,161,166,167,169,170,174,190,191,192,201,202],secur:[107,111],sed:[36,134,192],see:[5,7,9,11,12,13,14,15,16,18,19,20,21,22,23,24,25,28,29,32,34,35,37,39,40,42,53,55,59,62,63,64,65,67,68,70,71,72,76,78,79,84,87,90,91,92,93,94,95,98,99,100,101,106,107,109,110,111,119,123,125,127,128,129,131,132,133,136,137,138,139,140,141,143,144,145,147,148,152,153,155,157,158,160,161,162,167,170,174,177,189,191,192,195,199,201,202,203],seed:[136,144,154,161,191],seek:[28,30],seem:[7,13,19,111,136],seemingli:84,seen:[7,8,33,35,195],segment:[6,152,167],segment_id:152,segment_sum:152,select:[4,7,9,21,29,32,55,63,64,65,66,78,91,92,93,94,104,105,106,108,109,110,111,129,137,143,145,148,152,154,156,160,161,162,164,169,177,196],select_implement:148,select_last_index:[152,162],selector:[106,161],self:[6,10,12,14,33,36,37,45,60,69,78,79,114,119,122,137,143,144,146,149,155,158,159,161,169,177,203],selu:4,semant:[13,33,123,151,152,153,155,160,161,162,167,188,199],semicolon:[32,167],semiconductor:53,semnat:155,semvar:0,send:[6,7,9,10,19,20,22,23,25,28,29,30,91,99,101,106,108,145,177,178,182,183,185,188],sens:[21,24,25,34,105,166,182,188],sensit:[1,155],sent:[10,17,22,23],separ:[0,7,9,10,22,24,30,32,33,55,60,62,84,105,124,125,132,137,153,154,156,157,160,161,162,167,169,170,174,177,197,199],separable_conv_block:154,seper:153,seq:[1,34,78,152,161,162],seq_axi:[152,162],seq_len:[72,162],seq_length:[152,162],seqstmt:161,sequanti:143,sequenc:[1,6,9,12,13,18,20,34,37,70,72,118,138,143,146,152,155,158,161,162,166,167,170,174,200],sequence_mask:[152,162],sequence_offset:162,sequenti:[1,34,79,84,99,100,101,111,137,143,155,160,162,190,191,199],sequentialnod:12,sequentialpass:12,sequentialpassnod:12,sequentialspan:[143,152],seri:[12,53,55,62,102,125,143,149,159,167,169,182,188,189,195,199],serial:[2,5,6,9,10,15,35,61,63,76,104,105,106,107,108,109,110,111,112,125,136,137,141,143,152,158,161,164,177,199,201],serial_numb:[104,105,110],serializ:[137,158],serialize_arg:137,serializemodul:8,serializetostr:4,serialz:158,serv:[6,9,12,21,22,23,36,53,110,138,143,157,161,162,167,170,174,188,197,199,200],server:[9,15,17,20,24,29,65,66,83,90,91,92,93,94,95,98,99,100,101,102,107,110,112,136,137,140,145,157,163,172,178,182,183,185,188,191,201,202],server_info_queri:10,server_init_callback:157,server_kei:157,server_port:157,server_url:157,servic:[11,17,36,145],sess:[49,145,157],session:[4,32,49,66,67,68,91,99,101,104,105,109,110,140,145,157,163,177,192,201],session_constructor:157,session_constructor_arg:157,session_nam:145,session_timeout:[64,66,157],sessionterminatederror:145,sestion:[64,65],set:[1,2,3,4,6,7,8,9,12,15,16,17,21,26,29,30,32,33,34,35,36,40,42,43,48,49,53,55,56,59,63,64,65,66,70,71,79,87,90,92,93,94,95,104,106,108,109,110,111,112,117,118,119,125,128,132,134,136,137,138,141,143,147,148,151,152,153,154,155,157,158,159,160,161,162,166,167,169,170,173,177,178,182,183,185,188,190,197,199,201,202],set_attr:[1,33,143],set_attrs_type_kei:143,set_axis_separ:161,set_bodi:[15,35,37],set_body_typ:[3,12,33,34,35],set_default:[33,159],set_dtyp:161,set_error_threshold:137,set_input:[2,6,42,43,48,49,50,55,61,63,64,66,67,68,69,70,71,72,91,92,93,94,99,100,101,102,105,109,110,117,118,141,178,191,197],set_input_zero_copi:141,set_keep_for_debug:138,set_memory_growth:[49,72],set_num_ev:143,set_num_input:[33,143],set_output_zero_copi:141,set_param:148,set_raw_stream:158,set_scop:[160,161,182,183,185,188],set_store_pred:[123,160],set_support_level:[33,143],set_target_pars:3,set_tensor:71,set_to:138,setaxissepar:161,setdevic:3,setion:93,setlevel:[14,98,99,100,101,190],setrecursionlimit:152,setstream:3,setter:35,settings64:58,setup:[29,31,55,59,65,84,102,106,109,111,112,131,132,139,143,148,149,188,192,199],setuptool:132,sever:[6,12,18,19,23,28,32,53,60,64,67,68,70,95,102,123,125,132,134,136,137,152,160,162,174,177,196,201],sf:122,sg:195,sh:[10,20,28,32,53,55,57,58,61,63,66,111,131,132,170,177],sha1:59,sha256:20,sha512:29,sha:29,sha_to_schedul:0,shader:16,shaderfloat16:16,shaderfloat64:16,shaderint16:16,shaderint64:16,shaderint8:16,shadow:167,shall:143,shaoq:154,shape:[1,2,5,6,7,12,13,14,15,20,33,34,35,37,42,43,44,45,46,47,48,49,50,55,56,58,62,64,66,67,68,71,72,78,83,84,90,95,98,105,108,111,114,120,122,125,128,129,136,137,138,139,141,143,146,147,148,149,150,151,152,153,154,155,156,158,160,161,162,164,165,167,170,173,174,178,182,183,185,188,189,190,191,195,199,201,202],shape_data:35,shape_dict:[1,42,43,44,46,47,49,50,61,66,71,72,104,106,108,110,141,150,191,202],shape_lik:[152,162],shape_list:[48,64,67,68,69,109],shape_of:152,shape_regist:18,shapepattern:149,shapetupl:[146,158],shapevar:[152,170],share:[2,6,8,9,11,13,15,18,21,37,53,57,59,82,83,90,91,98,117,127,128,133,134,136,137,138,141,147,155,158,160,161,164,166,195,199,203],share_param:141,shared_memory_per_block:67,shared_offset:161,shared_ptr:[15,37,161],shasum:29,sheer:18,shell:[28,53,63,64,65,66,104,105,108,109,110,112,132],shen:82,shepherd:[21,27,28],shift:[53,152,161,162,183,185],shift_left:161,shift_right:[161,183,185],ship:[15,53],shiue:[194,196,202],shortcut:19,shorten:29,shorter:[152,162,195],should:[1,3,4,5,6,7,8,9,10,11,12,13,14,16,17,18,19,20,21,22,23,24,28,29,32,33,34,35,36,42,44,45,46,48,53,55,56,59,62,64,65,66,67,68,69,70,71,72,79,83,84,90,91,92,93,94,95,98,99,101,102,105,106,107,109,111,114,117,118,119,131,132,136,137,139,141,143,145,146,147,149,150,152,153,154,155,156,158,159,160,161,162,164,167,170,174,177,182,183,185,188,189,191,192,193,195,196,199,201,202],should_run:[12,79,143],shouldn:[63,155],shouldrun:12,show:[1,6,7,12,13,14,19,24,26,37,43,44,46,50,53,55,64,72,78,82,83,107,108,111,112,117,119,125,127,128,132,158,161,167,174,178,182,183,185,189,190,191,192,197,199,201],show_all_struct_info:158,show_detect:43,show_meta:[128,158],show_meta_data:[79,143,149,152,161,178,197],show_object_address:158,show_svg:127,showcas:[104,108,109,178,182],shown:[7,9,11,13,24,32,34,35,36,39,53,82,117,127,182,183,188,189,190,199,203],shram_siz:107,shuffl:[111,156,161],shut:107,shutdown_tag:107,shutil:[108,111],si:137,si_prefix:[105,137],sid:35,side:[6,7,12,13,37,53,76,106,114,127,131,137,139,143,148,151,152,153,154,155,158,160,161,188,199],sifiv:159,sig:29,sigil:167,sigma:33,sigmoid:[4,5,33,62,114,152,160,161,162,164],sigmoid_grad:33,sign:[4,20,21,29,106,138,152,160,161,162,173,177],signal:[19,152,162,174],signatur:[6,14,15,29,120,137,139,160,161,162,166,167,168,170,188,199],signific:[1,21,53,72,152,156,199],significantli:[1,9],signl:78,siju:[43,71],silenc:45,silent:[32,136,137,155,157],sim:[173,177,178,182,183,185,188],sim_stat:[178,182,183,185],simd:[84,159,192,199],simdgroup:161,simdgroup_load:161,simdgroup_multiply_accumul:161,simdgroup_stor:161,similar:[1,2,7,9,12,20,33,35,53,78,105,106,111,119,123,137,152,153,157,160,162,166,169,177,185,200],similarli:[1,7,9,12,53,78,102,159,166,167,173,174],similiar:33,simonyan:154,simpl:[1,3,5,6,10,12,13,15,18,20,24,34,35,36,37,46,47,53,55,64,68,72,76,78,84,87,90,99,100,101,111,119,123,134,136,137,139,143,148,152,154,157,161,166,167,169,170,174,181,185,187,188,189,190,191,192,195,199,200,201,203],simple_mod:[7,37,83,84,90,95,123,124,125,128,129,139,182,183,185,188,189,195,199],simple_net:[117,118],simpler:[7,14,201],simplest:[15,84,110,191,201],simpli:[7,10,25,33,34,35,55,66,67,68,72,78,84,106,110,120,123,128,132,136,138,141,145,155,158,160,161,164,166,167,170],simplic:[0,7,13,18,112,190,197,201],simplif:[6,12,128,155,161],simplifi:[6,7,9,11,12,35,53,64,155,161,162,169],simplify_fc_transpos:[72,147,155],simplifyexpr:155,simplifyfctranspos:155,simplifyinfer:[147,152,155],simul:[59,104,107,109,110,111,137,158,162,173,176,178,182,183,185,188],simulated_dequant:162,simulated_quant:162,simultan:[83,166],sin:[4,62,152,160,161,162],sinc:[2,7,12,13,15,16,21,28,29,32,33,35,44,48,64,66,67,68,69,70,83,84,90,91,92,93,94,95,98,99,100,101,102,107,108,109,110,111,112,120,124,128,132,152,153,155,158,161,166,167,168,169,174,177,178,183,185,190,191,192,199],sine:110,sine_model:110,sing:185,singl:[3,6,7,8,9,11,12,15,20,25,28,32,35,42,44,46,47,50,55,63,72,76,84,95,105,106,107,108,110,117,129,136,137,143,145,147,148,149,152,153,155,158,159,160,161,162,166,167,169,174,177,178,182,183,185,190,196,199,203],single2:166,singleton:158,sinh:[152,160,161,162],sit:18,site:[13,29,34,36,42,44,45,46,48,64,67,68,69,70,109,111,114,143,155,161,167,170],situat:[1,19,36,102,155,166,201],siva:[53,64,65],six:162,siyuan:[83,200],size:[1,4,5,6,7,9,11,18,30,33,34,35,37,45,46,53,58,62,69,72,82,83,84,90,91,92,93,94,98,99,100,101,102,106,107,108,111,114,117,118,120,123,124,128,134,136,137,138,143,151,152,153,154,155,156,158,159,160,161,162,164,167,169,170,173,174,177,182,183,185,188,189,190,191,192,195,197,199,201],size_hint_byt:143,size_t:[1,7,8,18,33,35,107],size_var:160,sizeof:[84,162,199],sizevar:[160,161],skeleton:[35,203],sketch:[12,88,89,111,136],sketch_search_polici:136,sketchpolici:[90,94,95,136,189],sketchsearchpolici:136,skinni:161,skip:[1,2,16,26,28,29,32,34,35,46,72,76,99,100,101,102,104,105,109,110,111,127,136,139,143,145,149,152,155,160,161,178],skip_annot:143,skip_conv_lay:178,skip_lay:155,skip_lin:136,skip_ndarray_rewrit:161,skip_pass_nam:143,skipassert:161,skipfunct:12,skipif:32,skipoptim:12,skippass:143,skylak:[69,70,71,94,95,102,189,191,199,201],slash:20,slave:174,sleep:9,slice:[4,7,91,92,93,94,152,160,161,162,169],slice_axi:[153,162],slice_lik:152,slice_mod:[152,162],slid:[152,162],slide:[152,153,162,171],sliding_window:[152,162],slight:62,slightli:[2,33,63,76,78,84,111,199],slim:50,slip:21,slope:[153,162],slot:2,slow:[20,28,99,101,111,161],slower:[66,160],slowest:160,slowli:111,slug:11,sm:118,sm_53:67,sm_61:159,sm_75:98,sm_80:159,sm_xx:[100,195,197],small:[7,9,12,15,18,84,91,92,93,94,106,107,111,141,152,153,155,162,190,191,196,199],smaller:[7,111,155,158,161,162,185],smallest:72,smarter:190,sme:162,smem_offset:161,smem_ptr:161,smooth:169,snapdragon:66,snippet:[6,7,14,24,34,53],so:[1,2,5,6,7,8,9,10,11,12,13,14,15,18,19,20,21,22,23,24,25,26,28,29,32,33,34,35,36,37,43,48,50,53,54,55,57,58,59,60,62,63,64,65,66,67,68,69,70,71,72,76,79,83,84,87,91,92,93,94,98,99,100,101,102,104,105,106,107,108,109,110,111,112,117,118,119,125,128,129,131,132,134,136,137,140,141,143,149,150,152,155,156,157,158,160,161,162,163,164,166,167,169,170,177,178,182,183,185,188,190,191,192,197,199,201],soc:[9,53,159,177],soce:177,socfpga:177,socket:[6,157],soft:107,softmax:[4,49,62,65,67,68,79,111,114,138,153,155,162,191,195,197,201],softmax_common:162,softmax_tensor:49,softmax_topi:195,softplu:4,softwar:[0,17,24,55,58,63,107,108,130,165,173,174,175,176,177],software_config:0,solicit:23,solid:7,solut:[5,15,18,20,21,24,32,35,39,44,45,48,53,64,69,83,128,132,203],solution0:177,solv:[1,9,13,15,21,24,60,83,95,122,143,167,170],solver:170,some:[1,3,4,5,6,7,8,9,12,13,16,19,20,21,22,24,26,28,29,30,32,33,34,35,36,39,53,59,62,66,67,68,72,75,76,78,79,84,90,91,92,93,94,95,98,99,100,101,102,105,107,110,111,117,120,125,129,131,132,133,134,136,137,138,143,145,147,150,152,154,155,158,160,161,162,164,165,166,167,169,174,177,178,188,189,190,191,193,199,201,202],somehow:[7,57],someon:24,someth:[13,19,21,24,29,36,72,79,99,100,101,104,117,118,149,164,191,201],sometim:[7,21,22,26,64,76,84,95,117,119,120,123,129,136,161,164,166,169,170,199],somewher:[7,106],soni:111,soon:[19,53,203],sopc_build:177,sophist:[99,100,101],sort:[4,7,111,152,156,158,161,162,201],sort_by_execution_ord:4,sorted_sequ:[152,162],soumith:154,sourc:[0,3,6,7,8,9,11,15,17,20,21,22,24,28,29,30,32,35,37,39,42,43,44,45,46,47,48,49,50,54,55,58,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,133,134,136,137,138,143,145,146,148,150,151,152,153,155,158,160,161,162,166,175,176,178,182,183,185,188,189,190,191,192,195,196,197,199,200,201,202,203],source_arrai:[138,146],source_func:148,source_nam:143,source_to_op:160,sourcenam:143,sourcetensor:69,sp:72,space:[3,9,18,28,46,62,63,82,83,90,91,92,93,94,96,111,132,136,137,143,144,152,158,161,162,177,189,190,196,201,202],space_gener:144,space_map:[98,190],space_to_batch_nd:[153,155,162],space_to_depth:[153,162],spacegener:144,spacegeneratortyp:144,spacetobatchnd:4,spacetodepth:4,span:[143,149,150,151,152,153,155,158,160,161,162,190],spancheck:152,spars:[88,89,91,94,114,136,142,152,153,155,161],sparse_add:[153,162],sparse_conv2d:[155,162],sparse_data:[153,162],sparse_dens:[72,95,114,153,155,162],sparse_dense_alter_layout:162,sparse_dense_block:95,sparse_dense_bsr_:95,sparse_dense_sp_lh:162,sparse_dense_sp_rh:162,sparse_dense_sp_rhs_bsrmm:95,sparse_dense_sp_rhs_bsrmm_block:95,sparse_fill_empty_row:152,sparse_indic:[152,153,162],sparse_indptr:[153,162],sparse_lh:[153,162],sparse_mat:153,sparse_reshap:[152,162],sparse_selector:161,sparse_sketch_rul:94,sparse_to_dens:[152,162],sparse_transpos:[153,162],sparse_valu:[152,162],sparsedens:95,sparseplaceholderop:138,sparsiti:72,sparsity_threshold:[72,155],spatial:[1,71,98,137,151,153,158,161,162,174,183,200],spatial_scal:156,spatial_shap:[153,162],speak:21,spec:[16,30,46,111,163,177],special:[1,6,9,12,13,14,16,20,30,35,40,55,56,70,71,76,78,83,98,134,136,138,141,143,144,152,153,155,159,160,161,162,167,174,177,191,196,201],special_spac:144,specialized_ndk:138,specializedcondit:[14,160],specif:[1,3,6,9,10,12,13,18,19,20,24,27,28,32,34,35,37,40,45,48,49,53,59,63,70,72,80,83,84,91,92,93,94,99,100,101,104,106,107,108,109,110,111,112,117,119,120,122,125,132,136,137,138,139,140,141,143,144,145,148,151,152,153,155,158,159,160,161,162,163,164,166,167,169,170,174,177,182,183,188,189,191,192,194,195,196,197,199,200,201],specifi:[0,1,2,3,6,7,9,12,13,16,19,20,28,29,30,32,33,53,55,59,61,62,63,64,65,66,67,68,70,72,78,82,87,90,100,107,110,111,112,117,125,128,132,136,137,138,139,140,143,144,147,148,150,151,152,153,154,155,156,157,158,159,160,161,162,163,166,169,170,174,177,182,183,185,188,189,191,192,195,196,197,199,201,203],specul:166,speech:112,speed:[9,15,53,61,66,72,83,91,92,93,94,99,101,134,136,141,153,162,177,190,191,199,201,202],speedup:[28,72,84],spell:28,spend:[21,191],spent:[91,92,93,94,191],sphinx:[42,43,44,45,46,47,48,49,50,51,64,65,66,67,68,69,70,71,72,73,75,76,78,79,81,82,83,84,88,90,91,92,93,94,95,96,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,114,115,117,118,119,120,121,122,123,124,125,127,128,129,178,181,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],spir:162,spirv:142,spl:[45,48,109],spline:[151,162],split:[4,7,9,37,44,45,46,48,53,55,58,62,76,79,83,84,90,91,92,93,94,95,98,99,100,101,102,109,110,111,122,123,124,127,128,137,147,149,152,155,157,160,161,162,164,167,183,185,189,190,192,199,200],split_config:118,split_k_slic:118,split_loop:161,split_workload:137,splitarg:155,splitent:[137,190],splithostdevic:161,splitnod:7,splitspac:137,splitv:4,spontan:164,spot:[21,84,104,108,199],spread:30,spresens:111,sprintf:106,sptr_to_self:[35,37],spv_bin:138,spv_khr_16bit_storag:16,spv_khr_8bit_storag:16,spv_khr_storage_buffer_storage_class:16,spvvalid:16,sqnn_dtype_to_cod:162,sqrt:[4,36,55,62,152,153,160,161,162,164,169],squad:72,squar:[4,28,82,84,128,151,153,160,161,162,189,190],squarediffer:4,squash:[26,29],squeez:[4,49,50,62,71,152,162,191,201],squeezenet:[91,92,93,94,99,100,101,102,154],squeezenet_v1:[91,92,93,94,99,100,101,102],sr:161,sram:[107,174,182,183,185,188],src:[12,18,25,29,30,33,34,35,37,50,53,55,62,63,76,104,106,107,109,110,111,136,150,151,160,161,162,167,170,203],src_devic:152,src_index:161,src_layout:[1,152,161,162],src_offset:161,src_ptr:161,src_shape:161,src_sref:161,sref2scop:161,sref:161,srr:161,ss2:35,ss:[35,107,160,161],ssa:161,sse:37,ssh:177,sshf:177,ssr:[160,161],ssss:161,sst:195,sstream:35,st:111,stabil:0,stabl:[6,21,28,91,99,101,111,132,152,203],stack:[6,9,12,31,40,59,63,78,79,108,130,133,143,152,154,157,161,162,165,173,174,175,176,177],stackmemorymanager_init:107,stacktrac:25,stackvm:[137,139,148],stage1_unit1_bn1_beta:[79,197],stage1_unit1_bn1_gamma:[79,197],stage1_unit1_bn1_moving_mean:[79,197],stage1_unit1_bn1_moving_var:[79,197],stage1_unit1_bn2_beta:[79,197],stage1_unit1_bn2_gamma:[79,197],stage1_unit1_bn2_moving_mean:[79,197],stage1_unit1_bn2_moving_var:[79,197],stage1_unit1_conv1_weight:[79,197],stage1_unit1_conv2_weight:[79,197],stage1_unit1_sc_weight:[79,197],stage1_unit2_bn1_beta:[79,197],stage1_unit2_bn1_gamma:[79,197],stage1_unit2_bn1_moving_mean:[79,197],stage1_unit2_bn1_moving_var:[79,197],stage1_unit2_bn2_beta:[79,197],stage1_unit2_bn2_gamma:[79,197],stage1_unit2_bn2_moving_mean:[79,197],stage1_unit2_bn2_moving_var:[79,197],stage1_unit2_conv1_weight:[79,197],stage1_unit2_conv2_weight:[79,197],stage2_unit1_bn1_beta:[79,197],stage2_unit1_bn1_gamma:[79,197],stage2_unit1_bn1_moving_mean:[79,197],stage2_unit1_bn1_moving_var:[79,197],stage2_unit1_bn2_beta:[79,197],stage2_unit1_bn2_gamma:[79,197],stage2_unit1_bn2_moving_mean:[79,197],stage2_unit1_bn2_moving_var:[79,197],stage2_unit1_conv1_weight:[79,197],stage2_unit1_conv2_weight:[79,197],stage2_unit1_sc_weight:[79,197],stage2_unit2_bn1_beta:[79,197],stage2_unit2_bn1_gamma:[79,197],stage2_unit2_bn1_moving_mean:[79,197],stage2_unit2_bn1_moving_var:[79,197],stage2_unit2_bn2_beta:[79,197],stage2_unit2_bn2_gamma:[79,197],stage2_unit2_bn2_moving_mean:[79,197],stage2_unit2_bn2_moving_var:[79,197],stage2_unit2_conv1_weight:[79,197],stage2_unit2_conv2_weight:[79,197],stage3_unit1_bn1_beta:[79,197],stage3_unit1_bn1_gamma:[79,197],stage3_unit1_bn1_moving_mean:[79,197],stage3_unit1_bn1_moving_var:[79,197],stage3_unit1_bn2_beta:[79,197],stage3_unit1_bn2_gamma:[79,197],stage3_unit1_bn2_moving_mean:[79,197],stage3_unit1_bn2_moving_var:[79,197],stage3_unit1_conv1_weight:[79,197],stage3_unit1_conv2_weight:[79,197],stage3_unit1_sc_weight:[79,197],stage3_unit2_bn1_beta:[79,197],stage3_unit2_bn1_gamma:[79,197],stage3_unit2_bn1_moving_mean:[79,197],stage3_unit2_bn1_moving_var:[79,197],stage3_unit2_bn2_beta:[79,197],stage3_unit2_bn2_gamma:[79,197],stage3_unit2_bn2_moving_mean:[79,197],stage3_unit2_bn2_moving_var:[79,197],stage3_unit2_conv1_weight:[79,197],stage3_unit2_conv2_weight:[79,197],stage4_unit1_bn1_beta:[79,197],stage4_unit1_bn1_gamma:[79,197],stage4_unit1_bn1_moving_mean:[79,197],stage4_unit1_bn1_moving_var:[79,197],stage4_unit1_bn2_beta:[79,197],stage4_unit1_bn2_gamma:[79,197],stage4_unit1_bn2_moving_mean:[79,197],stage4_unit1_bn2_moving_var:[79,197],stage4_unit1_conv1_weight:[79,197],stage4_unit1_conv2_weight:[79,197],stage4_unit1_sc_weight:[79,197],stage4_unit2_bn1_beta:[79,197],stage4_unit2_bn1_gamma:[79,197],stage4_unit2_bn1_moving_mean:[79,197],stage4_unit2_bn1_moving_var:[79,197],stage4_unit2_bn2_beta:[79,197],stage4_unit2_bn2_gamma:[79,197],stage4_unit2_bn2_moving_mean:[79,197],stage4_unit2_bn2_moving_var:[79,197],stage4_unit2_conv1_weight:[79,197],stage4_unit2_conv2_weight:[79,197],stage:[3,5,7,13,32,36,37,53,63,64,95,98,111,117,120,125,127,136,137,143,154,160,161,174,182,183,185,188,195,199,200,201],stage_id:[95,136],stage_list:7,stage_map:7,stage_scores_0:136,stage_scores_1:136,stagenod:7,stai:55,stale:28,stall:[87,174],stamp:[136,137],stanc:17,stand:[6,35,53,82,110],standalon:[34,53,66,108,110,136,143,161,172],standalone_crt:145,standalone_crt_dir:10,standard:[0,6,9,10,12,18,19,23,34,37,53,60,62,70,76,87,107,110,132,137,138,141,145,152,153,154,159,161,162,164,166,172,174,182,183,185,188,189,191,196,199],stanford:111,stanfordcar:111,stapl:166,start:[1,2,5,6,7,15,18,21,24,28,29,32,36,39,48,50,53,59,63,67,68,69,71,72,86,100,102,106,107,111,114,128,131,132,136,137,138,141,143,152,155,156,157,160,161,162,174,177,178,181,182,183,185,187,189,190,192,193,196,198,199],start_d:[151,162],start_h:[151,162],start_nam:178,start_name_idx:178,start_nod:138,start_pack:178,start_profile_intrins:161,start_rpc_serv:177,start_telnet:107,start_w:[151,162],start_x:162,startswith:[91,92,93,94,110,122,199],startup:[30,158,159,201],stat:[178,182,183,185],state1:166,state1_typ:166,state2:166,state2_typ:166,state:[1,6,21,22,34,95,111,136,137,144,153,154,157,158,161,162,166,167],state_dict:[45,114],state_object:95,state_placehold:160,state_typ:166,stateless:157,statement:[30,34,35,76,120,125,139,158,160,161,162,167,199],stateobject:136,static_cast:[1,35,37],static_librari:158,static_quantization_tutori:70,staticmethod:[12,79],statist:[0,111,137,144,148,153,178,182,183,185,191],stats:136,statu:[19,22,36,64,66,90,91,99,100,101,107,136,137,144,177,189],std:[12,15,18,30,34,35,37,45,47,48,64,66,70,71,92,94,99,100,101,102,109,152,178,191,201,202],stdarg:106,stdbool:110,stdin:25,stdio:[35,106,107,138],stdout:[14,98,190],steadi:21,step:[1,3,6,8,9,12,19,24,25,26,28,29,32,33,35,36,37,44,50,53,60,63,64,65,66,67,68,76,82,84,91,99,101,104,106,107,108,109,112,124,128,132,134,136,137,139,152,153,156,158,160,161,162,178,182,183,185,188,191,192,196,197,199,201,203],step_nam:28,stermin:100,stft:[152,162],stick:20,still:[6,7,9,12,14,15,18,21,29,30,32,33,34,46,55,58,78,111,119,138,143,150,152,155,161,164,166,192,195,201],stitch:6,stm32:159,stm32cube:106,stm32cubeid:106,stm32f4xx:159,stm32f746:172,stm32f746xx:[9,145],stm32h7xx:159,stm32l4r5zi:[105,106,110],stm32project:106,stm:172,stmcube:106,stmcubemx:106,stmt2ref:161,stmt:[37,76,84,160,161,162,199],stmt_functor:[76,142],stmt_list:161,stmt_or_mod:161,stmt_seq:161,stmtsref:161,stoi:35,stoll:35,stop:[9,53,64,104,107,136,137,141,152,162,169,191,195],stop_nam:178,stop_name_idx:178,stop_pack:178,stopgradi:4,storag:[2,3,12,18,44,65,71,76,84,107,109,111,114,138,143,160,161,162,170,174],storage_align:[160,161],storage_id:2,storage_scop:[7,95,117,143,161],storagebuffer16bitaccess:16,storagebuffer8bitaccess:16,storageflatten:161,storagerewrit:161,store:[2,3,5,6,8,12,13,18,35,53,57,63,76,82,83,84,99,100,101,106,110,111,123,136,137,141,143,144,150,152,155,159,160,161,164,166,167,170,182,183,185,188,190,191,199,201],store_lowbit_output:178,store_matrix:83,store_queu:174,stori:70,str2mask:[3,158],str:[1,35,46,50,65,72,79,84,92,94,99,100,101,102,105,108,109,110,114,119,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,191,199,203],straight:[72,122],straightforward:[12,14,35,37,166],strap:111,strateg:23,strategi:[6,9,27,84,91,111,128,136,144,148,183,185,190,203],stream:[3,8,35,37,107,111,158,174],streamhandl:[14,98,190],streamlin:176,streamsync:3,street_smal:69,strftime:11,strict:[19,150],strictli:146,strid_depth:162,stride1:[153,162],stride2:[153,162],stride:[7,33,55,65,79,82,83,90,98,122,123,124,125,127,128,129,134,138,151,152,153,154,156,160,161,162,169,174,183,195,197,199,203],stride_1:[122,123],stride_2:123,stride_depth:162,stride_h:[83,138,162,183],stride_height:[138,162],stride_w:[83,138,162,183],stride_width:[138,162],strided_set:[152,162],strided_slic:[62,152,162],stridedslic:4,strideset:7,strike:18,string:[1,3,6,9,11,12,15,16,24,30,33,35,37,49,60,91,100,106,107,117,136,137,138,139,143,144,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,173,174,177,202],stringimm:[12,128,161],stringstream:35,strip:[43,45,48,59,108,109,178],strive:[21,23],strlen:106,strm:[35,37],strong:18,strongli:[17,36,83],struct:[12,18,33,106,107,143,158,161,166],struct_info:143,structinfo:143,structrual_equ:143,structtyp:161,structur:[2,9,11,12,13,15,18,24,25,72,76,83,107,111,128,137,140,143,144,146,150,155,158,160,161,162,164,166,167,170,174,191,197,199,200,201],structural_equ:[143,161,169],structural_hash:143,structuralequ:[144,161],strucur:158,stuck:100,studi:[6,18],studio:[53,132],stuff:[29,111],style:[6,12,13,18,21,23,24,27,32,33,78,104,106,107,109,138,150,152,155,158,160,162,167,170,196,199,200],styliz:153,stype:138,su:63,sub:[1,4,6,9,10,13,23,35,53,155,161,162,167,169,170],subclass:[3,6,10,12,15,34,37,143,144,158,162],subcommand:[112,201],subdiagon:[152,162],subdirectori:[6,37,111],subexpress:[12,155],subgraph:[13,35,56,61,62,91,92,93,94,127,136,149,155,162,167,169,196],subgraph_0:35,subgraph_:35,subgraph_end:155,subgraph_start:155,subject:[19,21,29,34,111,160,167],submiss:[28,103,113,172],submit:[3,19,27,169],submitt:19,submodul:[29,132],subordin:161,subplot:111,subprocess:[10,110],subrang:137,subrange_length:137,subraph:155,subregion:161,subroutin:161,subscrib:28,subscript:[5,162],subsect:[167,170],subsequ:[15,152,167],subset:[7,18,84,111,160,162,170,199],subspac:161,substanti:23,substitut:[76,107,114,155,161,167,170,191,201],substract:[153,162],subsystem:177,subtensor:152,subtract:[35,62,152,160,161,162,167,169],subtre:161,subtyp:15,succe:170,succeed:111,success:[19,21,22,23,24,32,53,63,102,182,183,185,188],successfulli:[12,19,24,36,50,66,67,68,71,79,90,102,114,144,177,190,192],successor:167,succinct:13,sudo:[58,59,63,98,99,100,101,132,134,177,190],suffic:[33,167],suffici:[6,15,18,21,53,132,174],suffix:[11,158],sugar:[120,149,158,161,162,167],suggest:[0,7,10,13,21,23,30,127,140,155,202],suit:[12,32,177],suitabl:[28,61,98,107,138,145,152,154,158,162],sum1:167,sum2:167,sum:[1,4,11,33,62,70,82,83,84,87,91,92,93,94,128,136,137,152,153,158,160,161,162,166,182,183,185,189,190,195,199],sum_:[153,162],sum_data:153,sum_j:153,sum_r:[160,161],sum_sqr_up:162,summar:[9,11,13,19,20,21,28,177],summari:[15,22,23,29,64,66,70,71,92,94,157,177,201,202],summat:[152,162],sun:154,super_resolut:46,super_resolution_0:46,super_resolution_with_caffe2:46,superdiagon:[152,162],supplement:138,supplementari:177,suppli:[7,9,11,30,49,107,137,158,160],support:[1,3,5,8,9,11,12,14,15,16,20,24,29,32,33,35,36,40,43,45,46,48,49,53,58,59,63,64,65,69,70,71,72,73,76,83,91,92,93,94,95,104,106,107,108,109,110,111,114,117,120,122,124,128,131,133,136,137,138,140,143,144,145,146,148,149,150,151,152,153,154,155,156,158,159,160,161,162,163,164,165,166,167,168,169,170,174,176,177,178,182,183,188,191,192,194,196,199,202],support_block_scope_host:161,supported_op:111,supported_subgroup_oper:16,supportedoper:16,supports_float16:16,supports_float64:16,supports_int16:16,supports_int64:16,supports_int8:16,supports_storage_buffer_16bit_access:16,supports_storage_buffer_8bit_access:16,supports_storage_buffer_storage_class:16,supportsint:146,suppos:[1,7,33,128,138,147,161,162,166,167],suppress:156,sur:56,sure:[19,28,29,33,35,50,55,63,79,83,91,99,100,101,106,111,132,134,136,137,152,162,177,178,182,183,185,188,202],surpris:[13,21],surround:[160,161,200],sustain:23,svg:127,svn:29,svn_editor:29,sw_emu:58,swap:[63,152],swapfil:63,swapon:63,swift:15,sy:[14,43,91,92,93,94,98,107,118,178,190],sym:[49,137],symbol:[2,8,13,14,18,20,35,91,92,93,94,99,100,101,102,106,120,124,132,138,139,143,148,150,154,155,158,160,161,162,195,199],symbol_prefix:158,symbol_resnet:154,symbol_section_map:138,symlink:32,symmetr:[153,162],symmetri:[152,162],symplif:161,syn:177,sync:[28,158,161],synchon:141,synchron:[3,118,146,158,160,161,174],syncstreamfromto:3,synset:[64,66,67,68,70,191,201],synset_nam:[42,44,45,47,48,66,67,68,70,109],synset_path:[42,44,45,47,48,66,67,68,70,109],synset_url:[42,44,45,47,48,66,67,68,70,109],syntact:167,syntat:149,syntax:[9,12,13,24,35,37,59,79,158,160,166,170,195,200,202],syntax_sugar:158,synthes:[58,174],synthesi:[59,174,177],sysroot:138,system:[6,9,12,17,18,24,25,30,31,32,33,34,37,39,40,53,56,59,60,62,103,104,105,106,107,109,110,112,120,122,131,132,134,135,138,140,143,148,157,158,159,165,166,167,172,176,177,182,183,185,188,199,201],system_lib:[157,158,159],systemat:[12,166],systemc:107,systemlib:9,sz:11,szegedi:[153,154,162],t0:[123,129],t1:[129,166,170],t2:[166,170],t3:170,t:[3,4,7,8,9,12,13,14,15,19,20,21,26,28,29,30,33,34,39,47,49,53,56,58,63,64,66,69,72,76,78,79,83,84,87,90,91,92,93,94,95,104,105,107,109,111,114,120,123,124,125,127,128,129,131,132,136,138,141,143,147,148,152,153,155,157,158,160,161,162,166,167,169,170,172,177,178,182,183,185,188,189,195,199,200,202],t_1:129,t_2:129,t_3:129,t_4:129,t_5:129,t_6:129,t_add:[90,91,92,93,94,195],t_add_ax0:90,t_add_ax1:90,t_add_ax2:90,t_add_ax3:90,t_bia:127,t_conv:127,t_divid:195,t_divide_r:195,t_divide_red_1:195,t_divide_red_rf:195,t_divide_red_rf_1:195,t_elemwise_sum:195,t_matmul_nt:[91,92,93,94],t_multipli:[91,92,93,94,195],t_relu:[91,92,93,94,127],t_reshap:91,t_softmax_exp:[91,92,93,94,195],t_softmax_exp_1:195,t_softmax_expsum:[91,92,93,94],t_softmax_maxelem:[91,92,93,94],t_softmax_norm:[91,92,93,94,195],t_softmax_norm_1:195,tab:[21,29,106,177],tabbi:[45,48,64,67,68,70,107,191,201],tabl:[3,7,16,63,91,92,93,94,136,144,158,161,173,191,201],tack:33,tag:[18,24,28,29,32,35,53,87,95,143,148,159,160,161,162,166,167,170,182,188,195],tag_dict:159,tag_scop:160,tagscop:160,tail:[18,111,166],tailor:[18,174],take:[1,3,5,6,7,8,9,12,13,14,15,17,18,19,21,22,23,28,29,32,33,34,35,37,46,53,59,60,62,63,64,65,70,72,76,78,90,92,94,95,98,99,100,101,102,104,105,106,110,111,120,122,123,124,127,128,132,136,137,138,140,141,149,150,151,152,153,154,158,160,161,162,166,167,169,170,174,177,182,188,189,190,191,192,196,199,201,202],take_leg:162,takeawai:34,taken:[1,7,21,153,183],talk:[6,13,19,23,27,111,177],tan:[4,152,160,161,162],tangent:162,tanh:[4,5,36,62,152,160,161,162,164],tar:[0,29,36,47,50,53,61,62,63,65,67,68,71,91,99,101,104,105,106,107,110,112,142,145,157,158,177,178,192,197,201,203],tar_f:110,tar_fil:[106,138],tar_path:106,tarbal:[11,110,112,138],tarfil:[47,50,71,106,108,110],target:[0,1,10,11,16,18,20,29,31,33,34,35,37,39,40,42,43,44,45,46,47,48,49,50,53,55,56,57,58,62,63,65,66,67,68,69,70,71,72,78,81,84,87,88,90,91,92,93,94,95,98,99,100,101,102,106,107,111,114,117,122,127,128,132,136,137,138,139,142,143,144,145,146,148,150,151,152,153,154,155,157,158,161,162,172,173,174,177,181,182,183,185,188,190,192,195,196,197,200,202,203],target_1:[20,32],target_2:[20,32],target_bit:161,target_burst_byt:143,target_devic:154,target_format:138,target_height:[151,162],target_host:[11,53,64,65,118,136,137,139,148,152,159,178,182,183,185,188,202],target_kei:136,target_kind:[3,159],target_lib:55,target_map:159,target_nam:203,target_op:102,target_or_curr:159,target_shap:[151,162],target_spec:111,target_vta_cpu:178,target_weight_nam:155,target_width:[151,162],targetkind:159,tarrai:195,tarray_1:195,task:[2,9,24,32,35,64,65,98,99,100,101,107,111,112,136,142,144,172,174,178,183,190,191,201,202],task_config_build_:32,task_cpp_unittest:[28,132],task_id:[144,160],task_input:[95,136,162],task_inputs_overwrit:136,task_inputs_save_to_fil:[95,136],task_nam:[137,144],task_python_unittest:[28,32],task_schedul:144,task_weight:[91,92,93,94,136,144],taskextractenv:137,tasknam:137,taskschedul:[91,92,93,94,136,144],taskschedulercallback:136,taskschedulertyp:144,tasktempl:137,tba:35,tcalleffectkind:122,tcost:178,tcp:[53,64],te:[5,7,14,15,37,42,43,44,46,49,50,58,64,66,67,68,76,78,82,83,84,90,95,98,114,117,118,120,122,123,124,125,127,128,129,136,137,138,139,142,148,152,153,161,162,164,182,183,185,188,189,192,195,196,197,200],te_compil:[14,148],teach:[10,24],tech:176,technic:[21,23,27,39,177],techniqu:[30,40,72,98,185,199],technolog:130,tecompil:148,tedd:[121,126],tediou:[6,78],tell:[13,24,33,35,46,107,111,127,132,134,174,182,188],telnetterminal0:107,telnetterminal1:107,telnetterminal2:107,telnetterminal5:107,temp:[8,63,64,93,123,128,138,157,178,182,183,185,188,192,197,199],temp_dir:[104,105,108,109,110,118],tempdir:[8,63,64,65,66,67,68,91,93,99,101,104,105,108,109,110,118,128,138,178,182,183,185,188,192,197,199,203],tempdirectori:138,tempexpr:165,tempfil:[108,110],templat:[6,10,14,15,19,28,40,53,80,90,91,92,93,94,98,99,100,101,104,106,108,110,111,112,137,145,152,162,174,189,193,196,198,199],template_project_dir:[105,145],template_project_path:[104,108,109,110,145],templateproject:145,tempor:[1,123,161],temporari:[2,13,35,66,67,68,108,110,114,123,136,138,158,167,168,182],temporarili:163,tempori:8,ten:111,tenant:21,tend:[9,22,72],tendenc:12,tensor:[1,4,5,6,9,14,15,18,21,33,35,37,40,45,48,49,50,56,62,64,65,69,72,78,79,80,82,84,90,91,92,93,94,95,106,109,110,114,117,118,124,125,126,129,130,136,137,138,139,141,143,146,147,148,149,150,151,152,153,154,155,156,160,161,162,164,165,166,167,169,171,173,174,178,183,185,188,189,190,191,193,195,196,197,198,200,201],tensor_a:[153,162],tensor_b:[153,162],tensor_data:107,tensor_expr_get_start:[190,198,199],tensor_input_map:136,tensor_intrin:[160,161],tensor_ir_blitz_cours:[198,200],tensor_nam:107,tensor_typ:138,tensoraffinetyp:143,tensorarrai:4,tensorarrayconcatv3:4,tensorarraygatherv3:4,tensorarrayreadv3:4,tensorarrayscatterv3:4,tensorarraysizev3:4,tensorarraysplitv3:4,tensorarrayv3:4,tensorarraywritev3:4,tensorcomputeop:[7,160],tensorcor:[81,85,138,144,161],tensordom:7,tensordot:162,tensorflow:[1,6,24,40,44,50,51,52,53,63,65,71,72,91,92,93,94,99,100,101,102,107,108,110,111,112,150,152,156,162,196,197,201,202],tensorflow_op:49,tensorintrin:[160,161],tensorir:[139,160,161,193,198],tensornod:[7,15],tensorrt:[1,35,59,100],tensorrt_op:62,tensorrtopconvert:62,tensorslic:160,tensorspec:72,tensortyp:[12,33,78,105,117,118,143,152,170],tensortypenod:[33,35],teras:177,term:[13,21,23,33,46,120,129,150,152,154,161,162,167,169,174,177,194,201],termgraph:[119,138],termin:[10,53,63,66,91,92,93,94,99,100,101,106,132,138,144,145,157,161,177],terminate_task:144,terminolog:[13,37,152],termnod:138,termplott:[119,138],termvizpars:[119,138],ternari:167,tesor:80,test:[4,8,10,15,16,18,19,21,23,25,27,29,36,49,53,55,58,59,61,62,63,66,67,68,78,79,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,117,118,120,123,124,128,131,133,134,136,137,138,142,144,150,152,153,155,156,157,158,159,161,162,169,172,178,182,183,185,188,189,190,192,195,197,199,201],test_add1:139,test_add2:139,test_add:139,test_all_elemwis:28,test_arm_compute_lib:55,test_benchmark_topi_conv2d:177,test_config:55,test_dataflow_pattern:169,test_dir:203,test_forward:28,test_funct:32,test_i:61,test_imag:[43,178],test_input:154,test_mask:114,test_match_const:169,test_match_data_layout:169,test_match_diamond:169,test_match_dom_diamond:169,test_match_func:169,test_match_funct:169,test_match_if:169,test_match_kernel_s:169,test_match_let:169,test_match_op_or:169,test_match_opt:169,test_match_plus_zero:169,test_match_tupl:169,test_match_tuple_get_item:169,test_match_typ:169,test_mma_intrin:161,test_mytest:20,test_nam:19,test_no_match_attr:169,test_op_level3:33,test_opencl:66,test_pass_storage_rewrit:28,test_pipeline_executor:118,test_program_rpc:177,test_something_flaki:19,test_street_smal:69,test_target:[64,65,66],test_tensorrt:62,test_tir_transform_inject_rolling_buff:28,test_upscal:28,test_vm_seri:18,test_vulkan:66,test_x:61,testbench:177,testcas:138,testdata:[104,106,110],testreplacefunc:[12,155,161],text:[13,17,26,28,29,49,106,107,119,138,143,149,150,152,153,154,157,158,160,161,166,167,170,201,202],text_summari:157,textiobas:137,textual:[13,155],textur:[53,64,65,158],texture_spatial_limit:158,textureflatten:161,tf:[1,4,44,49,50,63,66,71,72,98,108,111,150,152],tf_compat_v1:49,tf_crop_and_res:[151,162],tf_half_pixel_for_nn:[151,162],tf_test:49,tfactor:160,tfbertforsequenceclassif:72,tflite:[1,28,51,52,65,73,74,103,105,107,108,109,111,113,150,156,172,201,202],tflite_11_05_08:71,tflite_builtins_int8:111,tflite_model:[1,50,71,104,106,108,110,111],tflite_model_buf:[50,71,104,106,108,110],tflite_model_fil:[50,71],tflite_output:71,tflite_pr:71,tflite_r:71,tfliteconvert:111,tfparser:4,tgt:[58,199],tgt_gpu:199,tgt_stmt:161,tgz:[29,50,71,107,111,177],th:[33,141,149,151,152,153,161,162,199],tha:26,than:[3,7,9,10,12,13,14,18,20,21,24,28,29,32,33,34,35,46,48,64,66,67,68,70,71,72,84,99,104,106,108,109,111,124,128,132,134,136,137,138,141,143,145,147,148,150,151,152,156,157,158,160,161,162,165,166,167,169,174,183,188,190,191,195,200,201],thank:[6,15],thee:158,thei:[1,3,5,6,7,8,9,10,12,13,18,19,21,22,23,24,28,29,32,34,35,36,37,39,53,55,56,62,72,78,84,90,91,92,93,94,110,111,117,127,128,129,131,137,143,147,151,152,153,155,158,160,161,162,166,167,168,170,172,174,177,183,185,190,195,199,202],them:[1,5,6,7,8,11,12,13,14,15,17,18,19,20,21,22,24,28,32,33,34,35,36,53,56,57,58,64,72,78,84,91,92,93,94,95,96,98,99,100,101,102,106,107,110,111,117,119,127,128,129,136,137,138,143,147,150,151,152,153,155,160,161,166,167,169,170,172,174,177,190,191,192,195,196,197,199,200],theme:177,themselv:[23,167],then_cas:161,theoret:9,therebi:84,therefor:[1,7,12,14,32,33,78,82,87,141,174,178,183,185],thi:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,28,29,30,31,32,33,34,35,36,37,38,39,40,42,43,44,45,46,47,48,49,50,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,109,110,111,112,114,117,119,120,122,123,124,125,127,128,129,131,132,134,135,136,137,138,139,141,143,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,173,174,175,176,177,178,181,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],thie:161,thierri:[91,182,183,185,188],thin:[138,141,161,163],thing:[5,13,21,22,24,29,33,34,35,57,60,83,111,119,131,167,174,182,190,191,194,201,202],think:[21,169],third:[1,14,35,131,132,156,161,177,182,188,194],thirdparti:138,those:[3,5,6,7,9,11,12,13,19,21,24,28,32,34,37,56,62,63,72,83,103,107,111,127,155,161,162,166,167,170,174,182,183,185,188,195],though:[7,11,13,21,28,34,111,128,137,145,152,155,161,164,167,170,191,192],thought:[7,21,37],thousand:111,thread:[3,6,7,12,22,25,29,37,39,59,76,83,84,102,125,136,137,144,158,159,160,161,190,200,203],thread_axi:[37,58,82,83,90,98,122,123,124,125,160,161,183,192,199],thread_bind:[161,200],thread_count:161,thread_ext:117,thread_i:[82,83],thread_ivar:160,thread_tag:[160,161],thread_warp_s:[67,72,98,159],thread_x:[82,83,124],thread_xz:82,thread_yz:82,thread_z:83,threadbind:161,threadblock:161,threadgroup:161,threadidx:[37,82,83,90,98,117,122,123,124,125,127,158,161,164,192,195,199,200],threadidx_i:[83,195],threadidx_x:[83,90,123,124,125,195],threadidx_x_1:[90,195],threadidx_x_2:195,threadidx_y_1:195,threadidx_y_2:195,threadidx_z:[83,195],threadidx_z_1:195,threadidx_z_2:195,threadindex:[182,183,185,188],threadloc:37,threadlocalstor:12,threadripp:[99,100,101],threadsaf:15,threadsync:161,threadworkload:37,three:[3,7,8,9,13,18,21,34,35,37,53,60,66,67,68,83,111,127,156,160,161,162,167,174,177,182,191,197,199,201,203],thresh:[43,178],threshold:[43,63,137,156,161],through:[3,7,9,10,12,18,19,20,21,23,25,29,32,33,34,36,37,49,53,56,59,61,62,63,64,71,72,78,104,110,119,123,124,131,133,143,145,155,158,159,161,163,166,172,174,188,190,191,192,193,196,200,201,202],throughout:[1,4,29,72],throughput:[63,136,174,177],thrown:[12,111,140],thu:[5,7,33,76,82,83,111,128,137,143,147,152,160,162,164,166,167,170,177,182],ti:[6,83,100],tian:[117,197],tianqi:[120,122,123,124,199],tiger:[42,47,50,64,66,70,109,191,201],tighten:7,tighter:9,tigri:[191,201],tile:[1,4,6,61,72,82,83,84,90,95,98,99,100,101,128,136,137,138,152,153,160,161,162,174,182,183,185,188,189,190,196,199,200],tile_0:137,tile_f:98,tile_i:[98,137,190],tile_k:[153,162],tile_n:[153,162],tile_rc:98,tile_ri:98,tile_rx:98,tile_s:[153,162],tile_x:[98,137,190],time:[2,6,7,11,12,15,18,20,21,23,27,28,29,30,32,33,37,39,43,46,47,49,53,56,62,64,65,66,69,70,71,72,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,103,106,107,108,109,111,112,124,132,136,137,138,141,143,144,145,148,150,152,153,154,155,157,158,159,160,161,162,167,170,173,174,177,178,188,189,190,191,192,199,201,202],time_end:141,time_evalu:[82,83,84,90,95,98,158,178,189,192,199],time_f:192,time_start:141,time_wait:157,timeit:[84,144,191,199],timeout:[64,91,92,93,98,99,100,101,105,136,137,145,157,178,191,202],timeout_overrid:145,timeout_sec:145,timer:[9,141,178,191],timer_v:106,timestamp:[0,11,136,137,160,190],timestep:124,timing_inst:[79,143],timing_numb:191,timing_repeat:191,timing_result:141,tindex:160,tinfo:[1,137,162],tini:[43,104,106,108,178],tip:[6,21,22,27,30,31,70,71,177],tir:[9,12,16,28,33,37,76,78,82,83,84,90,91,92,93,94,95,104,105,106,107,108,109,110,111,112,120,122,123,124,125,128,129,139,142,143,144,148,149,158,160,162,178,182,183,185,188,189,195,196,199,200,203],tir_matmul:160,tir_phase_0:203,tir_prefix:158,titanx:100,titl:[19,24,28,29,83,111],tl:84,tlc:[19,24,104,106,110],tlcpack:[0,19,32,107,111,131,133,194],tlcpackstag:19,tm:[103,113],tmap:7,tmlc:61,tmoreau89:[91,177],tmp:[2,63,64,66,67,68,79,91,99,100,101,111,118,127,138,203],tmp_dir:118,tmp_log_fil:[64,99,100,101],tmp_path:65,tmpihgw33o_:111,tn:166,to_batch:155,to_batch_matmul:155,to_cp:155,to_dlpack:146,to_dlpack_func:138,to_exclud:137,to_json_dict:137,to_mxnet_func:138,to_networkx:114,to_python:154,to_pytorch_func:138,to_scipy_sparse_arrai:114,to_sourc:154,to_str:35,toanormalform:[34,78,155],toanormalformexpr:155,tobasicblocknormalform:155,tobyt:107,tocp:155,todai:[13,72,169],todens:[72,95],todo:[12,18,44,70,84,136,150],togeth:[6,8,10,13,21,34,35,37,72,78,119,127,128,129,130,136,152,153,155,162,176,195,199],tographnormalform:155,token:[35,131,157,174],toler:154,tolist:69,tom:110,tomixedprecis:[53,64,155],tomohiro:66,too:[1,7,8,9,36,53,90,92,94,95,98,99,100,101,102,106,111,136,137,183,185],took:[35,53],tool:[4,6,10,21,28,36,40,58,59,63,66,72,91,93,103,106,113,132,138,149,172,177,191,193,201,202],toolchain:[1,36,53,59,65,66,138,163,174],toolkit:[58,132],top1:[42,47,66,67,68],top1_kera:44,top1_torch:[48,109],top1_tvm:[44,45,48,109],top3:70,top5:64,top:[6,7,14,15,19,26,28,30,32,34,40,42,43,44,45,47,48,49,50,63,64,66,67,68,71,109,112,127,132,136,137,143,144,147,151,152,153,156,161,162,166,169,170,171,174,177,178,182,189,193],top_categori:64,top_k:[49,144,156],top_k_record:144,top_oneflow:45,topdir:203,tophub:[137,178],topi:[1,9,14,33,37,90,91,92,93,94,95,98,102,127,128,137,139,142,151,152,160,183,193,196,198],topi_comput:33,topi_integr:137,topi_schedul:137,topic:[24,28,76],topic_vta_tutori:187,topic_vta_tutorials_frontend:180,topic_vta_tutorials_optim:186,topisst:34,topk:[14,152,162],topk_strategi:14,topk_strategy_cuda:14,topkv2:4,topleveltracedmodul:150,topmost:143,topolog:[7,13,35,56,167,169],toppattern:[33,169],torch:[48,64,67,68,69,70,78,109,114,150,201],torch_class_kei:[48,109],torch_img:[45,48,109],torch_model:114,torchscript:[48,64,67,68,150],torchvis:[48,64,67,68,109],tornado:[98,99,100,101,107,132],tornadomeet:154,tos:[24,51,59,73,75,81,88,96,103],total:[5,29,36,43,47,49,52,64,66,69,70,74,77,84,85,87,89,91,92,93,94,97,99,100,101,105,109,111,113,116,126,136,137,141,147,152,156,158,160,161,164,177,178,180,182,186,187,188,189,191,198],total_el:35,total_global_memori:158,total_tim:[105,141],totensor:[45,47,48,64,70,109],touch:[13,28,36,144,202],touch_task:144,tour:196,toward:[1,24,141,161,199],tp1:147,tp:[12,53,143],tpu:174,tqchen:154,trace:[7,12,30,48,64,67,68,78,109,143,144,150,152,155,160,161],trace_act:[160,161],trace_stack:143,traceabl:[143,161],traceback:25,tracerwarn:69,tracewrapp:69,track:[15,18,37,111,161,166,167,170,177],tracker:[17,53,55,64,92,94,100,102,132,136,137,157,178,201,202],tracker_addr:157,tracker_host:[66,178],tracker_port:[66,178],trackersess:157,tradeoff:18,tradit:[6,9,11,13,18,59,83,103,167,196],tradition:[9,11,150],traffic:[111,145],trail:[20,191],train:[24,56,64,70,103,104,106,107,108,113,114,134,136,137,150,153,162,166,190,191,201,202],train_dataset:111,train_i:61,train_resnet:154,train_x:61,trained_cel:166,trained_model:[104,106,108],trait:23,tran:161,trans_a:162,trans_b:162,transa:138,transact:161,transb:138,transfer:[3,29,35,37,63,82,137,141,152,197],transform:[1,2,4,9,12,18,28,33,34,35,37,40,42,43,44,45,46,47,48,49,50,53,55,56,61,62,63,64,66,67,68,69,70,71,78,79,83,84,91,92,93,94,95,99,100,101,102,104,105,106,108,109,110,111,114,118,122,125,127,132,136,137,138,142,151,152,153,154,156,160,162,163,165,167,168,169,170,178,182,183,185,188,189,191,196,197,199],transform_block_layout:161,transform_funct:[12,78,155,161],transform_imag:[66,67,68],transform_layout:[160,161],transform_modul:143,transform_step:95,transformed_kernel:138,transformgraph:4,transformlayout:161,transformmmabufferlayout:161,transformspac:137,transit:[124,137],translat:[9,37,55,83,122,160,161,178,196,202],translatedlay:150,transp_a:162,transp_b:162,transpar:[35,117,120,167],transport:[9,104,105,109,110,145],transport_context_manag:[110,145],transportclosederror:145,transportlogg:145,transporttimeout:145,transpos:[4,42,43,44,62,66,67,68,69,72,107,114,138,147,150,152,153,154,155,160,161,162,178,182,183,185,188,191,196,201],transpose_a:[150,153,162],transpose_b:[150,153,162],transpose_matrix:161,travel:21,travers:[1,7,12,18,35,53,147,152,160,199],treat:[13,21,28,69,91,92,93,94,117,120,141,143,150,152,153,159,166,167,170],tree:[8,9,11,13,28,39,114,127,145,161,166,169,170],tremend:191,trevor:62,tri:[163,167,202],triag:29,trial:[53,65,90,91,92,93,94,95,98,136,137,144,189,190,191,202],trial_scor:137,trial_timestamp:137,triangular:[152,162],trick:[15,84,199],trigger:[19,122,132],trilinear:[151,153,162],trilu:[152,162],trip:[5,158],tripl:[40,138,159,192],triplet:128,trippabl:200,trivial:[19,105,161],troubl:132,tru:169,truck:43,true_branch:[34,149,152],true_offset:18,true_valu:161,truman:[117,197],trunc:[152,160,161,162],trunc_divid:152,trunc_mod:152,truncat:[160,161,162],truncatemod:4,truncdiv:[160,161,162],truncmod:[160,161],trust:[17,27],truth:136,try_get_conv2d_sparse_input:162,try_get_sparse_input:162,try_spatial_pack_depthwis:99,try_unrol:137,try_unroll_vec:137,try_wait:161,ts:195,tsim:[173,178,182,183,185,188],tsk:[64,99,100,101,137],tsk_trial:[64,99,100,101],ttf:[43,178],tty:106,ttype:149,ttyusb0:177,tun:[64,65],tunabl:[64,98,99,100,101,105,137,190,196,199],tune:[10,14,40,53,62,64,65,66,71,72,80,88,90,95,97,103,107,113,132,134,136,137,143,144,155,159,161,178,189,193,196],tune_and_evalu:[91,93,95,99,100,101,102],tune_context:144,tune_conv2d_cuda:[97,98],tune_conv2d_layer_cuda:[89,90],tune_graph:102,tune_kernel:102,tune_log:[64,65],tune_network_arm:[89,91],tune_network_cuda:[89,92],tune_network_mali:[89,93],tune_network_x86:[89,94],tune_opt:[90,91,92,93,94,95,136,189],tune_relay_arm:[97,99],tune_relay_cuda:[97,100],tune_relay_mobile_gpu:[97,101],tune_relay_x86:[97,102],tune_sparse_x86:[89,95],tune_task:[99,100,101,144],tune_tir:144,tunecontext:144,tuner:[53,64,65,91,92,93,94,98,99,100,101,102,105,142,171,191,201],tuner_obj:[64,99,100,101,102,191],tuning_api:143,tuning_api_databas:143,tuning_opt:[99,100,101,102,136,191],tuning_record:[65,144,191,202],tuningopt:[90,91,92,93,94,95,136,189],tuningrecord:144,tunner:105,tup:[33,167],tupl:[2,18,32,33,34,44,62,76,90,108,119,121,123,126,136,137,138,141,143,147,148,149,150,151,152,153,154,155,156,157,160,161,162,164,165,166,169,189,190],tuple_get_item_nod:169,tuple_input:[126,129],tuple_pattern:169,tuple_valu:[149,152],tupleaffinetyp:143,tuplegetitem:[34,149,152,167,169],tuplegetitemnod:34,tuplegetitempattern:149,tupleitemgetnod:34,tuplenod:[34,35],tuplepattern:149,tupletyp:[143,147,170],tuplewrapp:[152,197],ture:150,turn:[6,19,24,37,56,72,107,110,111,117,130,138,155,160,161,174,177,199],tusker:49,tutori:[1,12,20,23,27,33,35,42,43,44,45,46,47,48,50,53,55,58,59,61,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,103,104,105,106,107,108,111,112,113,114,117,118,119,120,122,123,124,125,127,128,129,130,131,133,161,167,171,172,176,177,178,182,183,185,188,189,190,191,192,194,195,196,198,199,200,201,202,203],tutorial_dir:118,tvfm:32,tvm4j:53,tvm:[0,1,2,3,4,5,7,8,11,12,14,16,17,20,21,22,25,26,27,28,31,32,33,34,38,51,55,58,63,65,69,72,73,74,76,77,80,82,83,84,88,90,91,92,93,94,95,98,99,100,101,102,103,104,105,106,108,109,110,112,113,117,118,119,120,121,122,123,124,126,127,128,129,131,142,163,164,165,166,167,168,169,170,171,173,174,175,176,177,178,181,189,193,195,198,199,200],tvm_access_ptr:[83,128,161],tvm_add_filelin:33,tvm_attr_field:33,tvm_autotun:201,tvm_black_format:158,tvm_bmma_sync:161,tvm_build_path:132,tvm_call_pack:[117,161],tvm_check_return:161,tvm_class_kei:[45,48,109],tvm_data:162,tvm_declare_attr:33,tvm_define_object_ref_method:12,tvm_dev_mblob:8,tvm_dll:[12,110,203],tvm_dll_export_typed_func:35,tvm_enable_l2_prefetch:[90,122,123],tvm_export:110,tvm_ffi:28,tvm_fill_frag:[83,161],tvm_func:138,tvm_home:[32,53,132,203],tvm_if_then_els:117,tvm_lib:63,tvm_library_path:[32,132],tvm_load_matrix_sync:[83,161],tvm_log_debug:[30,132],tvm_micro_board:[104,105,108,110],tvm_micro_seri:[104,105,110],tvm_micro_use_hw:[104,105,110],tvm_mma_sync:[83,161],tvm_ndk_cc:[66,91,93],tvm_num_thread:[70,71,102],tvm_op:[2,141],tvm_out:[2,43,44,162,178],tvm_output:[42,45,46,47,48,49,50,64,72,110,191],tvm_path:177,tvm_pred:71,tvm_re:[69,71],tvm_register_:37,tvm_register_glob:[3,12,15,33,34,35,37],tvm_register_node_typ:33,tvm_register_pass_config_opt:12,tvm_register_target_kind:3,tvm_result:70,tvm_root:28,tvm_rpc:[53,64],tvm_runtim:[36,53,63,107],tvm_runtime_pack:57,tvm_stack_alloca:161,tvm_stack_make_arrai:[117,161],tvm_stack_make_shap:[117,161],tvm_store_matrix_sync:[83,161],tvm_struct_get:161,tvm_struct_set:161,tvm_target:[0,61,63],tvm_tensorrt_cache_dir:62,tvm_tensorrt_max_workspace_s:62,tvm_tensorrt_multi_engin:62,tvm_tensorrt_use_fp16:62,tvm_test_target:[32,154],tvm_thread_allreduc:[161,195],tvm_thread_context:[182,183,185,188],tvm_throw_last_error:161,tvm_top3_label:70,tvm_tracker_host:[64,65,66,178],tvm_tracker_port:[64,65,66,178],tvm_tupl:161,tvm_use_cmsi:108,tvm_val:158,tvm_version:10,tvm_vulkan_debug_shader_savepath:16,tvm_vulkan_disable_dedicated_alloc:16,tvm_vulkan_disable_push_descriptor:16,tvm_vulkan_disable_shader_valid:16,tvm_vulkan_enable_validation_lay:16,tvm_workspace_size_byt:106,tvmarg:[15,35,37,161],tvmargssett:35,tvmarrayhandl:161,tvmbackendallocworkspac:161,tvmbackenddevicealloc:9,tvmbackendfreeworkspac:161,tvmc:[28,53,59,64,73,74,107,111,132,191,193,198],tvmc_command_line_driv:[61,198,201],tvmc_mode:65,tvmc_model:65,tvmc_packag:65,tvmc_python:[198,201,202],tvmcmodel:53,tvmcpackag:[53,65,202],tvmcpythonintro:202,tvmdbg:2,tvmdeviceexttyp:[3,158],tvmerror:[25,140,143,161],tvmexecut:111,tvmfunccal:25,tvmgen_:155,tvmgen_default:[106,107],tvmgen_default_:110,tvmgen_default_devic:107,tvmgen_default_fused_layout_transform:105,tvmgen_default_fused_layout_transform_1:105,tvmgen_default_fused_nn_contrib_conv2d_nchwc:105,tvmgen_default_fused_nn_contrib_dense_pack_add:110,tvmgen_default_fused_nn_conv2d_kernel0:53,tvmgen_default_input:[106,107],tvmgen_default_output:[106,107],tvmgen_default_run:[106,107],tvmgen_default_vanilla_accelerator_main_0:203,tvmgen_mod_name_:155,tvmgetlasterror:161,tvminiti:111,tvmj:138,tvmlogf:106,tvmpackag:[53,65],tvmplatformformatmessag:106,tvmplatforminiti:106,tvmplatformtimerstart:9,tvmplatformtimerstop:9,tvmretvalu:[15,35,37,161],tvmrunner:53,tvmscript:[158,160,200],tvmstreamhandl:[3,158],tvmvalu:[15,35,161],tvo:56,tweak:9,twice:[13,23,119,148,167],two:[1,3,6,7,9,10,13,14,15,19,22,24,26,29,33,34,35,37,40,53,55,57,58,59,62,63,64,72,76,78,79,84,95,100,106,110,111,114,117,124,125,128,129,132,136,137,138,139,143,147,149,150,151,152,153,154,155,156,160,161,162,166,167,170,173,174,177,183,189,190,191,195,196,199,200,201],two_elementwise_transformed_intermediate_buff:161,tx1:62,tx2:62,tx:[37,82,83,98,122,123,125,161,164,183,199],txt:[11,42,44,45,47,48,49,50,64,66,67,68,70,104,105,107,108,109,110,112,134,191,201],txz:82,ty:[1,78,79,82,83,98,118,161,169,197],ty_nam:[152,154],typ:152,type1:24,type2:24,type3:24,type:[0,1,2,3,5,6,7,8,9,12,14,15,18,20,21,26,27,28,32,34,35,37,43,45,46,50,53,55,56,59,60,61,64,72,78,79,84,100,106,107,108,109,111,112,117,120,122,127,129,131,132,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,173,174,177,178,182,185,188,191,199,200,201],type_annot:[83,128,143,149,152,161],type_arg:152,type_cal:143,type_cod:35,type_constraint:[143,170],type_def:[143,161],type_definit:[143,161],type_index:15,type_kei:[8,15,35,53,110,143,149,158],type_nam:[119,138],type_nod:35,type_of:152,type_param:[67,68,143,152,170],type_rel:143,type_rel_func:143,type_str:158,type_var:[143,152],typecal:[143,170],typecast:[182,185,188],typecheck:[166,170],typecod:60,typeconstraint:[143,170],typedata:[143,152,170],typedef:12,typedoc:135,typedpackedfunc:[12,34],typedstorag:[109,114],typeerror:143,typefunctor:152,typekind:143,typematch:35,typemut:152,typenam:162,typeparam:[147,152],typepattern:149,typerel:[143,170],typereport:[33,143],typescript:135,typevar:[143,147,152,170],typevisitor:152,typic:[1,3,6,10,12,19,28,37,46,63,72,84,90,91,92,93,94,102,110,123,124,132,137,139,149,153,155,158,161,167,168,170,173,174,177,200],typical:112,typing_extens:[106,144],tyz:82,tz:98,u16:161,u200:63,u250:63,u280:63,u50:63,u54:159,u55:[103,113],u8:161,u:[19,107,161,167,177],uart0:107,uart:[9,107,112],uart_stdout:107,uartstdoutinit:107,uberti:111,ubiquit:166,ubuntu:[0,62,87,91,132,134,177],ubuntu_download_arm_compute_lib_binari:55,ucb:59,uchar:[90,122,123],uid_lookup_path:49,uint16:[5,36,164],uint16_t:106,uint32:[5,36,153,162,164,195],uint32_t:[18,106,174],uint64:[5,36,164,195],uint64_t:[15,90,122,123],uint8:[5,36,46,49,55,70,71,107,111,153,164],uint8_t:[106,107,111,203],uint:[90,122,123],uintimm:161,ultim:[19,33,111,169,201],ultra96:[63,173],ultra:177,ultrascal:[63,177],ulyanov:153,uma:[193,198],uma_backend:203,uma_cli:203,umabackend:203,umount:177,un:131,un_cp:155,unalloc:158,unambigu:158,unannot:161,unari:161,unbatch:111,unbias:152,unbound:159,uncas:72,uncertain:21,unchang:[153,161],uncheck:177,uncom:[72,79,90,91,92,93,94,95,98,99,100,101,102,111,143],uncommit:161,uncompress:111,uncondit:18,uncontrol:155,unconvent:[10,11],undef:[1,161],undefin:[1,12,14,152,161,162],undefined_var:161,under:[12,15,17,19,24,25,35,36,37,53,64,70,78,106,112,122,127,132,137,144,159,160,161,164,166,169,172,174,177,190,191,195,199,201],underflow:152,underli:[11,24,37,134,138,141,145,152,158,161,191,199],underlin:[35,158],underneath:111,understand:[1,2,3,6,7,8,9,21,24,34,66,67,68,78,98,111,119,127,190,196,199,201,202],understood:[152,166],underwai:16,undetermin:12,undisclos:17,undo:[7,155],undon:7,unexpect:[36,161],unexpectedli:177,unfold:166,unfoldr:166,unfortun:[4,7,18,21,111],unidirect:37,unif:161,unifi:[0,6,8,9,35,106,107,130,161,171,202],uniform:[28,37,55,56,58,62,69,72,82,83,84,90,91,92,93,94,98,99,100,101,102,117,118,120,123,124,128,138,151,158,161,162,189,190,192,195,197,199],uniformli:138,unifythreadbind:161,unimport:136,unind:20,union:[7,15,18,119,136,137,138,139,143,144,145,146,147,148,151,152,153,155,157,159,160,161,162,166,170],unipolar:[153,162],uniqu:[9,11,15,35,62,83,137,138,143,147,148,152,155,161,162,166,167,170,173],unique_nam:11,unit:[10,28,29,53,55,61,62,63,65,79,83,84,114,118,128,136,143,153,154,156,158,159,161,171,174,182,197,199],units_in:153,unittest:28,univers:[15,24,203],unix:132,unknown:[35,158,159,169],unleash:63,unless:[8,9,70,71,161,162],unlik:[3,5,18,59,132,153,158,160,161,162,164,167,202],unlink:108,unlist:137,unmatched_cas:147,unmodifi:[143,160],unmount:177,unnecessari:[7,20,34],unnecessarili:28,uno:111,unoptim:[191,201],unpack:[3,4,32,35,104,106,107,108,109,111,136,138,150,161,162],unpack_arch:111,unpack_nchwc_to_nchw:162,unpacked_out:162,unprun:72,unravel_index:[152,162],unravelindex:4,unrecogn:35,unrel:[19,28],unreli:[84,199],unrespons:177,unrol:[5,12,37,76,84,90,95,98,99,100,101,137,139,154,160,161,164,189,190,196,199],unroll_explicit:[37,90,98,189],unroll_loop:12,unrollloop:[6,12,37,83,161],unrollloopconfig:12,unsaf:161,unsafe_hide_buffer_access:161,unsafe_set_dtyp:161,unscaled_dataset:111,unschedul:161,unseen:137,unset:[16,32,58,132,158,163],unsign:[90,107,111,122,123],unsorted_segment_sum:152,unspecifi:[16,152,162],unsqueez:162,unstabl:[45,48,69],unstructur:72,unsuit:[18,137],unsupervis:154,unsupport:[35,99,100,101,102],unsupportedinmodellibraryformaterror:145,unsur:110,untar:138,until:[3,7,136,141,144,145,158,166,169,170,174],untouch:[161,185],untri:137,untyped_storag:[109,114],untypedstorag:[109,114],unus:[3,7,12,153,155,166,177],unzip:132,uop_load_nbyt:[178,182,183,185],uop_push:[182,183,185,188],up:[0,1,3,5,7,12,13,15,18,19,21,22,25,26,29,35,36,37,43,55,63,64,66,69,70,72,76,79,84,91,99,101,104,110,111,132,134,136,137,141,143,145,152,155,157,158,161,164,166,167,170,177,178,191,195,199,201,202],up_stat:7,upcom:[190,199],updat:[12,14,18,20,25,27,28,34,35,39,59,67,68,78,83,104,105,107,108,110,111,112,114,124,132,136,137,138,143,144,148,152,153,155,160,161,162,166,170,174,177,192],update_from_fil:[90,136,189],update_func:[143,161],update_global_info:[143,161],update_o:161,updated_dag:136,updated_mod:[143,155,161],updated_st:136,upfront:63,upgrad:[18,132],uphold:23,upload:[19,20,27,58,64,66,67,68,91,93,99,101,102,157,163,178,182,183,185,188,192],upload_ci_resourc:20,upon:[10,12,13,33,46,148,150,152,170,174,191,201],upper:[28,136,137,138,152,161,162,191],uppercas:28,upsampl:[153,162],upsampling3d:[153,162],upstream:[26,28,29],upward:7,url:[0,20,24,26,28,29,47,108,111,131,157,191],url_map:20,urllib:111,urlretriev:111,urrent:138,us:[0,1,3,4,5,6,7,8,11,12,13,14,15,16,17,18,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,39,40,42,43,44,45,46,47,48,49,50,51,53,55,56,58,59,62,63,64,65,66,67,68,69,71,72,75,76,77,80,81,82,84,85,91,92,93,94,95,98,99,101,102,104,105,106,109,110,114,115,116,121,122,123,124,125,126,129,131,132,133,134,136,137,138,139,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,167,169,170,171,173,174,178,181,182,183,185,188,191,192,193,194,195,196,197,198,200,203],usabl:[3,24,34,132,166],usag:[5,9,10,13,24,25,27,32,35,59,61,107,108,117,119,127,128,129,137,143,148,155,156,157,158,160,161,162,164],usart3:106,usb:[106,177],usb_devic:106,usbmodemxxxx:106,use_3xtf32:118,use_android:[99,101],use_arm_compute_lib:55,use_arm_compute_lib_graph_executor:55,use_auto_schedul:[91,92,93,94],use_autotvm:148,use_bnn:56,use_ccach:132,use_clml:53,use_clml_graph_executor:53,use_cmsi:108,use_cmsis_nn:106,use_codegenc:35,use_cpp_rpc:53,use_cpp_rtvm:53,use_cuda:[67,132],use_cudnn:117,use_cutlass:118,use_dens:150,use_dp:102,use_exist:145,use_fast_exp:162,use_fast_math:118,use_graph_executor:[53,132],use_ieee_fp:159,use_implicit_batch:62,use_int_div:162,use_kalloc_align:53,use_libbacktrac:[36,53],use_llvm:[36,53,63,132],use_micro:36,use_multiprocess:118,use_ndk:[91,93],use_nnpack:134,use_nt_batch_matmul:150,use_opencl:[36,53,66,192],use_papi:87,use_parser_friendly_nam:150,use_pass_infra:[77,78],use_pass_instru:[77,79],use_physical_hw:[104,105,110],use_pipeline_executor:118,use_profil:[2,132],use_qat:155,use_qfloat:159,use_rasp:24,use_relay_debug:[30,132],use_rocm:132,use_rpc:53,use_scalable_vector:162,use_sm:162,use_spars:[91,94],use_tensorrt_codegen:62,use_tensorrt_runtim:62,use_transfer_learn:[99,100,101],use_unpacked_api:203,use_vart_edge_dpu:63,use_vitis_ai:63,use_vta_fpga:177,use_vta_fsim:177,use_vulkan:66,use_xpu:36,useassumetoreducebranch:161,usecas:152,user:[1,6,7,9,12,13,15,17,20,21,24,25,28,35,36,37,53,59,63,76,78,80,84,90,95,98,99,100,101,106,107,117,118,119,120,122,124,125,128,131,132,136,137,138,143,145,147,149,150,152,154,155,158,159,160,161,162,163,164,166,167,169,170,173,177,182,188,189,190,196,197,199,200,201],usernam:[28,29,177],userwarn:[46,48,49,64,67,68,69,70,100,109,111,114,195,197,202],uses_gpu:[32,154],ushort:[90,122,123],using_external_lib:[116,117],using_pipeline_executor:[116,118],using_relay_viz:[116,119],usingblockvar:161,usmp:[106,107],usr:[36,59,63,91,93,132,134,177],usual:[6,13,14,15,18,19,21,23,26,28,34,36,40,63,98,111,117,119,122,127,136,137,147,161,162,166,170,192],utf:[43,178],util:[3,4,6,8,9,10,18,34,35,49,53,63,64,65,66,67,68,70,84,91,93,94,95,99,100,101,104,105,106,108,109,110,111,118,119,128,131,134,137,142,143,150,152,154,161,167,174,177,178,182,183,185,188,191,192,197,199,203],utk:87,uwsampl:64,ux:2,v0:[0,29,44,63,64,138,146,152,155,161],v16:132,v1:[4,13,29,49,50,63,66,99,107,111,114,150,153,161,166,190],v2016:177,v21:55,v2:[4,51,52,59,71,111,177,191,201,202],v3:[4,51,52,55,102,104,105,108,110,112,154,178],v4:[4,108],v68:159,v6:132,v8a:[53,66],v:[15,28,29,66,72,91,99,101,104,105,107,108,110,112,137,152,159,162,166,167,172,177,178,182,183,185,192],v_i0:200,v_param_100:65,v_param_101:65,v_param_102:65,v_param_103:65,v_param_104:65,v_param_105:65,v_param_106:65,v_param_107:65,v_param_108:65,v_param_109:65,v_param_10:65,v_param_110:65,v_param_111:65,v_param_112:65,v_param_113:65,v_param_114:65,v_param_115:65,v_param_116:65,v_param_117:65,v_param_118:65,v_param_119:65,v_param_11:65,v_param_120:65,v_param_121:65,v_param_122:65,v_param_123:65,v_param_124:65,v_param_125:65,v_param_126:65,v_param_127:65,v_param_128:65,v_param_129:65,v_param_12:65,v_param_130:65,v_param_131:65,v_param_132:65,v_param_133:65,v_param_134:65,v_param_135:65,v_param_136:65,v_param_137:65,v_param_138:65,v_param_139:65,v_param_13:65,v_param_140:65,v_param_141:65,v_param_142:65,v_param_143:65,v_param_144:65,v_param_145:65,v_param_146:65,v_param_147:65,v_param_148:65,v_param_149:65,v_param_14:65,v_param_150:65,v_param_151:65,v_param_152:65,v_param_153:65,v_param_154:65,v_param_155:65,v_param_156:65,v_param_157:65,v_param_158:65,v_param_159:65,v_param_15:65,v_param_160:65,v_param_161:65,v_param_162:65,v_param_163:65,v_param_164:65,v_param_165:65,v_param_166:65,v_param_167:65,v_param_168:65,v_param_169:65,v_param_16:65,v_param_170:65,v_param_171:65,v_param_172:65,v_param_173:65,v_param_174:65,v_param_175:65,v_param_176:65,v_param_177:65,v_param_178:65,v_param_179:65,v_param_17:65,v_param_180:65,v_param_181:65,v_param_182:65,v_param_183:65,v_param_184:65,v_param_185:65,v_param_186:65,v_param_187:65,v_param_188:65,v_param_189:65,v_param_18:65,v_param_190:65,v_param_191:65,v_param_192:65,v_param_193:65,v_param_194:65,v_param_195:65,v_param_196:65,v_param_197:65,v_param_198:65,v_param_199:65,v_param_19:65,v_param_1:65,v_param_200:65,v_param_201:65,v_param_202:65,v_param_203:65,v_param_204:65,v_param_205:65,v_param_206:65,v_param_207:65,v_param_208:65,v_param_209:65,v_param_20:65,v_param_210:65,v_param_211:65,v_param_212:65,v_param_213:65,v_param_214:65,v_param_215:65,v_param_216:65,v_param_217:65,v_param_218:65,v_param_219:65,v_param_21:65,v_param_220:65,v_param_221:65,v_param_222:65,v_param_223:65,v_param_224:65,v_param_225:65,v_param_226:65,v_param_227:65,v_param_228:65,v_param_229:65,v_param_22:65,v_param_230:65,v_param_231:65,v_param_232:65,v_param_233:65,v_param_234:65,v_param_235:65,v_param_236:65,v_param_237:65,v_param_238:65,v_param_239:65,v_param_23:65,v_param_240:65,v_param_241:65,v_param_242:65,v_param_243:65,v_param_244:65,v_param_245:65,v_param_246:65,v_param_247:65,v_param_248:65,v_param_249:65,v_param_24:65,v_param_250:65,v_param_251:65,v_param_252:65,v_param_253:65,v_param_254:65,v_param_255:65,v_param_256:65,v_param_257:65,v_param_258:65,v_param_259:65,v_param_25:65,v_param_260:65,v_param_261:65,v_param_262:65,v_param_263:65,v_param_264:65,v_param_265:65,v_param_266:65,v_param_267:65,v_param_268:65,v_param_269:65,v_param_26:65,v_param_270:65,v_param_271:65,v_param_272:65,v_param_273:65,v_param_274:65,v_param_275:65,v_param_276:65,v_param_277:65,v_param_278:65,v_param_279:65,v_param_27:65,v_param_280:65,v_param_281:65,v_param_282:65,v_param_283:65,v_param_284:65,v_param_285:65,v_param_286:65,v_param_287:65,v_param_288:65,v_param_289:65,v_param_28:65,v_param_290:65,v_param_291:65,v_param_292:65,v_param_293:65,v_param_294:65,v_param_295:65,v_param_296:65,v_param_297:65,v_param_298:65,v_param_299:65,v_param_29:65,v_param_2:65,v_param_300:65,v_param_301:65,v_param_302:65,v_param_303:65,v_param_304:65,v_param_305:65,v_param_306:65,v_param_307:65,v_param_308:65,v_param_309:65,v_param_30:65,v_param_310:65,v_param_311:65,v_param_312:65,v_param_313:65,v_param_314:65,v_param_315:65,v_param_316:65,v_param_317:65,v_param_318:65,v_param_319:65,v_param_31:65,v_param_320:65,v_param_32:65,v_param_33:65,v_param_34:65,v_param_35:65,v_param_36:65,v_param_37:65,v_param_38:65,v_param_39:65,v_param_3:65,v_param_40:65,v_param_41:65,v_param_42:65,v_param_43:65,v_param_44:65,v_param_45:65,v_param_46:65,v_param_47:65,v_param_48:65,v_param_49:65,v_param_4:65,v_param_50:65,v_param_51:65,v_param_52:65,v_param_53:65,v_param_54:65,v_param_55:65,v_param_56:65,v_param_57:65,v_param_58:65,v_param_59:65,v_param_5:65,v_param_60:65,v_param_61:65,v_param_62:65,v_param_63:65,v_param_64:65,v_param_65:65,v_param_66:65,v_param_67:65,v_param_68:65,v_param_69:65,v_param_6:65,v_param_70:65,v_param_71:65,v_param_72:65,v_param_73:65,v_param_74:65,v_param_75:65,v_param_76:65,v_param_77:65,v_param_78:65,v_param_79:65,v_param_7:65,v_param_80:65,v_param_81:65,v_param_82:65,v_param_83:65,v_param_84:65,v_param_85:65,v_param_86:65,v_param_87:65,v_param_88:65,v_param_89:65,v_param_8:65,v_param_90:65,v_param_91:65,v_param_92:65,v_param_93:65,v_param_94:65,v_param_95:65,v_param_96:65,v_param_97:65,v_param_98:65,v_param_99:65,v_param_9:65,v_thread:183,va_end:106,va_list:106,va_start:106,vadd:188,vagu:[28,150],val2017:111,val:[18,98,129,137,148,161,190],val_1:129,val_2:129,val_accuraci:111,val_loss:111,valid:[3,16,19,24,32,44,46,53,61,64,69,91,92,93,94,98,114,136,137,138,140,141,144,148,152,155,156,159,161,162,167,170,191,199,201],valid_box:69,valid_count:[152,156,162],valid_length:[152,162],valid_list:138,valid_op:147,validation_data:111,validation_dataset:111,valu:[2,3,5,6,7,12,13,15,16,18,20,24,27,28,34,35,46,61,62,66,67,68,69,70,72,76,79,90,92,95,99,100,101,104,106,107,109,110,111,112,123,124,128,129,132,136,137,138,140,141,143,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,166,167,169,170,173,174,182,183,185,188,189,190,191,196,197,199,200],value_index:[7,15,123,160,161,182,195],valueerror:[1,25,64,79,91,92,93,94,99,100,101,102,143,159,191],valuetoexpr:34,vanilla:153,vanilla_acceler:203,vanilla_accelerator_conv2dnchw:203,vanilla_conv2dnchw:203,vanillaacceler:203,vanillaacceleratorbackend:203,vanillaacceleratorconv2dpass:203,varaibl:62,vararg:160,varargs_nam:160,vardef:161,vari:[1,9,16,112,128,167,170,191,196,199,201],variabl:[2,6,7,13,18,20,21,24,32,36,45,48,53,58,62,63,67,68,70,71,76,82,84,91,104,107,108,109,110,111,114,125,132,134,137,138,141,143,147,148,149,150,152,154,155,158,160,161,162,165,166,174,177,178,182,192,199],variad:161,varianc:[98,152,153,156,162,190],variant:[6,72,143,153,154,161,174,191,201],varibl:[67,68],varieti:[7,11,18,19,20,24,51,73,81,87,88,96,117,166],varint:144,variou:[6,12,18,27,31,35,49,53,59,64,78,79,84,108,111,117,125,132,138,162,167,170,200],varnod:[35,143,149,169],varpattern:149,vast:6,vastli:84,vd:63,vdevic:143,vdevice_id:143,ve:[12,29,33,34,107,111,177,178,182,183,185,191,199,201],vec1:161,vec2:161,vec:161,vec_siz:137,vector:[1,5,6,7,12,18,21,35,40,72,76,82,83,90,95,99,101,107,111,128,136,137,152,153,158,159,160,161,162,164,174,182,183,185,189,190,191,196,200],vector_unit_byt:136,vectorcombin:161,vectorhigh:161,vectorize8:76,vectorizeloop:[37,161],vectorlow:161,vela:107,vendor:[98,117,130,158],venv:[45,48,64,67,68,69,70,109,111,114],verbos:[28,30,33,90,95,105,107,109,111,136,137,189],verbose_ev:136,verbose_expr:158,veri:[7,9,11,13,14,15,17,18,21,25,32,34,35,36,37,39,67,68,72,76,98,99,101,105,111,117,118,132,154,155,160,161,162,166,190,200,202],verif:[15,53,161,177,190],verifi:[10,19,29,33,46,53,70,111,118,122,123,157,160,161,162,169,183,185,191,199,201],verify_gpu_cod:161,verify_memori:161,verify_ssa:161,verify_well_form:161,verifymemori:161,verifyvtcmlimit:161,veril:173,verilog:177,verison:161,versatil:[40,128,130,166,201],version:[0,2,4,6,10,11,16,18,19,20,26,27,28,33,36,39,45,46,48,50,53,54,55,56,59,62,69,72,78,79,87,90,91,92,93,94,95,98,99,100,101,102,106,107,108,110,114,122,128,132,134,136,137,138,150,152,153,154,155,158,159,160,161,162,164,166,173,174,177,189,190,197,199,201,202],versu:166,veto:23,vf:98,vgg:[4,99,100,101,102,154],vh:[92,94],vi2:161,vi:[67,68,160,161,192,200],via:[6,7,15,18,19,20,23,28,29,30,33,34,44,45,48,53,55,62,64,67,68,69,71,79,91,104,109,111,120,122,124,125,128,132,137,138,141,143,148,157,158,160,161,162,166,167,174,177,182,188,192,199,201,202],video:111,view:[1,6,13,15,19,53,55,59,78,107,111,138,146,166,167,177,199],viewer:[19,191,201],vii:161,vim:[29,177],vio:161,violat:[39,166,177],virtual:[6,7,8,9,12,15,20,107,132,137,148,152,155,160,161],virtualaxi:137,virtualdevic:159,virtualenv:132,virtualmachin:[18,69],virtualmachineprofil:87,visibl:[8,55,161,167],vision:[0,9,18,47,56,61,62,103,109,113,142,154,168,179,180,181,183,191,201,202],visit:[7,13,15,34,35,76,78,79,107,133,143,147,152,161],visit_const:78,visit_subscript:5,visitattr:15,visitexpr:[34,35],visitexpr_:[34,35],visitor:[13,35,147,152,161,169],visual:[0,7,106,110,111,115,116,121,126,132,138,152],visual_wake_word:[106,108],visualis:107,viti:59,vitis_ai:63,vivado:174,viz:[119,138],viz_dataflow_graph:127,viz_edg:138,viz_itervar_relationship_graph:127,viz_nod:[119,138],viz_schedule_tre:127,vizedg:[119,138],vizgraph:[119,138],viznod:[119,138],vizpars:[119,138],vj:[160,161],vjo:161,vk:[160,161],vk_header_vers:158,vk_khr_16bit_storag:16,vk_khr_8bit_storag:16,vk_khr_dedicated_alloc:16,vk_khr_descriptor_update_templ:16,vk_khr_push_descriptor:16,vk_khr_shader_float16_int8:16,vk_khr_storage_buffer_storage_class:16,vkmemorydedicatedrequir:16,vko:161,vkphysicaldevice16bitstoragefeatureskhr:16,vkphysicaldevice8bitstoragefeatureskhr:16,vkphysicaldevicefeatur:16,vkphysicaldevicelimit:16,vkphysicaldeviceshaderfloat16int8featureskhr:16,vkphysicaldevicesubgroupproperti:16,vksubgroupfeatureflagbit:16,vload:161,vm:[6,87,104,106,109,110,148,152],vm_exec:69,vmap:161,vmcompil:148,vmexecutor:148,vmframe:18,vmfunction:18,vn:166,vnni:[70,71],void_arg:37,volatil:174,volunt:[21,23,194],vote:[23,27],vpi:158,vs:[15,18,25,59,111,132,161,178],vscale:161,vstore:161,vta:[14,24,40,64,66,128,130,142,169,179,180,182,187],vta_config:[173,174,177,178,182,183,185,188],vta_get_start:[187,188],vta_hw_comp_thread:177,vta_hw_path:177,vta_insn_mem_0_0:174,vta_insn_mem_0_1:174,vta_insn_mem_5_0:174,vta_insn_mem_5_1:174,vta_mem_id_inp:174,vta_mem_id_wgt:174,vta_modul:163,vta_opcode_load:174,vta_opcode_stor:174,vta_rpc:177,vta_rpc_host:[177,178,182,183,185,188],vta_rpc_port:[177,178,182,183,185,188],vtabl:34,vtaloadbuffer2d:[182,183,185,188],vtapushaluop:[183,185,188],vtapushgemmop:[182,183,185],vtastorebuffer2d:[182,183,185,188],vtauoploopbegin:[182,183,185,188],vtauoploopend:[182,183,185,188],vtcm:[159,161],vtcm_capac:159,vthread:[82,90,98,136,161],vulkan:[3,15,40,66,132,157,158,159,162,202],vulner:17,vulp:64,vw:[92,94],vww:[106,108],vww_96_int8:[106,108],vww_sample_not_person:106,vww_sample_person:106,vx:[82,98],vy:[82,98],w1:[147,160],w2:[147,160],w:[43,54,66,72,82,83,90,91,92,94,98,104,105,107,108,110,112,114,127,128,136,138,147,151,153,155,156,160,161,162,166,169,178,183],w_1:83,w_block:183,w_data:95,w_data_shap:95,w_data_tvm:95,w_end:156,w_in:156,w_indic:95,w_indices_shap:95,w_indices_tvm:95,w_indptr:95,w_indptr_shap:95,w_indptr_tvm:95,w_np:[82,83,95,98],w_share:83,w_shared_1:83,w_shared_wmma_matrix_b:83,w_shared_wmma_matrix_b_1:83,w_sp_np:95,w_start:156,w_tvm:98,wa:[1,2,3,7,9,11,12,21,24,28,32,35,46,59,63,70,78,107,111,138,144,154,161,166,167,178,182,183,185,188,191,199,201],wai:[1,6,9,12,13,14,15,21,22,23,24,25,29,34,35,37,49,53,55,57,59,60,63,65,72,75,78,83,84,88,96,110,111,117,122,123,128,132,136,137,150,160,161,164,166,169,170,172,182,183,185,188,190,191,199,200,201,202],wait:[19,21,112,137,144,145,161,190],wake:106,walk:[33,34,63,123,124,137,188,192,199],walkthrough:38,wall:[9,137],wang:[79,102,119,197],want:[1,3,5,6,8,10,12,13,15,18,19,20,26,28,29,33,34,35,40,45,55,59,60,62,64,65,66,67,68,76,78,106,107,111,117,119,120,122,123,129,131,132,136,138,139,143,147,148,150,155,158,160,161,162,169,177,178,182,188,189,190,191,192,194,196,197,199,200,201,202],wanted_relay_op:137,war:174,warm:[70,136,137,158,178],warmup:[62,90,92],warn:[45,46,48,49,63,64,67,68,69,70,79,100,109,111,127,136,152,155,159,160,161,178,195,197],warp:[83,87,136,161,195],warp_col_til:83,warp_row_til:83,warp_siz:[83,93,136,158],washington:114,wasm:138,wast:[9,201],watch:[19,22],watcho:56,watson:107,wavenet:[153,162],wb:[4,54,72,111,157,161],wb_pin_ocm:61,wc1:169,wc2:169,wc:83,we:[0,1,5,6,7,8,9,10,12,14,15,17,20,21,22,23,24,25,26,27,28,29,30,33,34,35,36,37,40,42,44,45,46,47,48,49,50,53,55,56,57,58,59,60,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,119,120,122,123,124,125,127,128,129,131,132,134,136,137,138,139,140,141,143,146,147,148,149,150,151,152,153,155,157,158,159,160,161,162,163,164,166,167,169,170,172,173,174,176,177,178,182,183,185,188,189,190,191,192,195,196,197,199,200,201,202,203],wear:22,web:[24,43,49,61,64,69,71,84,104,106,110,177,178,199],webgpu:157,webpack:177,webpag:[90,91,92,93,94,95,98,99,100,101,102,177,192],websit:[27,70,132],week:[21,22,114],wei:[79,119,154],weight1:1,weight2:1,weight:[1,18,35,43,44,48,53,56,59,61,62,64,65,66,67,68,69,70,72,78,91,92,93,94,99,100,101,102,105,107,109,110,111,114,117,118,136,138,141,143,144,147,148,149,150,151,152,153,154,155,161,162,166,167,169,173,174,178,182,183,185,203],weight_1:185,weight_bit:[153,162],weight_buf:185,weight_buf_1:185,weight_data:162,weight_indic:162,weight_indptr:162,weight_layout:[153,162],weight_nam:155,weight_nd:185,weight_np:[90,185],weight_pack:185,weight_sampl:105,weight_shap:[105,155,185],weight_t:114,weight_tvm:90,weights_fil:[44,66],weights_nam:43,weights_path:[43,44,66,111,178],weights_url:[43,44,66],welcom:[13,21,22,23,27,30,39,71,130,169,177,188],well:[1,6,7,9,12,18,19,21,28,29,33,35,39,53,59,61,63,64,76,78,87,95,99,100,101,105,106,111,123,128,132,136,137,143,147,161,162,167,169,170,174,177,178,182,188,195,199,201,203],well_form:147,weng:[76,84],went:138,were:[12,24,35,72,78,111,140,152,155,199],west:[29,104,105,108,110,112],west_cmd:28,wf:83,wget:[50,61,63,104,105,107,108,110,112,201,202],wgt_buffer:182,wgt_dtype:[182,183,185],wgt_load_nbyt:[178,182,183,185],wgt_scope:[182,183,185],wgt_width:[178,182],wh:162,what:[5,7,12,21,24,25,27,28,32,33,35,37,49,55,72,76,79,110,120,152,153,162,169,177,199,201],whatev:[111,149,202],wheel:[21,111],when:[0,1,3,5,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,22,23,24,25,26,28,30,32,33,34,35,36,37,53,55,64,66,72,78,79,84,91,92,93,94,95,99,100,101,105,106,107,110,111,114,117,122,127,131,132,134,136,137,138,139,140,141,143,145,148,149,150,151,152,153,155,157,158,159,160,161,162,164,166,167,169,170,173,174,177,178,182,183,188,190,191,192,196,199,201,202],whenev:[15,166],where:[1,3,4,7,10,11,13,14,15,19,20,21,22,23,24,28,29,30,32,33,34,35,37,53,55,57,78,82,83,84,87,90,91,92,93,94,99,100,101,106,107,108,110,111,114,125,132,134,136,137,141,143,149,150,151,152,153,154,155,158,159,160,161,162,166,167,169,170,178,189,190,191,196,199,202],wherea:[34,155,160,161,170],wherebi:174,wherev:167,whether:[2,6,7,8,9,12,16,21,32,34,35,62,63,66,106,111,128,136,137,138,139,143,144,146,147,148,149,152,153,154,155,156,157,158,159,160,161,162,166,169,170,192,197],which:[1,2,3,5,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,22,24,26,32,33,34,35,36,37,39,44,46,49,50,53,54,56,57,58,59,60,61,62,64,65,67,68,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,109,110,111,112,120,122,123,125,128,129,130,132,134,136,137,138,139,141,143,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,165,166,167,169,170,173,174,177,178,182,183,188,189,190,191,192,196,197,199,200,201,203],whichev:111,whilst:55,who:[3,5,6,13,19,21,22,23,29,129,132,161,193],whole:[1,2,6,12,28,55,56,66,78,90,91,92,93,94,95,99,100,101,136,152,153,162,166,177,189,190,199],wholli:9,whose:[1,7,8,9,15,33,34,76,84,137,143,152,155,160,161,162,166,167,170],why:[7,12,24,28,29,34,167,174],wi:[82,162],wich:136,wide:[6,9,24,35,111,157,158,166,174,182],widen:62,wider:[18,130,174,190],width:[18,69,82,83,111,123,136,138,151,153,156,161,162,170,173,182,183],wiki:161,wikipedia:161,wildcard:[149,152,166,167,203],wildcardpattern:149,willing:23,win_length:[152,162],window:[10,11,19,29,90,91,92,93,94,95,98,99,100,101,102,103,106,107,134,152,153,156,162,174,177,183,189,190],window_shap:[152,162],winograd:[14,71,134,153,161,162],winograd_condit:14,winograd_transform_matric:162,wio:162,wip:61,wisdom:13,wise:[1,7,55,125,152,160,161,162,169],wish:[55,132],with_attr:[143,161,169],with_bodi:[76,161],with_mean:152,with_minrpc:157,with_shap:49,with_suffix:107,within:[3,7,9,11,12,23,24,29,33,44,82,110,127,128,129,137,138,143,151,152,153,155,156,161,162,167,170,174,182,185,190,199,202],within_index:162,without:[7,9,10,12,13,15,18,23,24,28,29,30,32,34,35,36,39,59,62,65,70,71,90,100,102,103,105,107,111,136,137,143,145,146,152,153,155,156,158,160,161,162,166,167,170,174,177,182,188,189,190],without_attr:[143,161],withscop:152,wkh7dx2:111,wl:[37,82,98],wmma:[83,161],won:[39,63,72,111,132,136,161,182,188],wonder:28,wong:48,word:[66,67,68,72,91,92,93,94,106,138,160,178],work:[3,7,8,12,14,18,19,20,21,22,24,25,30,31,33,35,36,37,59,66,72,75,76,78,80,84,91,92,93,94,99,100,101,107,108,110,122,130,134,136,137,138,143,144,152,154,155,158,160,161,163,166,167,170,177,183,190,193,194,196,198,200,201],work_dir:144,work_on:161,work_with_microtvm:106,workaround:[36,132,136],workflow:[10,20,26,70,125,176,182,188,190,192,199,200],workflow_dispatch:20,workload:[0,6,8,14,35,39,40,53,61,67,68,72,82,91,92,93,94,98,99,100,101,102,124,136,137,141,144,154,162,168,171,177,178,183],workload_arg:[0,136],workload_func:136,workload_hash:136,workload_kei:[91,92,93,94,136],workload_metadata:0,workload_nam:144,workpac:11,workspac:[11,45,46,48,49,62,63,64,66,67,68,69,70,100,106,108,109,114,131,143,152,161,178,195,197],workspace_byte_align:161,workspace_dir:158,workspace_memory_pool:152,workspace_s:[107,108],workspace_size_byt:[11,106,109],workspacememorypool:[143,152],workspacepoolinfo:[143,152],workstat:[59,176],worktre:28,workworload:201,world:[15,21,106,111,169],worri:[13,35,164],wors:119,worst:174,worth:[1,9,24,72,98,129,169,191,199],would:[6,7,9,12,20,21,23,24,33,34,35,55,62,64,67,68,70,71,72,78,104,106,107,108,109,110,111,123,129,133,143,147,150,152,155,158,162,166,167,169,173,174,177,185,202],wouldn:111,wrap:[14,15,33,34,35,37,76,78,79,90,91,92,93,94,95,98,99,100,101,102,137,138,141,143,145,152,159,160,161,162,166,189,190,199],wrap_compute_conv2d:14,wrap_compute_dens:14,wrap_compute_my_new_op:14,wrap_compute_scanop:33,wrap_compute_topk:14,wrap_topi_schedul:[14,33],wrapp:155,wrapped_func:138,wrapper:[12,14,25,33,35,132,136,138,139,141,143,152,160,161,163,199],write:[4,5,6,8,10,11,12,13,15,19,21,23,24,25,27,28,29,32,34,35,54,66,72,75,77,78,82,83,90,96,98,102,106,122,131,136,138,143,145,152,157,160,161,164,166,167,169,170,174,177,182,183,188,189,190,191,195,200],write_bandwidth_bytes_per_cycl:143,write_buffer_index:161,write_latency_cycl:143,write_opt_sch2record_fil:102,write_transport:10,writer:[155,160,161,174],written:[9,12,13,14,24,28,34,76,99,100,101,120,123,132,136,145,161,166,167,170,177,202],wrong:[5,26,79,99,100,101,136],wrote:[19,28,33,190],wrt:[160,162],ws:83,wt:155,wu:[42,50,93,99,154],ww:[82,98],www:[29,47,49,72,152],wxh:153,x1:[72,161,167],x2:[161,166,167],x2paddl:47,x64_64:59,x86:[1,6,14,37,50,53,55,64,65,66,67,68,69,70,71,72,84,88,89,91,96,97,104,105,109,110,134,137,191,196,201],x86_64:[53,56,59,65,104,105,108,110,112,154],x86_64_aarch64:36,x:[1,2,6,12,13,15,19,20,24,25,28,33,37,42,43,45,46,48,49,58,63,66,67,68,71,72,78,82,83,84,90,91,95,98,103,107,109,117,120,122,123,124,125,128,129,132,134,136,137,138,141,143,147,149,151,152,153,154,155,156,158,159,160,161,162,164,166,167,169,173,177,178,182,183,185,188,190,192,195,199,200],x_0:162,x_1:[124,162],x_2:124,x_:[151,153,162],x_c:199,x_c_init:199,x_factor:[125,160],x_i:153,x_inn:183,x_inner:[160,199],x_inner_init:199,x_j:153,x_m:162,x_np:95,x_out:183,x_outer:[160,199],x_parent:160,x_q:143,x_tvm:95,xarg:29,xavier:[62,197],xc:199,xcl_emulation_mod:58,xcl_target:58,xclbin:58,xcode:[132,142],xcrun:138,xeon:102,xf:[29,108,177],xfail:19,xgb:[53,64,65,99,100,101,102,136,144,191],xgb_curv:[64,99,100,101,102,191],xgb_itervar:[64,99,100,101,102,191],xgb_knob:[64,99,100,101,102,191],xgb_rank:[64,99,100,101,102,191],xgb_rank_binari:[64,99,100,101,102,191],xgb_rank_binary_curv:[64,99,100,101,102,191],xgb_rank_binary_itervar:[64,99,100,101,102,191],xgb_rank_binary_knob:[64,99,100,101,102,191],xgb_rank_curv:[64,99,100,101,102,191],xgb_rank_itervar:[64,99,100,101,102,191],xgb_rank_knob:[64,99,100,101,102,191],xgbmodel:[90,94,95,136,189],xgboost:[64,98,99,100,101,132,136,137,190,191,201],xgboosttun:[98,190],xgbtuner:[64,98,99,100,101,102,137,190,191],xi:[7,82,98,123,124,125,137,190,192,199],xiangyu:154,xiaoyu:45,xilinx:[58,63,174],xilinx_path:177,xilinx_sdx:58,xilinx_unified_2020:177,xilinx_vivado:177,xla:40,xmax:156,xmin:156,xo:[7,83,123,124,125,137,190,192,199],xor:[152,161,162],xpu:36,xs:[19,162],xvf:[104,105,107,108,110,112,201],xw:162,xx:[12,82,90,92,93,94],xxx:[36,78,137],xxxentiti:137,xxxspace:137,xy:[33,152,162],xyz:[20,140],xzf:36,y:[6,11,13,25,28,33,46,72,78,82,83,91,98,104,105,108,110,112,117,120,123,127,128,129,132,136,137,138,143,147,151,152,153,155,156,158,159,160,161,162,166,167,169,182,183,190,195,199],y_0:162,y_:[151,162],y_factor:[125,160],y_inn:183,y_inner:[160,199],y_inner_init:199,y_np:95,y_out:183,y_outer:[160,199],y_parent:160,y_tvm:95,yaml:132,yan:[99,100,101,102],yao:[102,114,197],yc:199,ycbcr:46,ye:[104,106],yet:[1,4,5,7,12,18,56,132,146,152,160,164,167,170],yi:[82,98,125,128,137,190,199],yield:[12,72,111,137,152],yizhi:128,ymax:156,ymin:156,yml:20,yo:[83,125,128,137,190,199],yolo:[51,52,156],yolo_detect:[43,178],yolo_reorg:156,yolov2:43,yolov3:[43,178],yongfeng:127,you:[1,2,5,6,8,9,10,12,13,14,19,20,21,22,23,24,25,26,28,29,30,33,34,35,36,37,39,40,42,43,44,45,46,47,48,49,50,53,55,56,57,59,60,62,63,64,65,66,67,68,69,70,71,72,76,78,79,80,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,140,141,143,150,154,157,158,159,160,161,164,169,172,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],your:[4,9,10,12,13,17,19,20,21,22,23,24,25,26,28,29,30,31,33,34,36,37,39,40,46,53,55,56,57,59,62,63,64,66,67,68,70,71,72,87,90,91,92,93,94,95,99,100,101,102,103,104,107,112,113,114,117,123,125,131,132,133,134,137,150,154,158,162,169,171,172,178,182,183,185,188,189,190,191,192,193,194,195,196,197,198,199,201,202],your_kei:202,your_module_lib_path:35,your_nnpack_install_path:134,yourawesomepars:119,yourself:[22,50,84,90,91,92,93,94,95,98,99,100,101,102,110,199],yu:[84,114],yulun:114,yuwei:44,yy:[82,90,92,93,94],yyi:36,z1:[78,160,177],z2:[78,160],z:[13,42,46,78,82,83,91,98,117,128,152,153,158,160,161,162,166,167,169,195,199],zcu102:63,zcu104:63,zd:63,zephyr:[28,109,111,172],zephyr_bas:[104,105,108,110,112],zephyr_board:[28,112],zephyr_project_path:[104,105,108,110,112],zephyr_sdk_vers:[104,105,108,110,112],zephyrproject:[104,105,108,110,112],zero:[16,33,34,37,58,70,72,82,83,84,95,98,107,108,120,123,124,128,138,141,143,151,152,153,157,158,160,161,162,167,169,182,183,185,188,192,195,199,200,201],zero_point:[108,143],zeros_lik:152,zeroslik:4,zeroth:152,zh:47,zhang:[42,45,46,154],zhao:[42,50,93,99],zheng:[90,91,92,94,98,99,100,101,189,190,192,196],zhi:78,zhreshold:[42,44,46,47,66,67,68,70],zi:128,ziheng:[68,125,129,192],zimag:177,zip:[45,111,114,166],zip_fold:111,zisserman:154,ziyuan:47,zlib1g:132,zlib:132,zo:128,zone:21,zoo:[0,48,64,69,137,191,201],zxvf:63,zynq:177},titles:["Benchmark Performance Log Format","Convert Layout Pass","Debugger","Device/Target Interactions","TensorFlow Frontend","Hybrid Frontend Developer Guide","Design and Architecture","InferBound Pass","Introduction to Module Serialization","microTVM Design Document","microTVM Project API","Model Library Format","Pass Infrastructure","Introduction to Relay IR","Relay Operator Strategy","TVM Runtime System","Vulkan Runtime","Security Guide","Putting the VM in TVM: The Relay Virtual Machine","Using TVM\u2019s CI","Code Guide and Tips","Code Reviews","Committer Guide","TVM Community Guidelines","Documentation","Error Handling Guide","Git Usage Tips","Contributor Guide","Submit a Pull Request","Release Process","Debugging TVM","Developer How-To Guide","Python Target Parametrization","Adding an Operator to Relay","Adding a Compiler Pass to Relay","Bring Your Own Codegen To TVM","Setup RPC System","TVM Codebase Walkthrough by Example","Developer Tutorial","Handle TVM Errors","Frequently Asked Questions","Index","Compile CoreML Models","Compile YOLO-V2 and YOLO-V3 in DarkNet Models","Compile Keras Models","Compile OneFlow Models","Compile ONNX Models","Compile PaddlePaddle Models","Compile PyTorch Models","Compile Tensorflow Models","Compile TFLite Models","Compile Deep Learning Models","Computation times","Deploy to Adreno\u2122 GPU","Deploy to Android","Relay Arm<sup>\u00ae</sup> Compute Library Integration","Relay BNNS Integration","Deploy TVM Module using C++ API","HLS Backend Example","Deploy Models and Integrate TVM","Integrate TVM into Your Project","Marvell Machine Learning Integration","Relay TensorRT Integration","Vitis AI Integration","Deploy the Pretrained Model on Adreno\u2122","Deploy the Pretrained Model on Adreno\u2122 with tvmc Interface","Deploy the Pretrained Model on Android","Deploy the Pretrained Model on Jetson Nano","Deploy the Pretrained Model on Raspberry Pi","Compile PyTorch Object Detection Models","Deploy a Framework-prequantized Model with TVM","Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite)","Deploy a Hugging Face Pruned Model on CPU","Deploy Deep Learning Models","Computation times","Extend TVM","Writing a Customized Pass","Computation times","How to Use TVM Pass Infra","How to Use TVM Pass Instrument","How To Guides","Optimize Tensor Operators","How to optimize convolution on GPU","How to optimize convolution using TensorCores","How to optimize GEMM on CPU","Computation times","Profile Models","Getting Started With PAPI","Use AutoScheduler for Template-Free Scheduling","Computation times","Auto-scheduling a Convolution Layer for GPU","Auto-scheduling a Neural Network for ARM CPU","Auto-scheduling a Neural Network for NVIDIA GPU","Auto-scheduling a Neural Network for mali GPU","Auto-scheduling a Neural Network for x86 CPU","Auto-scheduling Sparse Matrix Multiplication on CPU with Custom Sketch Rule","Auto-Tune with Templates and AutoTVM","Computation times","Tuning High Performance Convolution on NVIDIA GPUs","Auto-tuning a Convolutional Network for ARM CPU","Auto-tuning a Convolutional Network for NVIDIA GPU","Auto-tuning a Convolutional Network for Mobile GPU","Auto-tuning a Convolutional Network for x86 CPU","Work With microTVM","3. microTVM Ahead-of-Time (AOT) Compilation","6. Model Tuning with microTVM","9. Bring microTVM to your own development environment","7. Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN","8. Creating Your MLPerfTiny Submission with microTVM","4. microTVM PyTorch Tutorial","2. microTVM TFLite Tutorial","5. Training Vision Models for microTVM on Arduino","1. microTVM CLI Tool","Computation times","Building a Graph Convolutional Network","Work With Relay","Computation times","Using External Libraries in Relay","Using Pipeline Executor in Relay","Use Relay Visualizer to Visualize Relay","External Tensor Functions","Work With Tensor Expression and Schedules","Intrinsics and Math Functions","Reduction","Scan and Recurrent Kernel","Schedule Primitives in TVM","Computation times","Use Tensor Expression Debug Display (TEDD) for Visualization","Use Tensorize to Leverage Hardware Intrinsics","Compute and Reduce with Tuple Inputs","Apache TVM Documentation","Docker Images","Install from Source","Installing TVM","NNPACK Contrib Installation","Other APIs","tvm.auto_scheduler","tvm.autotvm","tvm.contrib","tvm.driver","tvm.error","tvm.contrib.graph_executor","Python API","tvm.ir","tvm.meta_schedule","tvm.micro","tvm.runtime.ndarray","tvm.relay.analysis","tvm.relay.backend","tvm.relay.dataflow_pattern","tvm.relay.frontend","tvm.relay.image","tvm.relay","tvm.relay.nn","tvm.relay.testing","tvm.relay.transform","tvm.relay.vision","tvm.rpc","tvm.runtime","tvm.target","tvm.te","tvm.tir","tvm.topi","vta","Hybrid Frontend Language Reference","Language Reference","Algebraic Data Types in Relay","Expressions in Relay","Relay Core Tensor Operators","Pattern Matching in Relay","Relay\u2019s Type System","Publications","microTVM: TVM on bare-metal","VTA Configuration","VTA Hardware Guide","VTA Design and Developer Guide","VTA: Versatile Tensor Accelerator","VTA Installation Guide","Deploy Pretrained Vision Detection Model from Darknet on VTA","Compile Deep Learning Models","Computation times","VTA Tutorials","Simple Matrix Multiply","2D Convolution Optimization","Optimize Tensor Operators","Matrix Multiply Blocking","Computation times","Computation times","Get Started with VTA","Optimizing Operators with Auto-scheduling","Optimizing Operators with Schedule Templates and AutoTVM","Compiling and Optimizing a Model with the Python Interface (AutoTVM)","Cross Compilation and RPC","User Tutorial","Installing TVM","Introduction to TOPI","Introduction","Quick Start Tutorial for Compiling Deep Learning Models","Computation times","Working with Operators Using Tensor Expression","Blitz Course to TensorIR","Compiling and Optimizing a Model with TVMC","Getting Starting using TVMC Python: a high-level API for TVM","Making your Hardware Accelerator TVM-ready with UMA"],titleterms:{"0":[56,69,202],"1":[1,2,7,33,36,56,61,98,112,199,202],"18":62,"2":[1,2,7,33,36,61,98,110,190,199,202],"2d":[123,183],"3":[1,7,33,36,61,71,104,199,202],"4":[1,7,33,61,109,199],"5":[33,61,111,199,202],"6":[33,105,199],"7":[33,107],"8":[33,108],"9":[69,106],"class":79,"default":[182,188,199],"do":[18,39,69],"export":[4,8,11,108],"final":[189,190,191,199,201],"function":[12,13,14,114,118,120,122,167,169,170,182,188,199,202],"goto":18,"import":[4,43,45,48,49,69,71,104,105,106,108,110,202],"new":[14,19,40,55,62],"public":[22,171],"while":87,A:[14,177,190],Be:21,For:[19,111],If:[18,167,169],One:[169,199],The:[9,12,18,24,34,36,67,68,201],Then:167,To:[31,35,80],Tos:[24,59],With:[79,87,103,111,115,121,191],aarch64:59,about:[10,11,21,53],acceler:[176,203],accuraci:[71,111,114],acl:55,across:7,ad:[19,33,34,55,62,201],add:[37,40,106,122],addit:[21,59,107,177,188,199,202],adreno:[53,64,65],adt:[166,167,170],advanc:[53,177,190],after:26,ahead:[9,104],ai:63,algebra:[166,170],algorithm:[82,83,191,201],all:[7,72],alloc:164,allocadt:18,allocclosur:18,allocstorag:18,alloctensor:18,alloctensorreg:18,altern:169,alu:188,alveo:63,an:[7,14,25,33,39,78,79,93,111,166,169,178,191,196,200,201],analysi:[147,161],android:[54,66],angstrom:177,announc:29,anoth:24,aot:104,apach:130,api:[10,21,33,57,61,135,142,163,190,199,202],appli:[26,78,79],applic:[53,107,169],approv:21,architectur:[6,24,36,59,130,174],archiv:22,arduino:111,arith:6,ariti:33,arm:[55,91,99,107],around:119,arrai:[60,84,164,199],ask:40,assert:164,ast:34,attach:7,attribut:[5,33,164,169],auto:[90,91,92,93,94,95,96,99,100,101,102,189,190],auto_schedul:136,autom:9,automat:[53,201],autoschedul:[88,202],autotun:[9,64,65,105],autotvm:[6,96,137,190,191],backend:[5,12,40,53,58,114,117,148,164,197],background:[1,9],bare:[107,172],base:[6,177],baselin:[84,199],basic:[190,191,195],batchwis:129,begin:[92,94,99,100,101,190],benchmark:0,best:4,between:10,bia:127,binari:[9,194],bind:[13,125,164,167],bitstream:177,blitz:200,block:[82,84,183,185,199],bnn:56,board:[108,111,177],boot:177,box:69,branch:26,bring:[35,106],broad:22,broken:19,buffer:[182,188],build:[7,9,13,21,45,48,49,54,55,56,59,61,62,67,68,87,104,107,108,109,112,114,117,118,124,132,134,177,178,192,200],built:12,c:[12,20,24,25,28,33,35,57,60,132],cach:[84,199],call:[29,33,122,167,169,170],can:[11,18,36,118],candid:29,capabl:16,card:177,carefulli:21,cast:[5,182,188],categori:178,caus:36,cbla:138,cc:138,cell:124,certain:18,cfg:190,chang:21,check:[90,166,189],cherri:29,chisel:177,chocol:203,choos:[25,43,111],ci:[19,28,32],clang:138,cleaner:33,cli:112,clone:61,closur:167,cloudpickl:36,cmsi:[107,108],code:[3,18,20,21,35,72,107,110,111,199],codebas:37,codegen:[11,35],codegenc:35,collabor:[22,129],collect:191,combin:26,come:39,command:61,commandlin:53,commit:[26,28],committ:[22,23],common:166,commun:[10,21,22,23,203],commut:123,compar:[70,191,199,201],comparison:71,compil:[5,6,15,18,34,36,42,43,44,45,46,47,48,49,50,51,59,61,62,63,64,65,66,67,68,69,70,71,92,94,104,107,108,109,110,111,112,114,163,164,177,179,181,182,183,185,188,191,192,197,199,201,202],complex:202,compon:[6,177],comput:[2,13,33,52,55,74,77,83,85,89,90,95,97,113,116,126,129,174,180,182,183,185,186,187,188,198,199],compute_at:[7,125],compute_inlin:125,compute_root:125,concis:21,conclus:117,conda:132,condit:[134,164],config:11,configur:[9,64,65,72,102,105,173,177],conflict:26,consensu:21,consequ:26,consid:21,consider:[17,24],consist:21,consolid:7,constant:[4,20,34,167],constantcheck:34,constantfold:34,constraint:170,construct:[12,167],constructor:[35,167],consum:7,contain:[32,61],content:[9,32,196],contrib:[120,132,134,138,141],contributor:[19,27],control:167,convert:[1,4,64,70,72],convolut:[82,83,90,98,99,100,101,102,114,117,123,127,183,195],cooper:82,copi:[183,185,188],core:168,coreml:42,correct:[90,182,188,189,191,201],cortex:107,cours:200,cpu:[72,84,91,94,95,99,102,107,192,199],creat:[33,78,79,90,95,102,104,107,108,109,112,117,118,189,199,200],createcsourcemodul:35,cross:[36,59,123,192],csourcecodegen:35,cubla:138,cuda:[82,83,117],cudnn:[40,117],current:[12,79,107],custom:[35,76,79,95,119,177,189],cut:29,cutlass:118,darknet:[43,178],data:[4,6,21,56,111,114,166,170,182,191,201],dataflow:[167,174],dataflow_pattern:149,dataset:[111,114],de10:177,deal:19,debug:[2,19,30,78,127],debugg:2,decis:23,declar:[122,182,183,185,188,192],decod:49,decor:78,deep:[51,73,179,181,197],defin:[33,60,83,90,91,92,93,94,95,98,99,100,101,102,104,105,108,109,110,114,119,123,127,128,166,178,189,191,197,201],define_split:190,definit:[3,10,170],deliber:21,demo:107,dens:[72,95],depend:[21,98,99,100,101,104,105,106,107,108,109,110,112,132,178,190],deploi:[36,53,54,56,57,59,62,64,65,66,67,68,70,71,72,73,178],deploy:[15,59,177],describ:[123,129,199],descript:11,deseri:8,design:[1,6,9,12,14,18,169,175],desir:111,detail:[15,24],detect:[69,178],develop:[5,23,31,38,53,106,130,132,175],devic:[3,36,59,66,67,68,91,93,99,100,101,111,192,202],deviceapi:3,dgl:114,diamond:169,differ:199,dimens:4,dir:111,direct:122,directori:[11,107],discuss:[6,172],disk:10,dispatch:18,displai:[46,50,127],dlpack:[60,138],dma:[182,183,185,188],docker:[19,28,32,61,131],document:[9,21,24,130],domin:169,download:[43,49,50,69,71,72,111,178,191],driven:9,driver:139,dsl:40,dtype:169,due:19,dump:2,dynam:[18,57],e2:71,els:167,emcc:138,emit:35,emul:[5,58,164],enabl:[64,132],encount:39,enhanc:53,environ:[16,28,53,66,106,132,177],error:[25,39,140],etho:107,evalu:[90,91,92,93,94,106,114,189,199],everyth:199,exampl:[6,8,34,37,55,56,58,78,79,169,170,174,195,199,202],examplejsoncodegen:35,except:79,exchang:2,execut:[6,9,18,42,43,44,45,46,47,48,49,50,56,66,104,109,174,178,191],executor:[9,11,108,109,118,178],expand:174,expect:111,explan:190,explicit:4,explicitli:21,expos:33,express:[20,34,121,127,164,166,167,169,199],extend:75,extern:[117,120,122],extract:[50,71,91,92,93,94,105,107],face:72,factor:[21,123],failur:19,fatal:18,featur:[5,16,164],fetch:[82,174],figur:24,file:[32,43,49,50,71,90,106,108,189],fine:111,firmwar:9,first:22,flaki:19,flash:[104,109,112,177],flow:[6,9,61],fold:34,forc:26,format:[0,2,8,11,106,108,112,191,199,201],four:24,fpga:[177,188],fragment:167,framework:[70,71],free:88,frequent:40,from:[7,10,14,21,39,69,70,132,178,194,201],front:178,frontend:[4,5,6,12,70,150,164],fuse:[125,195],futur:9,fuzzi:169,galleri:24,gcn:114,gemm:84,gemv:128,gencfunc:35,gener:[3,23,35,53,82,83,106,107,108,110,111,123,177,195,197,199],get:[57,64,69,71,87,107,114,130,132,172,188,202],getfield:18,getfunct:35,gettag:18,git:26,github:132,global:[167,170],globalvar:119,glue:76,goal:9,golden:114,gpg:29,gpu:[53,82,90,92,93,98,100,101,111,199,200],gradient:33,graph:[2,7,13,43,45,48,49,56,67,68,69,72,114,119,127,167,169,178],graph_executor:[118,141],graphconv:114,green:19,gui:177,guid:[5,17,20,22,24,25,27,31,80,130,174,175,177],guidelin:[23,28],handl:[18,20,25,39,79],hardwar:[40,128,163,172,174,177,197,203],header:108,help:172,helper:10,heterogen:[9,18],hierarchi:82,high:[98,202],hl:[58,174,177],hood:8,hook:[33,120],host:9,how:[2,10,18,24,25,26,31,40,59,78,79,80,82,83,84,172],hug:72,hybrid:[5,160,164,165],hyper:7,i:39,id:106,illustr:178,imag:[19,24,42,43,44,45,46,47,48,49,50,64,69,71,106,107,131,151,162,178,191],imagenet:107,implement:[10,14,15,21,35,78,166],implic:13,improv:189,includ:33,incomplet:170,independ:22,index:41,infer:[4,49,63,64,69,71,178],inferbound:7,inferrootbound:7,inform:[15,163],infra:78,infrastructur:12,initi:[7,118],input:[7,35,56,107,108,129,188,201,203],insid:111,inspect:[53,110,189],instal:[40,55,62,87,98,99,100,101,104,105,106,107,108,109,110,111,112,132,133,134,177,178,190,194],instruct:[18,63,174],instrument:[12,79,143],integ:20,integr:[53,55,56,59,60,61,62,63],intel:177,interact:3,interest:119,interfac:[53,65,191],intrins:[5,83,122,128,164,183,185],introduct:[8,13,53,55,56,61,62,83,165,195,196],introductori:24,intset:7,invok:18,invokeclosur:18,invokepack:18,ir:[6,13,40,76,119,143],irmodul:200,issu:[17,19],itervar:7,jenkin:19,jetson:67,jit:18,k:26,keep:19,kei:[6,29],kera:[44,65,66],kernel:[82,83,124,192],keyword:164,label:[70,107],lack:36,lambda:199,languag:[164,165,169],larger:69,latest:26,launch:[36,177],layer:[90,114,117],layout:[1,4,10,11,56,182],leaf_iter_var:7,learn:[6,21,51,61,73,111,179,181,197],leav:7,lesson:21,let:[13,167,169],level:[12,202],leverag:128,libdnn:40,librari:[11,55,57,59,106,108,112,117,132,197,199],limit:[7,16],line:61,linker:107,linux:177,list:170,literatur:176,llvm:61,load:[42,43,44,45,46,47,48,50,64,65,66,69,70,71,72,109,111,114,118,174,188,191,197,199,202],loadconst:18,loadconsti:18,loadfrombinari:35,local:[28,32,167,192],locat:24,log:[0,19],logic:6,look:[42,44,45,47,48,109],loop:[5,18,84,164,199],lower:[76,83,122,183,185],luanch:36,m55:107,machin:[18,36,61,192],main:[26,29],maintain:19,make:[65,107,203],mali:93,manag:[22,34],manual:[53,78,199],marvel:61,maskrcnn:69,match:[166,167,169],math:[5,122,164],matmul:128,matrix:[95,128,182,185,189,190,199],measur:[9,70,71,100,137],memori:[9,11,82,83],merg:19,messag:28,meta_schedul:144,metadata:11,metal:[107,172],micro:[112,145],microarchitectur:174,microtvm:[6,9,10,103,104,105,106,108,109,110,111,112,172],might:13,minim:21,miopen:138,mlf:106,mlperftini:108,mobil:101,mobilenet:[56,70],model:[4,9,11,42,43,44,45,46,47,48,49,50,51,54,59,61,63,64,65,66,67,68,69,70,71,72,73,86,104,105,106,107,108,109,111,112,114,118,178,179,181,191,196,197,201,202],modifi:[18,111],modul:[8,12,13,15,57,64,70,72,119,167,174,188,197,199,201],monitor:19,more:[55,190,202],most:26,motiv:[1,7,111],mrvl:61,multi:124,multipl:[13,26,79,95,100,119,124,128,182,189,190,199],multipli:[182,185],mutat:34,mxnet:[70,138],name:[42,44,45,47,48,109],nano:[67,177],ndarrai:146,ndk:138,necessari:71,need:[13,114],net:166,network:[20,91,92,93,94,99,100,101,102,111,114,117,118,197],neural:[91,92,93,94,166,197],next:111,ninja:134,nn:[107,108,153,162],nnpack:[134,138],node:[4,6,33,169],non:169,none:4,note:[29,46,189,190,199],npu:107,numpi:[36,195],nvcc:138,nvidia:[92,98,100],object:[12,15,18,69],obtain:[107,112,177,178,201],offload:[56,64],one:26,oneflow:45,onli:26,onnx:[46,61,191,201],op:[4,14,95,169],opencl:[53,192,199],openclml:[53,64],oper:[9,14,33,35,55,56,62,81,123,129,167,168,181,184,188,189,190,195,199],optim:[18,59,78,81,82,83,84,181,183,184,189,190,191,196,199,201],option:[61,91,99,100,101,169,177,199,202],organ:174,other:[21,33,40,59,91,92,93,94,135,191],our:111,output:[2,49,66,70,72,99,100,101,102,108,110,191,201],overload:195,overrid:12,overview:[0,1,9,37,164,168,173,174,196,197],own:[35,106,122],pack:[36,84,199],packag:[132,177,194,202],packedfunc:15,paddlepaddl:47,papi:87,parallel:[84,123,199],paramet:[11,114,170,173,188,189,190,191],parametr:32,parser:119,part:[9,71],particip:21,partit:[56,62,169],pass:[1,7,12,34,76,78,79],passcontext:[12,79],passdowndomain:7,passupdomain:7,patch:29,path:[7,18],pattern:[166,169],perform:[0,9,64,70,71,90,98,178,189,191,199],permut:[84,199],phase:7,pi:68,pick:29,pickle_memo:138,pipelin:[118,174],pipelinemodul:118,placehold:188,plan:9,platform:[9,178],plotter:119,polymorph:[166,167],portabl:[45,48,49],post:[29,169,201],postprocess:191,practic:4,pre:[67,68,69,107,109,118,201],precis:[53,64],predict:64,prepar:[4,29,64,67,68,82,83,84,108,114,199],preprocess:191,prequant:[70,71],prerequisit:[76,111],pretrain:[42,44,45,46,47,48,50,64,65,66,67,68,70,71,178],previou:26,primit:[125,199],principl:22,procedur:19,process:[23,29,49,69,107,201,202],profil:[86,87],program:[78,79,105,188,200],project:[10,22,40,60,104,106,108,109,111,112,167],propag:7,proxi:36,prune:72,pull:[22,28],push:26,put:[18,114],pynq:177,python:[10,12,20,24,28,32,33,53,60,61,78,104,105,106,107,108,109,110,112,120,132,142,177,191,202],pytorch:[48,64,69,70,109,114],qnn:70,qualiti:21,quantiz:[70,71,111],quartu:177,question:[18,40],quick:[76,197],r:107,rais:25,random:138,raspberri:68,read:21,readi:[70,203],real:71,recent:26,recommend:[21,28,202],record:[90,137,189],recov:26,recurr:124,recurs:166,reduc:[128,129],reduct:[123,129],refer:[24,130,164,165,203],regist:[14,34,35,66,91,93,99,101],registr:12,relai:[6,13,14,18,33,34,42,43,44,45,46,47,48,49,50,55,56,62,64,66,69,70,72,78,79,114,115,117,118,119,147,148,149,150,151,152,153,154,155,156,165,166,167,168,169,170,191,197],relat:[33,40,167,170],relay_viz:138,releas:29,relu:127,remark:[191,201],remot:[15,64,66,67,68,178,192,202],remov:4,render:[119,127],reorder:125,repo:61,report:[17,19],represent:[18,35],reproduc:19,request:[21,22,28,203],requir:[43,49,63,72,177],reset:26,resnet50:[47,65],resnet:[62,201],resolv:26,resourc:20,respect:21,result:[46,50,111,114,117,120,182,188,202],ret:18,review:[21,23],rewrit:169,risc:59,rocbla:138,rocm:[132,138],root:7,rotat:19,row:123,rpc:[36,53,64,66,67,68,91,93,99,101,157,163,177,182,183,185,192],rule:[95,122],run:[32,35,58,63,64,65,70,72,90,95,105,107,112,114,117,118,182,188,189,192,197,200,201,202],runtim:[6,9,15,16,35,36,43,54,57,59,62,67,68,108,109,146,158,191,192,199,201],s:[7,19,40,61,111,170],safeti:199,sampl:[2,66,72,99,100,101,102,106],save:[45,188,197,199,202],savetobinari:35,scale:100,scan:124,schedul:[9,83,88,90,91,92,93,94,95,121,123,124,125,127,128,129,182,183,185,188,189,190,195,199],scope:[13,83,182,188],score:69,script:[107,111,165],sd:177,search:[6,90,91,92,93,94,95,98,189,191,201],secur:[6,17,40],select:14,sequenc:78,sequenti:[12,78],serial:[8,18],server:[10,36,64,67,68,177,192],set:[18,62,67,68,72,91,99,100,101,102,114,174,189,191,192],setup:[36,53,58,63,66,177,182,183,185],shape:[4,18,169],share:132,shepherd:22,should:39,side:177,simpl:[117,118,182],simul:[61,177],simultan:19,sketch:95,skip:19,softwar:[5,164],sourc:[53,131,132,174,194],space:[6,98],spars:[72,95,138,162],special:[24,95,199],specif:[15,16,25,61],sphinx:24,spir:16,spirv:138,split:[82,118,125],src:11,stack:[15,18],stage:[19,124],standalon:9,standard:8,start:[61,66,87,91,93,99,101,130,172,188,197,202],state:[18,124],statement:164,statist:64,step:[95,98,111,177,190,202],stmt_functor:161,storag:[0,199],store:174,strategi:[14,23,33],strawberri:203,structur:[6,21,37],style:[20,195],sub:11,subgraph:118,submiss:108,submit:28,suggest:36,sum:123,summari:[6,11,32,35,78,83,84,111,119,120,122,123,124,125,127,128,129,182,183,185,188,189,190,192,195,199],support:[4,6,13,18,55,56,60,61,62,132,134,172,197,201],synset:[42,44,45,47,48,109],syntax:[61,167],synthesi:58,system:[15,36,57,63,170],t:36,tabl:9,tag:19,tar:[108,138],target:[3,6,9,14,32,54,59,61,64,104,105,108,109,110,112,118,159,178,189,191,199,201],task:[90,91,92,93,94,95,102,105,137,189],te:[6,160,190,199],technic:24,tedd:127,tempexpr:167,templat:[88,96,190],tensor:[2,7,81,83,102,120,121,127,128,168,170,176,181,182,184,199],tensorcor:83,tensorflow:[4,49],tensorir:200,tensorrt:62,termin:[119,202],test:[20,28,32,33,42,43,44,45,46,47,48,50,64,69,71,111,114,132,154,177,191],tflite:[50,70,71,104,106,110,112],than:69,thi:[108,118],thread:[82,123,164,183,199],through:[98,199],tile:125,time:[9,22,52,74,77,85,89,97,104,105,113,116,126,180,186,187,198],tini:112,tip:[20,26,91,92,93,94],tir:[6,161],tm:107,togeth:114,too:118,tool:[53,112],toolchain:177,topi:[6,162,195],topic:[33,130],torchvis:[69,70],trace:[69,70],tracker:[36,66,91,93,99,101],train:[67,68,69,109,111,118],transfer:[111,182,183,185,188],transform:[6,13,72,76,143,155,161,200],translat:6,travers:34,troubleshoot:36,trust:21,tune:[59,91,92,93,94,96,98,99,100,101,102,105,111,164,190,191,201,202],tuner:[137,190],tupl:[129,167,170],tutori:[24,38,49,109,110,181,193,197],tvm:[6,9,10,15,18,19,23,24,29,30,35,36,37,39,40,42,43,44,45,46,47,48,49,50,53,54,56,57,59,60,61,62,64,66,67,68,70,71,75,78,79,87,107,111,114,125,130,132,133,134,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,172,182,183,185,188,190,191,192,194,196,197,201,202,203],tvmc:[10,61,65,112,201,202],two:[118,169],type:[24,25,33,119,166,167,169,170],typic:9,u55:107,uma:203,under:8,unifi:122,unit:[32,33],unneed:4,unresolv:18,untun:[105,191,201],up:[33,42,44,45,47,48,67,68,100,109,114,192],updat:[19,29,128,199],upload:[29,111],us:[2,9,10,19,57,61,70,78,79,83,87,88,90,100,107,108,111,112,117,118,119,120,127,128,166,177,189,190,199,201,202],usag:[1,11,26,53,55],user:[60,130,193],util:[50,71,138,163],v2:[43,56,70],v3:43,v:[16,59],valid:[36,111],vanilla:203,variabl:[5,16,35,164,167,169,170],vck190:63,vck5000:63,vector:[37,84,188,199],verif:[118,183,185],verifi:[114,117,120,124,182,188],versal:63,versatil:176,version:29,via:123,view:76,virtual:[18,82,183],vision:[111,156,178],visitor:[34,76],visual:[108,119,127],viti:63,vivado:177,vlog:30,vm:[18,69],vote:29,vs:57,vta:[163,173,174,175,176,177,178,181,183,185,188],vulkan:16,wake:108,walkthrough:37,we:[13,18],websit:29,what:[11,26,39,111],when:39,where:39,why:13,wildcard:169,window:132,word:108,work:[9,103,111,115,121,172,191,199],workload:95,wrapper:120,write:[9,14,20,33,76,84,95,107,111,199],x86:[94,102],x86_64:61,xcode:138,xilinx:177,yolo:[43,178],your:[35,60,106,108,122,177,203],zephyr:[104,105,108,110,112],zip:[50,71],zynq:63}})
\ No newline at end of file
+Search.setIndex({docnames:["arch/benchmark","arch/convert_layout","arch/debugger","arch/device_target_interactions","arch/frontend/tensorflow","arch/hybrid_script","arch/index","arch/inferbound","arch/introduction_to_module_serialization","arch/microtvm_design","arch/microtvm_project_api","arch/model_library_format","arch/pass_infra","arch/relay_intro","arch/relay_op_strategy","arch/runtime","arch/runtimes/vulkan","arch/security","arch/virtual_machine","contribute/ci","contribute/code_guide","contribute/code_review","contribute/committer_guide","contribute/community","contribute/document","contribute/error_handling","contribute/git_howto","contribute/index","contribute/pull_request","contribute/release_process","dev/how_to/debugging_tvm","dev/how_to/how_to","dev/how_to/pytest_target_parametrization","dev/how_to/relay_add_op","dev/how_to/relay_add_pass","dev/how_to/relay_bring_your_own_codegen","dev/how_to/setup_rpc_system","dev/tutorial/codebase_walkthrough","dev/tutorial/index","errors","faq","genindex","how_to/compile_models/from_coreml","how_to/compile_models/from_darknet","how_to/compile_models/from_keras","how_to/compile_models/from_oneflow","how_to/compile_models/from_onnx","how_to/compile_models/from_paddle","how_to/compile_models/from_pytorch","how_to/compile_models/from_tensorflow","how_to/compile_models/from_tflite","how_to/compile_models/index","how_to/compile_models/sg_execution_times","how_to/deploy/adreno","how_to/deploy/android","how_to/deploy/arm_compute_lib","how_to/deploy/bnns","how_to/deploy/cpp_deploy","how_to/deploy/hls","how_to/deploy/index","how_to/deploy/integrate","how_to/deploy/mrvl","how_to/deploy/tensorrt","how_to/deploy/vitis_ai","how_to/deploy_models/deploy_model_on_adreno","how_to/deploy_models/deploy_model_on_adreno_tvmc","how_to/deploy_models/deploy_model_on_android","how_to/deploy_models/deploy_model_on_nano","how_to/deploy_models/deploy_model_on_rasp","how_to/deploy_models/deploy_object_detection_pytorch","how_to/deploy_models/deploy_prequantized","how_to/deploy_models/deploy_prequantized_tflite","how_to/deploy_models/deploy_sparse","how_to/deploy_models/index","how_to/deploy_models/sg_execution_times","how_to/extend_tvm/index","how_to/extend_tvm/low_level_custom_pass","how_to/extend_tvm/sg_execution_times","how_to/extend_tvm/use_pass_infra","how_to/extend_tvm/use_pass_instrument","how_to/index","how_to/optimize_operators/index","how_to/optimize_operators/opt_conv_cuda","how_to/optimize_operators/opt_conv_tensorcore","how_to/optimize_operators/opt_gemm","how_to/optimize_operators/sg_execution_times","how_to/profile/index","how_to/profile/papi","how_to/tune_with_autoscheduler/index","how_to/tune_with_autoscheduler/sg_execution_times","how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda","how_to/tune_with_autoscheduler/tune_network_arm","how_to/tune_with_autoscheduler/tune_network_cuda","how_to/tune_with_autoscheduler/tune_network_mali","how_to/tune_with_autoscheduler/tune_network_x86","how_to/tune_with_autoscheduler/tune_sparse_x86","how_to/tune_with_autotvm/index","how_to/tune_with_autotvm/sg_execution_times","how_to/tune_with_autotvm/tune_conv2d_cuda","how_to/tune_with_autotvm/tune_relay_arm","how_to/tune_with_autotvm/tune_relay_cuda","how_to/tune_with_autotvm/tune_relay_mobile_gpu","how_to/tune_with_autotvm/tune_relay_x86","how_to/work_with_microtvm/index","how_to/work_with_microtvm/micro_aot","how_to/work_with_microtvm/micro_autotune","how_to/work_with_microtvm/micro_custom_ide","how_to/work_with_microtvm/micro_ethosu","how_to/work_with_microtvm/micro_mlperftiny","how_to/work_with_microtvm/micro_pytorch","how_to/work_with_microtvm/micro_tflite","how_to/work_with_microtvm/micro_train","how_to/work_with_microtvm/micro_tvmc","how_to/work_with_microtvm/sg_execution_times","how_to/work_with_relay/build_gcn","how_to/work_with_relay/index","how_to/work_with_relay/sg_execution_times","how_to/work_with_relay/using_external_lib","how_to/work_with_relay/using_pipeline_executor","how_to/work_with_relay/using_relay_viz","how_to/work_with_schedules/extern_op","how_to/work_with_schedules/index","how_to/work_with_schedules/intrin_math","how_to/work_with_schedules/reduction","how_to/work_with_schedules/scan","how_to/work_with_schedules/schedule_primitives","how_to/work_with_schedules/sg_execution_times","how_to/work_with_schedules/tedd","how_to/work_with_schedules/tensorize","how_to/work_with_schedules/tuple_inputs","index","install/docker","install/from_source","install/index","install/nnpack","reference/api/links","reference/api/python/auto_scheduler","reference/api/python/autotvm","reference/api/python/contrib","reference/api/python/driver","reference/api/python/error","reference/api/python/graph_executor","reference/api/python/index","reference/api/python/ir","reference/api/python/meta_schedule","reference/api/python/micro","reference/api/python/ndarray","reference/api/python/relay/analysis","reference/api/python/relay/backend","reference/api/python/relay/dataflow_pattern","reference/api/python/relay/frontend","reference/api/python/relay/image","reference/api/python/relay/index","reference/api/python/relay/nn","reference/api/python/relay/testing","reference/api/python/relay/transform","reference/api/python/relay/vision","reference/api/python/rpc","reference/api/python/runtime","reference/api/python/target","reference/api/python/te","reference/api/python/tir","reference/api/python/topi","reference/api/python/vta/index","reference/langref/hybrid_script","reference/langref/index","reference/langref/relay_adt","reference/langref/relay_expr","reference/langref/relay_op","reference/langref/relay_pattern","reference/langref/relay_type","reference/publications","topic/microtvm/index","topic/vta/dev/config","topic/vta/dev/hardware","topic/vta/dev/index","topic/vta/index","topic/vta/install","topic/vta/tutorials/frontend/deploy_detection","topic/vta/tutorials/frontend/index","topic/vta/tutorials/frontend/sg_execution_times","topic/vta/tutorials/index","topic/vta/tutorials/matrix_multiply","topic/vta/tutorials/optimize/convolution_opt","topic/vta/tutorials/optimize/index","topic/vta/tutorials/optimize/matrix_multiply_opt","topic/vta/tutorials/optimize/sg_execution_times","topic/vta/tutorials/sg_execution_times","topic/vta/tutorials/vta_get_started","tutorial/auto_scheduler_matmul_x86","tutorial/autotvm_matmul_x86","tutorial/autotvm_relay_x86","tutorial/cross_compilation_and_rpc","tutorial/index","tutorial/install","tutorial/intro_topi","tutorial/introduction","tutorial/relay_quick_start","tutorial/sg_execution_times","tutorial/tensor_expr_get_started","tutorial/tensor_ir_blitz_course","tutorial/tvmc_command_line_driver","tutorial/tvmc_python","tutorial/uma"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["arch/benchmark.rst","arch/convert_layout.rst","arch/debugger.rst","arch/device_target_interactions.rst","arch/frontend/tensorflow.rst","arch/hybrid_script.rst","arch/index.rst","arch/inferbound.rst","arch/introduction_to_module_serialization.rst","arch/microtvm_design.rst","arch/microtvm_project_api.rst","arch/model_library_format.rst","arch/pass_infra.rst","arch/relay_intro.rst","arch/relay_op_strategy.rst","arch/runtime.rst","arch/runtimes/vulkan.rst","arch/security.rst","arch/virtual_machine.rst","contribute/ci.rst","contribute/code_guide.rst","contribute/code_review.rst","contribute/committer_guide.rst","contribute/community.rst","contribute/document.rst","contribute/error_handling.rst","contribute/git_howto.rst","contribute/index.rst","contribute/pull_request.rst","contribute/release_process.rst","dev/how_to/debugging_tvm.rst","dev/how_to/how_to.rst","dev/how_to/pytest_target_parametrization.rst","dev/how_to/relay_add_op.rst","dev/how_to/relay_add_pass.rst","dev/how_to/relay_bring_your_own_codegen.rst","dev/how_to/setup_rpc_system.rst","dev/tutorial/codebase_walkthrough.rst","dev/tutorial/index.rst","errors.rst","faq.rst","genindex.rst","how_to/compile_models/from_coreml.rst","how_to/compile_models/from_darknet.rst","how_to/compile_models/from_keras.rst","how_to/compile_models/from_oneflow.rst","how_to/compile_models/from_onnx.rst","how_to/compile_models/from_paddle.rst","how_to/compile_models/from_pytorch.rst","how_to/compile_models/from_tensorflow.rst","how_to/compile_models/from_tflite.rst","how_to/compile_models/index.rst","how_to/compile_models/sg_execution_times.rst","how_to/deploy/adreno.rst","how_to/deploy/android.rst","how_to/deploy/arm_compute_lib.rst","how_to/deploy/bnns.rst","how_to/deploy/cpp_deploy.rst","how_to/deploy/hls.rst","how_to/deploy/index.rst","how_to/deploy/integrate.rst","how_to/deploy/mrvl.rst","how_to/deploy/tensorrt.rst","how_to/deploy/vitis_ai.rst","how_to/deploy_models/deploy_model_on_adreno.rst","how_to/deploy_models/deploy_model_on_adreno_tvmc.rst","how_to/deploy_models/deploy_model_on_android.rst","how_to/deploy_models/deploy_model_on_nano.rst","how_to/deploy_models/deploy_model_on_rasp.rst","how_to/deploy_models/deploy_object_detection_pytorch.rst","how_to/deploy_models/deploy_prequantized.rst","how_to/deploy_models/deploy_prequantized_tflite.rst","how_to/deploy_models/deploy_sparse.rst","how_to/deploy_models/index.rst","how_to/deploy_models/sg_execution_times.rst","how_to/extend_tvm/index.rst","how_to/extend_tvm/low_level_custom_pass.rst","how_to/extend_tvm/sg_execution_times.rst","how_to/extend_tvm/use_pass_infra.rst","how_to/extend_tvm/use_pass_instrument.rst","how_to/index.rst","how_to/optimize_operators/index.rst","how_to/optimize_operators/opt_conv_cuda.rst","how_to/optimize_operators/opt_conv_tensorcore.rst","how_to/optimize_operators/opt_gemm.rst","how_to/optimize_operators/sg_execution_times.rst","how_to/profile/index.rst","how_to/profile/papi.rst","how_to/tune_with_autoscheduler/index.rst","how_to/tune_with_autoscheduler/sg_execution_times.rst","how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst","how_to/tune_with_autoscheduler/tune_network_arm.rst","how_to/tune_with_autoscheduler/tune_network_cuda.rst","how_to/tune_with_autoscheduler/tune_network_mali.rst","how_to/tune_with_autoscheduler/tune_network_x86.rst","how_to/tune_with_autoscheduler/tune_sparse_x86.rst","how_to/tune_with_autotvm/index.rst","how_to/tune_with_autotvm/sg_execution_times.rst","how_to/tune_with_autotvm/tune_conv2d_cuda.rst","how_to/tune_with_autotvm/tune_relay_arm.rst","how_to/tune_with_autotvm/tune_relay_cuda.rst","how_to/tune_with_autotvm/tune_relay_mobile_gpu.rst","how_to/tune_with_autotvm/tune_relay_x86.rst","how_to/work_with_microtvm/index.rst","how_to/work_with_microtvm/micro_aot.rst","how_to/work_with_microtvm/micro_autotune.rst","how_to/work_with_microtvm/micro_custom_ide.rst","how_to/work_with_microtvm/micro_ethosu.rst","how_to/work_with_microtvm/micro_mlperftiny.rst","how_to/work_with_microtvm/micro_pytorch.rst","how_to/work_with_microtvm/micro_tflite.rst","how_to/work_with_microtvm/micro_train.rst","how_to/work_with_microtvm/micro_tvmc.rst","how_to/work_with_microtvm/sg_execution_times.rst","how_to/work_with_relay/build_gcn.rst","how_to/work_with_relay/index.rst","how_to/work_with_relay/sg_execution_times.rst","how_to/work_with_relay/using_external_lib.rst","how_to/work_with_relay/using_pipeline_executor.rst","how_to/work_with_relay/using_relay_viz.rst","how_to/work_with_schedules/extern_op.rst","how_to/work_with_schedules/index.rst","how_to/work_with_schedules/intrin_math.rst","how_to/work_with_schedules/reduction.rst","how_to/work_with_schedules/scan.rst","how_to/work_with_schedules/schedule_primitives.rst","how_to/work_with_schedules/sg_execution_times.rst","how_to/work_with_schedules/tedd.rst","how_to/work_with_schedules/tensorize.rst","how_to/work_with_schedules/tuple_inputs.rst","index.rst","install/docker.rst","install/from_source.rst","install/index.rst","install/nnpack.rst","reference/api/links.rst","reference/api/python/auto_scheduler.rst","reference/api/python/autotvm.rst","reference/api/python/contrib.rst","reference/api/python/driver.rst","reference/api/python/error.rst","reference/api/python/graph_executor.rst","reference/api/python/index.rst","reference/api/python/ir.rst","reference/api/python/meta_schedule.rst","reference/api/python/micro.rst","reference/api/python/ndarray.rst","reference/api/python/relay/analysis.rst","reference/api/python/relay/backend.rst","reference/api/python/relay/dataflow_pattern.rst","reference/api/python/relay/frontend.rst","reference/api/python/relay/image.rst","reference/api/python/relay/index.rst","reference/api/python/relay/nn.rst","reference/api/python/relay/testing.rst","reference/api/python/relay/transform.rst","reference/api/python/relay/vision.rst","reference/api/python/rpc.rst","reference/api/python/runtime.rst","reference/api/python/target.rst","reference/api/python/te.rst","reference/api/python/tir.rst","reference/api/python/topi.rst","reference/api/python/vta/index.rst","reference/langref/hybrid_script.rst","reference/langref/index.rst","reference/langref/relay_adt.rst","reference/langref/relay_expr.rst","reference/langref/relay_op.rst","reference/langref/relay_pattern.rst","reference/langref/relay_type.rst","reference/publications.rst","topic/microtvm/index.rst","topic/vta/dev/config.rst","topic/vta/dev/hardware.rst","topic/vta/dev/index.rst","topic/vta/index.rst","topic/vta/install.rst","topic/vta/tutorials/frontend/deploy_detection.rst","topic/vta/tutorials/frontend/index.rst","topic/vta/tutorials/frontend/sg_execution_times.rst","topic/vta/tutorials/index.rst","topic/vta/tutorials/matrix_multiply.rst","topic/vta/tutorials/optimize/convolution_opt.rst","topic/vta/tutorials/optimize/index.rst","topic/vta/tutorials/optimize/matrix_multiply_opt.rst","topic/vta/tutorials/optimize/sg_execution_times.rst","topic/vta/tutorials/sg_execution_times.rst","topic/vta/tutorials/vta_get_started.rst","tutorial/auto_scheduler_matmul_x86.rst","tutorial/autotvm_matmul_x86.rst","tutorial/autotvm_relay_x86.rst","tutorial/cross_compilation_and_rpc.rst","tutorial/index.rst","tutorial/install.rst","tutorial/intro_topi.rst","tutorial/introduction.rst","tutorial/relay_quick_start.rst","tutorial/sg_execution_times.rst","tutorial/tensor_expr_get_started.rst","tutorial/tensor_ir_blitz_course.rst","tutorial/tvmc_command_line_driver.rst","tutorial/tvmc_python.rst","tutorial/uma.rst"],objects:{"":{vta:[163,0,0,"-"]},"tvm.auto_scheduler":{ApplyHistoryBest:[136,1,1,""],ApplyHistoryBestOrSample:[136,1,1,""],ComputeDAG:[136,1,1,""],DispatchContext:[136,1,1,""],EmptyPolicy:[136,1,1,""],HardwareParams:[136,1,1,""],LayoutRewriteOption:[136,1,1,""],LocalBuilder:[136,1,1,""],LocalRPCMeasureContext:[136,1,1,""],LocalRunner:[136,1,1,""],MeasureInput:[136,1,1,""],MeasureResult:[136,1,1,""],PreloadCustomSketchRule:[136,1,1,""],PreloadMeasuredStates:[136,1,1,""],RPCRunner:[136,1,1,""],RandomModel:[136,1,1,""],RecordReader:[136,1,1,""],RecordToFile:[136,1,1,""],SearchTask:[136,1,1,""],SketchPolicy:[136,1,1,""],TaskScheduler:[136,1,1,""],TuningOptions:[136,1,1,""],XGBModel:[136,1,1,""],auto_schedule:[136,3,1,""],create_task:[136,3,1,""],extract_tasks:[136,3,1,""],get_shape_from_rewritten_layout:[136,3,1,""],is_auto_scheduler_enabled:[136,3,1,""],load_best_record:[136,3,1,""],load_records:[136,3,1,""],make_workload_key:[136,3,1,""],register_task_input_check_func:[136,3,1,""],register_workload:[136,3,1,""],remove_index_check:[136,3,1,""],rewrite_compute_body:[136,3,1,""],rewrite_tensor_shape:[136,3,1,""],save_records:[136,3,1,""]},"tvm.auto_scheduler.ApplyHistoryBest":{get_workload_entry:[136,2,1,""],load:[136,2,1,""],update:[136,2,1,""]},"tvm.auto_scheduler.ApplyHistoryBestOrSample":{query:[136,2,1,""]},"tvm.auto_scheduler.ComputeDAG":{apply_steps_from_state:[136,2,1,""],get_init_state:[136,2,1,""],infer_bound_from_state:[136,2,1,""],print_python_code_from_state:[136,2,1,""],rewrite_layout_from_state:[136,2,1,""],workload_key:[136,2,1,""]},"tvm.auto_scheduler.DispatchContext":{query:[136,2,1,""],update:[136,2,1,""]},"tvm.auto_scheduler.LayoutRewriteOption":{get_target_default:[136,2,1,""]},"tvm.auto_scheduler.MeasureInput":{serialize:[136,2,1,""]},"tvm.auto_scheduler.RandomModel":{predict:[136,2,1,""],update:[136,2,1,""]},"tvm.auto_scheduler.RecordReader":{check_workload_key:[136,2,1,""],read_lines:[136,2,1,""]},"tvm.auto_scheduler.SearchTask":{apply_best:[136,2,1,""],print_best:[136,2,1,""],tune:[136,2,1,""]},"tvm.auto_scheduler.SketchPolicy":{evolutionary_search:[136,2,1,""],generate_sketches:[136,2,1,""],sample_initial_population:[136,2,1,""]},"tvm.auto_scheduler.TaskScheduler":{tune:[136,2,1,""]},"tvm.auto_scheduler.XGBModel":{load:[136,2,1,""],predict:[136,2,1,""],predict_stages:[136,2,1,""],save:[136,2,1,""],update:[136,2,1,""],update_from_file:[136,2,1,""]},"tvm.autotvm":{apply_history_best:[137,3,1,""],record:[137,0,0,"-"],task:[137,0,0,"-"],tuner:[137,0,0,"-"]},"tvm.autotvm.measure":{MeasureInput:[137,1,1,""],MeasureResult:[137,1,1,""],create_measure_batch:[137,3,1,""],measure:[137,0,0,"-"],measure_option:[137,3,1,""]},"tvm.autotvm.measure.measure_methods":{LocalBuilder:[137,1,1,""],LocalRunner:[137,1,1,""],RPCRunner:[137,1,1,""]},"tvm.autotvm.record":{decode:[137,3,1,""],encode:[137,3,1,""],load_from_buffer:[137,3,1,""],load_from_file:[137,3,1,""],measure_str_key:[137,3,1,""],pick_best:[137,3,1,""],split_workload:[137,3,1,""]},"tvm.autotvm.task":{dispatcher:[137,0,0,"-"],space:[137,0,0,"-"],task:[137,0,0,"-"],topi_integration:[137,0,0,"-"]},"tvm.autotvm.task.dispatcher":{ApplyConfig:[137,1,1,""],ApplyFixedConfig:[137,1,1,""],ApplyGraphBest:[137,1,1,""],ApplyHistoryBest:[137,1,1,""],DispatchContext:[137,1,1,""],FallbackContext:[137,1,1,""],clear_fallback_cache:[137,3,1,""]},"tvm.autotvm.task.dispatcher.ApplyConfig":{update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.ApplyFixedConfig":{update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.ApplyGraphBest":{update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.ApplyHistoryBest":{load:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.DispatchContext":{query:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.task.dispatcher.FallbackContext":{clear_cache:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.task.space":{AnnotateEntity:[137,1,1,""],AnnotateSpace:[137,1,1,""],Axis:[137,1,1,""],ConfigEntity:[137,1,1,""],ConfigSpace:[137,1,1,""],FallbackConfigEntity:[137,1,1,""],InstantiationError:[137,6,1,""],OtherOptionEntity:[137,1,1,""],OtherOptionSpace:[137,1,1,""],ReorderEntity:[137,1,1,""],ReorderSpace:[137,1,1,""],SplitEntity:[137,1,1,""],SplitSpace:[137,1,1,""],TransformSpace:[137,1,1,""],VirtualAxis:[137,1,1,""],get_factors:[137,3,1,""],get_pow2s:[137,3,1,""]},"tvm.autotvm.task.space.AnnotateEntity":{apply:[137,2,1,""]},"tvm.autotvm.task.space.AnnotateSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.Axis":{index:[137,4,1,""],space:[137,4,1,""]},"tvm.autotvm.task.space.ConfigEntity":{from_json_dict:[137,2,1,""],get_flatten_feature:[137,2,1,""],get_other_option:[137,2,1,""],to_json_dict:[137,2,1,""]},"tvm.autotvm.task.space.ConfigSpace":{add_flop:[137,2,1,""],axis:[137,2,1,""],clear_cache:[137,2,1,""],define_annotate:[137,2,1,""],define_knob:[137,2,1,""],define_reorder:[137,2,1,""],define_split:[137,2,1,""],dims:[137,5,1,""],get:[137,2,1,""],get_next_index:[137,2,1,""],get_rand_index:[137,2,1,""],is_index_valid:[137,2,1,""],knob2point:[137,2,1,""],multi_filter:[137,2,1,""],point2knob:[137,2,1,""],raise_error:[137,2,1,""],random_walk:[137,2,1,""],range_length:[137,5,1,""],reduce_axis:[137,2,1,""],sample_ints:[137,2,1,""],subrange_length:[137,2,1,""],valid:[137,2,1,""]},"tvm.autotvm.task.space.FallbackConfigEntity":{fallback_split:[137,2,1,""],fallback_with_reference_log:[137,2,1,""]},"tvm.autotvm.task.space.OtherOptionSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.ReorderEntity":{apply:[137,2,1,""]},"tvm.autotvm.task.space.ReorderSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.SplitEntity":{apply:[137,2,1,""]},"tvm.autotvm.task.space.SplitSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.TransformSpace":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.space.VirtualAxis":{get_num_output:[137,2,1,""]},"tvm.autotvm.task.task":{FlopCalculationError:[137,6,1,""],MissingTask:[137,1,1,""],Task:[137,1,1,""],TaskTemplate:[137,1,1,""],args_to_workload:[137,3,1,""],compute_flop:[137,3,1,""],create:[137,3,1,""],deserialize_args:[137,3,1,""],get_config:[137,3,1,""],serialize_args:[137,3,1,""],template:[137,3,1,""]},"tvm.autotvm.task.task.Task":{instantiate:[137,2,1,""]},"tvm.autotvm.task.topi_integration":{TaskExtractEnv:[137,1,1,""],get_workload:[137,3,1,""],register_topi_compute:[137,3,1,""],register_topi_schedule:[137,3,1,""]},"tvm.autotvm.task.topi_integration.TaskExtractEnv":{add_task:[137,2,1,""],get:[137,2,1,""],get_tasks:[137,2,1,""],reset:[137,2,1,""]},"tvm.autotvm.tuner":{GATuner:[137,1,1,""],GridSearchTuner:[137,1,1,""],RandomTuner:[137,1,1,""],Tuner:[137,1,1,""],XGBTuner:[137,1,1,""],callback:[137,0,0,"-"]},"tvm.autotvm.tuner.GATuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.GridSearchTuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.RandomTuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.Tuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.XGBTuner":{has_next:[137,2,1,""],load_history:[137,2,1,""],next_batch:[137,2,1,""],reset:[137,2,1,""],set_error_threshold:[137,2,1,""],tune:[137,2,1,""],update:[137,2,1,""]},"tvm.autotvm.tuner.callback":{Monitor:[137,1,1,""],log_to_database:[137,3,1,""],log_to_file:[137,3,1,""],progress_bar:[137,3,1,""]},"tvm.autotvm.tuner.callback.Monitor":{trial_scores:[137,2,1,""],trial_timestamps:[137,2,1,""]},"tvm.contrib":{cblas:[138,0,0,"-"],cc:[138,0,0,"-"],clang:[138,0,0,"-"],cublas:[138,0,0,"-"],dlpack:[138,0,0,"-"],emcc:[138,0,0,"-"],graph_executor:[141,0,0,"-"],miopen:[138,0,0,"-"],mxnet:[138,0,0,"-"],ndk:[138,0,0,"-"],nnpack:[138,0,0,"-"],nvcc:[138,0,0,"-"],pickle_memoize:[138,0,0,"-"],random:[138,0,0,"-"],relay_viz:[138,0,0,"-"],rocblas:[138,0,0,"-"],rocm:[138,0,0,"-"],sparse:[138,0,0,"-"],spirv:[138,0,0,"-"],tar:[138,0,0,"-"],utils:[138,0,0,"-"],xcode:[138,0,0,"-"]},"tvm.contrib.cblas":{batch_matmul:[138,3,1,""],matmul:[138,3,1,""]},"tvm.contrib.cc":{create_executable:[138,3,1,""],create_shared:[138,3,1,""],create_staticlib:[138,3,1,""],cross_compiler:[138,3,1,""],get_cc:[138,3,1,""],get_global_symbol_section_map:[138,3,1,""],get_target_by_dump_machine:[138,3,1,""]},"tvm.contrib.clang":{create_llvm:[138,3,1,""],find_clang:[138,3,1,""]},"tvm.contrib.cublas":{batch_matmul:[138,3,1,""],matmul:[138,3,1,""]},"tvm.contrib.dlpack":{convert_func:[138,3,1,""],to_pytorch_func:[138,3,1,""]},"tvm.contrib.emcc":{create_tvmjs_wasm:[138,3,1,""]},"tvm.contrib.graph_executor":{GraphModule:[141,1,1,""],create:[141,3,1,""],get_device:[141,3,1,""]},"tvm.contrib.graph_executor.GraphModule":{benchmark:[141,2,1,""],debug_get_output:[141,2,1,""],get_input:[141,2,1,""],get_input_index:[141,2,1,""],get_input_info:[141,2,1,""],get_num_inputs:[141,2,1,""],get_num_outputs:[141,2,1,""],get_output:[141,2,1,""],load_params:[141,2,1,""],module:[141,4,1,""],run:[141,2,1,""],set_input:[141,2,1,""],set_input_zero_copy:[141,2,1,""],set_output_zero_copy:[141,2,1,""],share_params:[141,2,1,""]},"tvm.contrib.miopen":{conv2d_forward:[138,3,1,""],log_softmax:[138,3,1,""],softmax:[138,3,1,""]},"tvm.contrib.mxnet":{to_mxnet_func:[138,3,1,""]},"tvm.contrib.ndk":{create_shared:[138,3,1,""],create_staticlib:[138,3,1,""],get_global_symbol_section_map:[138,3,1,""]},"tvm.contrib.nnpack":{convolution_inference:[138,3,1,""],convolution_inference_weight_transform:[138,3,1,""],convolution_inference_without_weight_transform:[138,3,1,""],fully_connected_inference:[138,3,1,""],is_available:[138,3,1,""]},"tvm.contrib.nvcc":{compile_cuda:[138,3,1,""],find_cuda_path:[138,3,1,""],get_cuda_version:[138,3,1,""],have_cudagraph:[138,3,1,""],have_fp16:[138,3,1,""],have_int8:[138,3,1,""],have_tensorcore:[138,3,1,""],parse_compute_version:[138,3,1,""]},"tvm.contrib.pickle_memoize":{Cache:[138,1,1,""],memoize:[138,3,1,""]},"tvm.contrib.pickle_memoize.Cache":{cache:[138,5,1,""]},"tvm.contrib.random":{normal:[138,3,1,""],randint:[138,3,1,""],uniform:[138,3,1,""]},"tvm.contrib.relay_viz":{"interface":[138,0,0,"-"],RelayVisualizer:[138,1,1,""],dot:[138,0,0,"-"],terminal:[138,0,0,"-"]},"tvm.contrib.relay_viz.dot":{DotGraph:[138,1,1,""],DotPlotter:[138,1,1,""]},"tvm.contrib.relay_viz.dot.DotGraph":{edge:[138,2,1,""],node:[138,2,1,""]},"tvm.contrib.relay_viz.dot.DotPlotter":{create_graph:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.interface":{DefaultVizParser:[138,1,1,""],Plotter:[138,1,1,""],VizEdge:[138,1,1,""],VizGraph:[138,1,1,""],VizNode:[138,1,1,""],VizParser:[138,1,1,""]},"tvm.contrib.relay_viz.interface.DefaultVizParser":{get_node_edges:[138,2,1,""]},"tvm.contrib.relay_viz.interface.Plotter":{create_graph:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.interface.VizGraph":{edge:[138,2,1,""],node:[138,2,1,""]},"tvm.contrib.relay_viz.interface.VizParser":{get_node_edges:[138,2,1,""]},"tvm.contrib.relay_viz.terminal":{TermGraph:[138,1,1,""],TermNode:[138,1,1,""],TermPlotter:[138,1,1,""],TermVizParser:[138,1,1,""]},"tvm.contrib.relay_viz.terminal.TermGraph":{edge:[138,2,1,""],node:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.terminal.TermPlotter":{create_graph:[138,2,1,""],render:[138,2,1,""]},"tvm.contrib.relay_viz.terminal.TermVizParser":{get_node_edges:[138,2,1,""]},"tvm.contrib.rocblas":{batch_matmul:[138,3,1,""],matmul:[138,3,1,""]},"tvm.contrib.rocm":{find_lld:[138,3,1,""],find_rocm_path:[138,3,1,""],have_matrixcore:[138,3,1,""],parse_compute_version:[138,3,1,""],rocm_link:[138,3,1,""]},"tvm.contrib.sparse":{CSRNDArray:[138,1,1,""],CSRPlaceholderOp:[138,1,1,""],SparsePlaceholderOp:[138,1,1,""],array:[138,3,1,""],placeholder:[138,3,1,""]},"tvm.contrib.sparse.CSRNDArray":{asnumpy:[138,2,1,""],numpy:[138,2,1,""]},"tvm.contrib.spirv":{optimize:[138,3,1,""]},"tvm.contrib.tar":{normalize_file_list_by_unpacking_tars:[138,3,1,""],tar:[138,3,1,""],untar:[138,3,1,""]},"tvm.contrib.utils":{DirectoryCreatedPastAtExit:[138,6,1,""],FileLock:[138,1,1,""],TempDirectory:[138,1,1,""],filelock:[138,3,1,""],is_source_path:[138,3,1,""],tempdir:[138,3,1,""],which:[138,3,1,""]},"tvm.contrib.utils.FileLock":{release:[138,2,1,""]},"tvm.contrib.utils.TempDirectory":{listdir:[138,2,1,""],relpath:[138,2,1,""],remove:[138,2,1,""],set_keep_for_debug:[138,2,1,""]},"tvm.contrib.xcode":{compile_coreml:[138,3,1,""],compile_metal:[138,3,1,""],create_dylib:[138,3,1,""],xcrun:[138,3,1,""]},"tvm.error":{DiagnosticError:[140,6,1,""],InternalError:[140,6,1,""],OpAttributeInvalid:[140,6,1,""],OpAttributeRequired:[140,6,1,""],OpAttributeUnImplemented:[140,6,1,""],OpError:[140,6,1,""],OpNotImplemented:[140,6,1,""],RPCError:[140,6,1,""],RPCSessionTimeoutError:[140,6,1,""],TVMError:[140,6,1,""],register_error:[140,3,1,""]},"tvm.instrument":{PassInstrument:[143,1,1,""],PassPrintingInstrument:[143,1,1,""],PassTimingInstrument:[143,1,1,""],PrintAfterAll:[143,1,1,""],PrintBeforeAll:[143,1,1,""],pass_instrument:[143,3,1,""]},"tvm.instrument.PassInstrument":{enter_pass_ctx:[143,2,1,""],exit_pass_ctx:[143,2,1,""],run_after_pass:[143,2,1,""],run_before_pass:[143,2,1,""],should_run:[143,2,1,""]},"tvm.instrument.PassTimingInstrument":{render:[143,2,1,""]},"tvm.ir":{Array:[143,1,1,""],Attrs:[143,1,1,""],BaseExpr:[143,1,1,""],BaseFunc:[143,1,1,""],CallingConv:[143,1,1,""],ConstantMemoryPools:[143,1,1,""],ConstantPoolInfo:[143,1,1,""],Constructor:[143,1,1,""],DictAttrs:[143,1,1,""],DummyGlobalInfo:[143,1,1,""],EnvFunc:[143,1,1,""],FuncType:[143,1,1,""],GlobalInfo:[143,1,1,""],GlobalTypeVar:[143,1,1,""],GlobalVar:[143,1,1,""],IRModule:[143,1,1,""],IncompleteType:[143,1,1,""],Map:[143,1,1,""],Node:[143,1,1,""],Op:[143,1,1,""],PointerType:[143,1,1,""],PoolInfo:[143,1,1,""],PoolInfoProperties:[143,1,1,""],PrimExpr:[143,1,1,""],PrimType:[143,1,1,""],Range:[143,1,1,""],RelayExpr:[143,1,1,""],RelayRefType:[143,1,1,""],SequentialSpan:[143,1,1,""],SourceName:[143,1,1,""],Span:[143,1,1,""],TensorAffineType:[143,1,1,""],TensorType:[143,1,1,""],TupleAffineType:[143,1,1,""],TupleType:[143,1,1,""],Type:[143,1,1,""],TypeCall:[143,1,1,""],TypeConstraint:[143,1,1,""],TypeData:[143,1,1,""],TypeKind:[143,1,1,""],TypeRelation:[143,1,1,""],TypeVar:[143,1,1,""],VDevice:[143,1,1,""],WorkspaceMemoryPools:[143,1,1,""],WorkspacePoolInfo:[143,1,1,""],assert_structural_equal:[143,3,1,""],load_json:[143,3,1,""],make_node:[143,3,1,""],register_intrin_lowering:[143,3,1,""],register_op_attr:[143,3,1,""],save_json:[143,3,1,""],structural_equal:[143,3,1,""],structural_hash:[143,3,1,""]},"tvm.ir.Attrs":{get_int:[143,2,1,""],get_int_tuple:[143,2,1,""],get_str:[143,2,1,""],keys:[143,2,1,""],list_field_info:[143,2,1,""]},"tvm.ir.BaseFunc":{attrs:[143,5,1,""],with_attr:[143,2,1,""],with_attrs:[143,2,1,""],without_attr:[143,2,1,""]},"tvm.ir.DictAttrs":{get:[143,2,1,""],items:[143,2,1,""],keys:[143,2,1,""]},"tvm.ir.EnvFunc":{get:[143,2,1,""]},"tvm.ir.GlobalInfo":{same_as:[143,2,1,""]},"tvm.ir.GlobalVar":{astext:[143,2,1,""]},"tvm.ir.IRModule":{astext:[143,2,1,""],from_expr:[143,2,1,""],functions_items:[143,2,1,""],get_attr:[143,2,1,""],get_constructor:[143,2,1,""],get_global_type_var:[143,2,1,""],get_global_type_vars:[143,2,1,""],get_global_var:[143,2,1,""],get_global_vars:[143,2,1,""],update:[143,2,1,""],update_func:[143,2,1,""],update_global_info:[143,2,1,""],with_attr:[143,2,1,""],with_attrs:[143,2,1,""],without_attr:[143,2,1,""]},"tvm.ir.Map":{get:[143,2,1,""],items:[143,2,1,""]},"tvm.ir.Op":{add_argument:[143,2,1,""],add_type_rel:[143,2,1,""],astext:[143,2,1,""],get:[143,2,1,""],get_attr:[143,2,1,""],has_attr:[143,2,1,""],list_op_names:[143,2,1,""],reset_attr:[143,2,1,""],set_attr:[143,2,1,""],set_attrs_type_key:[143,2,1,""],set_num_inputs:[143,2,1,""],set_support_level:[143,2,1,""]},"tvm.ir.Range":{from_min_extent:[143,2,1,""]},"tvm.ir.RelayExpr":{checked_type:[143,5,1,""],struct_info:[143,5,1,""]},"tvm.ir.TensorType":{concrete_shape:[143,5,1,""]},"tvm.ir.Type":{same_as:[143,2,1,""]},"tvm.meta_schedule":{Builder:[144,1,1,""],CostModel:[144,1,1,""],Database:[144,1,1,""],ExtractedTask:[144,1,1,""],FeatureExtractor:[144,1,1,""],MeasureCallback:[144,1,1,""],MeasureCandidate:[144,1,1,""],Mutator:[144,1,1,""],Postproc:[144,1,1,""],Profiler:[144,1,1,""],Runner:[144,1,1,""],ScheduleRule:[144,1,1,""],SearchStrategy:[144,1,1,""],SpaceGenerator:[144,1,1,""],TaskScheduler:[144,1,1,""],TuneContext:[144,1,1,""],derived_object:[144,3,1,""],is_meta_schedule_enabled:[144,3,1,""],tune_tasks:[144,3,1,""],tune_tir:[144,3,1,""]},"tvm.meta_schedule.Builder":{build:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.CostModel":{create:[144,2,1,""],load:[144,2,1,""],predict:[144,2,1,""],save:[144,2,1,""],update:[144,2,1,""]},"tvm.meta_schedule.Database":{commit_tuning_record:[144,2,1,""],commit_workload:[144,2,1,""],create:[144,2,1,""],current:[144,2,1,""],dump_pruned:[144,2,1,""],get_all_tuning_records:[144,2,1,""],get_top_k:[144,2,1,""],has_workload:[144,2,1,""],query:[144,2,1,""],query_ir_module:[144,2,1,""],query_schedule:[144,2,1,""],query_tuning_record:[144,2,1,""]},"tvm.meta_schedule.FeatureExtractor":{create:[144,2,1,""],extract_from:[144,2,1,""]},"tvm.meta_schedule.MeasureCallback":{apply:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.Mutator":{apply:[144,2,1,""],clone:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.Postproc":{apply:[144,2,1,""],clone:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.Profiler":{current:[144,2,1,""],get:[144,2,1,""],table:[144,2,1,""],timeit:[144,2,1,""]},"tvm.meta_schedule.Runner":{create:[144,2,1,""],run:[144,2,1,""]},"tvm.meta_schedule.ScheduleRule":{apply:[144,2,1,""],clone:[144,2,1,""],create:[144,2,1,""]},"tvm.meta_schedule.SearchStrategy":{clone:[144,2,1,""],create:[144,2,1,""],generate_measure_candidates:[144,2,1,""],notify_runner_results:[144,2,1,""],post_tuning:[144,2,1,""],pre_tuning:[144,2,1,""]},"tvm.meta_schedule.SpaceGenerator":{clone:[144,2,1,""],create:[144,2,1,""],generate_design_space:[144,2,1,""]},"tvm.meta_schedule.TaskScheduler":{create:[144,2,1,""],join_running_task:[144,2,1,""],next_task_id:[144,2,1,""],print_tuning_statistics:[144,2,1,""],terminate_task:[144,2,1,""],touch_task:[144,2,1,""],tune:[144,2,1,""]},"tvm.meta_schedule.TuneContext":{clone:[144,2,1,""],generate_design_space:[144,2,1,""],generate_measure_candidates:[144,2,1,""],notify_runner_results:[144,2,1,""],post_tuning:[144,2,1,""],pre_tuning:[144,2,1,""]},"tvm.micro":{AutoTvmModuleLoader:[145,1,1,""],GeneratedProject:[145,1,1,""],Session:[145,1,1,""],SessionTerminatedError:[145,6,1,""],TemplateProject:[145,1,1,""],TransportLogger:[145,1,1,""],UnsupportedInModelLibraryFormatError:[145,6,1,""],autotvm_build_func:[145,3,1,""],copy_crt_config_header:[145,3,1,""],create_local_aot_executor:[145,3,1,""],create_local_debug_executor:[145,3,1,""],create_local_graph_executor:[145,3,1,""],export_model_library_format:[145,3,1,""],generate_project:[145,3,1,""],get_microtvm_template_projects:[145,3,1,""],get_standalone_crt_dir:[145,3,1,""]},"tvm.micro.TemplateProject":{generate_project:[145,2,1,""],generate_project_from_mlf:[145,2,1,""]},"tvm.micro.TransportLogger":{close:[145,2,1,""],open:[145,2,1,""],read:[145,2,1,""],timeouts:[145,2,1,""],write:[145,2,1,""]},"tvm.nd":{NDArray:[146,1,1,""],array:[146,3,1,""],empty:[146,3,1,""]},"tvm.nd.NDArray":{asnumpy:[146,2,1,""],copyfrom:[146,2,1,""],copyto:[146,2,1,""],device:[146,5,1,""],dtype:[146,5,1,""],numpy:[146,2,1,""],same_as:[146,2,1,""],shape:[146,4,1,""],to_dlpack:[146,2,1,""]},"tvm.relay":{analysis:[147,0,0,"-"],backend:[148,0,0,"-"],dataflow_pattern:[149,0,0,"-"],frontend:[150,0,0,"-"],image:[151,0,0,"-"],nn:[153,0,0,"-"],testing:[154,0,0,"-"],transform:[155,0,0,"-"],vision:[156,0,0,"-"]},"tvm.relay.analysis":{AnnotatedRegionSet:[147,1,1,""],CallGraph:[147,1,1,""],Feature:[147,1,1,""],all_dtypes:[147,3,1,""],all_type_vars:[147,3,1,""],all_vars:[147,3,1,""],bound_type_vars:[147,3,1,""],bound_vars:[147,3,1,""],check_basic_block_normal_form:[147,3,1,""],check_constant:[147,3,1,""],check_kind:[147,3,1,""],count_layers:[147,3,1,""],cpu:[147,3,1,""],detect_feature:[147,3,1,""],extract_fused_functions:[147,3,1,""],extract_intermdeiate_expr:[147,3,1,""],free_type_vars:[147,3,1,""],free_vars:[147,3,1,""],get_calibration_data:[147,3,1,""],get_total_mac_number:[147,3,1,""],list_fake_quantized_op_freqs:[147,3,1,""],list_op_freqs:[147,3,1,""],post_order_visit:[147,3,1,""],search_fc_transpose:[147,3,1,""],unmatched_cases:[147,3,1,""],well_formed:[147,3,1,""]},"tvm.relay.analysis.AnnotatedRegionSet":{get_region:[147,2,1,""]},"tvm.relay.analysis.CallGraph":{global_call_count:[147,2,1,""],is_recursive:[147,2,1,""],module:[147,5,1,""],print_var:[147,2,1,""],ref_count:[147,2,1,""]},"tvm.relay.analysis.Feature":{fGraph:[147,4,1,""],fMatch:[147,4,1,""]},"tvm.relay.backend":{graph_executor_codegen:[148,0,0,"-"],interpreter:[148,0,0,"-"],te_compiler:[148,0,0,"-"],vm:[148,0,0,"-"]},"tvm.relay.backend.graph_executor_codegen":{GraphExecutorCodegen:[148,1,1,""]},"tvm.relay.backend.graph_executor_codegen.GraphExecutorCodegen":{codegen:[148,2,1,""]},"tvm.relay.backend.interpreter":{ConstructorValue:[148,1,1,""],Executor:[148,1,1,""],Interpreter:[148,1,1,""],RefValue:[148,1,1,""]},"tvm.relay.backend.interpreter.Executor":{evaluate:[148,2,1,""]},"tvm.relay.backend.te_compiler":{CCacheKey:[148,1,1,""],CCacheValue:[148,1,1,""],LoweredOutput:[148,1,1,""],TECompiler:[148,1,1,""],get:[148,3,1,""],get_shape:[148,3,1,""],get_valid_implementations:[148,3,1,""],lower_to_primfunc:[148,3,1,""],select_implementation:[148,3,1,""]},"tvm.relay.backend.te_compiler.TECompiler":{clear:[148,2,1,""],items:[148,2,1,""],jit:[148,2,1,""],lower:[148,2,1,""]},"tvm.relay.backend.vm":{VMCompiler:[148,1,1,""],VMExecutor:[148,1,1,""],compile:[148,3,1,""]},"tvm.relay.backend.vm.VMCompiler":{codegen:[148,2,1,""],get_exec:[148,2,1,""],get_params:[148,2,1,""],lower:[148,2,1,""],optimize:[148,2,1,""],set_params:[148,2,1,""]},"tvm.relay.dataflow_pattern":{AltPattern:[149,1,1,""],AttrPattern:[149,1,1,""],CallPattern:[149,1,1,""],ConstantPattern:[149,1,1,""],DFPattern:[149,1,1,""],DFPatternCallback:[149,1,1,""],DataTypePattern:[149,1,1,""],DominatorPattern:[149,1,1,""],Expr:[149,4,1,""],ExprPattern:[149,1,1,""],FunctionPattern:[149,1,1,""],IfPattern:[149,1,1,""],LetPattern:[149,1,1,""],ShapePattern:[149,1,1,""],TupleGetItemPattern:[149,1,1,""],TuplePattern:[149,1,1,""],TypePattern:[149,1,1,""],VarPattern:[149,1,1,""],WildcardPattern:[149,1,1,""],astext:[149,3,1,""],dominates:[149,3,1,""],get:[149,3,1,""],has_attr:[149,3,1,""],has_dtype:[149,3,1,""],has_shape:[149,3,1,""],has_type:[149,3,1,""],is_constant:[149,3,1,""],is_expr:[149,3,1,""],is_if:[149,3,1,""],is_let:[149,3,1,""],is_op:[149,3,1,""],is_tuple:[149,3,1,""],is_tuple_get_item:[149,3,1,""],is_var:[149,3,1,""],make_node:[149,3,1,""],match:[149,3,1,""],partition:[149,3,1,""],pretty_print:[149,3,1,""],register_df_node:[149,3,1,""],rewrite:[149,3,1,""],wildcard:[149,3,1,""]},"tvm.relay.dataflow_pattern.DFPattern":{astext:[149,2,1,""],dominates:[149,2,1,""],has_attr:[149,2,1,""],has_dtype:[149,2,1,""],has_shape:[149,2,1,""],has_type:[149,2,1,""],match:[149,2,1,""],optional:[149,2,1,""],partition:[149,2,1,""]},"tvm.relay.dataflow_pattern.DFPatternCallback":{callback:[149,2,1,""],rewrite:[149,2,1,""]},"tvm.relay.dataflow_pattern.WildcardPattern":{redirect_to:[149,2,1,""]},"tvm.relay.frontend":{ChangeDatatype:[150,1,1,""],from_caffe2:[150,3,1,""],from_caffe:[150,3,1,""],from_coreml:[150,3,1,""],from_darknet:[150,3,1,""],from_keras:[150,3,1,""],from_mxnet:[150,3,1,""],from_oneflow:[150,3,1,""],from_onnx:[150,3,1,""],from_paddle:[150,3,1,""],from_pytorch:[150,3,1,""],from_tensorflow:[150,3,1,""],from_tflite:[150,3,1,""],quantize_conv_bias_mkldnn_from_var:[150,3,1,""]},"tvm.relay.image":{"const":[151,3,1,""],affine_grid:[151,3,1,""],crop_and_resize:[151,3,1,""],dilation2d:[151,3,1,""],grid_sample:[151,3,1,""],resize1d:[151,3,1,""],resize2d:[151,3,1,""],resize3d:[151,3,1,""]},"tvm.relay.nn":{"const":[153,3,1,""],Constant:[153,1,1,""],Expr:[153,4,1,""],adaptive_avg_pool1d:[153,3,1,""],adaptive_avg_pool2d:[153,3,1,""],adaptive_avg_pool3d:[153,3,1,""],adaptive_max_pool1d:[153,3,1,""],adaptive_max_pool2d:[153,3,1,""],adaptive_max_pool3d:[153,3,1,""],avg_pool1d:[153,3,1,""],avg_pool2d:[153,3,1,""],avg_pool2d_grad:[153,3,1,""],avg_pool3d:[153,3,1,""],batch_flatten:[153,3,1,""],batch_matmul:[153,3,1,""],batch_norm:[153,3,1,""],batch_to_space_nd:[153,3,1,""],bias_add:[153,3,1,""],bitpack:[153,3,1,""],bitserial_conv2d:[153,3,1,""],bitserial_dense:[153,3,1,""],contrib_conv2d_gemm_weight_transform:[153,3,1,""],contrib_conv2d_gemm_without_weight_transform:[153,3,1,""],contrib_conv2d_nchwc:[153,3,1,""],contrib_conv2d_winograd_nnpack_weight_transform:[153,3,1,""],contrib_conv2d_winograd_weight_transform:[153,3,1,""],contrib_conv2d_winograd_without_weight_transform:[153,3,1,""],contrib_conv3d_winograd_weight_transform:[153,3,1,""],contrib_conv3d_winograd_without_weight_transform:[153,3,1,""],contrib_dense_pack:[153,3,1,""],contrib_depthwise_conv2d_nchwc:[153,3,1,""],conv1d:[153,3,1,""],conv1d_transpose:[153,3,1,""],conv2d:[153,3,1,""],conv2d_backward_weight:[153,3,1,""],conv2d_transpose:[153,3,1,""],conv3d:[153,3,1,""],conv3d_transpose:[153,3,1,""],correlation:[153,3,1,""],cross_entropy:[153,3,1,""],cross_entropy_with_logits:[153,3,1,""],deformable_conv2d:[153,3,1,""],dense:[153,3,1,""],depth_to_space:[153,3,1,""],dilate:[153,3,1,""],dropout:[153,3,1,""],dropout_raw:[153,3,1,""],fast_softmax:[153,3,1,""],fifo_buffer:[153,3,1,""],get_pad_tuple1d:[153,3,1,""],get_pad_tuple2d:[153,3,1,""],get_pad_tuple3d:[153,3,1,""],global_avg_pool1d:[153,3,1,""],global_avg_pool2d:[153,3,1,""],global_avg_pool3d:[153,3,1,""],global_max_pool1d:[153,3,1,""],global_max_pool2d:[153,3,1,""],global_max_pool3d:[153,3,1,""],group_norm:[153,3,1,""],instance_norm:[153,3,1,""],l2_normalize:[153,3,1,""],layer_norm:[153,3,1,""],leaky_relu:[153,3,1,""],log_softmax:[153,3,1,""],lrn:[153,3,1,""],matmul:[153,3,1,""],max_pool1d:[153,3,1,""],max_pool2d:[153,3,1,""],max_pool2d_grad:[153,3,1,""],max_pool3d:[153,3,1,""],mirror_pad:[153,3,1,""],nll_loss:[153,3,1,""],pad:[153,3,1,""],prelu:[153,3,1,""],relu:[153,3,1,""],softmax:[153,3,1,""],space_to_batch_nd:[153,3,1,""],space_to_depth:[153,3,1,""],sparse_add:[153,3,1,""],sparse_dense:[153,3,1,""],sparse_transpose:[153,3,1,""],upsampling3d:[153,3,1,""],upsampling:[153,3,1,""]},"tvm.relay.testing":{Prelude:[154,1,1,""],check_grad:[154,3,1,""],count:[154,3,1,""],count_ops:[154,3,1,""],create_workload:[154,3,1,""],dcgan:[154,0,0,"-"],densenet:[154,0,0,"-"],enabled_targets:[154,3,1,""],gradient:[154,3,1,""],inception_v3:[154,0,0,"-"],lstm:[154,0,0,"-"],make_nat_expr:[154,3,1,""],make_nat_value:[154,3,1,""],mlp:[154,0,0,"-"],mobilenet:[154,0,0,"-"],resnet:[154,0,0,"-"],run_as_python:[154,3,1,""],squeezenet:[154,0,0,"-"],to_python:[154,3,1,""],vgg:[154,0,0,"-"]},"tvm.relay.testing.Prelude":{get_ctor:[154,2,1,""],get_ctor_static:[154,2,1,""],get_global_var:[154,2,1,""],get_global_var_static:[154,2,1,""],get_name:[154,2,1,""],get_name_static:[154,2,1,""],get_tensor_ctor_static:[154,2,1,""],get_type:[154,2,1,""],get_type_static:[154,2,1,""],load_prelude:[154,2,1,""]},"tvm.relay.testing.dcgan":{deconv2d:[154,3,1,""],deconv2d_bn_relu:[154,3,1,""],get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.densenet":{get_workload:[154,3,1,""]},"tvm.relay.testing.inception_v3":{get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.lstm":{get_net:[154,3,1,""],get_workload:[154,3,1,""],lstm_cell:[154,3,1,""]},"tvm.relay.testing.mlp":{get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.mobilenet":{conv_block:[154,3,1,""],get_workload:[154,3,1,""],mobile_net:[154,3,1,""],separable_conv_block:[154,3,1,""]},"tvm.relay.testing.resnet":{get_net:[154,3,1,""],get_workload:[154,3,1,""],residual_unit:[154,3,1,""],resnet:[154,3,1,""]},"tvm.relay.testing.squeezenet":{get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.testing.vgg":{get_classifier:[154,3,1,""],get_feature:[154,3,1,""],get_net:[154,3,1,""],get_workload:[154,3,1,""]},"tvm.relay.transform":{AlterOpLayout:[155,3,1,""],AnnotateSpans:[155,3,1,""],AnnotateTarget:[155,3,1,""],BackwardFoldScaleAxis:[155,3,1,""],BatchingOps:[155,3,1,""],CanonicalizeCast:[155,3,1,""],CanonicalizeOps:[155,3,1,""],CapturePostDfsIndexInSpans:[155,3,1,""],ChangeBatch:[155,1,1,""],CollagePartition:[155,3,1,""],CombineParallelBatchMatmul:[155,3,1,""],CombineParallelConv2D:[155,3,1,""],CombineParallelDense:[155,3,1,""],Conv2dToSparse2:[155,3,1,""],Conv2dToSparse:[155,3,1,""],ConvertLayout:[155,3,1,""],DeadCodeElimination:[155,3,1,""],Defunctionalization:[155,3,1,""],DefuseOps:[155,3,1,""],DenseToSparse:[155,3,1,""],DivToMul:[155,3,1,""],DynamicToStatic:[155,3,1,""],EliminateCommonSubexpr:[155,3,1,""],EtaExpand:[155,3,1,""],FakeQuantizationToInteger:[155,3,1,""],FastMath:[155,3,1,""],FirstOrderGradient:[155,3,1,""],FlattenAtrousConv:[155,3,1,""],FlexibleShapeDispatch:[155,1,1,""],FoldConstant:[155,3,1,""],FoldConstantExpr:[155,3,1,""],FoldExplicitPadding:[155,3,1,""],FoldScaleAxis:[155,3,1,""],ForwardFoldScaleAxis:[155,3,1,""],FunctionPass:[155,1,1,""],FuseOps:[155,3,1,""],InferType:[155,3,1,""],InferTypeLocal:[155,3,1,""],Inline:[155,3,1,""],InlineCompilerFunctionsBoundTo:[155,3,1,""],LambdaLift:[155,3,1,""],LayoutConfig:[155,1,1,""],LazyGradientInit:[155,3,1,""],Legalize:[155,3,1,""],ManifestLifetimes:[155,3,1,""],MarkCompilerFunctionsAsExtern:[155,3,1,""],MergeCompilerRegions:[155,3,1,""],MergeComposite:[155,3,1,""],OutlineCompilerFunctionsWithExistingGlobalSymbols:[155,3,1,""],PartialEvaluate:[155,3,1,""],PartitionGraph:[155,3,1,""],PlanDevices:[155,3,1,""],RemoveUnusedFunctions:[155,3,1,""],SimplifyExpr:[155,3,1,""],SimplifyFCTranspose:[155,3,1,""],SimplifyInference:[155,3,1,""],SplitArgs:[155,3,1,""],ToANormalForm:[155,3,1,""],ToANormalFormExpr:[155,3,1,""],ToBasicBlockNormalForm:[155,3,1,""],ToCPS:[155,3,1,""],ToGraphNormalForm:[155,3,1,""],ToMixedPrecision:[155,3,1,""],build_config:[155,3,1,""],function_pass:[155,3,1,""],gradient:[155,3,1,""],recast:[155,3,1,""],to_cps:[155,3,1,""],un_cps:[155,3,1,""]},"tvm.relay.vision":{all_class_non_max_suppression:[156,3,1,""],get_valid_counts:[156,3,1,""],multibox_prior:[156,3,1,""],multibox_transform_loc:[156,3,1,""],non_max_suppression:[156,3,1,""],proposal:[156,3,1,""],regular_non_max_suppression:[156,3,1,""],roi_align:[156,3,1,""],roi_pool:[156,3,1,""],yolo_reorg:[156,3,1,""]},"tvm.rpc":{LocalSession:[157,1,1,""],PopenSession:[157,1,1,""],RPCSession:[157,1,1,""],Server:[157,1,1,""],TrackerSession:[157,1,1,""],connect:[157,3,1,""],connect_tracker:[157,3,1,""],with_minrpc:[157,3,1,""]},"tvm.rpc.RPCSession":{cl:[157,2,1,""],cpu:[157,2,1,""],cuda:[157,2,1,""],device:[157,2,1,""],download:[157,2,1,""],download_linked_module:[157,2,1,""],ext_dev:[157,2,1,""],get_function:[157,2,1,""],hexagon:[157,2,1,""],listdir:[157,2,1,""],load_module:[157,2,1,""],metal:[157,2,1,""],remove:[157,2,1,""],rocm:[157,2,1,""],system_lib:[157,2,1,""],upload:[157,2,1,""],vulkan:[157,2,1,""],webgpu:[157,2,1,""]},"tvm.rpc.Server":{terminate:[157,2,1,""]},"tvm.rpc.TrackerSession":{close:[157,2,1,""],request:[157,2,1,""],request_and_run:[157,2,1,""],summary:[157,2,1,""],text_summary:[157,2,1,""]},"tvm.runtime":{"const":[158,3,1,""],DataType:[158,1,1,""],DataTypeCode:[158,1,1,""],Device:[158,1,1,""],Module:[158,1,1,""],Object:[158,1,1,""],ObjectGeneric:[158,1,1,""],ObjectPath:[158,1,1,""],ObjectPathPair:[158,1,1,""],PackedFunc:[158,1,1,""],Report:[158,1,1,""],Scriptable:[158,1,1,""],ShapeTuple:[158,1,1,""],String:[158,1,1,""],cl:[158,3,1,""],convert:[158,3,1,""],convert_to_object:[158,3,1,""],cpu:[158,3,1,""],cuda:[158,3,1,""],device:[158,3,1,""],enabled:[158,3,1,""],ext_dev:[158,3,1,""],gpu:[158,3,1,""],load_module:[158,3,1,""],load_param_dict:[158,3,1,""],load_param_dict_from_file:[158,3,1,""],load_static_library:[158,3,1,""],metal:[158,3,1,""],mtl:[158,3,1,""],ndarray:[146,0,0,"-"],num_threads:[158,3,1,""],opencl:[158,3,1,""],rocm:[158,3,1,""],save_param_dict:[158,3,1,""],save_param_dict_to_file:[158,3,1,""],system_lib:[158,3,1,""],vpi:[158,3,1,""],vulkan:[158,3,1,""]},"tvm.runtime.DataType":{itemsize:[158,2,1,""]},"tvm.runtime.Device":{api_version:[158,5,1,""],available_global_memory:[158,5,1,""],compute_version:[158,5,1,""],create_raw_stream:[158,2,1,""],device_name:[158,5,1,""],driver_version:[158,5,1,""],exist:[158,5,1,""],free_raw_stream:[158,2,1,""],l2_cache_size_bytes:[158,5,1,""],max_clock_rate:[158,5,1,""],max_shared_memory_per_block:[158,5,1,""],max_thread_dimensions:[158,5,1,""],max_threads_per_block:[158,5,1,""],multi_processor_count:[158,5,1,""],set_raw_stream:[158,2,1,""],sync:[158,2,1,""],texture_spatial_limit:[158,2,1,""],total_global_memory:[158,5,1,""],warp_size:[158,5,1,""]},"tvm.runtime.Module":{clear_imports:[158,2,1,""],entry_func:[158,5,1,""],export_library:[158,2,1,""],format:[158,5,1,""],get_function:[158,2,1,""],get_property_mask:[158,2,1,""],get_source:[158,2,1,""],implements_function:[158,2,1,""],import_module:[158,2,1,""],imported_modules:[158,5,1,""],is_binary_serializable:[158,5,1,""],is_dso_exportable:[158,5,1,""],is_runnable:[158,5,1,""],save:[158,2,1,""],time_evaluator:[158,2,1,""],type_key:[158,5,1,""]},"tvm.runtime.ObjectGeneric":{asobject:[158,2,1,""]},"tvm.runtime.Report":{calls:[158,4,1,""],csv:[158,2,1,""],device_metrics:[158,4,1,""],from_json:[158,2,1,""],json:[158,2,1,""],table:[158,2,1,""]},"tvm.runtime.Scriptable":{script:[158,2,1,""],show:[158,2,1,""]},"tvm.target":{GenericFunc:[159,1,1,""],Target:[159,1,1,""],TargetKind:[159,1,1,""],VirtualDevice:[159,1,1,""],arm_cpu:[159,3,1,""],bifrost:[159,3,1,""],create:[159,3,1,""],cuda:[159,3,1,""],generic_func:[159,3,1,""],get_native_generic_func:[159,3,1,""],hexagon:[159,3,1,""],intel_graphics:[159,3,1,""],list_tags:[159,3,1,""],make_compilation_config:[159,3,1,""],mali:[159,3,1,""],override_native_generic_func:[159,3,1,""],rasp:[159,3,1,""],riscv_cpu:[159,3,1,""],rocm:[159,3,1,""],stm32:[159,3,1,""]},"tvm.target.GenericFunc":{get_packed_func:[159,2,1,""],register:[159,2,1,""],set_default:[159,2,1,""]},"tvm.target.Target":{arch:[159,5,1,""],canon_multi_target:[159,2,1,""],canon_multi_target_and_host:[159,2,1,""],canon_target:[159,2,1,""],canon_target_and_host:[159,2,1,""],canon_target_map_and_host:[159,2,1,""],current:[159,2,1,""],from_device:[159,2,1,""],get_kind_attr:[159,2,1,""],get_target_device_type:[159,2,1,""],list_kinds:[159,2,1,""],mattr:[159,5,1,""],max_block_size_x:[159,5,1,""],max_block_size_y:[159,5,1,""],max_num_threads:[159,5,1,""],mcpu:[159,5,1,""],model:[159,5,1,""],target_or_current:[159,2,1,""],thread_warp_size:[159,5,1,""]},"tvm.target.TargetKind":{options:[159,5,1,""],options_from_name:[159,2,1,""]},"tvm.te":{"const":[160,3,1,""],"var":[160,3,1,""],ComputeOp:[160,1,1,""],ExternOp:[160,1,1,""],HybridOp:[160,1,1,""],PlaceholderOp:[160,1,1,""],ScanOp:[160,1,1,""],Schedule:[160,1,1,""],SpecializedCondition:[160,1,1,""],Stage:[160,1,1,""],Tensor:[160,1,1,""],TensorComputeOp:[160,1,1,""],TensorSlice:[160,1,1,""],abs:[160,3,1,""],acos:[160,3,1,""],acosh:[160,3,1,""],add:[160,3,1,""],all:[160,3,1,""],any:[160,3,1,""],asin:[160,3,1,""],asinh:[160,3,1,""],atan:[160,3,1,""],atanh:[160,3,1,""],ceil:[160,3,1,""],comm_reducer:[160,3,1,""],compute:[160,3,1,""],cos:[160,3,1,""],cosh:[160,3,1,""],create_prim_func:[160,3,1,""],create_schedule:[160,3,1,""],decl_tensor_intrin:[160,3,1,""],div:[160,3,1,""],erf:[160,3,1,""],exp:[160,3,1,""],extern:[160,3,1,""],extern_primfunc:[160,3,1,""],floor:[160,3,1,""],floordiv:[160,3,1,""],floormod:[160,3,1,""],fmod:[160,3,1,""],gradient:[160,3,1,""],hybrid:[160,0,0,"-"],if_then_else:[160,3,1,""],indexdiv:[160,3,1,""],indexmod:[160,3,1,""],isfinite:[160,3,1,""],isinf:[160,3,1,""],isnan:[160,3,1,""],log10:[160,3,1,""],log2:[160,3,1,""],log:[160,3,1,""],max:[160,3,1,""],max_value:[160,3,1,""],min:[160,3,1,""],min_value:[160,3,1,""],multiply:[160,3,1,""],nearbyint:[160,3,1,""],placeholder:[160,3,1,""],popcount:[160,3,1,""],power:[160,3,1,""],reduce_axis:[160,3,1,""],round:[160,3,1,""],rsqrt:[160,3,1,""],scan:[160,3,1,""],sigmoid:[160,3,1,""],sin:[160,3,1,""],sinh:[160,3,1,""],size_var:[160,3,1,""],sqrt:[160,3,1,""],subtract:[160,3,1,""],sum:[160,3,1,""],tag_scope:[160,3,1,""],tan:[160,3,1,""],tanh:[160,3,1,""],thread_axis:[160,3,1,""],trace:[160,3,1,""],trunc:[160,3,1,""],truncdiv:[160,3,1,""],truncmod:[160,3,1,""]},"tvm.te.HybridOp":{axis:[160,5,1,""]},"tvm.te.ScanOp":{scan_axis:[160,5,1,""]},"tvm.te.Schedule":{cache_read:[160,2,1,""],cache_write:[160,2,1,""],create_group:[160,2,1,""],normalize:[160,2,1,""],rfactor:[160,2,1,""]},"tvm.te.SpecializedCondition":{current:[160,2,1,""]},"tvm.te.Stage":{bind:[160,2,1,""],compute_at:[160,2,1,""],compute_inline:[160,2,1,""],compute_root:[160,2,1,""],double_buffer:[160,2,1,""],env_threads:[160,2,1,""],fuse:[160,2,1,""],parallel:[160,2,1,""],pragma:[160,2,1,""],prefetch:[160,2,1,""],reorder:[160,2,1,""],rolling_buffer:[160,2,1,""],set_scope:[160,2,1,""],set_store_predicate:[160,2,1,""],split:[160,2,1,""],storage_align:[160,2,1,""],tensorize:[160,2,1,""],tile:[160,2,1,""],transform_layout:[160,2,1,""],unroll:[160,2,1,""],vectorize:[160,2,1,""]},"tvm.te.Tensor":{axis:[160,5,1,""],ndim:[160,5,1,""],op:[160,5,1,""],shape:[160,5,1,""],value_index:[160,5,1,""]},"tvm.te.TensorSlice":{asobject:[160,2,1,""],dtype:[160,5,1,""]},"tvm.te.hybrid":{HybridModule:[160,1,1,""],build:[160,3,1,""],decorate:[160,3,1,""],script:[160,3,1,""],source_to_op:[160,3,1,""]},"tvm.te.hybrid.HybridModule":{load:[160,2,1,""]},"tvm.tir":{Add:[161,1,1,""],Allocate:[161,1,1,""],AllocateConst:[161,1,1,""],And:[161,1,1,""],Any:[161,1,1,""],AssertStmt:[161,1,1,""],AttrStmt:[161,1,1,""],BijectiveLayout:[161,1,1,""],Block:[161,1,1,""],BlockDependenceInfo:[161,1,1,""],BlockRealize:[161,1,1,""],BlockScope:[161,1,1,""],Broadcast:[161,1,1,""],Buffer:[161,1,1,""],BufferLoad:[161,1,1,""],BufferRealize:[161,1,1,""],BufferRegion:[161,1,1,""],BufferStore:[161,1,1,""],Call:[161,1,1,""],CallEffectKind:[161,1,1,""],Cast:[161,1,1,""],CommReducer:[161,1,1,""],DataProducer:[161,1,1,""],DeclBuffer:[161,1,1,""],Div:[161,1,1,""],EQ:[161,1,1,""],Evaluate:[161,1,1,""],FloatImm:[161,1,1,""],FloorDiv:[161,1,1,""],FloorMod:[161,1,1,""],For:[161,1,1,""],ForKind:[161,1,1,""],GE:[161,1,1,""],GT:[161,1,1,""],IfThenElse:[161,1,1,""],IndexMap:[161,1,1,""],IntImm:[161,1,1,""],IterVar:[161,1,1,""],LE:[161,1,1,""],LT:[161,1,1,""],Layout:[161,1,1,""],Let:[161,1,1,""],LetStmt:[161,1,1,""],MatchBufferRegion:[161,1,1,""],Max:[161,1,1,""],Min:[161,1,1,""],Mod:[161,1,1,""],Mul:[161,1,1,""],NE:[161,1,1,""],Not:[161,1,1,""],Or:[161,1,1,""],Prefetch:[161,1,1,""],PrimFunc:[161,1,1,""],ProducerLoad:[161,1,1,""],ProducerRealize:[161,1,1,""],ProducerStore:[161,1,1,""],Ramp:[161,1,1,""],Reduce:[161,1,1,""],Schedule:[161,1,1,""],ScheduleError:[161,6,1,""],ScheduleState:[161,1,1,""],Select:[161,1,1,""],SeqStmt:[161,1,1,""],Shuffle:[161,1,1,""],SizeVar:[161,1,1,""],Stmt:[161,1,1,""],StmtSRef:[161,1,1,""],StringImm:[161,1,1,""],Sub:[161,1,1,""],TVMBackendAllocWorkspace:[161,3,1,""],TVMBackendFreeWorkspace:[161,3,1,""],TensorIntrin:[161,1,1,""],Var:[161,1,1,""],While:[161,1,1,""],abs:[161,3,1,""],acos:[161,3,1,""],acosh:[161,3,1,""],add:[161,3,1,""],address_of:[161,3,1,""],all:[161,3,1,""],any:[161,3,1,""],asin:[161,3,1,""],asinh:[161,3,1,""],assume:[161,3,1,""],atan2:[161,3,1,""],atan:[161,3,1,""],atanh:[161,3,1,""],bijective_layout:[161,3,1,""],bitwise_and:[161,3,1,""],bitwise_not:[161,3,1,""],bitwise_or:[161,3,1,""],bitwise_xor:[161,3,1,""],call_cpacked:[161,3,1,""],call_cpacked_lowered:[161,3,1,""],call_extern:[161,3,1,""],call_intrin:[161,3,1,""],call_llvm_intrin:[161,3,1,""],call_llvm_pure_intrin:[161,3,1,""],call_packed:[161,3,1,""],call_packed_lowered:[161,3,1,""],call_pure_extern:[161,3,1,""],call_tir:[161,3,1,""],ceil:[161,3,1,""],ceildiv:[161,3,1,""],clz:[161,3,1,""],comm_reducer:[161,3,1,""],copysign:[161,3,1,""],cos:[161,3,1,""],cosh:[161,3,1,""],create_barriers:[161,3,1,""],decl_buffer:[161,3,1,""],div:[161,3,1,""],dp4a:[161,3,1,""],end_profile_intrinsic:[161,3,1,""],erf:[161,3,1,""],exp10:[161,3,1,""],exp2:[161,3,1,""],exp:[161,3,1,""],floor:[161,3,1,""],floordiv:[161,3,1,""],floormod:[161,3,1,""],fmod:[161,3,1,""],get_active_lane_mask:[161,3,1,""],get_vscale_expr:[161,3,1,""],hypot:[161,3,1,""],if_then_else:[161,3,1,""],indexdiv:[161,3,1,""],indexmod:[161,3,1,""],infinity:[161,3,1,""],isfinite:[161,3,1,""],isinf:[161,3,1,""],isnan:[161,3,1,""],isnullptr:[161,3,1,""],layout:[161,3,1,""],ldexp:[161,3,1,""],likely:[161,3,1,""],log10:[161,3,1,""],log1p:[161,3,1,""],log2:[161,3,1,""],log:[161,3,1,""],lookup_param:[161,3,1,""],make_filled_simdgroup_matrix:[161,3,1,""],max:[161,3,1,""],max_value:[161,3,1,""],min:[161,3,1,""],min_value:[161,3,1,""],mma_fill:[161,3,1,""],mma_store:[161,3,1,""],multiply:[161,3,1,""],nearbyint:[161,3,1,""],nextafter:[161,3,1,""],popcount:[161,3,1,""],pow:[161,3,1,""],power:[161,3,1,""],ptx_arrive_barrier:[161,3,1,""],ptx_arrive_barrier_expect_tx:[161,3,1,""],ptx_commit_group:[161,3,1,""],ptx_cp_async:[161,3,1,""],ptx_cp_async_barrier:[161,3,1,""],ptx_cp_async_bulk:[161,3,1,""],ptx_init_barrier_thread_count:[161,3,1,""],ptx_ldmatrix:[161,3,1,""],ptx_mma:[161,3,1,""],ptx_mma_sp:[161,3,1,""],ptx_wait_barrier:[161,3,1,""],ptx_wait_group:[161,3,1,""],q_multiply_shift:[161,3,1,""],q_multiply_shift_per_axis:[161,3,1,""],reinterpret:[161,3,1,""],ret:[161,3,1,""],round:[161,3,1,""],rsqrt:[161,3,1,""],shift_left:[161,3,1,""],shift_right:[161,3,1,""],sigmoid:[161,3,1,""],simdgroup_load:[161,3,1,""],simdgroup_multiply_accumulate:[161,3,1,""],simdgroup_store:[161,3,1,""],sin:[161,3,1,""],sinh:[161,3,1,""],sqrt:[161,3,1,""],start_profile_intrinsic:[161,3,1,""],stmt_functor:[161,0,0,"-"],stmt_list:[161,3,1,""],stmt_seq:[161,3,1,""],subtract:[161,3,1,""],sum:[161,3,1,""],tan:[161,3,1,""],tanh:[161,3,1,""],trace:[161,3,1,""],transform:[161,0,0,"-"],trunc:[161,3,1,""],truncdiv:[161,3,1,""],truncmod:[161,3,1,""],tvm_access_ptr:[161,3,1,""],tvm_bmma_sync:[161,3,1,""],tvm_check_return:[161,3,1,""],tvm_fill_fragment:[161,3,1,""],tvm_load_matrix_sync:[161,3,1,""],tvm_mma_sync:[161,3,1,""],tvm_stack_alloca:[161,3,1,""],tvm_stack_make_array:[161,3,1,""],tvm_stack_make_shape:[161,3,1,""],tvm_store_matrix_sync:[161,3,1,""],tvm_struct_get:[161,3,1,""],tvm_struct_set:[161,3,1,""],tvm_thread_allreduce:[161,3,1,""],tvm_throw_last_error:[161,3,1,""],tvm_tuple:[161,3,1,""],type_annotation:[161,3,1,""],undef:[161,3,1,""],vectorcombine:[161,3,1,""],vectorhigh:[161,3,1,""],vectorlow:[161,3,1,""],vscale:[161,3,1,""]},"tvm.tir.BijectiveLayout":{backward_index:[161,2,1,""],backward_shape:[161,2,1,""],forward_index:[161,2,1,""],forward_shape:[161,2,1,""]},"tvm.tir.BlockDependenceInfo":{get_block_scope:[161,2,1,""],get_sref:[161,2,1,""]},"tvm.tir.BlockScope":{get_deps_by_dst:[161,2,1,""],get_deps_by_src:[161,2,1,""]},"tvm.tir.Buffer":{access_ptr:[161,2,1,""],get_flattened_buffer:[161,2,1,""],offset_of:[161,2,1,""],scope:[161,2,1,""],vload:[161,2,1,""],vstore:[161,2,1,""]},"tvm.tir.IndexMap":{from_func:[161,2,1,""],from_func_with_separators:[161,2,1,""],inverse:[161,2,1,""],is_equivalent_to:[161,2,1,""],map_indices:[161,2,1,""],map_ndarray:[161,2,1,""],map_shape:[161,2,1,""],non_surjective_inverse:[161,2,1,""]},"tvm.tir.Layout":{factor_of:[161,2,1,""],index_of:[161,2,1,""]},"tvm.tir.PrimFunc":{specialize:[161,2,1,""],with_body:[161,2,1,""]},"tvm.tir.Schedule":{add_unit_loop:[161,2,1,""],annotate:[161,2,1,""],bind:[161,2,1,""],blockize:[161,2,1,""],cache_index:[161,2,1,""],cache_inplace:[161,2,1,""],cache_read:[161,2,1,""],cache_write:[161,2,1,""],can_decompose_padding:[161,2,1,""],compute_at:[161,2,1,""],compute_inline:[161,2,1,""],copy:[161,2,1,""],decompose_padding:[161,2,1,""],decompose_reduction:[161,2,1,""],enter_postproc:[161,2,1,""],fork_seed:[161,2,1,""],func_working_on:[161,5,1,""],fuse:[161,2,1,""],get:[161,2,1,""],get_block:[161,2,1,""],get_child_blocks:[161,2,1,""],get_consumers:[161,2,1,""],get_loops:[161,2,1,""],get_output_blocks:[161,2,1,""],get_producers:[161,2,1,""],get_sref:[161,2,1,""],loop_partition:[161,2,1,""],merge:[161,2,1,""],mod:[161,5,1,""],pad_einsum:[161,2,1,""],parallel:[161,2,1,""],reindex:[161,2,1,""],reindex_cache_read:[161,2,1,""],reindex_cache_write:[161,2,1,""],remove_rv:[161,2,1,""],reorder:[161,2,1,""],reorder_block_iter_var:[161,2,1,""],reverse_compute_at:[161,2,1,""],reverse_compute_inline:[161,2,1,""],rfactor:[161,2,1,""],rolling_buffer:[161,2,1,""],sample_categorical:[161,2,1,""],sample_compute_location:[161,2,1,""],sample_partitioned_tile:[161,2,1,""],sample_perfect_tile:[161,2,1,""],seed:[161,2,1,""],set_axis_separator:[161,2,1,""],set_scope:[161,2,1,""],show:[161,2,1,""],split:[161,2,1,""],state:[161,5,1,""],storage_align:[161,2,1,""],tensorize:[161,2,1,""],trace:[161,5,1,""],transform_block_layout:[161,2,1,""],transform_layout:[161,2,1,""],unannotate:[161,2,1,""],unroll:[161,2,1,""],unsafe_hide_buffer_access:[161,2,1,""],unsafe_set_dtype:[161,2,1,""],vectorize:[161,2,1,""],work_on:[161,2,1,""]},"tvm.tir.ScheduleState":{get_block_scope:[161,2,1,""],get_sref:[161,2,1,""],replace:[161,2,1,""]},"tvm.tir.StmtSRef":{inline_mark:[161,2,1,""],parent:[161,5,1,""],root_mark:[161,2,1,""],stmt:[161,5,1,""]},"tvm.tir.TensorIntrin":{get:[161,2,1,""],register:[161,2,1,""]},"tvm.tir.stmt_functor":{ir_transform:[161,3,1,""],post_order_visit:[161,3,1,""],pre_order_visit:[161,3,1,""],renew_defs:[161,3,1,""],substitute:[161,3,1,""]},"tvm.tir.transform":{AnnotateDeviceRegions:[161,3,1,""],AnnotateEntryFunc:[161,3,1,""],Apply:[161,3,1,""],ApplyLayoutTransforms:[161,3,1,""],BF16ComputeLegalize:[161,3,1,""],BF16StorageLegalize:[161,3,1,""],BindTarget:[161,3,1,""],CoProcSync:[161,3,1,""],CombineContextCall:[161,3,1,""],CommonSubexprElimTIR:[161,3,1,""],CompactBufferAllocation:[161,3,1,""],ConvertBlocksToOpaque:[161,3,1,""],ConvertForLoopsToSerial:[161,3,1,""],ConvertSSA:[161,3,1,""],DecorateDeviceScope:[161,3,1,""],DefaultGPUSchedule:[161,3,1,""],ExtractPrimFuncConstants:[161,3,1,""],FP8ComputeLegalize:[161,3,1,""],FP8StorageLegalize:[161,3,1,""],Filter:[161,3,1,""],FlattenBuffer:[161,3,1,""],ForceNarrowIndexToInt32:[161,3,1,""],HoistExpression:[161,3,1,""],HoistIfThenElse:[161,3,1,""],HoistedConditionals:[161,1,1,""],HoistedLetBindings:[161,1,1,""],InferFragment:[161,3,1,""],InjectCopyIntrin:[161,3,1,""],InjectDoubleBuffer:[161,3,1,""],InjectPTXAsyncCopy:[161,3,1,""],InjectPermutedLayout:[161,3,1,""],InjectPrefetch:[161,3,1,""],InjectRollingBuffer:[161,3,1,""],InjectSoftwarePipeline:[161,3,1,""],InjectVirtualThread:[161,3,1,""],InlinePrivateFunctions:[161,3,1,""],InstallDebugSpans:[161,3,1,""],InstrumentBoundCheckers:[161,3,1,""],InstrumentProfileIntrinsics:[161,3,1,""],LegalizePackedCalls:[161,3,1,""],LiftAttrScope:[161,3,1,""],LiftThreadBinding:[161,3,1,""],LoopPartition:[161,3,1,""],LowerAutoCopy:[161,3,1,""],LowerCrossThreadReduction:[161,3,1,""],LowerCustomDatatypes:[161,3,1,""],LowerDeviceKernelLaunch:[161,3,1,""],LowerDeviceStorageAccessInfo:[161,3,1,""],LowerInitBlock:[161,3,1,""],LowerIntrin:[161,3,1,""],LowerMatchBuffer:[161,3,1,""],LowerOpaqueBlock:[161,3,1,""],LowerTVMBuiltin:[161,3,1,""],LowerThreadAllreduce:[161,3,1,""],LowerWarpMemory:[161,3,1,""],MakePackedAPI:[161,3,1,""],MakeUnpackedAPI:[161,3,1,""],ManifestSharedMemoryLocalStage:[161,3,1,""],MergeSharedMemoryAllocations:[161,3,1,""],NarrowDataType:[161,3,1,""],PlanAndUpdateBufferAllocationLocation:[161,3,1,""],PointerValueTypeRewrite:[161,3,1,""],PrimFuncPass:[161,1,1,""],ReduceBranchingThroughOvercompute:[161,3,1,""],RemoveAssume:[161,3,1,""],RemoveNoOp:[161,3,1,""],RemoveStoreUndef:[161,3,1,""],RemoveWeightLayoutRewriteBlock:[161,3,1,""],RenormalizeSplitPattern:[161,3,1,""],RewriteUnsafeSelect:[161,3,1,""],Simplify:[161,3,1,""],SkipAssert:[161,3,1,""],SplitHostDevice:[161,3,1,""],StorageFlatten:[161,3,1,""],StorageRewrite:[161,3,1,""],TextureFlatten:[161,3,1,""],ThreadSync:[161,3,1,""],TransformMmaBufferLayout:[161,3,1,""],UnifyThreadBinding:[161,3,1,""],UnrollLoop:[161,3,1,""],UseAssumeToReduceBranches:[161,3,1,""],VectorizeLoop:[161,3,1,""],VerifyMemory:[161,3,1,""],VerifyVTCMLimit:[161,3,1,""],prim_func_pass:[161,3,1,""]},"tvm.tir.transform.HoistedConditionals":{All:[161,4,1,""],BooleanExpression:[161,4,1,""],IfElseExpr:[161,4,1,""],IfElseStmt:[161,4,1,""],Never:[161,4,1,""],UsingBlockVar:[161,4,1,""]},"tvm.tir.transform.HoistedLetBindings":{All:[161,4,1,""],LetExpr:[161,4,1,""],LetStmt:[161,4,1,""],Never:[161,4,1,""],RequiredByConditional:[161,4,1,""]},"tvm.topi":{image:[162,0,0,"-"],nn:[162,0,0,"-"],sparse:[162,0,0,"-"]},"tvm.topi.image":{affine_grid:[162,3,1,""],can_convert_multiply_to_intdiv:[162,3,1,""],crop_and_resize:[162,3,1,""],dilation2d_nchw:[162,3,1,""],dilation2d_nhwc:[162,3,1,""],get_1d_indices:[162,3,1,""],get_1d_pixel:[162,3,1,""],get_2d_indices:[162,3,1,""],get_2d_pixel:[162,3,1,""],get_3d_indices:[162,3,1,""],get_3d_pixel:[162,3,1,""],get_closest_index:[162,3,1,""],get_inx:[162,3,1,""],get_pad_tuple:[162,3,1,""],grid_sample:[162,3,1,""],nchw_pack_layout:[162,3,1,""],nchw_xc_layout:[162,3,1,""],pad:[162,3,1,""],resize1d:[162,3,1,""],resize2d:[162,3,1,""],resize3d:[162,3,1,""],simplify:[162,3,1,""]},"tvm.topi.nn":{Workload:[162,1,1,""],adaptive_pool1d:[162,3,1,""],adaptive_pool3d:[162,3,1,""],adaptive_pool:[162,3,1,""],add:[162,3,1,""],add_alter_layout:[162,3,1,""],batch_matmul:[162,3,1,""],batch_matmul_legalize:[162,3,1,""],batch_norm:[162,3,1,""],batch_to_space_nd:[162,3,1,""],bias_add_legalize:[162,3,1,""],binarize_pack:[162,3,1,""],binary_dense:[162,3,1,""],bitpack:[162,3,1,""],bitserial_conv2d_legalize:[162,3,1,""],bitserial_conv2d_nchw:[162,3,1,""],bitserial_conv2d_nhwc:[162,3,1,""],bitserial_dense:[162,3,1,""],concatenate:[162,3,1,""],conv1d:[162,3,1,""],conv1d_ncw:[162,3,1,""],conv1d_nwc:[162,3,1,""],conv1d_transpose_ncw:[162,3,1,""],conv2d:[162,3,1,""],conv2d_NCHWc:[162,3,1,""],conv2d_NCHWc_int8:[162,3,1,""],conv2d_alter_layout:[162,3,1,""],conv2d_gemm_weight_transform:[162,3,1,""],conv2d_hwcn:[162,3,1,""],conv2d_infer_layout:[162,3,1,""],conv2d_legalize:[162,3,1,""],conv2d_nchw:[162,3,1,""],conv2d_nhwc:[162,3,1,""],conv2d_transpose_alter_layout:[162,3,1,""],conv2d_transpose_legalize:[162,3,1,""],conv2d_transpose_nchw:[162,3,1,""],conv2d_transpose_nchw_preprocess:[162,3,1,""],conv2d_winograd_nchw:[162,3,1,""],conv2d_winograd_nchw_without_weight_transform:[162,3,1,""],conv2d_winograd_nhwc:[162,3,1,""],conv2d_winograd_nhwc_without_weight_transform:[162,3,1,""],conv2d_winograd_nnpack_weight_transform:[162,3,1,""],conv2d_winograd_weight_transform:[162,3,1,""],conv3d_alter_layout:[162,3,1,""],conv3d_ncdhw:[162,3,1,""],conv3d_ndhwc:[162,3,1,""],conv3d_transpose_legalize:[162,3,1,""],conv3d_transpose_ncdhw:[162,3,1,""],conv3d_transpose_ncdhw_preprocess:[162,3,1,""],conv3d_winograd_weight_transform:[162,3,1,""],conv:[162,3,1,""],correlation_nchw:[162,3,1,""],declaration_conv2d_transpose_impl:[162,3,1,""],declaration_conv3d_transpose_impl:[162,3,1,""],deformable_conv2d_nchw:[162,3,1,""],deformable_conv2d_nhwc:[162,3,1,""],dense:[162,3,1,""],dense_alter_layout:[162,3,1,""],dense_legalize:[162,3,1,""],dense_pack:[162,3,1,""],depth_to_space:[162,3,1,""],depthwise_conv2d_NCHWc:[162,3,1,""],depthwise_conv2d_backward_input_nhwc:[162,3,1,""],depthwise_conv2d_backward_weight_nhwc:[162,3,1,""],depthwise_conv2d_infer_layout:[162,3,1,""],depthwise_conv2d_nchw:[162,3,1,""],depthwise_conv2d_nhwc:[162,3,1,""],dilate:[162,3,1,""],equal_const_int:[162,3,1,""],fast_softmax:[162,3,1,""],fifo_buffer:[162,3,1,""],flatten:[162,3,1,""],get_const_int:[162,3,1,""],get_const_tuple:[162,3,1,""],get_pad_tuple1d:[162,3,1,""],get_pad_tuple3d:[162,3,1,""],get_pad_tuple:[162,3,1,""],get_pad_tuple_generic:[162,3,1,""],global_pool:[162,3,1,""],group_conv1d_ncw:[162,3,1,""],group_conv1d_nwc:[162,3,1,""],group_conv1d_transpose_ncw:[162,3,1,""],group_conv2d_nchw:[162,3,1,""],group_conv2d_nhwc:[162,3,1,""],group_conv2d_transpose_nchw:[162,3,1,""],group_conv3d_transpose_ncdhw:[162,3,1,""],group_norm:[162,3,1,""],instance_norm:[162,3,1,""],layer_norm:[162,3,1,""],layout_transform:[162,3,1,""],leaky_relu:[162,3,1,""],log_softmax:[162,3,1,""],lrn:[162,3,1,""],lstm:[162,3,1,""],matmul:[162,3,1,""],matmul_legalize:[162,3,1,""],mirror_pad:[162,3,1,""],namedtuple:[162,3,1,""],nll_loss:[162,3,1,""],pad:[162,3,1,""],pool1d:[162,3,1,""],pool2d:[162,3,1,""],pool3d:[162,3,1,""],pool_grad:[162,3,1,""],prelu:[162,3,1,""],qnn_conv2d_alter_layout:[162,3,1,""],qnn_dense_alter_layout:[162,3,1,""],qnn_requantize_alter_layout:[162,3,1,""],reduce:[162,3,1,""],relu:[162,3,1,""],rms_norm:[162,3,1,""],scale_shift_nchw:[162,3,1,""],scale_shift_nchwc:[162,3,1,""],scale_shift_nhwc:[162,3,1,""],simplify:[162,3,1,""],simulated_dequantize:[162,3,1,""],simulated_quantize:[162,3,1,""],softmax:[162,3,1,""],softmax_common:[162,3,1,""],space_to_batch_nd:[162,3,1,""],space_to_depth:[162,3,1,""],sparse_add:[162,3,1,""],sparse_conv2d:[162,3,1,""],sparse_dense:[162,3,1,""],sparse_dense_alter_layout:[162,3,1,""],sparse_dense_sp_lhs:[162,3,1,""],sparse_dense_sp_rhs:[162,3,1,""],sparse_transpose:[162,3,1,""],strided_slice:[162,3,1,""],try_get_conv2d_sparse_input:[162,3,1,""],try_get_sparse_input:[162,3,1,""],unpack_NCHWc_to_nchw:[162,3,1,""],upsampling3d:[162,3,1,""],upsampling:[162,3,1,""],winograd_transform_matrices:[162,3,1,""]},"tvm.topi.nn.Workload":{dilation_h:[162,4,1,""],dilation_w:[162,4,1,""],height:[162,4,1,""],in_dtype:[162,4,1,""],in_filter:[162,4,1,""],kernel_h:[162,4,1,""],kernel_w:[162,4,1,""],out_dtype:[162,4,1,""],out_filter:[162,4,1,""],padb:[162,4,1,""],padl:[162,4,1,""],padr:[162,4,1,""],padt:[162,4,1,""],stride_h:[162,4,1,""],stride_w:[162,4,1,""],width:[162,4,1,""]},"tvm.topi.sparse":{csrmm:[162,3,1,""],csrmv:[162,3,1,""],dense:[162,3,1,""]},"tvm.transform":{ApplyPassToFunction:[143,3,1,""],ModulePass:[143,1,1,""],Pass:[143,1,1,""],PassContext:[143,1,1,""],PassInfo:[143,1,1,""],PrintIR:[143,3,1,""],Sequential:[143,1,1,""],module_pass:[143,3,1,""]},"tvm.transform.Pass":{info:[143,5,1,""]},"tvm.transform.PassContext":{current:[143,2,1,""],get_current_trace:[143,2,1,""],get_trace_stack:[143,2,1,""],get_trace_stack_size:[143,2,1,""],get_tuning_api_database:[143,2,1,""],inc_num_evals:[143,2,1,""],list_configs:[143,2,1,""],override_instruments:[143,2,1,""],pop_trace:[143,2,1,""],push_trace:[143,2,1,""],set_num_evals:[143,2,1,""]},tvm:{auto_scheduler:[136,0,0,"-"],autotvm:[137,0,0,"-"],build:[139,3,1,""],contrib:[138,0,0,"-"],driver:[139,0,0,"-"],error:[140,0,0,"-"],instrument:[143,0,0,"-"],ir:[143,0,0,"-"],lower:[139,3,1,""],meta_schedule:[144,0,0,"-"],micro:[145,0,0,"-"],rpc:[157,0,0,"-"],runtime:[158,0,0,"-"],target:[159,0,0,"-"],te:[160,0,0,"-"],tir:[161,0,0,"-"],transform:[143,0,0,"-"]},vta:{Environment:[163,3,1,""],build:[163,3,1,""],build_config:[163,3,1,""],get_env:[163,3,1,""],lower:[163,3,1,""],program_fpga:[163,3,1,""],reconfig_runtime:[163,3,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","function","Python function"],"4":["py","attribute","Python attribute"],"5":["py","property","Python property"],"6":["py","exception","Python exception"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:function","4":"py:attribute","5":"py:property","6":"py:exception"},terms:{"0":[0,1,2,3,6,7,8,10,12,14,15,16,18,20,25,29,30,33,34,35,36,37,42,43,44,45,46,47,48,49,50,52,53,55,58,59,61,62,63,64,65,66,67,68,70,71,72,74,76,77,78,79,82,83,84,85,87,89,90,91,92,93,94,95,97,98,99,100,101,102,104,105,106,107,108,109,110,111,112,113,114,116,117,118,120,122,123,124,125,126,127,128,129,131,132,136,137,138,141,143,145,146,147,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,173,174,177,178,180,182,183,185,186,187,188,189,190,191,192,195,197,198,199,200,201,203],"00":[45,48,52,69,70,74,77,85,89,91,92,93,94,97,99,100,101,109,113,116,126,180,186,187,191,198,202],"000":[111,113,198],"0000":[152,162],"00000":203,"000000000139":111,"000000581781":111,"000000e":[90,123],"000000f":[7,117],"000001":111,"000006":199,"000007":199,"000039":199,"00006":107,"0001":162,"00019":49,"00021":49,"00022":49,"00023":49,"000261":[191,201],"000262":191,"0005":111,"0008":110,"00089283":197,"0009094":197,"00095838":197,"001":[111,154],"00102275":197,"00103331":197,"00106262":197,"00106737":197,"00108751":197,"00110792":197,"00113151":197,"001215":191,"001273":[191,201],"001e":65,"0045":92,"005":[92,97],"00567":154,"006":[92,97,116],"0062":155,"007":77,"008":[74,93,94],"00f":[90,123],"01":[45,46,48,52,69,74,77,85,89,91,93,94,99,102,108,113,116,126,153,156,180,191,198,201],"010":[92,93,94],"011":92,"013":[91,92],"014823":199,"0156":114,"0156233":114,"016":[93,94],"016185":111,"017945":84,"018":[74,87],"01852v1":162,"019091788199999998":190,"019365":[191,201],"019712":191,"02":[2,52,69,77,92,100,101,126,186,191],"020":[92,97],"02025":[151,162],"022":92,"0220606":114,"0221":114,"022572179399999996":190,"0238938114":190,"027":189,"027251829400000004":190,"02935357689919232":199,"03":[69,74,89,99,100,102,107,116,177,186,191],"0304681294":190,"031":[93,94,126],"03186":49,"03189199027572664":199,"03343":49,"034385900526116196":199,"03517094119036667":199,"0355":114,"0355334":114,"036":87,"0364923974":190,"037025":98,"04":[0,52,69,77,91,134,191,201],"044":87,"045":91,"046":91,"0471":114,"04710218":114,"049":[87,92],"05":[69,72,99,100,101,102,113,126,153,154,162,190,191,199,201],"05f":[65,79,197],"06":[69,93,94,99,100,101,102,154,190,191,199],"061":116,"062":92,"06211":[153,162],"063":[92,113],"06434":154,"067":[92,126],"06726539":114,"0673":114,"068":92,"07":[45,46,52,69,93,94,100,113,138,191,192,203],"070144":19,"0704":111,"0713339628":190,"072":[92,126],"073":[93,94],"076":92,"0777881":114,"0778":114,"079":92,"07f9fcad27bdd3233f86fe35a5185d33":[92,94],"07fc7":0,"08":[55,69,91,93,94,99,100,113,191],"08022":153,"083":91,"084":91,"08494":153,"0854":114,"0854187":114,"087":[93,94],"0870118031518342":199,"08f7449d79e570b7274174709e5e5e01":[91,92,93,94],"09":[91,102,191,201],"09078385126800587":0,"09098895746905274":199,"092":85,"0944":66,"0945219038":199,"094522":199,"095502":84,"09685704":114,"0969":114,"099":89,"09m":109,"0_224":[50,71],"0_224_quant":[71,107],"0a680":0,"0bcf718c0e6566bcd6c3b1437a3b6291":92,"0f":[90,91,92,93,94,95],"0f32":95,"0fad1b42d0d33418e0a8d15d3bbad3c9":[92,94],"0ghz":99,"0m":[45,48,69],"0mb":[45,69],"0s":[44,65,72],"0u":[35,65],"0x0":107,"0x00000000":107,"0x0000000060000fb0":107,"0x0000000060002f10":107,"0x0000000061000fb0":107,"0x0000000061025be0":107,"0x0000000061026e60":107,"0x00000002":107,"0x00000003":107,"0x00000004":107,"0x00000006":107,"0x0000000c":107,"0x00000013":107,"0x00000053":107,"0x00000153":107,"0x00000553":107,"0x00001553":107,"0x00005553":107,"0x000interrupt":107,"0x07":111,"0x08":111,"0x0e":111,"0x0f1f0000":107,"0x1127fd60":195,"0x14":111,"0x177d12":25,"0x17ba260":136,"0x1ba2f8":25,"0x1ba35c":25,"0x1c4126":25,"0x20000de8":107,"0x22":111,"0x23":111,"0x2877ac8":136,"0x48":25,"0x48102000":107,"0x61025be0":107,"0x7ab7020":195,"0x7fab4f7a8d12":25,"0x7fab4f7eb2f8":25,"0x7fab4f7eb35c":25,"0x7fab4f7f5126":25,"0x7fab500b8ca8":25,"0x7fcccf4facd0":111,"0x7fccded370d0":122,"0xffff0022":107,"1":[0,4,5,6,8,11,12,13,15,16,19,20,23,24,25,26,29,30,35,37,42,43,44,45,46,47,48,49,50,53,55,58,59,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,99,100,101,102,103,104,105,106,107,108,109,110,111,113,114,117,118,120,122,123,124,125,127,128,129,132,136,137,138,139,141,143,144,145,147,150,151,152,153,154,155,156,157,158,159,160,161,162,164,166,167,168,169,170,174,177,178,182,183,185,188,189,190,191,192,195,197,200,201,203],"10":[0,6,7,12,14,20,29,35,45,46,59,63,64,65,66,68,69,72,74,79,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,110,111,113,114,117,120,124,125,132,136,137,141,143,149,152,154,155,156,158,160,161,162,166,167,168,169,170,189,190,191,192,195,197,199,201,202],"100":[35,45,48,65,69,70,71,84,98,100,102,105,106,109,112,136,137,141,153,154,158,161,162,164,167,177,190,191,195,199,201],"1000":[42,44,45,47,48,65,66,67,68,70,72,79,90,91,92,93,94,95,98,99,100,101,102,106,107,109,111,114,154,178,189,190,191,195,197,201],"10000":[91,99,101,178,195,202],"1001":[50,93,94,100,107],"100352":[117,195],"100576":117,"100646912":65,"1008":49,"100800":117,"101":[65,87,105],"101024":117,"101248":117,"101472":117,"101696":117,"101920":117,"102":[65,71],"1024":[3,37,53,58,64,65,67,72,83,84,90,91,93,94,95,98,106,109,118,120,124,128,185,188,189,192,195,199,201],"1024x1024":189,"1026958877":199,"102696":199,"102924288":65,"102967424":65,"103":[65,100],"1036":49,"104":[65,66,67,68],"104454":84,"10454400":98,"104623":2,"1048576":[84,185,189,199],"104m":69,"105":65,"1050":101,"1054":[93,94],"10556":114,"1056":100,"10578048":178,"1059":101,"106":[65,202],"107":65,"1070":72,"1076":100,"108":[65,71,117],"1080":100,"1080ti":[100,159],"1082":111,"1084":100,"1088":[90,100],"1089714":114,"109":[0,65,71,91,117],"1090":114,"1097":92,"1097323f3970e5c881ad3a0028ca79cb":92,"10b8215aaf2e14d47d40b4093e6f41a0":92,"10x10":190,"11":[2,7,29,45,56,62,65,67,79,89,90,91,92,93,94,99,100,101,102,106,113,117,122,123,134,152,154,156,162,166,167,168,190,191,195,197,201],"110":[65,71,117],"110592":90,"1107265664":199,"110727":199,"111":[43,65,191],"1111":99,"1112":191,"1114":111,"112":[0,65,79,91,92,93,94,117,195,197],"1120":117,"1122":101,"1125":100,"112m":69,"113":[43,65,91,92,93,94,112,202],"1131":[93,94],"113254":199,"1132544879":199,"11327":20,"1136":92,"113895":84,"114":[46,65],"1141":100,"1144":183,"114659":84,"114688":183,"115":[46,65,92,201],"1152":[90,183],"115200":106,"116":65,"1166":101,"117":[65,66,67,68],"1179648":[83,183],"118":[65,87],"1181":107,"1184":100,"119":[65,87,93,94],"1190":201,"1196":94,"12":[0,4,7,36,61,65,66,67,68,70,72,79,83,90,91,92,93,94,99,100,101,102,107,109,117,152,156,161,162,177,191,195,197,198,201,202],"120":[65,112,152],"1209":[69,70],"120m":69,"121":[65,112,154],"1216":90,"12190":29,"122":[65,70,92,126],"12230":19,"12288":83,"122m":111,"123":[65,66,67,68],"1234":19,"12369":19,"123m":111,"124":65,"12436":2,"125":65,"12544":[91,117,183],"126":[65,117],"127":[43,53,55,64,65,66,91,93,99,100,101,117,145,161,183,185],"1272":100,"1275086":190,"128":[16,63,65,72,76,79,90,91,92,93,94,95,101,106,112,117,120,123,137,153,154,159,160,161,182,183,185,188,189,190,195,197],"1280":90,"12845056":83,"128m":69,"128x128":[83,111],"129":[65,161],"12v":177,"12x":71,"13":[0,7,48,50,52,64,65,67,68,69,70,79,87,90,91,92,93,94,99,100,101,117,152,153,154,156,162,191,195,197,201,202],"130":[65,92,177,191,201],"131":[19,65],"131072":[83,117],"13144":111,"131m":111,"132":[65,161],"13296":92,"132m":69,"133":[65,91],"134":[65,161],"1344":[90,91,100,117],"135":65,"1357":102,"136":[65,91],"137":[65,77],"137m":69,"138":65,"1381":100,"139":65,"1391":100,"13t13":203,"14":[48,55,56,65,66,69,79,82,83,89,90,91,92,93,94,99,100,101,102,106,111,117,138,147,152,153,156,159,161,162,183,190,191,195,197,201,203],"140":[65,114,161],"1408":90,"1409":154,"141":65,"142":[65,177],"1428":201,"142mhz":177,"143":[65,87,92],"14300":29,"1433":114,"144":[65,117,161,183],"1449":92,"144m":69,"145":[65,92,117,192],"146":[65,117,191],"147":65,"1472":90,"147456":90,"148":65,"149":[65,87,93,94],"15":[2,14,45,64,65,66,69,79,83,84,90,91,92,93,94,99,100,101,102,104,105,107,108,110,112,117,123,136,147,152,156,161,162,183,191,197,201],"150":[65,93,94,100,137,177,195],"1500":[98,99,191],"1502":162,"15024128":65,"150528":[117,195],"1506":[151,162],"150752":117,"150976":117,"150m":69,"151":[65,93,94],"1511":154,"1512":154,"151200":117,"151424":117,"151648":117,"151872":117,"152":65,"152096":117,"1526":92,"153":[65,191],"1536":[83,90,91],"154":[65,87],"1549":101,"154m":69,"155":[65,93,94],"1552":111,"1554":2,"1556":154,"156":[65,191],"1568":[117,183],"157":[65,69,93,94,111,113],"1572282699":0,"157351936":183,"158":[65,87],"158m":69,"159":[65,69,93,94],"1598":102,"16":[0,4,7,14,48,62,63,65,69,70,71,76,79,83,87,89,90,91,92,93,94,95,99,100,101,102,107,111,114,117,118,123,128,134,137,152,154,155,156,161,162,173,178,182,183,185,188,190,191,195,197,198,199,201],"160":[65,87],"1600":90,"1602":100,"1605632":83,"1607":153,"161":[65,154],"161m":69,"162":[65,68,99,117,192],"163":[65,87,117],"16384":[16,83,161,185,189],"164":[65,117],"165":[65,72],"1658":102,"166":[65,93,94],"1664":90,"166m":69,"167":[65,177],"16769024":65,"168":[65,67,177,178,182,183,185,188],"1680":92,"1684":102,"169":[43,65,154],"1694":92,"16x":9,"16x16":182,"16x16x16":83,"16x64":128,"17":[0,65,69,79,90,91,92,93,94,99,100,101,111,113,117,132,152,191,197,201],"170":[65,93,94],"1703":[153,162],"170m":69,"171":65,"172":[65,191],"1722005225":190,"1722005226":190,"1722005230":190,"1722005231":190,"1722005232":190,"1722005233":190,"1722005234":190,"1722005239":190,"1728":90,"173":65,"1734":102,"1739":66,"174":65,"1745":102,"175":[65,87],"1754":114,"17540497":114,"1755":102,"17558016":178,"1759u":79,"176":[65,93,94],"1763":92,"177":[65,93,94,191],"177475":2,"177534":2,"177549":2,"178":65,"179":[65,87,105,113],"1792":[90,183],"18":[0,8,45,59,64,65,69,74,79,84,87,90,91,92,93,94,99,100,101,102,117,132,138,152,154,177,183,190,191,197,199,201,202],"180":[65,117],"1803":153,"181":65,"1819u":79,"182":[65,102],"1829":94,"183":65,"1832":92,"184":[65,87],"184320":90,"185":[65,111,191,198,201],"1856":90,"186":[65,178],"187":65,"1874":92,"188":[65,105],"189":[65,93,94],"189993":2,"18_graph_opt":102,"18x":199,"19":[4,48,65,66,69,79,87,89,90,91,92,93,94,99,101,102,107,109,117,154,162,190,191,197,201],"190":[25,65],"190027":2,"191":65,"1912":102,"192":[65,67,90,91,92,93,94,111,177,178,182,183,185,188,191,201],"1920":90,"19260":91,"1927":102,"193":[45,65,201],"1933":92,"194":[65,91,191],"194410":2,"194440":2,"1949":64,"195":65,"1955":102,"196":[65,83,91,92,183],"197":[65,191],"198":[65,191],"1984":90,"199":[65,93,94],"1995":[100,111],"19992":91,"1_0602_1208_lin64":177,"1_nchw1c":2,"1d":[50,138,151,152,153,161,162],"1e":[84,90,95,98,114,117,120,123,128,153,154,162,169,189,190,195,197,199],"1e3":[82,83],"1f":[92,94,147],"1i64":65,"1m":[48,69],"1mb":69,"1s":[44,65],"1st":64,"1x1":[55,72],"2":[5,6,10,12,13,15,16,19,23,24,25,26,29,30,34,35,37,42,43,44,45,46,47,48,50,53,55,56,59,63,64,65,66,67,68,69,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,99,100,101,102,103,104,105,106,107,108,109,111,112,113,114,117,118,123,124,125,128,129,132,136,137,138,139,143,144,147,150,151,152,153,154,155,156,157,159,160,161,162,164,166,167,168,170,174,177,178,182,183,185,188,189,191,195,197,200,201],"20":[2,4,7,12,35,45,59,65,69,79,90,91,92,93,94,98,100,101,102,104,105,110,111,117,145,152,155,177,185,191,197,199,201],"200":[65,84,87,91,92,93,94,111,177],"2000":[100,102],"20000":[91,92,93,94],"2004":2,"200k":15,"200mhz":177,"201":[65,154],"2014":[106,153,154,162],"2015":[84,154,166],"2016":[153,154],"2017":[111,177],"2018":[171,174],"2019":[36,107,132],"20191123003411":0,"202":[65,85,87,191],"2020":[138,171,177],"2021":[16,107,171],"2022":[171,203],"20221208":19,"2023":[45,46],"2026":92,"203":[65,191],"2036":92,"204":[65,191],"2048":[65,83,90,94,189],"205":[65,191],"206":[65,191],"207":[65,191],"208":[48,64,65,67,68,69,70],"209":[65,186],"21":[65,69,70,79,87,90,91,92,93,94,99,107,117,152,191,197,201],"210":[65,191],"210201":83,"211":65,"2112":[90,91],"212":65,"2128":102,"2129":100,"213":65,"213108":2,"214":[65,70],"2147483647":93,"2147483648":129,"215":[65,93,94,102],"216":[65,195],"2168":92,"217":[64,65],"2176":90,"218":[65,87],"219":[65,191,201],"219k":111,"22":[45,65,69,70,79,90,92,93,94,97,99,101,117,152,162,167,191,197,201],"220":[65,93,94,98],"220115":199,"2201153585":199,"221":65,"221184":90,"222":[65,169,191],"2227":92,"223":[48,64,65,67,68,69,70],"2237":92,"224":[2,42,44,45,46,47,48,50,56,62,64,65,66,67,68,70,71,79,91,92,93,94,99,100,101,102,107,109,117,154,169,183,191,195,197,201],"2240":90,"224x224":[46,107,111,191,201],"225":[45,47,48,64,65,70,91,93,109,117,191,201],"226":[65,195],"2265":2,"227":[43,65,92,94,191],"2271":102,"2273":102,"2277":92,"2279":102,"228":65,"229":[45,47,48,64,65,70,109,191,201],"2295":102,"22___x5u76h0p":203,"22ff38dff":19,"23":[63,65,69,79,90,91,92,93,94,99,101,105,107,113,117,178,190,191,197,201],"230":[65,102],"2304":[90,183],"231":[65,93,94],"232":65,"2325":100,"233":65,"234":65,"23412736":65,"2346":92,"235":[65,93,94,120],"2359296":90,"236":65,"2368":90,"237":[65,93,94],"238":65,"2383":100,"239":65,"23gb":177,"24":[2,29,45,48,65,66,69,79,90,91,92,93,94,99,100,102,117,152,191,195,197,201,202],"240":[65,74,100,183,202],"241":65,"242":65,"243":65,"2432":90,"2435":102,"244":65,"245":65,"24598u":79,"246":65,"24659u":79,"247":65,"24795u":79,"248":65,"24883u":79,"249":65,"2496":90,"2497":102,"25":[2,45,65,69,70,79,90,93,94,99,100,101,102,111,117,136,190,191,195,197,198,201,202],"250":[65,69,111],"25088":[90,183],"251":[65,93,94],"25157632":65,"252":[65,102],"25218":2,"253":65,"2532":111,"254":65,"25462784":178,"255":[46,50,61,65,69,111,124,191,201],"2557102932":190,"2557349872":190,"25577781e50c611c2e45e73c1cb3a6ca":92,"256":[45,47,48,64,65,70,79,82,83,84,90,91,92,93,94,95,106,107,109,111,117,124,127,158,161,182,183,185,189,190,197,199],"2560":90,"25690112":83,"257":65,"258":65,"258048":90,"259":65,"25m":48,"26":[45,65,69,72,79,90,93,94,101,117,191,197,201,202,203],"260":65,"261":[65,126],"262":[65,77,99],"262144":[185,195],"2624":90,"263":65,"264":65,"26417u":79,"26426u":79,"265":65,"26555u":79,"26564u":79,"266":[65,93,94],"2665":102,"2666":102,"2668524":190,"267":65,"268":[65,93,94],"2688":90,"269":[65,105],"27":[16,65,69,79,90,91,93,94,99,117,152,162,178,191,197,201],"270":[65,87],"2708":114,"271":65,"272":65,"2720":102,"273":65,"2732":66,"274":[47,52,65],"275":65,"2752":90,"276":65,"277":[64,65],"278":[65,87],"2789":100,"279":65,"28":[2,45,52,53,61,65,69,74,79,87,90,91,92,93,94,100,117,152,154,160,169,191,197,201],"280":65,"280188":199,"2801880437":199,"281":[45,48,64,65],"2816":90,"282":[42,47,64,65,109],"283":[50,65],"285":[44,64],"287":64,"2877":114,"2877355":114,"288":87,"2880":90,"28818":190,"29":[45,63,65,69,72,79,85,90,91,92,93,94,101,109,113,114,117,191,197,202],"2905":100,"2909":114,"2909307":114,"2925298":190,"29299493940000004":199,"292995":199,"2944":90,"294800":84,"294912":[90,183],"295":91,"297":87,"298":69,"299":[49,69,71,91,92,93,94,99,100,101,102,154],"2beb39e9afe4c74822fffbcbb8533595":94,"2d":[7,33,64,83,99,100,101,102,138,151,152,153,161,162,174,177,181,182,184,185,186,188,191],"2d10de6646307f0e3e5cf4b31c20e69b":[92,94],"2e":[79,197],"2f":[78,178],"2fm":178,"2k":153,"2m":[45,70],"2mb":[45,48,69,70,109],"2nd":[35,64],"2pi":110,"2s":65,"2x1":111,"2x128x128":83,"2x2":[55,153,162],"2x2x2":153,"2x4":83,"3":[0,2,4,6,8,12,13,15,16,20,23,24,25,26,29,30,35,42,43,44,45,46,47,48,49,50,53,55,56,59,62,63,64,65,66,67,68,69,70,72,73,74,76,78,79,82,83,84,87,90,91,92,93,94,98,99,100,101,102,103,105,106,107,108,109,110,111,112,113,114,117,118,123,127,128,129,132,136,137,147,150,151,152,153,154,155,156,159,160,161,162,164,166,168,169,173,174,178,182,183,185,188,189,190,191,195,197,200,201,203],"30":[52,53,63,65,69,74,79,90,91,92,100,101,111,117,177,191,197,201],"300":[69,90,92,107],"3000":191,"3008":90,"3009":102,"300_etho":107,"300k":57,"301":87,"30387":49,"304":101,"305":101,"305533":84,"3060808fc5c74e18b1276729071fbae0":94,"3072":[72,83,90,189],"308":[191,201],"30m":[69,70,100],"31":[65,69,70,79,90,91,92,99,100,101,117,123,124,125,144,152,162,177,190,191,195,197,198,201],"310":[87,109],"3112":92,"3136":[91,117,183],"314":109,"314732":190,"315839767456055":190,"316":43,"318":52,"32":[1,35,45,48,53,65,67,69,72,79,83,84,90,91,93,95,98,99,106,111,117,123,124,125,127,128,137,150,152,160,161,169,170,174,178,182,188,189,190,191,192,195,197,199,201,203],"320":[90,92,93,94],"321":87,"3211264":83,"3221":114,"3221247":114,"3222474818":190,"3225":114,"32251418":114,"325":99,"325e":192,"327":87,"3274":102,"32768":[67,84,128,199],"328":111,"32923648":65,"32bit":53,"32kb":84,"32t":[99,100,101],"32x32":84,"33":[45,65,69,79,85,90,91,95,99,100,102,111,117,162,191,197,201],"331":198,"331776":90,"332":91,"333":[89,94],"335":116,"33546240":65,"338":91,"33805236":114,"3381":114,"339":[105,126],"33909":49,"3396224":178,"33m":45,"34":[45,49,52,65,69,79,90,91,101,102,116,117,162,191,197,201],"340":[93,94],"341":71,"342572927474976":190,"343":[90,105],"345":[67,68,69,178],"347":91,"3487":100,"349":[71,91,198],"34m":70,"35":[65,70,74,79,90,99,101,117,191,197],"356378":191,"356379":191,"3570":100,"358":[93,94],"3581":100,"3597":71,"36":[65,69,79,90,99,100,101,117,189,190,191,197,198,202],"360":[87,102],"365":[99,191],"367":187,"367179":[191,201],"367181":[191,201],"36864":[90,183],"368640":90,"37":[45,65,66,69,79,89,90,91,93,94,99,117,152,162,190,191,197,201],"3718":102,"372":[99,102],"375":[66,67,68],"377":191,"38":[45,48,65,69,79,90,91,101,117,191,195,197,202],"380":87,"381":201,"384":[90,91,92],"38552500208b25b4035682b0e93cbce3":94,"386":[71,87],"3869":102,"387":71,"389":69,"38f":[92,94],"39":[48,65,69,79,87,90,91,92,99,100,101,191,197],"390":52,"391":91,"3912":69,"392":90,"3925":100,"393216":83,"394":105,"395":[66,67,68],"396":187,"3989":102,"3990":64,"3992":[93,94],"3994":64,"3999":64,"3a":177,"3aissu":19,"3b":[99,101,159,192],"3d":[138,151,152,153,162],"3f":[78,90,95,189],"3m":[45,48,69],"3mb":[45,48,69],"3rdparti":[173,174,177,178,182,183,185],"3x":46,"3x3":[55,153,162],"3x3x3":153,"4":[0,2,5,13,15,16,34,35,43,44,48,53,55,59,63,64,65,66,69,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,103,107,108,112,113,117,118,122,123,125,132,136,137,138,147,150,151,152,153,154,155,156,158,159,160,161,162,164,166,167,168,174,177,178,182,183,185,188,189,190,191,195,197,200,201,202],"40":[43,52,65,69,79,89,90,91,92,93,94,100,101,111,113,116,152,161,191,197],"400":[98,102],"4000":[108,191],"4009":155,"40189952":65,"4028234663852886e":195,"40282e":[92,94],"403":[93,94],"405504":90,"406":[45,47,48,64,70,99,109,191,201],"407":52,"407558":2,"407600":2,"408":158,"4090":100,"4093":100,"4096":[83,84,95,104,105,110,182,183,185,189,199],"409874":2,"409905":2,"40b1cf1fd37b0ef111b3cc0247302508":92,"41":[45,52,53,65,79,90,152,162,191,197],"414":102,"414211":84,"415":126,"4176":64,"419":66,"41934848":65,"42":[48,65,69,79,90,101,191,197,201],"4206042":190,"421":101,"4227254390716553":190,"426048":82,"426053524017334":190,"4264":64,"4286":100,"42m":109,"43":[2,65,79,90,91,92,101,111,152,191,197,198,201],"43004820081924":0,"4309":114,"43092003":114,"434":[93,94],"4355":71,"4375":2,"44":[2,45,48,65,69,79,90,92,100,197,201],"440":195,"441":195,"442":195,"442368":90,"443":195,"444":195,"4443792":110,"4444907":114,"4445":114,"445":[114,195],"446":[87,100,195,197],"447":[43,102,195],"448":[87,90,91,92,93,94,99,117,195],"449":[101,195],"4494":70,"45":[43,48,52,65,79,90,99,100,101,102,111,178,191,197,198],"450":[101,158,195],"451584":183,"452":0,"456":[45,47,48,64,70,109,191,201],"4585":70,"4591":114,"4591298":114,"46":[19,65,69,72,79,90,99,101,191,197],"460":52,"4608":90,"461":105,"4636":100,"464":186,"465":[66,99],"469":102,"47":[48,65,70,79,90,92,93,94,99,191,197,201,202],"471":[43,191],"4724":107,"4770hq":84,"479":201,"479232":90,"48":[0,45,65,69,79,90,101,107,117,191,195,197,201,202],"480":[0,99,100],"481":102,"482":91,"4828613014821268":191,"485":[45,47,48,64,70,109,191,201],"48578560":65,"487":[102,191],"4881":66,"4899":100,"49":[65,66,79,90,91,92,94,104,137,191,197],"4909":100,"491":201,"4912":100,"49152":67,"4916":95,"492":191,"494":87,"4992":92,"4af5640cbcabd364154463f55de7967a":91,"4b":91,"4d":[138,182,183,185,188],"4d0b62f3d01426887599d4f7ede23ee5":[42,44,47,66,67,68,70],"4g":63,"4gb":[63,91],"4kb":[84,199],"4m":69,"4mb":[69,70,109],"4s":65,"4th":35,"4x2":83,"4x4":[83,153,162],"4x4x4":[83,153],"4x4x8":137,"5":[0,1,2,7,11,34,35,36,43,45,48,49,59,62,63,64,65,66,69,71,72,78,79,84,90,91,92,93,94,98,99,100,101,102,103,104,105,106,107,108,109,110,112,113,114,117,120,125,132,136,137,141,143,147,151,152,153,154,156,157,161,162,164,166,168,169,170,177,178,183,189,190,191,195,197,200,201],"50":[44,64,65,72,74,79,84,90,91,92,93,94,99,100,101,102,106,111,125,137,152,154,191,197,201,202],"500":[90,91,92,93,94,95,114,137,189],"5000":[64,107,111,152,162],"5001":[64,107],"5002":[64,107],"5003":[64,107],"5004":64,"5007":100,"50176":[117,183,195],"501760":195,"50192":195,"50208":195,"50224":195,"5024":178,"50240":195,"50256":195,"50272":195,"50323456":65,"50400":117,"506":74,"50624":117,"508":102,"50848":117,"50x":154,"51":[65,69,74,79,90,99,191,197,201],"5100":64,"5105896":114,"5106":114,"51072":117,"512":[29,55,65,79,82,83,90,91,92,93,94,95,98,102,106,108,117,123,128,189,190,191,195,197,199],"51263182d16c92649a48144ba56c0945f9fce60":108,"51296":117,"512x512":190,"513":87,"514":[191,201],"514535":2,"514567":2,"51520":117,"516":191,"516096":90,"516582":2,"516628":2,"517":[69,74],"51744":117,"519":191,"52":[2,65,66,69,79,90,99,100,101,191,197,201],"522":[93,94,102],"524288":128,"5247965":190,"527":52,"529":201,"52ea56a3ba2b8548ac83748ee8a69093":91,"53":[0,65,69,79,82,90,91,100,191,197,201],"530":66,"533":43,"534":[100,201],"5340":172,"537":49,"538":191,"54":[45,48,65,74,78,79,90,117,191,197,202],"541":100,"541856":2,"541893":2,"543452":2,"544":[99,101],"545":[93,94,101],"5452063387380295":191,"546":[49,52],"548":87,"55":[2,65,74,79,90,91,92,93,94,98,107,117,191,197,201],"550":113,"552960":90,"55585999993491e":199,"558":191,"559":201,"5599":114,"5599416":114,"55m":69,"56":[1,2,65,78,79,90,91,92,93,94,100,117,191,195,197,198,201,202],"560":[43,178],"561168":114,"5612":114,"563":99,"564":[87,99],"565":87,"569":87,"56967168":65,"56da86c7b2bc22e4d100fe5b39dce716":91,"57":[2,65,66,67,68,69,79,90,91,92,93,94,99,191,197,201],"570":87,"57344":83,"575":87,"576":[90,91,99,102],"577":43,"58":[2,65,66,67,68,79,90,190,191,197,201],"581":191,"582":[93,94,101],"583":87,"58394":49,"5856":66,"587":[87,92,191],"58712064":65,"589824":[90,183],"59":[65,79,90,99,100,191,197,201],"596b27d23537e5a1b5751d2b0481ef172f58b539":[42,44,47,66,67,68,70],"597":[93,94],"598":102,"5981":152,"5994124412536621":190,"5_0":66,"5_224":66,"5bci":19,"5d":19,"5eb24e3b019f84200645bd001e9caae9":154,"5f":49,"5gb":177,"5k":111,"5m":[45,48,69],"5mb":[45,69],"5x":72,"5x5":[55,190],"6":[0,1,2,7,19,29,35,43,45,48,62,65,69,70,72,78,79,87,90,91,92,93,94,95,98,99,100,101,102,103,104,107,109,113,117,122,137,138,151,152,156,161,162,166,168,177,183,190,191,195,197,200,201],"60":[45,64,65,66,79,84,90,100,101,102,117,190,191,197,201],"600":[63,64,87,100],"600k":[15,57],"601":100,"602":99,"605":[93,94],"6065995ec7d6d6ae2eae7d4e874e8441":91,"607":191,"6071821":114,"6072":114,"608":[87,99,100,101],"608x608":43,"61":[2,65,69,79,90,109,191,197,201],"6102e":199,"610550":[191,201],"610553":[191,201],"611":101,"61243996000303":191,"614":201,"61440":83,"61481":49,"6184821128845215":190,"62":[2,65,69,79,90,92,101,191,197],"620449":190,"621":[93,94],"621103":191,"621104":191,"624":191,"625":[177,195],"627":92,"6272":90,"63":[65,79,90,93,94,102,125,191,197,201],"632":191,"635":99,"636":87,"64":[0,1,2,16,37,59,63,65,72,78,79,82,84,90,91,92,93,94,101,111,117,122,125,128,134,136,137,144,153,154,161,185,188,190,191,195,197,199,201],"640":[90,101],"642":201,"6422528":83,"6436":71,"644":87,"6442":114,"64420664":114,"6443":71,"645":201,"648":[102,201],"64b7ce5264a64cb340d78b444b0325e6":92,"64bit":[36,53,91],"64kb":173,"64x32":83,"64x64":111,"65":[45,65,79,90,99,101,191,197,201],"650":[93,94],"652":[93,94],"65348685":114,"6535":114,"65355776":65,"655":87,"65535":123,"65536":[128,182,183,195],"6558":94,"657935380935669":190,"659":[189,198],"66":[45,65,69,79,90,99,100,161,191,197,201],"660":87,"66074b860f905295aab5a842be57f37d":0,"662":[93,94],"6635520":65,"664":[93,94],"6666":145,"669":[109,113],"6690":71,"67":[45,65,66,72,79,90,99,102,191,197,201],"670":101,"6710":64,"67100672":65,"672":[46,99,101,102,117],"672x672":46,"673":201,"675":[87,191],"678":126,"68":[45,65,79,90,101,191,197,201],"681":87,"6844":136,"6847":114,"6847217":114,"686":[91,93,94],"689":[43,93,94],"69":[45,65,70,79,90,92,100,102,191,197,201],"69296128":65,"693":[105,126],"69391815000176":191,"698":87,"6c4f6234946e16bcf9e48bdf289f9200":92,"6d012ba18a086c11ee2b85c7324e16f2":[92,94],"6d2a3ff0fc84a990f7c7fc00e597955f":91,"6d628209072e3e3dd8f49359935acea6":[93,94],"6m":[48,70],"6mb":[45,48,69,70],"6n":177,"6x":99,"7":[0,20,29,36,45,47,48,55,56,62,63,65,66,69,78,79,83,90,91,92,93,94,98,99,100,101,102,103,105,113,114,117,132,137,138,152,153,155,156,161,162,178,183,190,191,195,197,200,201,202],"70":[45,65,79,90,93,94,101,191,197,201],"700":123,"7000":177,"701":191,"702":100,"704":[90,91,100,101],"705":94,"706":94,"7072502899978":191,"708":[89,94,101,191],"71":[65,69,79,90,93,94,101,191,197,201],"713":94,"72":[29,48,65,69,79,90,117,183,191,197],"720":152,"7216":46,"724":[99,105],"727":201,"73":[65,79,92,93,94,100,101,117,191,197,201],"731":[64,74],"7321":162,"7340":114,"7340033":114,"7352":70,"736":[99,100,101,191],"73728":90,"73744384":65,"738":87,"739":[91,191],"74":[65,79,101,102,117,191,197,201],"743":89,"744":186,"745":100,"746":113,"747":[91,101],"749":[100,198],"7493293285369873":190,"75":[48,65,69,72,79,101,102,153,162,191,195,197,201],"750":195,"751":101,"754":[52,74],"7542":114,"7542034":114,"75489280":65,"756":201,"759":91,"76":[65,79,99,100,190,191,197,201],"761":191,"762":[113,187],"765":[191,198],"766":[111,201],"768":[72,90,91,100,102,183],"7680":91,"769":202,"76afb7bf408a1ffa0b8b7bc09d077dc3":94,"77":[2,45,65,68,79,99,191,192,197],"7713876":114,"7714":114,"774":[93,94],"776":191,"777":91,"7798":64,"78":[65,69,79,91,92,100,102,177,191,197],"784":[91,102,183],"79":[65,79,102,190,191,197],"799":191,"7c2a4f1f432f81c44985590780dfb52d":92,"7d79c516e212fe1d73f5dbb90eaca2cf":[91,92,93,94],"7f3fee61bc3c2604395f5d343b840b7c":92,"7m":[48,69],"7mb":69,"7n":177,"8":[0,2,7,36,43,45,48,59,61,63,64,65,66,67,68,69,70,71,72,76,79,82,83,87,90,91,92,93,94,95,99,100,101,102,103,106,107,109,111,113,114,117,118,123,127,132,137,138,146,150,152,153,156,161,162,169,173,174,177,178,182,183,185,189,190,191,195,197,200,201],"80":[25,65,66,79,93,94,99,100,161,191,195,197,201],"800":[91,93,94,99,100,101,191,201],"8000":102,"802816":[83,117],"803":100,"806":74,"81":[65,69,79,99,100,190,197],"814":116,"8144":111,"81556547":114,"8156":114,"8192":[65,83,189],"819363":114,"8194":114,"82":[65,79,191,197,202],"820":66,"82124800":65,"8224871158599854":190,"825":105,"827":89,"83":[25,43,65,66,72,79,99,100,101,190,191,197,201],"832":[87,90,198],"835":105,"837200000000001e":199,"8380416":65,"8385":114,"8385232":114,"83877888":65,"84":[65,79,91,93,94,100,191,197],"841":105,"8444":114,"84443563":114,"845":91,"847":[178,180],"849056":178,"85":[65,69,72,79,87,99,101,190,191,197,201,202],"851":201,"8517829":114,"8518":114,"855753478575763":199,"858079195022583":190,"86":[48,65,69,79,92,93,94,101,191,197],"8602607":114,"8603":114,"861":87,"8617175":190,"862":[93,94,100],"8630":114,"8630226":114,"864":[99,100,101],"86503e":199,"8660":162,"868":[77,93,94],"869":198,"87":[65,70,79,91,99,100,197],"88":[65,69,79,92,93,94,101,191,197,201],"884":91,"888":89,"8888":131,"889":[89,92],"88a2e34d300a6ccfcf0228f0b90f13ec":93,"89":[65,79,100,190,191,197,201,202],"8903789891879869":199,"894":97,"895534682007203":199,"896":[43,52,90,91,117],"899":101,"8c53ca2904398da2889aa7508082d7bb":[91,92,93,94],"8k":111,"8m":69,"8mb":[45,48,69,70],"8x8":82,"9":[2,29,65,70,79,90,91,92,93,94,98,99,100,101,102,103,113,117,123,125,132,152,156,158,161,162,177,183,190,191,195,197,201],"90":[65,69,70,92,100,101,111,117,191],"900":92,"903":100,"9031":70,"905":105,"90521600":65,"907":116,"9090":[36,55,68,192,202],"9091":[36,67,157,177,178,182,183,185,188],"91":[65,69,70,100,102,117,191],"912":85,"9127":111,"913":105,"9190":[36,53,64,65,66,91,93,99,100,101,137],"9191":36,"9199":157,"92":[45,65,66,93,94,100,117,191,201],"9218":94,"922":198,"9226372":190,"92266496":65,"9233":111,"925":105,"9259":94,"9266":43,"928":[99,101],"929":100,"93":[65,69,79,105,189,191,201],"930":97,"935":52,"936":74,"93672b029103648953c4e5ad3ac3aadf346a4cdc":46,"9379":70,"938":92,"94":[65,100,101,191,201],"9408":[117,183],"943":100,"9456":111,"947":[93,94],"95":[48,65,69,72,102,191],"953":201,"953m":44,"954":[93,94],"96":[65,69,100,101,102,106,177,191,195],"960":[90,100,101,191,201],"9600":111,"9603":111,"96128":178,"9619":111,"965":[70,74],"96x96":111,"96x96x3":106,"97":[65,79,91,99,101,102,105,190,191,201],"972":[191,201],"9732":111,"976":191,"977":85,"979":92,"98":[65,69,90,92,100,101,105,111,183,191],"980":[191,201],"9831":95,"986":[93,94],"988":87,"98910208":65,"98cde4888c94ec7beaa9972f806856d0":93,"99":[65,79,92,101,105,122,131,164,177,178,182,183,185,188,191,202],"99155584999653":191,"992":[92,100,101],"994":43,"995":87,"9984":43,"999":[92,201],"9m":69,"9mb":[48,69],"9th":183,"9u":79,"\u03c3i":152,"abstract":[9,15,18,21,25,40,53,56,76,84,119,138,143,144,148,152,155,170,195,199,200],"boolean":[12,16,69,136,137,143,147,152,153,155,156,157,160,161,162,167],"break":[1,6,9,19,34,69,84,111,128,155,183,185],"byte":[2,11,16,18,62,84,106,107,108,111,136,137,141,143,145,152,157,158,159,161,162,173],"case":[1,3,4,6,7,9,10,11,13,14,15,18,19,20,21,22,23,24,27,28,29,32,33,34,35,40,53,55,56,57,70,71,72,76,90,95,98,104,111,112,120,122,123,128,132,137,143,144,147,150,151,152,153,154,155,157,158,160,161,162,166,167,169,170,174,177,189,190,191,199,201,203],"catch":[79,111,147],"char":[8,15,35,90,106,107,111,122,123],"class":[0,3,4,6,7,8,9,10,12,13,14,15,19,20,24,25,33,34,35,36,37,42,43,44,45,47,48,50,60,61,62,64,65,66,67,68,69,70,76,78,83,84,90,109,111,114,119,120,123,124,125,128,129,136,137,138,140,141,143,144,145,146,147,148,149,150,152,153,154,155,156,157,158,159,160,161,162,167,169,170,178,182,183,185,188,189,191,195,199,200,201,203],"const":[1,3,7,8,12,14,15,18,20,30,33,34,35,37,61,76,78,82,83,106,107,111,123,129,151,152,153,158,160,161,162,169],"default":[1,2,3,7,12,14,16,17,19,25,26,29,30,32,33,34,37,42,43,44,46,48,49,50,55,56,61,62,63,64,65,66,67,68,69,70,71,72,76,78,84,91,92,93,94,95,99,100,101,102,104,105,106,108,109,110,111,114,117,118,119,123,125,132,136,137,138,139,140,141,143,144,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,169,170,174,177,178,183,185,190,191,192,197,201,202],"do":[1,2,5,6,7,8,9,12,13,14,15,19,20,21,22,23,24,25,26,28,29,30,32,33,34,35,36,37,43,45,53,56,59,60,62,63,66,67,68,72,76,78,79,80,83,84,90,91,92,93,94,95,98,99,100,101,102,104,106,107,108,109,110,111,114,117,122,123,124,132,133,136,137,138,140,143,144,148,150,152,155,157,158,159,160,161,162,164,166,167,169,170,174,177,183,185,189,190,191,192,195,197,199,200,201,202],"enum":[2,3,5,48,64,67,68,69,70,158,166],"export":[2,6,28,29,33,35,36,50,53,55,56,58,62,63,64,66,67,68,91,99,101,104,105,106,107,110,112,114,118,132,134,138,141,145,150,157,158,177,192,199],"final":[1,6,7,8,9,10,12,15,20,21,26,28,29,33,34,35,37,49,53,56,62,71,79,82,83,98,99,100,101,102,106,107,108,111,123,127,128,137,148,152,153,154,158,159,160,162,167,169,174,177,182,183,185,188,196],"float":[6,15,35,53,60,62,63,69,70,83,84,90,108,111,114,120,122,123,128,136,137,138,144,145,150,151,152,153,154,155,156,157,158,159,160,161,162,170,195,199,203],"function":[1,2,3,4,5,6,7,8,9,10,11,15,18,19,20,21,24,25,32,33,34,35,37,43,45,49,53,55,56,60,62,67,68,69,70,71,72,76,78,79,90,91,92,93,94,95,99,100,101,102,105,106,107,108,111,117,119,121,125,126,128,132,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,168,174,177,178,183,185,189,190,192,195,196,197,200,201,203],"import":[1,2,5,6,7,8,9,10,13,15,18,21,22,23,24,25,29,30,33,34,35,36,37,42,44,46,47,50,51,53,55,56,58,60,61,62,63,64,65,66,67,68,70,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,107,109,111,114,117,118,119,120,122,123,124,125,127,128,129,132,137,138,141,147,150,152,154,157,158,159,160,164,166,169,170,178,182,183,185,188,189,190,191,192,195,196,197,199,200,201],"int":[6,7,11,12,15,20,24,25,33,35,37,64,65,66,72,90,91,92,93,94,95,99,100,101,102,106,107,111,114,118,120,122,123,128,136,137,138,141,143,144,145,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,170,173,174,178,182,183,185,188,195,199,203],"long":[15,20,21,23,26,62,90,91,92,93,94,95,98,99,100,101,102,111,119,122,123,132,152,154,158,159,162,167,170,191,201],"new":[1,3,6,9,10,12,13,15,17,18,20,21,22,23,24,25,28,29,32,33,34,35,37,39,53,56,57,59,61,63,66,67,68,75,76,79,84,91,92,93,94,99,100,101,106,107,119,122,123,128,134,136,137,139,141,143,149,150,152,153,154,155,157,158,159,160,161,162,163,165,166,167,169,170,177,190,193,196,199,200,201,203],"null":[2,14,152,158,162,166],"public":[7,12,15,17,20,21,23,24,27,29,33,34,35,37,45,130],"return":[1,3,6,7,8,9,12,13,14,15,18,20,24,25,28,32,33,34,35,37,45,49,60,61,62,66,67,68,69,70,71,72,76,78,79,83,90,91,92,93,94,95,98,99,100,101,102,107,109,110,114,118,119,120,122,125,128,129,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,174,178,189,190,192,197,199,202,203],"short":[20,25,70,90,108,117,118,120,122,123,152,154,162,191],"static":[3,4,6,9,12,15,18,33,34,35,46,57,66,70,104,106,107,109,111,112,132,136,137,138,143,144,150,152,155,159,160,161,167,170,177,203],"super":[45,46,69,114,119,169,203],"switch":[0,4,18,24,53,79,131,137,141,143,155,161,167,177],"throw":[12,46,79,136,155,159,161,166],"true":[4,7,9,14,16,21,32,33,34,35,37,39,42,43,44,45,46,47,48,49,50,53,56,62,64,65,66,67,68,69,70,72,76,79,83,84,90,91,92,93,94,95,99,100,101,102,104,105,106,108,109,110,111,114,118,120,123,124,125,127,128,129,136,137,138,141,143,145,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,167,169,170,178,182,183,185,188,189,191,192,195,197,199,200,202,203],"try":[5,8,13,18,20,21,22,25,33,37,40,45,48,49,50,53,64,65,71,72,79,84,91,92,93,94,95,98,100,104,106,108,110,111,125,133,136,137,138,148,155,161,172,177,191,194,195,196,197,199,200,201],"tvm\u015b":203,"var":[6,7,12,13,33,34,55,58,76,78,105,114,117,118,119,120,122,123,124,125,128,129,137,138,139,143,147,148,149,152,153,154,155,160,161,162,164,167,169,195,199],"void":[3,8,9,12,15,20,25,30,34,35,37,53,90,106,110,111,122,123,158,161,174],"while":[1,2,3,6,9,12,13,14,19,20,21,22,24,28,29,32,33,35,53,62,64,83,95,106,107,111,117,119,120,122,124,128,130,132,143,151,152,153,157,158,160,161,162,166,167,170,174,182,188,190,191,196,197,199,203],A:[1,2,3,6,7,9,11,12,13,15,16,18,19,20,21,22,23,24,28,32,33,34,35,36,37,42,44,45,46,47,48,50,53,55,58,59,62,64,69,70,72,78,79,82,83,84,90,91,92,93,94,98,102,106,111,114,119,120,122,123,125,127,128,132,136,137,138,139,143,144,145,147,148,149,150,151,152,153,154,155,157,158,159,160,161,162,166,167,169,170,171,173,174,182,185,188,189,191,192,195,196,199,200,201,202],AND:[152,162],AS:[83,134],And:[18,33,34,67,68,72,79,91,111,150,153,155,161,168,200,202],As:[1,6,7,8,9,12,13,15,16,21,22,24,25,28,32,35,36,64,78,79,82,91,92,93,94,98,100,107,111,128,166,167,169,174,182,183,185,188,191,195,199,201,203],At:[6,9,11,12,13,33,34,37,53,64,66,72,83,106,150,152,155,161,164,170,177,196],Be:[24,27,202],Being:[13,23,117],But:[1,8,14,36,111,117,195],By:[34,36,46,55,63,64,65,78,84,91,92,93,94,98,104,106,110,111,117,127,128,136,137,139,148,150,152,155,158,159,160,161,162,167,182,188,190,191,192,199,201,203],For:[0,1,3,4,6,7,8,9,11,12,13,14,15,16,18,20,21,22,27,28,29,32,33,34,35,37,39,40,44,45,47,48,49,53,55,56,59,61,62,63,64,66,69,70,71,72,76,78,91,92,93,94,95,99,100,101,102,105,106,107,108,110,112,117,119,120,122,124,125,127,128,129,132,133,134,136,137,143,144,147,148,150,152,153,154,155,158,160,161,162,164,166,167,169,170,173,174,177,188,189,190,191,192,195,196,197,199,201,202,203],IS:136,ISE:177,If:[1,2,3,5,7,8,9,12,13,14,16,19,20,21,22,23,24,25,28,29,32,33,34,35,36,37,39,40,45,46,55,57,59,62,64,65,66,67,68,72,76,79,83,84,87,91,92,93,94,95,98,99,100,101,104,105,106,107,108,110,111,117,122,123,127,128,132,133,134,136,137,138,141,143,144,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,170,174,177,188,190,191,192,196,199,200,201,202,203],In:[1,2,3,5,6,7,8,9,10,12,13,14,15,18,19,20,21,22,24,25,29,30,32,33,34,35,36,37,53,55,56,57,59,61,62,63,66,67,68,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,118,120,122,123,124,125,128,129,132,134,136,137,138,141,143,150,151,152,153,154,155,157,158,160,161,162,164,166,167,169,170,174,177,178,182,183,185,188,189,190,191,192,195,197,199,201,202,203],Is:162,It:[1,2,3,4,5,6,7,8,9,10,12,13,14,15,17,18,19,21,23,24,26,28,29,32,33,34,35,37,49,53,55,56,57,58,59,60,61,62,63,64,65,67,68,70,72,78,84,90,91,92,93,94,98,99,100,101,104,106,107,109,110,111,114,117,118,119,124,128,129,132,136,137,139,141,143,144,145,151,152,153,154,155,156,157,158,159,160,161,162,164,168,169,170,174,177,178,182,189,190,192,193,194,196,199,200,203],Its:[127,137,160,170],NO:164,NOT:[131,152,160,164],Near:6,No:[1,7,79,111,146,161,164,182,188,190],Not:[3,46,105,120,150,159,161,162],ON:[2,30,35,53,55,56,62,63,66,67,87,118,132,134,177,192],OR:[152,162,169],Of:[6,107,156],On:[7,13,35,37,39,53,63,83,106,111,132,141,161,169,177,182,183,199],One:[1,6,7,12,13,15,24,32,34,37,40,53,55,78,79,82,99,100,101,102,123,125,137,138,149,150,153,161,167,182,188],Or:[7,78,111,136,161,169],Such:[9,13,143,169,170],That:[3,22,35,62,78,79,148,161,167,170,174],The:[1,2,3,4,5,6,7,8,10,11,13,14,15,16,17,19,20,21,22,23,25,26,27,28,29,30,32,33,35,37,39,40,42,43,45,46,48,50,53,54,55,56,57,59,60,61,62,63,64,66,69,70,71,72,76,78,79,82,83,84,87,88,90,91,92,93,94,95,98,99,100,101,102,105,106,107,108,110,111,112,114,117,118,119,120,122,123,124,127,128,129,132,134,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,176,177,178,182,183,185,188,189,190,191,192,194,196,197,199,200,202,203],Then:[6,7,8,9,12,19,24,26,33,34,35,36,63,64,66,72,76,78,79,83,84,91,98,99,100,101,105,106,108,109,111,112,127,131,132,137,138,143,153,161,165,172,177,182,188,190,192,197,199,200],There:[1,3,6,7,8,9,10,12,13,14,18,19,21,22,29,32,33,34,40,55,60,62,76,78,83,84,91,92,93,94,98,105,111,123,125,132,137,139,143,152,155,160,161,162,169,174,190,196,199,202],These:[1,3,6,7,9,11,12,16,21,24,32,33,34,37,51,53,55,59,61,62,73,75,80,81,82,88,90,96,103,107,108,111,122,124,129,131,134,136,137,138,141,143,162,166,167,169,170,177,182,185,188,190,192,194],To:[1,4,6,9,10,12,14,15,16,19,21,24,28,29,30,32,33,34,37,40,42,45,46,47,50,53,56,57,62,63,64,65,66,67,68,69,71,72,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,119,123,124,130,132,136,137,140,143,148,152,153,155,157,158,161,164,167,170,174,177,178,182,188,189,190,191,192,195,196,197,199,201,202,203],Will:[155,161],With:[7,12,34,35,62,66,67,68,80,84,86,125,136,152,162,189,190,192,199,201],_:[8,33,35,43,45,72,82,84,99,101,107,110,118,124,150,152,153,160,161,162,166,167,178,183,190,199],__activemask:123,__attribute__:107,__call__:[12,25,37],__cplusplu:110,__cuda_arch__:123,__cudacc_ver_major__:[90,122,123],__cudacc_ver_minor__:[90,122,123],__darknetffi__:[43,178],__doc__:162,__enter__:12,__exit__:12,__expf:122,__file__:[72,203],__future__:[120,122,123,124,125,128,129,178,182,183,185,188],__getstate__:136,__global:[53,122],__global__:[5,90,122,123],__init__:[12,36,45,69,78,79,114,119,143,144,155,161,169,203],__init_handle_by_constructor__:144,__kernel:[53,122],__launch_bounds__:[90,122,123],__len__:137,__main__:[10,90,91,92,93,94,95,98,99,100,101,102,107,112,189,190],__name__:[10,90,91,92,93,94,95,98,99,100,101,102,107,189,190],__read_onli:53,__restrict__:[90,122,123],__shared__:90,__shfl:123,__shfl_down:123,__shfl_down_sync:123,__shfl_sync:123,__shfl_up:123,__shfl_up_sync:123,__syncthread:90,__version__:[44,114],__write_onli:53,_alter_conv2d_layout:137,_api_intern:25,_asdict:162,_attr:162,_bia:114,_bodi:128,_c:150,_cc:[8,158],_compil:45,_compute_scanop:33,_config:0,_contrib_conv2d_nchwc0:2,_contrib_conv2d_nchwc1:2,_contrib_conv2d_nchwc2:2,_contrib_conv2d_nchwc3:2,_convert_map:150,_count_nod:79,_csynth:177,_ctype:25,_deleg:119,_diff:79,_document:24,_errortest:25,_expr:37,_ffi:[12,25,37,159,161],_ffi_api:[95,144],_i:153,_import_tre:8,_import_tree_child_indic:8,_import_tree_log:8,_import_tree_row_ptr:8,_input:162,_len:107,_lib:8,_linux:[104,105,108,110,112],_loadfromfil:8,_lookup_task:137,_make:33,_mean:153,_mxnet_:134,_name:79,_name_to_graph:119,_op:[14,33],_op_cnt_before_stack:79,_op_diff:79,_op_not_impl:25,_out_typ:162,_packimportstoc:8,_packimportstollvm:8,_pyrunn:144,_query_insid:137,_random_interpol:45,_reduce_reset:128,_reduce_upd:128,_reg:33,_register_codegen:203,_register_customized_task:137,_register_pattern:203,_register_task_comput:137,_register_task_schedul:137,_register_tir_pass:203,_replac:162,_save_param:11,_saved_model_inputs_spec:72,_search_dense_op_weight:72,_share:64,_silence_:104,_softmax_:195,_tensor:160,_tensor_grad:33,_tensorized_:200,_tinfo:162,_transform:[12,33,34],_tvm_handl:60,_tvm_metadata:144,_tvm_tcode:60,_unknown_:104,_util:[48,64,67,68,69,70,109],_var:153,_win32:[90,122,123],_xlacompil:4,_xlascop:4,_xlaseparatecompiledgradi:4,a0:129,a0_1:129,a0_2:129,a1:[129,159,192],a1_1:129,a1_2:129,a2:[159,192],a3:[159,192],a3df19e5b88592ef5a9ce584a1ca3010:92,a53:99,a56087ffa2703b4d5632f024a8a4c899815c31bb:112,a5x:53,a_1:[83,84,123,125,128,161,182,188,189,195,199],a_2:[123,125,195,199],a_buf:[182,188],a_buf_1:[182,188],a_buf_2:188,a_dtyp:161,a_frag:83,a_index:161,a_layout:161,a_loc:161,a_max:[152,162],a_min:[152,162],a_nd:[182,188,195],a_np:[82,83,98,124,189,190,195],a_orig:[182,188],a_pack:[182,188],a_pad:161,a_padded_k:91,a_padded_m:91,a_r:195,a_red_1:195,a_reindex:161,a_tupl:162,a_tvm:[98,189],aa:[82,98,128],aaaabbbb:53,aarch64:[36,53,55,61,63,65,66,91,93,99,101,192],ab:[4,12,62,107,128,143,152,153,160,161,162],abbrevi:111,abcdefgh:53,abi:[132,159],abil:[6,18,35,196,199],abl:[3,12,13,15,18,23,24,34,35,40,53,55,59,63,78,83,91,92,93,94,107,111,117,137,152,169,170,174,177,196,199,200],about:[2,3,6,7,12,13,15,17,18,19,24,25,27,28,31,33,34,35,37,39,59,63,64,70,72,78,83,87,99,100,101,102,106,111,112,127,136,137,143,159,160,161,162,164,166,167,170,172,177,181,188,192,201,202],abov:[1,3,6,7,9,10,12,13,14,15,18,24,25,26,33,34,35,36,37,39,40,49,53,55,59,63,64,65,68,76,78,84,87,98,100,105,106,111,114,117,119,122,124,128,132,137,138,141,150,152,153,155,161,162,164,166,167,169,170,174,177,182,188,191,192,199,200,201,203],abs_path:72,absenc:9,absolut:[9,132,137,152,154,160,161,162,203],absolute_import:[120,122,123,124,125,128,129,178,182,183,185,188],abspath:72,abstractmethod:10,ac:177,academ:[24,177],acap:63,acc:[53,114,161,166],acc_buff:182,acc_dtyp:[64,182,183,185,188],acc_frag:83,acc_load_nbyt:[178,182,183,185],acc_scop:[182,183,185,188],acc_width:182,accelar:61,acceler:[0,6,9,40,53,55,56,58,61,63,64,65,72,76,84,91,99,100,101,107,111,128,130,134,171,173,174,177,178,182,183,185,188,193,196,198,199],accelerator_config:107,accept:[3,4,17,21,22,32,35,110,129,136,137,138,151,152,153,160,161,162,167,170,174,177,200,203],access:[2,3,6,9,10,12,13,15,19,20,22,23,24,32,36,53,84,107,109,112,114,128,130,141,143,147,150,152,153,158,160,161,162,163,164,166,167,174,177,183,199,201],access_mask:161,access_ptr:[83,128,161],accid:20,accommod:[9,18,170,182],accompani:23,accomplish:[7,9,18,24,107,167,170,191,199,201],accord:[5,6,8,28,36,66,71,72,90,91,92,93,94,95,125,136,137,138,143,152,155,160,161,162,170,182,189,190,191,192,201],accordingli:[4,28,29,35,91,99,101,110,161,182,188,202],account:[19,62,141,145,161,177,191,199],accumul:[33,53,62,64,83,128,147,152,161,162,166,173,174,182,188,195],accumult:64,accur:[5,70,71,87,90,92,108,111,137,141,173,191],accuraci:[0,9,53,62,154,191,201],acheiv:53,achiev:[7,8,9,14,28,34,35,53,55,70,71,72,82,84,90,91,92,93,94,102,106,117,122,174,177,182,185,199],achitectur:201,ackermann:167,acknowledg:[21,22],acl:59,acl_runtim:55,aco:[152,160,161,162],acosh:[152,160,161,162],acquir:[53,177],acronym:28,across:[6,9,12,14,21,24,32,33,64,128,141,143,150,153,156,160,161,162,174,183,190,191,199],act:[12,21,22,143,152,167,174,199],action:[3,6,10,19,20,21,37,39,112,132,160,161],activ:[3,4,5,6,17,21,22,23,53,63,100,111,114,117,118,132,137,141,143,153,158,161,162,174,182,183,185,188,194,202],activation_bit:[153,162],actual:[1,5,7,13,19,21,23,29,33,49,67,68,72,78,84,98,102,112,136,137,138,141,152,157,158,160,161,162,170,177,182,188,190,199],actur:36,acycl:[7,13],ad24d4d2f83975ff580a4833fbf3ef94:93,ad:[3,7,9,14,15,20,28,29,31,36,59,61,63,75,78,84,99,100,101,108,134,138,143,144,145,152,153,155,161,162,167,170,174,177,182,183,185,190,195,197,203],adam:111,adapt:[1,7,76,136,153,154,155,156,174,177],adaptive_avg_pool1d:153,adaptive_avg_pool2d:[62,153],adaptive_avg_pool3d:153,adaptive_max_pool1d:153,adaptive_max_pool2d:[62,153],adaptive_max_pool3d:153,adaptive_pool1d:162,adaptive_pool3d:162,adaptive_pool:162,adaptive_pool_avg:[91,92,93,94],adaptive_pool_sum:[91,92,93,94],adaptive_train:136,adb:[53,64,65,66],add:[3,4,5,6,7,9,10,12,13,14,19,20,21,24,25,26,27,28,29,30,33,34,35,49,50,53,55,56,60,62,65,66,67,68,69,76,78,79,83,84,91,92,93,94,95,100,108,111,114,117,119,120,127,132,134,136,137,138,143,144,147,149,150,152,153,155,158,160,161,162,166,167,169,170,174,177,183,185,188,191,192,195,197,199,201,203],add_012:119,add_01:119,add_alter_layout:162,add_argu:[33,143],add_attr_opt:3,add_bia:153,add_c_includ:66,add_fil:138,add_flop:137,add_func:119,add_gvar:119,add_hardwar:203,add_implement:[14,33],add_ldlib:66,add_lower_pass:76,add_on:192,add_op:119,add_shap:4,add_task:137,add_type_rel:[33,143],add_unit_loop:161,addfunc:119,addhandl:[14,98,190],addit:[2,6,7,9,12,13,15,16,24,27,28,32,33,35,36,37,53,55,56,61,62,63,66,78,90,91,92,93,94,95,102,132,137,138,141,143,145,148,149,152,153,155,157,158,159,160,161,162,163,168,169,173,174,182,183,185,189,194,200,203],addition:[0,9,21,28,32,53,111,155,167,169,170],additon:[160,162],addn:4,addon:[6,158],addr:157,address:[3,17,19,21,28,36,60,66,67,68,84,91,99,101,107,111,125,128,129,131,136,137,143,145,157,158,161,166,174,177,182,183,185,188,192,193,199,202],address_of:161,addshapestographdef:49,addtion:161,adher:23,adj:114,adjac:114,adjoint:160,adjust:[21,91,92,93,94,108,111,125,136,137,143,158,161,199,202],adopt:[12,23,40,111,154,174,188,191,199,201],adreno:[59,66,73,74],adreno_opencl:53,adrenosdk:66,adt:[18,143,152,154,161,165],adthandl:143,adv_index:[152,162],advanc:[13,46,59,61,70,84,98,111,136,152,160,161,169,199],advantag:[12,13,15,53,111,160,161,177,189,190,191,192,199,201],adversari:154,advis:64,af:83,affect:[1,6,7,9,13,19,53,56,62,111,155,167,182,183,188,191,201],affects_output:155,affin:[143,151,153,160,161,162,174],affine_grid:[151,162],afford:111,aforement:[12,167,182],african:49,africana:49,after:[1,2,3,4,5,6,7,8,9,12,14,19,21,22,23,27,28,29,32,33,34,35,36,37,49,56,59,63,64,66,67,68,76,78,79,84,90,91,92,94,95,99,100,101,106,111,112,114,117,123,124,127,131,132,134,136,137,138,143,144,148,150,152,153,155,156,158,160,161,162,164,167,169,174,177,182,183,185,188,189,191,192,193,196,199,200,201,202],after_1:153,after_add_unit_loop:161,after_annot:161,after_bind:161,after_block:161,after_cache_read:161,after_cache_writ:161,after_compute_at:161,after_decompos:161,after_fus:161,after_inlin:161,after_n:153,after_parallel:161,after_partit:161,after_reindex:161,after_reindex_cache_read:161,after_reord:161,after_reverse_compute_at:161,after_rfactor:161,after_rolling_buff:161,after_set_axis_separ:161,after_set_dtyp:161,after_set_scop:161,after_split:161,after_storage_align:161,after_tensor:161,after_transform_block_layout:161,after_unannot:161,after_unrol:161,after_vector:161,afterward:[29,63],again:[7,15,18,26,33,35,63,65,78,132,134,136,157,161,166,177,199],against:[9,17,19,20,26,29,50,62,105,114,132,145,152,160,161,162,166,167,172,182,183,185,188,189,201],aggreg:[0,149,158],aggress:[18,150,177],agnost:[1,151,162,199],agreement:177,ah:63,ahead:[6,18,20,103,107,108,111,112,113,170,188],ai:[25,59,107,111,114,133,152,203],aid:[182,188,196,199],aie:63,aim:[9,117,119,138,182,188,196],aka:[106,111,161,164],al:[82,98,153,154],alan:104,alec:154,alex:48,alexnet:154,algebra:[123,143,152,161,165,167,169,174],algorithim:191,algorithm:[6,7,12,14,33,46,64,72,76,84,102,107,134,137,138,151,153,154,155,162,168,190,196,199],alia:[18,34,45,137,149,152,153,158,160,162],alias:143,align:[18,53,90,106,107,108,128,152,156,160,161,162,182,195],align_corn:[151,153,162],aliv:157,aliyunc:45,all:[1,2,3,4,5,6,8,9,10,11,12,13,14,15,16,17,19,20,21,22,23,24,26,27,28,29,30,32,33,34,35,36,37,39,40,43,46,53,56,57,59,61,62,63,64,65,67,68,76,78,79,82,83,84,90,91,92,93,94,95,99,100,101,105,106,107,108,111,112,114,117,120,123,128,130,132,134,136,137,138,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,174,176,177,182,183,185,189,190,192,195,196,199,200,201,202,203],all_class_non_max_suppress:156,all_const_arg:34,all_cost:[136,137,190],all_dtyp:147,all_iter_var:7,all_type_var:147,all_var:147,alleduc:161,allevi:[12,22,78],alloc:[3,6,7,9,15,16,18,34,35,37,53,83,84,90,91,92,93,94,95,107,111,112,117,118,123,124,129,136,143,155,161,177,182,183,185,188,189,195,199],alloc_buff:161,allocate_tensor:[71,108],allocateconst:161,allocdataspac:3,allocworkspac:3,allow:[0,1,3,6,8,9,10,12,13,14,15,16,19,20,21,23,24,28,30,32,33,34,35,36,37,53,55,62,72,78,84,95,107,110,111,122,123,136,141,143,145,150,152,153,155,157,159,160,161,162,164,165,166,167,169,170,172,174,182,183,185,188,190,194,196,199,200,201],allow_dupl:137,allow_miss:[120,161],allow_non:159,allow_overrid:159,allowzero:152,allreduc:161,almost:[1,111,155,192],alon:[53,134],along:[1,9,33,35,46,55,62,79,111,112,128,132,143,152,153,156,160,161,162,177,182,183,185,191,201],alongsid:[9,105],alpha:[66,111,136,153,154,162,169],alphabet:[143,161],alreadi:[7,12,13,14,22,26,28,29,34,35,37,62,66,72,76,79,91,99,101,111,132,134,136,137,152,155,160,167,182,196,199,202],also:[1,4,6,7,9,12,13,14,15,16,19,20,21,22,23,24,25,27,28,29,32,33,34,35,37,40,42,43,44,45,46,47,48,49,50,53,55,56,57,58,59,61,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,132,133,136,137,138,139,140,141,143,148,149,150,153,155,156,157,158,159,160,161,162,163,164,165,166,167,169,170,174,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],alter:[1,12,26,53,137,143,155,178],alter_layout:143,alter_op_layout:137,altern:[10,12,14,18,23,24,46,53,55,63,111,112,132,137,155,161,177,190,201],alteroplayout:[1,55,137,152,155,178],although:[21,28,34,35,37,66,72,91,92,93,94,119,124,127,129,155,164,182,188,201],altpattern:149,altrern:65,alu:[174,183,185],alu_count:[178,182,183,185],alwai:[7,10,11,12,13,20,21,22,24,26,28,34,53,62,84,99,100,101,136,137,155,157,158,161,162,166,167,178,190],am:5,amazon:58,amazonaw:[0,29,107,191,201],ambigu:[13,32,167],ambit:160,amd:[72,99,100,101],amdgpu:[37,196],amen:162,ami:58,among:[6,7,21,23,127,136,174],amongst:199,amort:141,amount:[7,9,21,25,62,158,177,191,201],ampl:59,amplifi:130,amx:56,an521:110,an:[1,2,3,4,5,6,8,9,11,12,13,15,16,17,18,19,20,21,22,23,24,26,27,28,29,31,32,34,35,36,37,38,40,42,43,44,45,46,47,48,49,50,53,55,57,58,61,62,63,64,66,67,68,69,70,71,72,75,76,82,84,87,90,91,95,98,99,100,101,104,105,106,107,108,109,110,112,114,118,119,120,122,123,124,125,127,128,131,132,134,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,158,159,160,161,162,164,165,167,170,171,172,173,174,176,177,182,183,185,188,189,190,192,193,195,197,199,202,203],anaconda:132,analog:[166,167,170,182],analys:[6,34,90,91,92,93,94,95,136,189],analysi:[6,12,13,18,40,72,76,79,114,117,118,136,142,143,144,155,162,165,167,169],analyt:154,analyz:[12,13,18,33,56,76,79,114,162,169,196],ancestor:[155,161],anchor:[144,156,161],anchor_block:161,andrei:53,andrew:[105,154],android28:[53,65],android:[15,53,57,59,64,65,70,73,74,91,99,101,136,137],android_abi:53,android_lib_path:66,android_ndk_hom:[53,64,65,66],android_platform:53,android_rpc:[36,54,66],android_rpc_test:66,android_seri:64,anf:13,ani:[1,3,4,6,7,9,12,14,15,16,19,20,22,23,28,29,32,33,34,35,36,37,39,45,53,55,56,62,63,65,70,71,72,78,79,83,90,91,92,93,94,105,106,107,110,111,112,120,122,127,136,137,138,140,141,143,145,147,148,149,150,152,153,155,158,159,160,161,162,164,166,167,169,170,183,188,189,191,196,199,200,201],anim:111,animesh:1,ann:137,ann_kei:161,ann_val:161,ann_valu:161,anneal:137,annot:[5,6,12,18,33,35,55,56,61,62,63,137,138,143,149,152,155,158,160,161,164,166,167,170,182,183,185,188,190],annotatedeviceregion:161,annotatedregionset:147,annotateent:137,annotateentryfunc:161,annotatespac:137,annotatespan:[143,150,155],annotatetarget:155,annotationvaluet:161,announc:27,anomali:108,anonym:199,anot:160,anoth:[3,4,6,7,11,13,15,19,25,26,29,33,35,37,78,83,84,100,106,108,109,111,128,137,138,143,146,149,152,155,157,160,161,166,167,169,170,182,183,188,190,199],anreno:53,ansor:[171,196],answer:[7,15,22,24,80,84,190,199],anticip:0,anymor:[13,167],anystr:161,anyth:[1,8,34,111,123,149,152],anytim:[22,36],anywai:[13,111],anywher:[7,130,170],ao:[70,109],aocx:188,aot:[9,103,106,107,108,109,111,112,113,145,152],aot_executor:[104,109,145],aotexecutor:104,aotexecutorfactorymodul:145,aotmodel:203,aotmodul:[104,109,145],ap_int:174,apach:[17,18,19,20,21,22,23,24,28,29,36,39,45,46,48,59,61,63,64,66,67,68,69,70,99,100,101,107,109,110,111,114,131,132,133,134,136,138,150,154,155,161,177,192,196],apad:[82,83],apad_shar:83,apad_shared_1:83,apad_shared_wmma_matrix_a:83,apad_shared_wmma_matrix_a_1:83,apart:[53,67,68,111],api:[2,3,6,8,12,14,15,17,24,25,28,34,35,37,51,53,54,55,56,59,62,63,64,65,66,90,91,92,93,94,95,98,99,100,101,102,104,106,107,108,109,110,111,112,114,122,130,136,137,138,139,143,145,146,148,152,158,159,160,161,167,169,182,188,189,191,192,193,195,196,198,200,201,203],api_cli:145,api_doc:152,api_test:25,api_vers:158,apk:[66,91,99,101],app:[36,50,57,66,107,111,177,203],app_abi:66,app_platform:66,app_workspac:107,appar:12,appear:[7,21,28,32,34,72,91,92,93,94,106,111,136,141,143,147,152,154,161,162,166,167,170,202],appearancei:158,append:[12,35,43,69,71,76,79,95,108,114,117,118,132,136,141,161,178,199],appl:[9,42,56,114,132],appli:[6,7,9,12,14,17,20,21,22,24,27,28,29,32,34,37,46,70,71,72,84,90,91,95,98,99,100,101,105,114,136,137,143,144,147,149,150,151,152,153,154,155,156,158,160,161,162,163,164,174,178,182,183,185,188,189,190,191,196,199,202],applic:[3,6,9,14,17,18,22,24,44,56,57,59,63,65,66,78,84,87,111,124,143,151,152,155,162,165,177,201],applict:107,apply_and_skip_rest:95,apply_best:[90,95,136,189],apply_func:[95,136],apply_graph_best:102,apply_graph_transform:[53,64],apply_history_best:[64,98,99,100,101,102,105,137,190,191],apply_prim_func_arg_and_result_memory_constraint:161,apply_steps_from_st:136,applyconfig:137,applyfixedconfig:137,applygraphbest:[102,137],applyhistorybest:[91,92,93,94,136,137],applyhistorybestorsampl:136,applylayouttransform:161,applypasstofunct:143,approach:[6,9,10,15,18,53,54,57,78,102,169,174,185,199],appropri:[18,21,24,32,33,63,72,111,117,132,152,154,158,159,162,166,167,170,174,191,192,199,201],approv:[19,22,23,28],approx:177,approxim:[6,7,72,91,92,93,94,136,141,153,154,155,162],apt:[59,87,104,105,108,110,111,112,132],ar:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,39,40,43,46,48,50,53,55,56,58,59,60,61,62,63,64,66,67,68,69,70,71,72,76,78,79,80,82,83,84,87,90,91,92,93,94,95,98,100,104,105,106,107,108,109,110,111,112,114,117,119,120,122,123,127,128,129,131,132,133,134,135,136,137,138,139,141,143,144,146,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,166,167,168,169,170,172,174,177,178,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],arang:[152,156,162,200],arbitrari:[1,6,7,8,12,35,45,48,64,70,78,128,143,152,160,161,162,196],arbitrarili:185,arc:162,arcfac:0,arcface_resnet100:0,arch:[61,64,65,66,67,98,100,110,118,138,159,195,197],architect:24,architectur:[21,53,55,64,66,110,111,128,134,138,154,159,175,177,183,192,196,199],archiv:[23,27,53,62,65,108,111,145,177],arcnam:108,arctan2:161,arduino:[103,109,112,113],arduino_cli_cmd:111,arduino_project:111,arduino_sketch:111,area:[6,18,21,23,31,82,199],aren:[28,36,111],arena:6,arg0:35,arg1:[24,35,138],arg2:[24,35],arg3:[24,35],arg:[1,12,15,33,34,35,36,37,90,95,98,106,110,122,136,137,139,143,144,149,152,157,160,161,162,163,169,189,190],arg_and_result_memory_scop:161,arg_buf:[98,137,190],arg_info:144,arg_nod:[2,35,141],arg_param:150,arg_typ:[37,143,170],arg_type_id:110,argc:107,arginfo:144,argmax:[4,42,44,45,47,48,50,66,67,68,104,109,114,123,129,152,162],argmin:[4,152,162],args1:148,args2:148,args_info:144,args_to_workload:137,argsort:[49,64,70,71,152,162,191,201],argument:[2,3,4,5,6,7,9,10,12,13,15,18,20,21,32,33,34,35,48,53,56,59,60,64,67,68,69,70,71,76,78,79,91,92,93,94,100,105,107,119,120,125,128,136,137,138,139,141,143,144,147,149,150,152,153,154,155,157,158,159,160,161,162,164,165,166,167,169,170,190,199,202],argv:107,argwher:[152,162],ari:162,arial:[43,178],aris:1,arith:7,arithmet:[6,122,161,167,169,170],ariti:18,arm64:[53,64,65,66,134],arm:[1,6,19,24,36,37,59,61,67,68,71,88,89,96,97,101,102,103,108,113,138,145,159,177,196],arm_compute_lib:55,arm_cpu:[9,63,68,91,99,106,137,159,178],armor:29,armv7:134,armv7l:[68,192],armv9:61,around:[10,12,15,56,57,59,91,92,93,94,111,138,152,153,154,155,161,162,166,174,177,182],arr0:[152,158],arr1:[152,158],arr:[6,146,161],arr_dst:161,arr_dtyp:161,arr_src:161,arrai:[0,1,2,5,6,7,12,14,15,21,33,35,37,42,43,44,45,46,47,48,49,50,58,59,61,64,66,67,68,71,72,76,82,83,87,90,91,92,93,94,95,98,99,100,101,102,107,108,109,110,111,114,118,120,123,124,128,136,137,138,141,143,146,147,149,150,152,153,154,155,158,159,160,161,162,169,182,183,185,188,189,190,191,192,195,197,200,201,203],arrang:[150,182],array_equ:152,array_handl:60,array_lik:146,arriv:[161,174],arrow:[0,7],art:111,arthimet:146,articl:[13,42,43,44,45,46,47,48,49,50,60,64,65,69,114],articul:152,artifact:[6,11,18,29,53,65,108,137,139,144,145,158],arug:76,arxiv:[151,153,154,162],as_dens:153,as_graph_def:[4,72],asarrai:[46,50,72,106,107,191,201],asc:29,ascend:[137,152,162],asf:[29,131],asf_password:29,asf_usernam:29,asic:128,asid:[10,111],asin:[152,160,161,162],asinh:[152,160,161,162],ask:[13,19,20,22,24,26,28,49,72,80,99,100,101,106,111,125,136,137,182,188],asleep:9,asm:128,asnumpi:[64,138,146],asobject:[158,160],aspect:[3,21,22,27,37,53,196],assembl:[9,55,128],assert:[1,4,6,8,12,39,64,67,69,71,72,78,79,83,84,91,92,93,94,95,98,105,110,114,122,140,143,147,149,152,155,158,161,169,174,178,182,183,185,188,199],assert_allclos:[58,84,90,95,98,114,117,118,120,123,124,128,161,162,183,189,190,195,197,199],assert_equ:[182,185,188,192],assert_mod:161,assert_pure_funct:161,assert_structural_equ:143,assert_strucural_equ:143,assertstmt:161,asset:[42,50,107],assign:[2,7,9,13,15,22,30,33,35,36,131,136,143,150,155,166,167,170,177],assigne:19,associ:[11,14,19,20,37,107,118,123,136,143,145,149,154,159,161,162,191],assum:[1,3,7,8,14,16,18,21,24,26,28,33,35,58,60,67,68,76,82,83,123,128,132,134,143,150,151,153,155,161,162,166,174,192,197],assume_injective_transform:161,assumpt:[20,21],ast:[13,18,21,33,76,119,138,152,154,155,158,160,161,164,167,169,170,200],astext:[79,143,149,152,161,178,197],astor:154,astupl:152,astyp:[2,37,42,43,44,45,46,47,48,49,50,55,56,58,61,62,64,66,67,68,69,71,72,78,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,107,109,111,114,117,118,120,123,124,128,150,152,161,162,182,183,185,188,189,190,191,192,195,197,199,200,201],asymmetr:[151,153,162],async:[138,161],async_func:138,asynchr:138,asynchron:118,asyncron:161,atan2:161,atan:[62,152,160,161,162],atanh:[152,160,161,162],atexit:138,atleast:161,atol:[95,114,154,197],atom:[147,161],attach:[9,10,53,82,98,110,127,137,143,157,160,161],attach_ivar:7,attach_path:7,attach_stag:7,attach_typ:7,attachtyp:7,attack:17,attempt:[6,9,34,35,46,145,150,161,166,167,169,170],attent:[21,24,29,32,190,199],attr:[1,2,3,7,14,33,67,68,95,107,117,128,132,136,137,138,143,148,149,152,155,160,161,162,169,177,182,183,185,188,189,195],attr_kei:[143,161],attr_key_or_dict:143,attr_map:[143,161],attr_nam:[140,143,159],attr_valu:[143,161],attrfieldinfo:143,attribut:[1,2,3,6,14,43,46,61,62,76,122,128,138,140,143,147,148,149,150,152,153,155,158,159,160,161,162,163,173,178,192],attribute_nam:4,attributeerror:[50,71,104,106,108,110,111],attrpattern:149,attrsnod:[33,143,149],attrstmt:161,attrubt:143,attrvisitor:15,audienc:24,authent:177,author:[1,12,19,21,28,42,43,44,45,46,47,48,50,53,55,56,62,64,65,66,67,68,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,154,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],auto:[1,11,12,19,20,28,33,34,35,36,37,40,53,64,65,71,80,88,89,97,98,105,107,123,124,125,129,132,136,137,144,156,158,161,162,171,178,191,193,195,196,198,199,201],auto_aug:45,auto_broadcast:[161,162],auto_max_step:[6,83],auto_pad:155,auto_schedul:[6,90,91,92,93,94,95,142,189,191],auto_scheduler_layout_transform:189,auto_scheduler_layout_transform_1:189,auto_scheduler_matmul_x86:[189,198],auto_scheduler_rewritten_layout:162,auto_scheduler_should_rewrite_layout:162,auto_unroll_max_depth:37,auto_unroll_max_ext:37,auto_unroll_max_step:[37,90,98,189],autodetect:[150,159,192],autodiff:[33,34],autodoc:24,autom:[6,21,53,132,145,171,190,199],automat:[1,4,9,10,13,15,19,21,24,25,28,29,32,36,37,40,59,62,72,84,90,95,110,128,132,136,137,138,143,150,153,154,155,158,160,161,162,163,171,177,183,189,196,199,200,202],autoschedul:[6,10,80,162,190,196],autotun:[10,71,110,111,155,172,191],autotune_log_fil:105,autotuner_record:201,autotvm:[9,10,14,17,40,53,64,80,90,91,92,93,94,98,99,100,101,102,105,138,142,145,148,162,178,189,193,196,198],autotvm_build_func:[105,145],autotvm_matmul_x86:[190,198],autotvm_relay_x86:[191,198,201],autotvmmoduleload:[105,145],aux_param:150,auxiliari:[12,131,143,150,153,160,161,162],avail:[3,9,10,12,14,16,17,28,36,49,53,56,64,70,71,72,79,87,107,111,112,122,127,132,136,138,143,144,153,155,157,158,159,162,170,177,189,190,191,192,199,201],availabilti:53,available_global_memori:158,avali:152,averag:[10,64,102,136,137,153,158,178,190],avg:[153,156,162],avg_pool1d:153,avg_pool2d:[55,62,153],avg_pool2d_grad:153,avg_pool3d:[62,153],avgpool:4,avil:201,avoid:[9,13,18,20,21,28,29,32,34,36,53,62,65,82,90,92,111,132,141,152,153,154,155,158,160,161,162,166,169,174,177,182,192],avx2:[84,94,95,102,189,199],avx512:[69,70,71,94,95,102,189,191,199],avx:[37,95,128,189,191,199],aw:[58,102],awai:[6,22,76,153],awak:[91,99,101],awar:[12,24,30,70,72],awesom:22,awesomegraph:119,awesomeplott:119,awesomevar:119,aws_platform:58,awsxclbin:58,ax0:[83,90,91,92,93,94,117,123,127,161,195],ax0_1:161,ax0_ax1_fused_ax2_fus:189,ax1:[83,90,91,92,93,94,117,127,161,195],ax1_1:161,ax2:[83,90,91,92,93,94,117,127,161,195],ax3:[83,90,91,92,93,94,117,127,161],ax4:[83,189],ax4_ax5_fused_out:83,ax5:83,ax6:189,ax7:189,ax:[7,83,84,98,111,125,128,136,137,152,161,162,182,183,185,190,199],axi:[1,7,33,37,46,47,50,58,64,65,69,79,82,83,84,90,98,111,114,122,123,124,125,128,129,136,137,138,143,152,153,155,156,158,160,161,162,164,174,178,182,183,185,188,189,190,191,192,195,197,199,200,201],axi_limit0:107,axi_limit1:107,axi_limit2:107,axi_limit3:107,axis0:161,axis2:161,axis:199,axis_k:162,axis_len:137,axis_nam:136,axis_separ:[161,162],b0353104:70,b0:129,b16:161,b1:129,b2:[155,199],b9a54e89508f101a1611cd64f4ef56b9cb62c7cf:[201,202],b:[5,6,7,9,12,15,19,35,36,37,45,48,58,69,70,76,82,83,84,91,92,93,94,95,109,112,120,122,123,124,125,127,128,129,136,137,139,147,148,151,152,153,155,156,158,160,161,162,164,166,167,169,170,173,182,183,185,188,189,190,192,195,199,200],b_1:[84,123,125,128,129,161,182,188,189,195,199],b_2:[123,125,129,199],b_3:129,b_4:129,b_5:129,b_block:[183,185],b_buf:[182,188],b_buf_1:[182,188],b_dtype:161,b_frag:83,b_i0:161,b_i0_partit:161,b_i1:161,b_i1_partit:161,b_i2:161,b_i_common:161,b_index:161,b_inn:[183,185],b_layout:161,b_local:161,b_nd:[182,188,195],b_np:[95,189,190,195],b_o:161,b_orig:[182,188],b_out:[183,185],b_pack:[182,188],b_pad:161,b_partition_2:161,b_rf:[123,161],b_rf_1:123,b_share:161,b_tn:[183,185],b_tvm:[95,189],b_v0:129,b_v0_1:129,b_v1:129,b_v1_1:129,ba:[53,83,153],back:[6,8,9,15,32,34,35,36,37,46,53,67,68,107,111,117,124,137,141,143,152,153,155,157,158,160,161,162,167,174,176,182,185,188,190,192,197,199],backend:[0,1,3,6,9,11,13,15,18,35,37,44,55,59,66,73,84,87,91,92,93,94,100,104,105,106,108,109,110,111,132,136,138,139,142,143,145,149,152,155,158,161,162,163,169,178,195,196,199,200,203],background:[13,21,24,43,156],backpropag:168,backtrac:53,backward:[12,48,69,102,152,155,162],backward_fold_scale_axi:155,backward_index:161,backward_shap:161,backward_window_s:136,backwardfoldscaleaxi:[12,155],bad:[13,28,46,79,137,164],badli:111,baidu:47,balanc:[18,53,174,191],ban:[57,158,159],banana:49,band:[152,162],bandwidth:[143,145,174],bank:[82,160,161],bar:[30,106,137],bare:[9,32,59,103,113,130,145],barinov:[53,64],barrett:201,barrier:[3,22,160,161],barrier_count:161,barrier_id:161,base:[1,3,4,7,9,12,14,15,16,18,19,21,23,24,28,29,32,33,34,35,40,49,53,59,72,90,91,92,93,94,102,106,107,108,110,112,127,130,132,136,137,138,140,143,145,148,149,150,152,154,155,156,157,158,159,160,161,162,163,165,166,167,170,173,176,178,182,188,189,190,196,199,200,201],base_address:107,base_pointer_offset:107,baseattrsnod:15,baseexpr:143,basefunc:[143,161],baselin:100,basenam:108,basep0:107,basep1:107,basep2:107,basep3:107,basep4:107,basetyp:[167,170],bash:[20,28,32,61,63,66,111,131,134,177],bashrc:[66,67,68,132,134,177,192],basi:[37,143,191,199],basic:[12,13,14,21,24,35,55,67,68,76,83,95,122,128,143,147,153,155,161,162,164,168,182,188,193,196,199,200,201],basicconfig:117,bat:10,batch:[1,62,72,82,83,84,111,117,118,127,129,134,136,137,138,144,151,152,153,154,155,156,161,162,169,173,178,182,183,185,188,190,191,197,199,201],batch_axi:[152,162],batch_dim:[152,154,162],batch_flatten:[62,65,79,118,153,197],batch_index:156,batch_matmul:[56,62,72,138,150,153,155,162],batch_matmul_cubla:72,batch_matmul_leg:162,batch_norm:[56,62,65,79,117,118,153,154,162,169,197],batch_siz:[43,67,68,72,79,83,91,92,93,94,98,99,100,101,102,111,117,118,137,151,152,153,154,155,156,161,162,183,185,190,197],batch_to_space_nd:[153,155,162],batchflatten:153,batchingop:155,batchmatmul:[4,155],batchmatmulv2:4,batchnorm:1,batchnormattr:1,batchnormcallback:169,batchnorminfercorrectlayout:1,batchnormwithglobalnorm:4,batchtospacend:4,baud:106,baz:30,bb:[83,120,128,161,162],bbox_pr:156,bbuf:67,bc:[83,138],bcast_add:[161,162],bcb562e2cf839ad7d45b93ea7b0abb0d:91,bcda4716699ac97ea44f791c24310193:46,bceb91c5ad2e2deb295547d81505721d3a87d578:[104,106,108],bcebo:47,bcm2837:68,bd206494e8b6a27b25e5cf7199dbcdbfe9d05d1c:191,bdc285eec5e051bc3f230cdb78c10af1:91,becaus:[1,3,5,7,9,12,13,15,20,21,24,26,28,32,33,34,35,36,46,55,58,62,70,71,72,76,78,91,92,93,94,105,108,117,131,136,137,141,143,152,155,157,159,161,164,166,167,169,170,174,177,190,191],becom:[1,7,11,12,13,34,35,58,78,79,123,127,153,155,161,162,170,174,202],been:[5,7,12,14,18,22,24,27,29,32,39,62,63,79,84,87,95,102,107,111,134,137,143,150,151,153,155,160,161,162,164,166,169,177,191,195,196,199,201,202],befor:[1,2,6,7,8,12,14,17,19,20,21,23,24,26,28,29,33,34,35,43,49,55,56,63,64,65,70,72,76,78,79,82,83,84,87,91,95,99,100,101,104,105,106,107,108,109,110,111,112,114,117,123,127,128,136,137,139,141,143,144,145,149,151,152,153,155,156,157,158,160,161,162,167,169,170,172,177,178,183,185,191,195,199,202],before_1:153,before_add_unit_loop:161,before_annot:161,before_bind:161,before_block:161,before_cache_inplac:161,before_cache_read:161,before_cache_writ:161,before_compute_at:161,before_decompos:161,before_fus:161,before_inlin:161,before_merg:161,before_n:153,before_pad_einsum:161,before_parallel:161,before_partit:161,before_reindex:161,before_reindex_cache_read:161,before_reindex_cache_writ:161,before_reord:161,before_reverse_compute_at:161,before_rfactor:161,before_rolling_buff:161,before_set_axis_separ:161,before_set_dtyp:161,before_set_scop:161,before_split:[160,161],before_storage_align:161,before_tensor:161,before_transform_block_layout:161,before_transform_layout:161,before_unannot:161,before_unrol:161,before_vector:161,beforehand:[28,177],begin:[7,19,28,34,35,42,44,45,46,47,48,49,64,69,90,91,93,95,98,104,105,106,108,109,111,117,137,143,152,153,161,162,188,191,193,197,199],beginn:[24,202],behav:[9,152,162,167],behavior:[6,7,9,12,14,16,21,34,45,48,64,67,68,69,70,87,90,111,122,137,141,143,152,155,158,160,161,162,174,188,189],behaviour:64,behind:[13,197,199],beij:45,being:[1,3,6,7,9,12,15,16,23,24,25,28,29,30,32,34,35,39,55,63,64,78,107,111,128,137,143,145,147,153,155,158,161,166,167,170,174,177,182,183,185,201],believ:[5,13,23],belong:[7,33,111,143,147,155],belong_to:143,below:[1,2,4,6,7,9,11,13,14,24,25,28,29,32,33,34,36,37,39,50,53,54,55,56,61,63,64,65,67,68,70,72,78,82,84,90,91,92,93,94,95,99,100,101,102,105,106,107,110,111,114,117,118,120,128,129,132,134,136,137,143,152,155,158,160,161,162,165,166,167,169,170,173,174,177,178,182,183,185,188,189,192,196,197,201,202],benchmark:[6,59,64,66,70,71,72,91,92,93,94,99,100,101,102,104,106,108,114,141,154,155,161,191,201,202],benchmark_layout_transform:102,benchmarkresult:[141,158],benefici:1,benefit:[18,22,24,28,53,64,65,72,128,161,162,199],bernardo:203,bert:[4,138],besid:[6,15,24,40,64,65,72,119,123,152,153,162,163,164,170,192,199,200],best:[6,7,9,14,21,22,39,53,62,64,69,70,71,72,84,90,91,92,93,94,95,98,99,100,101,102,106,111,117,136,137,144,148,155,166,183,189,190,191,196,199,201,202],best_config:98,best_record:136,beta:[136,153,162,169],better:[1,4,5,8,9,12,20,23,34,71,78,82,99,102,104,111,117,127,134,136,137,150,152,155,177,190,191,199,201],between:[1,3,7,12,14,17,18,22,24,28,30,33,34,36,37,63,71,78,102,111,122,127,128,132,136,137,141,149,152,153,154,155,158,160,161,162,167,169,170,171,174,182,183,185,191,199,200,201],beyond:[3,177],bf16:161,bf16computeleg:161,bf16storageleg:161,bf2d0c1e:69,bf:[98,123],bgemm:[92,94],bgr:42,bh:162,bi:[7,162,182,183,185],bia:[56,61,90,95,114,117,119,120,138,150,153,162,169,189],bias:[43,154,178],bias_1:90,bias_add:[55,56,62,65,79,114,153,155,162,169,197],bias_add_:169,bias_add_leg:162,bias_nod:169,bias_np:90,bias_scal:150,bias_tvm:90,bias_var:150,biasadd:[4,95],bicub:[45,46,151,153,162],bicubic_alpha:162,bicubic_exclud:162,bicycl:43,bidirect:166,bidirectional_rnn:166,bifrost:159,big:[20,56,84,143,149,152,161,166],bigger:[70,71,166],biggest:161,bign:84,biject:161,bijective_layout:161,bijectivelayout:161,bilinear:[45,151,153,162],bin2c:111,bin:[36,53,59,63,65,66,91,93,107,111,132,177],binar:[137,162],binari:[2,8,11,16,17,18,29,30,33,35,53,55,58,61,64,90,95,99,100,101,102,106,111,112,132,133,137,138,145,152,157,158,160,161,162,174,177,189,191,199],binarize_pack:162,binary_blob_log:8,binary_blob_s:8,binary_blob_type_kei:8,binary_dens:162,binary_search:162,bind:[6,23,29,34,37,56,58,66,67,68,76,78,82,83,90,91,98,99,100,101,122,123,124,128,131,132,137,139,143,148,149,152,155,157,158,160,161,162,165,166,169,177,183,190,192,196,199,200],bind_const:155,bind_gpu:137,bind_params_by_nam:[79,114,169],bindtarget:161,binop:162,bipolar:[153,162],bisect:28,bistream:[163,177],bit:[16,22,59,62,63,70,71,111,150,152,153,160,161,162,170,173,174,177,178,182,188],bit_axi:[153,162],bitcod:9,bitflag:161,bitmask:[158,161],bitpack:[153,162,169],bitplan:153,bitseri:[153,162],bitserial_conv2d:153,bitserial_conv2d_leg:162,bitserial_conv2d_nchw:162,bitserial_conv2d_nhwc:162,bitserial_dens:[153,162],bitstream:[58,163,173,178,182,183,185,188],bitwidth:63,bitwis:[152,161,162],bitwise_and:[152,161,162],bitwise_not:[152,161,162],bitwise_or:[152,161,162],bitwise_xor:[152,161,162],bj:[7,47],bl:82,bla:138,black:[117,120,138,158],black_format:158,blank:[24,144],ble:111,blink:106,blitz:[193,198],blob:[0,8,42,43,44,45,46,47,48,50,64,66,67,68,70,107,109,110,114,153,154,155,157,178,197,199],blob_siz:8,blob_type_kei:8,block:[12,15,18,19,20,21,24,28,35,56,61,62,63,72,78,83,90,91,92,93,94,95,98,99,100,101,102,123,127,136,137,143,144,145,147,148,149,152,153,154,155,157,158,159,160,161,162,168,174,177,181,182,184,186,189,190,192,200],block_a:161,block_attr:161,block_b:[161,200],block_col_warp:83,block_dim:37,block_factor:82,block_i:[82,83],block_in:[182,183,185],block_info:161,block_j:83,block_k:83,block_or_loop:161,block_out:[178,182,183,185,188],block_pad_const:161,block_real:161,block_row_warp:83,block_scop:161,block_shap:[153,162],block_siz:[83,153,162],block_sref:161,block_sref_reus:161,block_x:[82,83,124],block_z:[82,83],blockdependenceinfo:161,blockidx:[37,82,83,90,98,117,122,123,124,125,161,192,195,199,200],blockidx_i:[83,195],blockidx_x:[83,90,123,124,125,195],blockidx_z:[83,195],blockiz:161,blockreal:161,blockrv:[144,161],blockscop:161,blocksiz:[72,155],blog:[27,166,176],blue:[7,138],blueocean:19,bmma_sync:161,bn0_beta:[79,197],bn0_gamma:[79,197],bn0_moving_mean:[79,197],bn0_moving_var:[79,197],bn1_beta:[79,197],bn1_gamma:[79,197],bn1_moving_mean:[79,197],bn1_moving_var:[79,197],bn:[1,84,155,169,199],bn_beta:[117,118],bn_data_beta:[79,197],bn_data_gamma:[79,197],bn_data_moving_mean:[79,197],bn_data_moving_var:[79,197],bn_dim:1,bn_gamma:[117,118],bn_mean:[117,118],bn_mmean:[117,118],bn_mvar:[117,118],bn_node:169,bn_var:[117,118],bnf:154,bnn:59,bo:[182,183,185],board:[9,24,28,58,63,91,99,101,104,105,106,107,109,110,112,159,172,178,188,192],bodi:[7,13,20,28,34,35,53,67,68,76,84,90,91,92,93,94,95,98,99,100,101,102,123,124,125,128,136,148,149,152,154,155,160,161,167,169,174,182,188,189,190,195,199],body_analysi:0,boilerpl:[10,169,195],bolt:171,bookkeep:34,bool:[12,15,33,34,35,45,76,83,84,90,91,92,93,94,104,105,110,114,123,124,125,128,129,136,137,138,139,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,167,169,170,182,183,185,188,189,195,199,200],bool_:[36,45],booleanexpress:161,boost:[53,55,62,83,99,191,201],boot:63,bootstrap:134,border:[151,153,162],bore:169,borrow:5,bot:21,both:[1,3,6,7,8,9,12,13,14,15,16,18,19,21,24,25,28,32,33,34,40,53,55,58,62,63,67,68,72,76,82,83,84,105,106,110,111,117,122,123,129,132,137,139,143,145,147,148,151,152,153,155,157,160,161,162,164,166,167,169,173,174,176,177,178,182,183,185,188,191,192,195,199,201,203],bother:33,bottl:154,bottle_neck:154,bottleneck:[21,154],bottom:[7,19,35,43,111,127,151,162],bought:21,bound:[6,7,13,34,37,43,127,136,143,147,149,152,155,156,160,161,162,166,167,169,170],bound_type_var:147,bound_var:147,boundari:[53,107,138,151,156,160,162,169],box:[18,29,43,45,106,117,120,127,138,151,156,162,169,173,177],box_bottom:156,box_ind:151,box_indic:[151,162],box_left:156,box_right:156,box_top:156,boxes_i:69,boxes_x:69,brace:167,bracket:[28,162],bram:174,branch:[19,27,28,29,34,35,63,84,104,105,108,110,112,149,155,160,161,166,167,169,170,177],brand:53,breadth:18,breakdown:[6,136],brew:[29,132],bridg:[53,131,138,158,171],brief:[12,15,24,33,35,106],briefli:[13,24,37,170],bring:[6,31,40,43,72,75,98,102,103,113,150,157,158,169,171,177,183,196,200],broad:[27,166,200],broadcast:[14,33,84,95,152,161,162,167,168,170,189,195,199],broadcast_add:[155,195],broadcast_mul:195,broadcast_to:[152,162],broadcast_to_lik:152,broadcast_typ:152,broadcastto:4,broader:[21,22,174],broadli:[23,30],broadwel:201,broken:[1,110],brows:106,browser:[15,131],bs_c:[72,95,162],bs_r:[72,94,95,162],bsp:160,bsr:[72,153,155,162],bsr_dens:[72,155],bsr_matrix:[72,153],bt:[25,167,170],bucket:[58,155],budget:[90,91,92,93,94,95,99,100,101,189,190],buf:106,buf_0:35,buf_1:35,buf_:35,buf_decl_:35,buf_idx_:35,buf_index_arrai:161,buf_len:106,buf_stream:35,buf_typ:161,buffer:[3,7,11,12,16,35,37,50,53,71,76,82,83,84,90,95,106,110,123,124,125,128,129,136,137,139,146,153,158,160,161,162,164,173,174,183,185,189,195,199,200],buffer_dim_align:161,buffer_dtyp:158,buffer_index:161,buffer_load:161,buffer_map:[95,161],buffer_ptr:161,buffer_typ:[123,124,125,129,161,162,195,199],buffer_var:161,buffer_var_map:161,bufferdef:161,bufferload:161,buffernod:161,bufferr:161,bufferregion:161,bufferstor:161,bug:[17,29,39,44],bug_fix:28,bugfix:28,build:[1,2,3,6,8,10,11,12,15,19,24,25,27,28,29,32,33,36,37,42,43,46,50,53,57,58,63,64,65,66,69,70,71,72,76,78,82,83,84,90,91,92,93,94,95,98,99,100,101,102,105,106,110,111,115,116,119,120,122,123,127,128,130,131,133,135,136,137,139,141,143,144,145,146,148,150,152,154,155,158,159,160,161,162,163,167,168,169,170,174,182,183,185,188,189,190,191,194,195,196,197,199,201,203],build_config:[1,8,72,152,155,163,178,183],build_cuda:[37,132],build_cuda_on:37,build_debug:132,build_dir:106,build_dock:32,build_func:[64,91,93,99,101,105,118,136,137,191],build_gcn:[114,116],build_input:144,build_kwarg:[105,137],build_loc:32,build_modul:[7,8,37,44,45,46,47,61,67,68,69,71,76,79,99,100,101,102,114,117,118,145,178,200],build_module_with_cross_compil:157,build_opt:[63,105],build_releas:132,build_result:144,build_runtime_modul:138,build_shared_lib:134,build_start:178,build_tim:178,buildabl:10,buildconfig:12,buildcuda:37,builder:[13,35,64,91,93,98,99,100,101,102,105,136,137,144,152,190,191],builder_result:144,builderinput:144,builderresult:144,buildertyp:144,buildid:59,buildreal:7,built:[7,9,10,11,19,24,29,32,34,35,53,55,56,62,65,79,87,107,111,112,117,123,127,131,132,133,135,138,139,144,145,148,154,159,160,161,164,166,170,171,174,177,178,190,191,193,201],builtin:[6,35,45,122,161],bulk:[34,37,161,170,182,183,185,188],bullet:28,bump:29,bunch:[72,111],bundl:[15,57,138,174,194,196],burden:[21,28,199],burn:63,burst:143,busi:174,button:[19,21,106],bwmma:161,bx:[37,82,98,122,125,199],byoc:[11,53,62,106,118,150,196],bypass:[34,35,49,137],byte_count:161,bytearrai:[2,138,141,152,157,158],bytecod:[18,148],bz:82,c1:167,c2:[0,167],c4:102,c5:[71,102],c:[1,3,6,7,8,9,11,13,15,27,30,34,36,37,43,50,53,55,58,59,63,70,71,72,76,78,83,84,90,91,93,95,104,105,106,107,108,109,110,111,112,120,122,123,125,128,129,133,135,136,137,138,139,140,143,145,151,152,153,155,156,157,158,159,160,161,162,164,166,167,170,172,173,174,177,178,182,185,188,189,190,195,196,199,201,203],c_1:[84,125,128,129,161,182,188,189,199],c_2:[125,129,199],c_backend_api:110,c_buf:[182,188],c_buf_1:182,c_compiler_input0:35,c_compiler_input1:35,c_compiler_input2:35,c_compiler_input3:35,c_data:78,c_dtype:161,c_global:[84,199],c_global_1:[84,199],c_index:161,c_init:162,c_layout:1,c_mod:145,c_nd:[182,188],c_np:[98,189,190],c_pad:161,c_ref:[182,188],c_runtime_api:[3,15,35,53,110],c_share:161,c_source_cod:110,c_source_modul:110,c_tvm:[98,189,190],cabl:[145,177],cach:[9,15,34,48,53,62,64,69,70,82,87,98,99,100,101,102,109,114,136,137,138,141,148,153,158,160,161,162,163,174,182,183,185,188],cache_flush_byt:158,cache_index:161,cache_inplac:161,cache_line_byt:136,cache_line_s:161,cache_read:[82,83,90,98,160,161],cache_writ:[82,83,84,98,160,161,199],cached_block:161,cached_func:148,cachedfunc:148,caden:[45,48,109],caff:150,caffe2:[150,152],caffe_pb2:150,caffemodel:150,calcul:[7,33,53,64,79,107,108,137,141,143,151,152,153,154,155,156,161,162],calculate_allocated_byt:161,calculate_constant_byt:161,calculate_qparam:[70,109],calculate_workspace_byt:161,calculateexpr:20,calculateexprinint64:20,calculation_dtyp:64,calibr:[9,63,70,147],call:[1,3,5,6,7,8,9,12,13,14,15,16,17,18,25,27,28,32,34,35,36,37,40,49,53,56,63,67,68,70,71,72,76,79,82,83,84,100,104,106,108,109,110,111,117,118,119,120,125,127,128,131,132,136,137,138,140,141,143,144,147,148,149,150,152,154,155,157,158,159,160,161,162,164,165,166,177,182,188,190,195,196,197,199,201,202,203],call_all_topi_func:136,call_asm:9,call_cpack:161,call_cpacked_low:161,call_extern:[9,128,161,182,183,185,188],call_impl:161,call_intrin:[83,122,161],call_llvm_intrin:161,call_llvm_pure_intrin:161,call_low:155,call_nod:79,call_node_inst:79,call_pack:[120,160,161,162],call_packed_low:161,call_pattern:169,call_pure_extern:[122,161],call_tir:161,callabl:[12,125,136,137,138,143,144,149,152,155,157,160,161,162,167],callback:[1,15,64,76,78,98,99,100,101,102,105,111,120,136,137,138,143,144,149,155,158,161,169,190,191],callbacklisttyp:144,callcheck:34,calle:15,calleffectkind:[122,161],caller:[15,18,161],callgraph:147,callhello:15,callingconv:143,callnod:[13,34,35,79],callpack:15,callpattern:149,camel:28,camera:111,can:[1,2,3,4,5,6,7,8,9,10,12,13,14,15,16,19,20,21,22,23,24,25,26,28,29,30,32,33,34,35,37,39,40,42,43,44,45,46,47,48,49,50,51,53,54,55,56,57,59,60,61,62,63,64,65,66,67,68,69,70,71,72,75,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,138,140,141,143,144,145,146,147,148,149,150,151,152,153,155,157,158,159,160,161,162,163,164,165,166,167,168,169,170,172,173,174,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],can_convert_multiply_to_intdiv:162,can_decompose_pad:161,candid:[9,12,21,23,24,27,136,137,143,144,155,161,190],candidate_block:72,cannot:[1,3,9,12,13,17,19,20,25,26,29,32,35,55,58,67,68,72,84,95,98,117,122,123,131,136,137,143,145,147,150,152,158,160,161,162,164,167,169,174,190,199,202],canon:[151,152,153,154,159],canon_multi_target:[148,152,159],canon_multi_target_and_host:159,canon_target:[136,148,152,159],canon_target_and_host:159,canon_target_map_and_host:159,canonic:[78,155],canonicalizecast:[152,155],canonicalizeop:[79,152,155],canva:46,cap:28,capabilit:191,capabl:[3,13,32,36,53,56,73,83,106,111,138,166,167,169,189,199,201],capac:159,captur:[23,34,44,108,155,159,160,161],capturepostdfsindexinspan:155,car:111,car_224:111,car_64:111,car_imag:111,card:[63,100],care:[1,19,20,21,24,111,136,137,164,166,174],carefulli:[27,111,160,161,199],carri:[9,12,124,138,155,160,162,203],cars_train:111,cartesian:152,cascad:[0,161],cascadelak:[0,70,71,202],cast:[4,35,55,64,83,152,155,161,162,170,178,183,185],cast_lik:152,cat:[29,42,44,45,46,47,48,50,64,65,66,67,68,70,107,109,191,201],catamount:[64,70],catan:111,catan_224:111,catan_64:111,catan_imag:111,categ_fn:64,categ_url:64,categor:[1,24,111],categori:[0,1,12,25,64,107,111,156],categorical_crossentropi:111,caus:[7,13,19,21,22,26,28,39,44,56,62,69,71,79,87,119,137,145,152,155,162],caution:[117,148,152,161],cautiou:21,caveat:9,cb:[46,128],cbla:[14,35,120,142,160,162],cc:[3,8,12,15,18,25,30,33,34,35,37,55,57,58,62,63,82,84,104,109,128,132,142,158,162,167,170,174,199,203],cc_code:128,ccach:[132,138],ccache_env:138,ccachekei:148,ccachevalu:148,ccccdddd:53,ccompil:35,cd:[29,36,53,55,57,58,59,61,63,66,67,68,104,105,107,108,110,112,132,134,177,192,202,203],cdr:[153,162],ceil:[4,62,151,152,153,160,161,162],ceil_div:164,ceil_log2:162,ceil_mod:[153,162],ceildiv:161,cell1:166,cell2:166,cell:[154,162,166],cell_out:166,center:[18,63,151,153,156,162,177],centercrop:[45,47,48,64,70,109],cento:132,central:[9,15,30,91,99,100,101,200],centric:53,certain:[7,12,14,19,20,23,35,78,111,128,132,136,137,140,143,149,150,160,161,162,166,167,169,170,174,199,200],certainli:[7,15,155],cfd09cf1ca9e943f0ee12a18813a5c75:94,cffi:[43,178],cfg:[37,43,98,137,162,163,178],cfg_name:43,cfg_path:[43,178],cfg_url:43,cfgdtcmsz:107,cfgitcmsz:107,cflag:134,chain:[20,137,147,161],challeng:[1,15,18,37,111],chananel:162,chanc:[13,84,128],chang:[1,6,7,9,11,13,14,15,18,19,20,23,24,25,26,28,29,37,55,56,62,63,64,65,66,67,68,71,72,76,79,84,87,90,91,92,93,94,98,99,100,101,102,104,106,109,110,111,112,114,131,132,148,150,152,155,160,161,162,166,167,169,173,174,177,178,190,192,199],change_dtyp:150,changebatch:155,changedatatyp:150,channel:[1,17,22,23,36,46,65,70,79,82,83,111,112,117,118,143,145,147,151,153,154,156,161,162,173,182,183,185,188,197],channel_axi:162,channel_block:[161,162],channel_chunk:162,channel_multipli:162,channelis:162,charact:162,character:[9,166],characterist:[174,176],charg:[91,99,101,164],cheap:[18,111],cheat:111,check:[5,6,8,12,13,15,18,19,20,22,25,28,29,34,35,36,46,50,53,62,63,64,71,72,76,91,92,93,94,95,98,106,111,112,114,117,128,131,132,136,137,138,141,143,144,146,147,149,152,154,155,158,160,161,162,165,167,169,170,174,177,188,190,191,194,197,199,201],check_basic_block_normal_form:147,check_const:147,check_grad:154,check_kind:147,check_task_input_by_placeholder_nam:136,check_workload_kei:136,checked_typ:[35,143,155,169],checker:[136,161,170],checker_:34,checklist:35,checknumer:4,checkout:[15,19,29,37,40,57,87,104,105,106,108,110,112,128,177],checkpoint:[4,48,69,70,109],chen:[78,120,122,123,124,199],chengfan:[90,91,94,95,189],cherri:27,chi:[79,119],chien:114,child:[8,145,149,161,169],child_pattern:169,children:[7,8,161],chintala:154,chip:[61,83,159,173,174,182,183,185,188,192],chmod:[63,104,105,108,110,112,177],choic:[5,6,18,21,25,27,40,53,72,137,152,162],chois:152,choos:[1,9,13,15,19,27,33,53,63,64,70,71,72,98,102,105,107,110,112,132,137,148,150,158,182,183,190,191,195,196,197,199,201],chose:[84,105,199],chosen:[9,14,24,105,110,153,154,159,162,199],chosen_block:72,chri:[190,191,194,196,201],christian:154,christoph:[166,203],chroma:46,chunk:[72,83,84,161,183,185],churaev:[53,56],chw:[154,191],ci:[0,7,20,27,29,53,82,90,92,94,98,162,182,183,185,199],ci_adreno:53,ci_cpu:[28,131],ci_foo:19,ci_gpu:32,ci_init:[183,185],ci_lint:[20,28],circular:161,circumst:166,cisc:[18,174],citation_graph:114,civil:21,cj:7,ckpt:4,cl:[53,64,65,66,93,140,144,149,157,158,192,199,202],cl_qcom_ml_op:53,clang:[9,20,28,53,65,78,119,128,132,142],clarif:21,clarifi:[7,24],clases:154,class_id:156,class_id_to_kei:[45,48,109],class_nam:[45,48],class_path:[45,48,109],class_url:[45,48,109],classi:107,classic:[45,48,64,162],classif:[1,42,44,45,61,64,66,108,111,154,177,191,201,202],classifi:[12,64,107,111,154,167,191,201],classify_image_graph_def:49,classmethod:[138,158],claus:[14,152,166,167,170],clean:[1,5,23,36,137,162,164,177],cleanup:[28,76,108,144,155],clear:[7,12,21,23,25,28,35,79,136,137,148,182,183,185],clear_cach:137,clear_fallback_cach:137,clear_import:158,clear_sess:66,clear_stat:[178,182,183,185],clearli:[6,7,13,33,170],clever:53,cli:[103,111,113,138,172],click:[19,21,29,42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],client:[17,157],client_via_proxi:157,climb:107,clip:[46,62,152,156,162,183,185],clipbyvalu:4,clml:[53,64,65],clml_modul:53,clo_index:18,clock:[9,137,143,158,173,177],clock_frequency_hz:143,clone:[29,58,59,63,66,67,68,69,106,108,131,132,134,144,155,177,192],cloned_context:144,cloned_postproc:144,cloned_rul:144,cloned_sg:144,close:[6,13,29,35,50,71,127,145,153,154,157,162,167,174,177],close_transport:10,closer:[6,18,40,102,111,136,137,160,161],closest:[111,155,161,162],closur:[13,18,154,155,165,166,177],closure_arg:18,closure_var:160,cloud:63,cloud_machine_typ:0,cloud_provid:0,cloudpickl:[98,99,100,101,107,132,190],cls_prob:156,clump:111,cluster:[53,72],clz:[161,162],cm:42,cma:177,cmake:[2,28,30,32,35,36,53,55,56,59,62,63,64,66,67,68,87,107,108,117,118,132,134,177,192],cmake_c_compil:36,cmake_cxx_compil:36,cmake_cxx_compiler_launch:132,cmake_find_root_path_mode_includ:36,cmake_find_root_path_mode_librari:36,cmake_find_root_path_mode_packag:36,cmake_find_root_path_mode_program:36,cmake_sysroot:36,cmake_system_nam:36,cmakelist:134,cmath:35,cmd:[107,138],cmd_stream:107,cmd_stream_vers:107,cmod:53,cms_length:107,cmsi:[103,106,113],cmsis_5:108,cmsis_nn:106,cmsis_nn_tag:108,cmsis_nn_url:108,cmsis_path:108,cmsis_sha:108,cmsis_url:108,cmsisnn:[106,108],cn10ka:61,cn:[45,47],cnf10kb:61,cnf:14,cnhw:162,cnn:[63,153,162],co:[4,6,29,62,90,92,94,98,152,160,161,162,174,182,183,185],co_init:[183,185],coalesc:9,coars:9,cobj_bin:138,coco:[43,106,111,178],coco_nam:43,coco_path:[43,178],coco_url:43,coco_v1:69,cocodataset:111,code:[6,7,8,9,10,11,12,13,14,15,16,17,19,22,23,24,25,27,28,29,30,32,33,34,37,39,40,42,43,44,45,46,47,48,49,50,53,54,56,59,60,61,62,63,64,65,66,67,68,69,70,71,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,109,112,114,117,118,119,120,122,123,124,125,127,128,129,132,133,136,137,138,139,140,141,143,144,148,149,151,152,153,154,155,157,158,159,160,161,162,163,164,167,169,170,174,178,182,183,185,188,189,190,191,192,194,195,196,197,200,201,202,203],code_hash:137,code_stream_:35,codebas:[6,7,20,23,25,27,29,38,158],codeblock:15,codegen:[1,6,16,31,37,40,55,56,61,106,110,118,132,139,148,155,159,171,196,203],codegen_c:35,codegen_cuda:37,codegen_llvm:37,codegencbas:35,codegencuda:37,codegenllvm:37,codgen:159,codifi:19,coeffici:[151,153,162],col:161,col_offset:143,col_sum:158,colab:[42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],collabor:[21,23,27,123,172],collag:155,collagepartit:155,collaps:[152,162],collapse_sum:162,collapse_sum_lik:[33,152],collapse_sum_to:152,collapse_typ:152,collapseif:34,collapsesumlik:33,collect:[6,8,12,21,22,29,31,33,34,35,37,56,79,87,107,114,130,136,137,138,143,147,152,158,159,161,162,170,190,199,201],collector:87,collid:20,collison:143,color:[111,127,138,197],color_bgr2rgb:69,column:[63,84,123,124,143,152,158,161,167,199],column_major:161,columnar:0,com:[0,19,20,24,29,42,43,44,45,46,47,48,49,50,53,55,58,59,61,62,63,64,65,66,67,68,69,70,71,87,104,105,106,107,108,109,110,111,112,114,131,132,134,153,154,155,160,161,177,178,191,192,199,201,202],comand:53,combin:[6,9,25,27,33,37,53,136,137,139,143,153,155,161,162,174,190,196,199],combinecontextcal:161,combined_non_max_suppress:156,combineparallelbatchmatmul:[152,155],combineparallelconv2d:[152,155],combineparalleldens:[152,155],combo:177,come:[1,7,13,19,21,22,33,57,70,71,119,156,160,161,174,191,201,203],comm_reduc:[123,129,160,161,182,195],comma:[30,162],command:[3,9,10,20,24,26,28,29,32,36,53,55,57,59,66,67,68,87,90,91,99,100,101,106,107,111,112,131,132,134,138,174,177,189,191,192,196,199,201],command_handl:[182,183,185,188],command_stream:107,commandlin:59,comment:[9,21,24,27,28,49,70,71,127,143,149,152,161,199],commerci:106,commit:[19,21,27,29,30,39,144,161],commit_hash:29,commit_tuning_record:144,commit_workload:144,committ:[19,20,21,27,28],committe:23,committership:22,commmit:28,common:[3,6,9,12,13,14,15,19,21,25,28,32,34,35,78,88,114,138,143,152,153,155,158,161,162,165,167,169,174,176,182,188,190,195,196,199],commonli:[1,7,13,30,33,35,166,174],commonsubexprelimtir:[161,178,183],commreduc:[123,161,182,195],commun:[24,27,28,29,30,36,53,66,91,99,100,101,104,105,106,108,109,110,111,112,130,161,167,170,174,177,194],commut:[129,160,161,162],compact:[128,139,155,160,161,162,190],compactbufferalloc:161,compactli:[166,170],companion:150,compar:[9,21,53,59,64,71,72,84,104,123,127,128,129,143,146,152,153,154,161,167,195,196],comparison:[45,48,105,109,114,134,141,143,153,161,199],compat:[10,12,32,35,48,49,59,62,64,65,69,111,120,132,136,148,150,152,155,161,162,174],compel:18,compet:18,compil:[0,1,2,3,7,8,9,10,11,12,13,14,16,24,30,31,32,33,35,37,39,40,52,53,54,55,56,57,60,73,74,78,80,82,83,84,87,91,93,98,99,100,101,102,103,105,106,113,117,118,120,125,128,130,132,136,137,138,139,141,142,143,147,148,150,152,155,157,158,159,160,161,162,167,169,170,171,172,174,176,178,190,193,196,198],compilation_config:0,compilation_ms_mean:0,compilationconfig:[155,159],compile_and_run:203,compile_coreml:138,compile_cuda:138,compile_definit:108,compile_engin:148,compile_func:[138,157],compile_met:138,compile_model:46,compiled_artifact:6,compiled_lib:141,compiler_filt:155,compiler_src:35,compiltaion:107,complementari:6,complet:[3,6,8,9,10,19,24,35,69,105,120,136,152,158,161,167,174,175,176,177,190,191,193,199,200,201,202],complex:[6,7,9,14,18,21,36,53,55,84,111,136,165,166,169,170,172,182,191,199,200,201,203],complic:[1,7,14,72,90,119,122,124,127,128,136,149,161,167,189,195],compon:[1,9,11,18,28,34,36,37,53,59,62,108,152,161,162,197],compos:[6,7,18,28,33,35,45,47,48,64,70,109,119,125,138,147,148,160,161,162,170,174,177],composit:[6,55,137,155,161,169],comprehens:[21,24,166],compress:[36,53,72,174],compris:37,compromis:21,comput:[3,6,7,9,14,15,16,34,35,37,40,42,53,58,59,61,64,65,67,68,76,82,84,91,92,93,94,110,111,117,120,121,122,123,124,125,127,128,134,136,137,138,139,143,147,148,150,151,152,153,154,155,156,158,159,160,161,162,165,166,167,173,177,178,189,190,191,192,195,196,197,200,201],compute_1:[90,95,195],compute_2:95,compute_3:95,compute_at:[82,83,84,90,95,98,123,124,127,129,136,160,161,182,183,185,189,199],compute_cumprod:33,compute_cumsum:33,compute_dag:[90,91,92,93,94,95,136,189],compute_flop:137,compute_i0:90,compute_i0_i:90,compute_i0_o_i:90,compute_i0_o_i_i1_o_i_fused_i2_o_i_fused_i3_o_i_fus:90,compute_i0_o_o_i:90,compute_i0_o_o_i_i1_o_o_i_fused_i2_o_o_i_fused_i3_o_o_i_fus:90,compute_i0_o_o_o:90,compute_i0_o_o_o_i1_o_o_o_fused_i2_o_o_o_fused_i3_o_o_o_fus:90,compute_i1:90,compute_i1_i:90,compute_i1_o_i:90,compute_i1_o_o_i:90,compute_i1_o_o_o:90,compute_i2:90,compute_i2_i:90,compute_i2_o_i:90,compute_i2_o_o_i:90,compute_i2_o_o_o:90,compute_i3:90,compute_i3_i:90,compute_i3_o_i:90,compute_i3_o_o_i:90,compute_i3_o_o_o:90,compute_inlin:[82,83,90,95,98,160,161,199],compute_or_sch:136,compute_relu:160,compute_root:[160,199],compute_tensor:136,compute_vers:[83,138,158],computedag:136,computelibrari:55,computeop:[7,136,137,160],computeopnod:7,con:[166,170],concat:[4,33,153,161,162,166],concaten:[1,33,62,138,152,162,166,177],concatv2:4,concept:[7,9,12,13,24,35,167,182,196,199],conceptu:18,concis:[166,182,188,199],concist:143,conclud:[32,37,53,63,182,188],concret:[20,26,34,36,143,166,170],concrete_shap:143,concurr:[84,158,174],cond:[34,149,152,160,161,164,169],conda:63,condit:[14,20,39,69,95,123,133,137,143,149,152,160,161,162,167,169,170,174,182,191,195],condition1:164,condition2:164,condition3:164,condition:9,conditional_typ:161,conditon:152,conduct:[143,161,190],condval:90,condval_1:90,condval_2:90,condval_3:90,conf:[24,29,134],confid:[111,156],config:[2,6,12,14,26,30,32,35,36,49,53,55,56,59,61,62,63,64,66,67,68,72,76,78,83,87,91,92,93,94,98,99,100,101,102,104,105,106,107,108,109,110,111,112,117,132,134,136,137,143,145,150,152,155,161,162,163,173,174,177,178,182,183,185,190,191,192],config_file_nam:118,config_main_stack_s:[104,105,108,110],config_spac:[64,98,99,100,101,102,190,191],configent:[137,190],configspac:[98,137,190],configur:[6,11,12,19,21,24,26,28,30,32,34,35,53,55,62,63,66,67,68,78,91,98,99,100,101,106,107,111,118,132,133,134,136,137,140,143,145,152,155,158,161,163,175,178,182,183,185,188,190,191,192,196,201],confirm:[44,66,91,99,100,101,161],conflict:[24,27,82,90,92,132,160,161,164],conform:[14,199],confus:[22,59],congigur:64,conglomer:111,congratul:[35,39],conjug:[152,162],conjunct:14,connect:[36,53,55,64,67,68,106,107,108,111,117,118,119,127,134,138,148,157,167,168,174,177,178,182,183,185,188,192,202],connect_track:[64,66,157],connection_typ:55,consecut:[125,152,155,156,160,161,199],consensu:[23,27],consequ:[6,27,174,182,183,188],conserv:7,consid:[1,7,9,11,13,14,24,27,28,33,34,35,55,98,99,101,111,136,147,150,151,153,161,162,166,167,169,170,174,199],consider:21,consist:[1,3,6,14,18,23,24,27,37,63,65,95,111,117,118,125,132,143,158,161,167,170,182,191,192,197,199,203],consol:[64,91,92,93,94,106,107],consolid:[9,161],const_cast:[1,111],const_fold:143,const_index:18,const_loc:138,const_rang:164,const_val:158,const_vector:162,constant:[2,6,11,12,14,15,18,27,56,69,78,114,118,143,147,148,149,150,151,152,153,155,158,160,161,162,164,165,166,169,170,178,190],constant_byte_align:161,constant_info_arr:143,constant_memory_pool:152,constant_valu:153,constantli:[21,196],constantmemorypool:[143,152],constantnod:34,constantpattern:149,constantpoolinfo:[143,152],constants_size_byt:11,constevalu:34,constrain:[107,128,155,169],constraint:[76,84,124,137,143,149,161,165,167,182,199],construct:[2,3,6,8,13,21,25,33,34,35,37,46,56,69,91,92,93,94,110,114,122,123,125,137,138,141,143,147,149,150,152,154,155,157,158,159,160,161,162,164,165,166,170,182,188,190,199],constructor:[3,11,15,20,62,79,119,143,148,152,154,155,157,159,161,165,166,169,170],constructorvalu:[148,154],consult:[17,28,201],consum:[11,18,20,28,62,84,95,110,136,148,156,161,174,182,201],consumer_block:161,consumer_id:95,consumpt:[12,53,56],contain:[2,3,6,7,9,10,11,12,13,14,15,18,19,20,21,25,28,29,31,34,35,36,37,50,53,59,62,63,64,66,78,82,83,84,87,107,110,111,112,119,127,135,136,137,138,141,143,144,145,146,147,148,149,150,152,153,154,155,157,158,159,160,161,162,163,164,166,167,168,170,174,176,177,181,182,188,192,194,199,200,201],container_hostnam:131,content:[6,15,21,28,33,36,43,49,104,105,108,110,111,112,137,138,143,152,153,158,160,161,166,170,177,178,199],content_lan:161,context:[1,6,7,12,18,22,24,44,46,53,79,102,134,136,137,143,144,152,154,155,158,159,160,161,163,174,178,182,183,185,188,190,195,199],context_stack:12,contig:177,contigu:[7,161,174,182],continu:[6,7,10,12,18,19,23,26,29,35,63,84,91,92,93,94,111,117,155,167,190,199],contradict:160,contradictori:24,contrain:155,contrari:[7,125],contrast:[7,24,166,167,177],contrib:[2,8,35,42,43,44,45,46,47,48,49,50,55,56,58,61,62,63,64,65,66,67,68,69,70,71,72,79,83,91,92,93,94,99,100,101,102,104,105,106,108,109,110,114,117,118,119,127,128,133,137,142,145,148,160,162,178,182,183,185,188,191,192,197,199,201,203],contrib_conv2d_gemm_weight_transform:153,contrib_conv2d_gemm_without_weight_transform:153,contrib_conv2d_nchwc:153,contrib_conv2d_winograd_nnpack_weight_transform:153,contrib_conv2d_winograd_weight_transform:[44,153],contrib_conv2d_winograd_without_weight_transform:153,contrib_conv3d_winograd_weight_transform:153,contrib_conv3d_winograd_without_weight_transform:153,contrib_dense_pack:153,contrib_depthwise_conv2d_nchwc:153,contribut:[9,20,21,22,23,24,27,38,152,194],contributor:[20,21,22,23,24,28,130],contriv:110,control:[6,12,13,18,20,34,35,53,64,91,99,100,101,106,111,120,136,137,147,152,155,158,159,161,162,165,166,174,192],control_bu:174,conv0_weight:[79,197],conv1d:[62,153,162],conv1d_ncw:162,conv1d_nwc:162,conv1d_transpos:153,conv1d_transpose_ncw:162,conv2d:[1,4,6,14,53,55,56,62,64,65,70,71,78,79,83,90,98,99,100,101,102,105,117,118,127,138,147,150,153,154,155,160,161,162,167,169,183,190,195,196,197,203],conv2d_alter_layout:[137,162],conv2d_backward_weight:153,conv2d_forward:138,conv2d_gemm_output:91,conv2d_gemm_weight_transform:162,conv2d_hwcn:[127,162],conv2d_infer_layout:162,conv2d_lay:90,conv2d_leg:162,conv2d_nchw:[14,90,98,137,162,195,203],conv2d_nchw_1:[90,195],conv2d_nchw_ff:90,conv2d_nchw_ff_i:90,conv2d_nchw_ff_o_i:90,conv2d_nchw_ff_o_o_i:90,conv2d_nchw_ff_o_o_o_i:90,conv2d_nchw_ff_o_o_o_o:90,conv2d_nchw_nn:90,conv2d_nchw_nn_i:90,conv2d_nchw_nn_o_i:90,conv2d_nchw_nn_o_o_i:90,conv2d_nchw_nn_o_o_o_i:90,conv2d_nchw_nn_o_o_o_o:90,conv2d_nchw_python:[90,98,183],conv2d_nchw_rc:90,conv2d_nchw_rc_i:90,conv2d_nchw_rc_o_i:90,conv2d_nchw_rc_o_o:90,conv2d_nchw_ri:90,conv2d_nchw_rx:90,conv2d_nchw_rx_i:90,conv2d_nchw_rx_o_i:90,conv2d_nchw_rx_o_o:90,conv2d_nchw_ry_i:90,conv2d_nchw_ry_o_i:90,conv2d_nchw_ry_o_o:90,conv2d_nchw_winograd:14,conv2d_nchw_xx:90,conv2d_nchw_xx_i:90,conv2d_nchw_xx_o_i:90,conv2d_nchw_xx_o_o_i:90,conv2d_nchw_xx_o_o_o_i:90,conv2d_nchw_xx_o_o_o_o:90,conv2d_nchw_yi:90,conv2d_nchw_yy_i:90,conv2d_nchw_yy_o_i:90,conv2d_nchw_yy_o_o_i:90,conv2d_nchw_yy_o_o_o_i:90,conv2d_nchw_yy_o_o_o_o:90,conv2d_nchwc:[102,137,162],conv2d_nchwc_int8:162,conv2d_nhwc:[53,92,93,94,162],conv2d_nn:169,conv2d_no_batch:98,conv2d_pattern:203,conv2d_strategi:14,conv2d_strategy_mytarget:14,conv2d_transpos:[1,62,153,162],conv2d_transpose_alter_layout:162,conv2d_transpose_leg:162,conv2d_transpose_nchw:162,conv2d_transpose_nchw_preprocess:162,conv2d_winograd:[92,94],conv2d_winograd_nchw:162,conv2d_winograd_nchw_without_weight_transform:162,conv2d_winograd_nhwc:162,conv2d_winograd_nhwc_without_weight_transform:162,conv2d_winograd_nnpack_weight_transform:162,conv2d_winograd_weight_transform:162,conv2dnchw:203,conv2dtospars:155,conv2dtosparse2:155,conv3d:[62,153,162],conv3d_alter_layout:162,conv3d_ncdhw:162,conv3d_ndhwc:162,conv3d_transpos:[62,153,162],conv3d_transpose_leg:162,conv3d_transpose_ncdhw:162,conv3d_transpose_ncdhw_preprocess:162,conv3d_winograd_weight_transform:162,conv:[46,78,83,90,98,114,154,155,160,162,169,178,195],conv_1:83,conv_block:154,conv_bn:154,conv_mod:138,conv_nod:169,conv_np:90,conv_wmma_accumul:83,conv_wmma_accumulator_1:83,convei:28,conveni:[0,12,13,18,34,56,78,143,150,152,158,170,194],convent:[6,13,21,33,34,60,62,111,137,140,143,152,155,159,160,161,162,164],converg:[90,91,92,93,94,95,189,191],convers:[12,15,21,23,53,56,62,64,72,91,92,93,94,111,150,155,161,167],convert:[3,6,7,15,42,43,44,45,46,48,49,50,53,56,60,62,65,69,71,91,92,93,94,106,107,109,110,111,128,136,137,138,143,146,148,150,151,152,153,154,155,158,159,160,161,162,164,167,191,192,196,199,200,201,202],convert_config:150,convert_conv2d:1,convert_func:138,convert_imag:107,convert_int:122,convert_label:107,convert_model_dense_to_spars:[91,94],convert_to_const:72,convert_to_graphdef:72,convert_to_object:158,convert_variables_to_const:4,convert_variables_to_constants_v2:72,convertblockstoopaqu:161,convertforloopstoseri:161,convertlayout:[1,56,79,91,92,93,94,155],convertssa:161,convf:83,convgemm:[153,162],convini:53,convnet:168,convolut:[1,18,33,37,55,70,71,81,85,88,89,91,92,93,94,96,97,107,111,112,115,116,118,120,134,137,138,147,151,153,154,155,156,161,162,167,168,169,174,177,178,181,182,184,186,191,201],convolution_algorithm:[153,162],convolution_infer:138,convolution_inference_weight_transform:138,convolution_inference_without_weight_transform:138,convolution_opt:[183,186],convolv:153,coo:[138,152],cool:[28,136,137],cooldown:[141,158],cooldown_interv:[136,137],cooldown_interval_m:[141,158],cooper:[90,98,151,154,162],coopert:82,coord:43,coord_start:156,coordin:[24,34,82,151,152,153,156,162],coordinate_transformation_mod:[151,153,162],copi:[1,3,10,15,18,20,29,35,36,58,69,106,111,132,134,136,140,141,143,145,146,152,160,161,162,177,182,199],coproc_dep_pop:[182,183,185,188],coproc_dep_push:[182,183,185,188],coproc_scop:[182,183,185,188],coproc_sync:[182,183,185,188],coproc_uop_scop:[182,183,185,188],coprocsync:161,copy_crt_config_head:145,copy_shape_func:152,copydatafromto:3,copyfrom:[35,104,146],copyintrin:161,copyright:107,copysign:161,copyto:[35,120,146],cora:[114,171],cora_v2:114,coragraphdataset:114,core:[15,26,30,53,61,70,71,83,84,91,92,93,94,95,102,106,111,134,136,137,138,144,161,165,174,177,178,182,189,190,199],coreml:[51,52,138,150,197],coremltool:[42,150],corner:[151,153,162],correct:[4,5,9,10,15,20,21,29,32,35,40,44,53,59,79,91,95,98,99,100,101,102,111,123,124,128,132,137,148,155,157,161,164,166,170,178,183,185,190,195,199],correctli:[9,12,21,24,28,30,32,36,90,91,92,93,94,95,107,132,139,148,150,152,161,162,189],correl:[153,162],correlation_nchw:162,correpsond:161,correspond:[2,3,6,7,8,12,13,14,15,16,18,20,23,25,32,35,36,37,49,56,60,100,128,136,137,141,143,144,146,147,148,149,152,153,154,155,156,157,158,159,160,161,162,164,166,167,169,170,182,183,185,190,199],correspondingli:12,corresspond:160,corston:107,corstone300:107,cortex:[9,103,106,113,171,172],cosh:[152,160,161,162],cost:[6,18,23,57,58,63,64,66,90,91,92,93,94,98,99,100,101,102,111,130,136,137,141,144,155,158,160,174,189,190,192,196,202],cost_estim:155,cost_model:[90,144,189],cost_model_fil:136,costestim:155,costmodel:[136,144],costmodeltyp:144,could:[1,6,7,8,9,11,12,13,14,15,20,21,23,24,26,29,34,35,50,54,63,71,78,93,99,105,108,110,111,128,136,143,144,152,155,156,161,166,167,169,172,194,201],count:[5,6,9,35,79,87,136,137,141,144,147,152,154,155,156,160,161,162],count_include_pad:[153,162],count_lay:147,count_op:154,counter:[9,18,87,137],counterpart:[34,155],coupl:[1,9,10,19,20,139],cours:[6,9,34,39,155,193,198],cout:34,cover:[6,7,12,13,23,28,32,35,37,53,78,83,95,98,117,128,161,167,168,174,177,183,185,191,196,199,201],cover_rang:7,coverag:[21,174],covert:202,cp:[29,36,53,58,59,63,67,68,132,155,161,177,192],cpp:[53,111,152,160,161],cpp_deploi:57,cpp_rpc:36,cpp_rtvm:53,cpprefer:[160,161],cpptest:132,cprint:158,cpu0:107,cpu:[3,8,9,11,14,28,32,33,35,36,42,43,45,46,47,48,49,50,54,55,56,61,63,64,65,66,67,68,69,70,71,73,74,76,81,82,85,87,88,89,92,93,96,97,100,101,103,104,106,109,110,112,113,118,120,128,132,133,134,136,137,139,144,145,146,147,148,154,155,157,158,159,161,162,171,174,178,183,185,189,190,191,196,200,201,202,203],cpu_count:[0,136],cpu_implement:32,cpu_platform:0,cpu_ver:159,cpuinfo:[64,65,66,199],cpunam:[159,192],cr:46,craft:[25,40,55],crash:[53,90,92,152],creat:[1,2,3,6,7,8,9,10,11,12,14,15,19,22,23,24,25,26,28,29,34,35,36,37,49,50,53,55,56,58,60,61,62,63,64,66,67,68,82,83,91,92,93,94,98,99,100,101,103,105,106,110,111,113,122,123,124,125,127,128,132,136,137,138,139,140,141,143,144,145,146,147,148,149,151,152,153,154,155,157,158,159,160,161,162,166,167,169,172,177,182,183,185,188,190,191,192,197,201,203],create_aot_executor:[104,109],create_barri:161,create_bound_attribut:161,create_conv2d:203,create_dylib:138,create_execut:138,create_executor:[44,45,46,47,148,152],create_ffi_error:140,create_function_pass:[155,161],create_graph:[49,119,138],create_group:160,create_head:107,create_header_fil:[106,107,108],create_labels_head:107,create_llvm:[128,138],create_local_aot_executor:145,create_local_debug_executor:[105,145],create_local_graph_executor:[110,145],create_measure_batch:137,create_micro_mod:145,create_module_pass:143,create_prim_func:[160,200],create_raw_stream:158,create_schedul:[7,37,58,76,82,83,84,98,120,122,123,124,125,128,129,137,139,160,161,162,164,182,183,185,188,190,192,195,199],create_sdaccel_afi:58,create_shar:[8,54,58,63,64,66,91,93,99,101,138,158,199],create_staticlib:138,create_task:136,create_tvmjs_wasm:138,create_workload:[117,118,154],createattachpath:7,createfunctionpass:[12,34],creategraph:7,createimporttre:8,createmoduleindex:8,createmodulepass:12,createprimfuncpass:12,createreadgraph:7,createstream:3,creation:[12,23,28,35,62,137,143,161,162,177],creator:[143,149],credenti:177,crhsla:138,critic:[18,21,29,82,91,92,93,94,99,100,101],crop:[151,153,162],crop_and_res:[151,162],crop_begin_list:162,crop_end_list:162,crop_height:162,crop_siz:[151,162],crop_width:162,cropandres:4,cross:[0,6,15,53,55,61,62,65,91,93,99,101,107,137,138,157,158,159,161,169,177,188,191,193,196,198,201],cross_build:36,cross_compil:[55,65,138],cross_compilation_and_rpc:[192,198],cross_entropi:153,cross_entropy_with_logit:153,crossentropi:153,crt:[9,11,104,105,106,107,108,109,110,111,112],crt_config:[106,145],crucial:23,crystal:9,cs:114,cse:143,cse_thresh:161,cse_var_10:[83,183],cse_var_11:183,cse_var_12:183,cse_var_13:183,cse_var_14:183,cse_var_15:183,cse_var_16:183,cse_var_17:183,cse_var_18:183,cse_var_1:[76,83,84,90,123,124,125,128,182,183,185,188,189,195,199],cse_var_2:[83,84,90,124,125,182,183,185,188,189,199],cse_var_3:[83,84,90,182,183,185,188,189,199],cse_var_4:[83,84,90,182,183,185,188,199],cse_var_5:[83,183,185],cse_var_6:[83,183,185],cse_var_7:[83,183,185],cse_var_8:[83,183],cse_var_9:[83,183],csourc:35,csource_binary_op_1d:35,csource_binary_op_2d:35,csource_binary_op_:35,csource_module_cr:35,csource_relay_contrib_src:35,csourcemodul:[35,110,158],csourcemodulecodegenbas:35,csr:[8,114,138,153,162],csr_matrix:[114,153],csrmm:162,csrmv:162,csrndarrai:[138,162],csrplaceholderop:138,cstdint:35,cstdlib:35,cstring:35,csv:158,ct:[92,190],cthread:183,cthread_:183,ctrl:177,ctx:[12,76,78,143,155,161,178,182,183,185,188,200],ctx_address:8,ctxt:159,ctype:[28,43],cubic:151,cubic_alpha:151,cubic_exclud:151,cubin:138,cubla:[35,72,117,142],cuda:[1,3,6,8,14,15,20,32,33,37,40,44,45,49,62,67,72,90,92,98,100,118,122,123,124,131,132,133,136,138,139,141,144,148,157,158,159,161,190,195,197,199,200,202],cuda_a:200,cuda_b:200,cuda_cal:37,cuda_device_api:37,cuda_driv:0,cuda_mod:[8,200],cuda_modul:37,cuda_path:138,cuda_tgt:139,cuda_vers:158,cudadeviceapi:[3,37],cudagetdevic:37,cudamalloc:37,cudamemcpi:37,cudamodul:6,cudamodulenod:37,cudathreadentri:37,cudawrappedfunc:37,cudnn:[0,35,98,120],culaunchkernel:37,cumbersom:9,cumprod:[33,152,162],cumprod_strategi:33,cumprod_strategy_cuda:33,cumproduct:162,cumsum:[33,124,152,160,162],cumsum_strategi:33,cumsum_strategy_cuda:33,cumul:[33,152,162],cur_depth:79,cur_pass_ctx:[12,79],curesult:37,curl:[29,107,111],curli:167,curr_nod:35,curr_subgraph:35,curr_subgraph_:35,current:[0,1,3,4,6,7,9,11,14,18,22,23,25,28,32,34,35,43,45,46,48,50,55,56,58,63,64,66,67,68,69,70,76,78,84,95,99,100,101,102,108,109,111,114,124,131,132,136,137,138,143,144,149,150,152,153,158,159,160,161,162,163,164,167,170,172,174,183,185,191,192,197,199,201,202],current_layout:162,curv:[64,99,100,101,102,137,191],cuspars:[152,162],custom:[6,12,14,20,53,75,77,78,88,89,106,118,120,122,132,136,137,143,144,150,155,157,161,169,178,182,183,185,188,199,201],custom_addr:157,custom_convert_map:150,custom_dma:107,custom_pass:78,custom_path:138,customiz:[176,188],custompipelin:[78,143],customsketch:95,customsketchrul:[95,136],custream:37,cut:[27,111],cutlass:136,cutlass_build:118,cv2:[43,69,178],cvtcolor:69,cwd:138,cxxflag:134,cycl:[9,12,87,143,173,174,177,182,199,200],cyclic:13,cyclon:177,cyle:158,cython3:[98,99,100,101,190],cython:[28,63,98,99,100,101,132,190],cyulin:114,czf:36,czvf:29,d0:152,d1:[152,153],d2:[152,153],d3515ea31fce37df25c44b9fc6df3249:91,d37380659057397544e056461ea3bad3:94,d78e8eb6021c4cdda0ad7775d10f751a:92,d:[7,11,33,35,36,53,70,72,83,91,92,93,94,107,114,120,134,151,152,153,156,161,162,166,167,177,178,195,202],d_0:162,d_1:[153,162],d_2:[153,162],d_:[72,95,162],d_after:79,d_befor:79,d_data:55,d_i:7,d_k:162,d_n:153,d_o:7,daemon:53,dag:[7,13,90,91,92,93,94,95,136,143,189],dai:[21,22,29],daili:19,dandroid_abi:53,dandroid_platform:53,danger:5,daniil:[53,64],darknet:[51,52,150,156,179,180,181],darknet_lib:43,darknet_lib_path:178,darknet_url:43,darkroom:40,darwin20:56,darwin:[43,178],data1:[153,162],data2:[153,162],data:[0,1,2,3,8,9,12,13,15,17,18,24,33,35,36,42,43,44,45,46,47,48,49,50,53,55,59,61,62,63,64,65,66,67,68,69,70,71,72,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,117,118,119,122,123,124,125,128,129,136,137,138,139,141,143,144,145,146,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,165,167,169,173,174,178,183,185,188,189,195,196,197,199,200],data_1:[90,183,185],data_align:[83,161,162],data_bit:[153,162],data_buf:[183,185],data_buf_1:[183,185],data_data:162,data_dep_optim:[72,91,94,147,155],data_entry_:35,data_hexstr:107,data_im2col:91,data_indic:162,data_indptr:162,data_io:161,data_io_loc:161,data_layout:[0,1,65,151,153,154,161,162,169],data_mean:153,data_n_0:118,data_nd:[183,185],data_np:[90,183,185],data_or_idx:161,data_pack:[92,94,183,185],data_pad:[91,92,94],data_set:137,data_shap:[55,67,68,83,102,105,117,118,154,183,185,197],data_tvm:[90,91,92,93,94,99,100,101,102],data_typ:[55,138],data_var:153,databas:[111,137,143,144],databasetyp:144,dataflow:[13,127,154,161,165,182,183,185,188,203],dataflow_pattern:[142,155,169],dataload:111,datapar:[128,182,188,195],datapoint:141,dataproduc:161,dataset:[61,63,104,153],dataspac:3,datatyp:[2,33,64,75,143,150,153,155,158,161,162,166],datatype_field:18,datatypecod:158,datatypepattern:149,date:[29,48,55,64,67,68,69,70,132,161],db:137,dbeug:163,dbuild_shared_lib:[132,134],dc:177,dcgan:154,dcmake_build_typ:36,dcmake_c_compil:[53,59],dcmake_cxx_compil:[53,59,132],dcmake_cxx_compiler_launch:132,dcmake_find_root_path:[53,59],dcmake_find_root_path_mode_librari:[53,59],dcmake_find_root_path_mode_program:[53,59],dcmake_system_nam:59,dcmake_system_vers:[53,59],dcmake_toolchain_fil:[36,53],dcompile_with_cmsisnn:108,dcp:58,dcr:[153,162],dd:177,ddo:[72,91,94],ddr:[63,107],de10_nano_top:177,de10nano:[177,182,188],dead:[6,12,155],deadcodeelimin:155,deadlin:29,deal:[1,6,14,53,102,155],dealloc:3,deb:62,debian:[132,177],debt:[21,23],debug:[10,12,13,14,15,16,28,31,32,53,84,90,91,92,93,94,98,99,100,101,105,106,117,121,126,132,136,137,138,145,148,152,154,155,160,161,189,190,194,203],debug_cr:2,debug_executor:2,debug_flag:163,debug_get_output:141,debug_keep_trivial_loop:7,debug_mask:161,debug_modul:105,debug_skip_region:160,debugg:6,decad:111,decent:[63,111],decentr:15,decid:[9,12,13,16,21,72,111,137,155,162],decis:[18,22,24,27,136,161,170],decl:35,decl_buff:[83,128,161,162],decl_stream:35,decl_tensor_intrin:[83,128,160],declar:[3,5,7,12,13,16,18,20,33,35,55,63,90,91,92,93,94,95,120,123,125,128,136,137,138,149,152,160,161,162,164,167,174,189,195,199],declaration_conv2d_transpose_impl:162,declaration_conv3d_transpose_impl:162,declbuff:161,decod:[136,137,156,174],decodejpeg:[4,49],decompos:[153,161,162],decompose_pad:161,decompose_reduct:161,decompress:[50,71],deconstruct:[166,167,170],deconv2d:154,deconv2d_bn_relu:154,deconv:154,decor:[5,6,12,19,20,32,33,55,79,107,132,136,137,138,143,144,152,154,155,157,160,161,164,177,189,190],decoratedevicescop:161,decoupl:[13,174],decreas:[53,79],dedfa618:107,dedic:[16,53,100,111,160],deep:[6,12,13,15,35,37,40,44,53,59,62,63,67,68,70,80,111,130,144,150,154,168,171,174,176,177,183,188,191,193,196,198,200,201],deepai:111,deepcopi:[72,161],deeper:[8,24,190,193,199],deepest:147,deeplearn:62,deepli:[161,193],def:[1,4,10,12,13,14,15,19,20,24,25,32,33,36,37,45,49,50,60,65,66,67,68,69,70,71,72,76,78,79,83,84,90,91,92,93,94,95,98,99,100,101,102,107,111,114,118,119,120,122,123,124,125,128,129,136,137,138,143,144,147,150,155,157,159,160,161,164,166,167,169,170,182,183,185,188,189,190,192,195,197,199,200,203],default_buffer_param:160,default_config:145,default_context:12,default_dtyp:150,default_funct:[37,139],default_function_kernel:[90,123],default_lib0:[110,203],default_lib1:[110,203],default_lib2:203,default_module_load:137,default_param:136,default_test_target:[32,154],default_trace_act:[160,161],default_typ:150,default_valu:[152,162],defaultde10config:177,defaultgpuschedul:161,defaultvizpars:138,defin:[1,3,6,7,9,10,12,13,14,15,16,19,20,32,34,35,37,46,53,55,59,61,63,64,72,76,78,79,82,84,96,106,112,120,122,129,136,137,138,141,143,145,146,148,149,150,152,153,155,158,159,160,161,162,164,165,167,168,170,174,182,183,185,190,192,195,196,199,200,203],define_annot:[137,190],define_knob:[98,137,190],define_reord:[137,190],define_split:[98,137],define_xxxxx:190,definit:[6,7,12,13,14,18,21,32,33,34,35,37,46,49,53,64,91,92,93,94,98,99,100,101,102,105,125,127,128,136,137,138,143,144,152,154,155,158,160,161,166,167,174,189,190,196],defint:151,deform:[153,162],deformable_conv2d:153,deformable_conv2d_nchw:162,deformable_conv2d_nhwc:162,deformable_group:[153,162],defualt:162,defunction:155,defus:155,defuseop:155,deg:114,degrad:1,degre:[72,114],del:[90,105],delai:[13,111,155],deleg:[119,144],delet:[7,12,29,106,137,138,143],deliv:[29,53,177],deliveri:171,delv:1,demand:[35,95],demo:[12,50,70,84,119,131,133,155,161,172,178,203],demo_android:66,demo_ctx:79,demo_freerto:107,demo_mrvl:61,demo_vitis_ai:63,demonstr:[7,9,23,24,35,53,56,61,62,64,65,66,67,68,70,72,78,79,81,82,83,84,88,90,91,92,93,94,95,96,98,103,111,114,117,118,119,123,124,127,128,146,167,169,182,183,185,188,189,190,191,196,199,200,201,203],demostr:51,denial:17,denot:[18,55,137,143,151,153,161,162,167],dens:[14,53,55,56,62,64,65,69,79,101,111,114,117,118,147,150,152,153,154,155,162,169,174,178,197],dense_4_input:110,dense_alter_layout:162,dense_cbla:14,dense_common:14,dense_compute1:14,dense_compute2:14,dense_cubla:72,dense_data:[153,162],dense_for_large_m:14,dense_leg:162,dense_mat:153,dense_nopack:[72,102],dense_pack:[102,162],dense_schedule1:14,dense_schedule2:14,dense_shap:[152,162],dense_strategi:14,dense_weight:118,dense_weight_nam:72,densenet:154,densenet_s:154,densetospars:[72,155],densiti:[72,95],dep:63,depend:[0,1,7,8,9,10,11,12,13,15,17,28,32,34,35,36,37,43,46,53,55,56,57,60,61,63,78,82,119,122,127,134,136,139,143,150,152,155,157,158,161,162,165,167,170,172,174,177,191,194,195,199,201],depict:84,depli:[53,64,65],deploi:[8,15,18,28,35,42,43,44,45,46,47,48,49,50,58,63,69,74,80,103,111,133,141,176,179,180,181,196,197,200],deploy:[6,9,11,18,21,35,37,53,63,133,150,196],deploy_detect:[178,180],deploy_graph:54,deploy_lib:[54,63,93,197],deploy_lib_edg:63,deploy_model_on_adreno:[64,74],deploy_model_on_adreno_tvmc:[65,74],deploy_model_on_android:[66,74],deploy_model_on_nano:[67,74],deploy_model_on_rasp:[68,74],deploy_object_detection_pytorch:[69,74],deploy_param:54,deploy_prequant:[70,74],deploy_prequantized_tflit:[71,74],deploy_spars:[72,74],deploymenmt:53,deposit:28,deprec:[29,45,46,48,64,67,68,69,70,109,114,136,138,146,152,155,158,159,161,178],deprecationwarn:[45,46,64,67,68,69,114,178],depth:[2,12,29,55,79,111,152,153,161,162,174],depth_to_spac:[153,162],depthtospac:4,depthwis:[33,98,99,100,101,112,153,162],depthwise_channel:154,depthwise_conv2d:137,depthwise_conv2d_backward_input_nhwc:162,depthwise_conv2d_backward_weight_nhwc:162,depthwise_conv2d_infer_layout:162,depthwise_conv2d_nchw:162,depthwise_conv2d_nchwc:162,depthwise_conv2d_nhwc:162,depthwise_conv2d_nhwc_output:91,depthwiseconv2d:93,depthwiseconv2dn:4,depthwiseconv:98,dequant:[70,155,162],deriv:[33,35,144,154,161,166,174,178,183,185],derived_object:144,desc:[136,161],descend:[35,152,156,158,162],descent:136,descib:173,describ:[1,3,6,7,9,11,12,19,24,33,34,35,50,53,59,61,66,73,75,95,98,105,106,110,120,124,125,128,136,138,143,149,151,152,153,155,161,162,165,167,169,170,171,173,174,182,183,185,188,190,196,203],descript:[3,6,21,24,25,28,29,33,34,61,108,124,136,143,159,160,167,173,199,201],descriptor:[0,10,16,145],descropt:24,deseri:[18,35,136,158],deserialize_arg:137,design:[8,13,15,19,21,22,23,24,27,53,60,63,76,80,82,83,95,107,111,130,143,144,162,165,166,171,172,173,174,176,177,178,182,183,185,188,191,199,200,201,202],design_spac:144,desir:[1,7,10,15,53,64,72,153,154,162,164,167,188,199,202],desired_data_layout:1,desired_kernel_layout:1,desired_layout:[1,79,155,162],desired_model_path:202,desk:49,desktop:59,despit:[15,148,167],dest:155,destin:[3,63,144,150,152,161,162,177],destinatin:145,destroi:66,det:[43,178],detach:[29,69],detail:[0,1,5,7,8,9,12,14,18,27,28,29,33,34,37,39,45,47,49,50,53,63,70,71,78,95,98,111,119,123,128,132,133,137,138,140,153,158,160,161,162,166,167,170,173,175,177,192,195,196,201],detault:154,detect:[13,43,65,73,74,84,106,108,111,137,147,156,158,159,160,161,177,179,180,181,199],detect_buffer_access_lca:161,detect_featur:147,detection_box:156,detection_class:156,detection_scor:156,determin:[1,3,5,7,14,32,33,35,37,46,55,62,72,106,111,136,137,138,143,145,147,152,155,158,161,162,166,170],determinist:[6,137,190],determinst:6,determint:162,detriment:155,dev0:[29,118],dev1:118,dev:[2,8,20,29,32,35,37,42,43,44,45,48,49,55,56,58,61,62,63,64,66,67,68,69,70,71,72,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,114,117,118,120,123,124,128,132,141,147,157,158,159,161,162,177,178,189,191,192,195,197,199],dev_config:145,dev_from:3,dev_id:[147,157,158],dev_lib_cl:64,dev_mblob:8,dev_modul:199,dev_to:3,dev_typ:[157,158],devc:8,devdoc:45,devel:132,develop:[1,3,6,9,10,12,13,14,15,19,21,22,24,25,27,29,33,35,36,37,39,42,55,58,59,62,63,66,75,78,79,91,99,101,103,107,108,111,113,117,131,133,140,165,167,171,172,176,177,188],deviat:[24,28,63,138,141,152,153,154,162,191],devic:[1,2,6,9,10,11,12,15,16,18,21,24,32,35,37,39,53,55,58,62,63,64,65,69,70,71,72,84,87,90,92,94,95,98,102,105,106,107,109,110,112,114,117,118,122,123,128,133,134,136,137,138,139,141,145,146,147,148,152,154,155,157,158,159,161,163,169,172,173,177,178,182,183,185,188,189,190,191,196,197,199,200,201],device_api:[3,37],device_copi:[152,155],device_host:178,device_id:[3,35,37,158,161],device_index:2,device_kei:[55,91,93,99,101],device_metr:158,device_nam:[158,178],device_port:178,device_typ:[11,35,158,159,161],device_type_id:141,deviceapi:37,deviceapimanag:3,deviceattrkind:3,devicenam:3,df:[8,147,155,161],dfg:127,dfpattern:[149,155,203],dfpatterncallback:[149,169],dft:[152,162],dgl_g:114,di:[7,93,123],diag_ctx:12,diagnos:19,diagnost:[12,140],diagnosticcontext:12,diagnosticerror:140,diagon:[152,162],diagram:[6,7,182,185,188,196],dialect:[6,70,168],dict:[1,5,11,72,114,119,136,137,138,139,141,143,144,145,147,148,149,150,152,154,155,157,158,159,160,161,162,163],dict_to_tupl:69,dictat:182,dictattr:[143,161],dictionari:[3,4,11,12,46,56,61,65,79,137,138,139,141,143,148,149,150,152,155,158,159,160,162,169],did:[5,21,35,37,79,182,191,195,201,203],didn:[21,34,53],dietcod:171,diff_num:79,differ:[1,2,3,6,7,9,10,12,13,14,15,16,19,20,21,24,28,29,33,34,35,37,38,40,42,43,46,51,55,59,63,64,67,68,70,71,72,73,76,78,79,82,84,88,90,91,92,93,94,96,105,107,108,110,111,112,119,122,123,125,127,128,132,135,137,138,141,143,145,152,153,154,155,159,160,161,162,166,167,170,174,177,182,183,188,189,190,191,192,194,195,196,200,201],differenti:[13,24,33,40,154,155,160,162,165,170,196],differnt:114,difficult:[7,18,35,36,39,72],difficulti:[7,99,100,101],dig:[8,72,193],digil:177,digraph:138,dilat:[33,90,98,127,138,151,153,155,162],dilatedinput:162,dilation2d:[4,151],dilation2d_nchw:162,dilation2d_nhwc:162,dilation_depth:162,dilation_h:[138,162],dilation_height:162,dilation_valu:[153,162],dilation_w:[138,162],dilation_width:162,dim:[1,137,138,152,153,158,162,164],dim_match:154,dimens:[1,7,50,62,82,83,84,107,111,114,123,124,128,137,139,148,150,152,153,155,156,158,159,160,161,162,170,173,174,182,183,185,188,191,199,201,203],dimension:[6,7,53,84,137,152,153,161,162,182,188,191,195,199],diplomat:23,dir:[66,138,157,158],dir_path:[50,71],direct:[6,7,13,14,23,137,155,161,166,177],directli:[1,2,6,7,9,12,13,15,18,25,26,28,33,35,36,37,40,76,83,95,109,110,112,114,123,127,128,132,136,137,138,141,143,148,150,152,155,157,158,159,160,161,162,165,166,167,168,169,177,178,182,188,190,199,201],directori:[8,10,14,16,29,30,32,36,58,62,63,64,66,67,68,98,99,100,101,106,108,110,111,112,117,131,132,134,138,144,145,157,158,177,190,192,203],directory_path:118,directorycreatedpastatexit:138,dirnam:[50,58,71,72,118],disabl:[12,19,20,30,32,64,65,78,79,93,107,111,138,143,152,153,155,156,157,158,159,161,178,191],disable_pred:[160,161],disable_storage_rewrit:107,disable_usmp:106,disable_vector:[104,105,106,107,108,109,110,111,112],disabled_pass:[12,55,69,78,143,152,155,178,183],disagr:21,disambigu:153,disassembl:16,disbl:20,discard:[26,136,137,158],disclos:17,discontinu:199,discourag:21,discov:[110,145,190],discoveri:172,discret:[29,138,152,162],discuss:[7,9,17,18,19,20,21,22,23,24,25,28,39,46,53,72,78,84,99,100,101,136,150,155,161,162,166,167,170,182,191,199,201,203],disjoint:[7,9],disk:[11,18,28,35,42,46,62,63,111,177,191],dispatch:[12,14,15,33,34,136,137,144,152,155,159,190],dispatch_context:98,dispatch_ctx:137,dispatch_nam:122,dispatchcontext:[136,137],displac:[153,162],displai:[19,64,107,111,121,126,137,143,159,177],dist:29,distanc:[152,162],distil:[72,91,92,93,94,137],distinct:[20,161,166,167],distinguish:[100,111,166,167,170],distribut:[91,99,100,101,131,137,138,145,161,177,183,194],dither:45,div:[160,161,162],divceil:7,dive:[7,37,55],divers:[21,130,137],diversity_filter_ratio:137,divid:[6,7,24,37,59,62,76,123,138,152,153,160,161,162,178],divio:24,divis:[137,152,153,155,160,161,162],divtomul:155,dj:[7,93,123],dk:[7,152,153],dldatatyp:[18,35],dldevic:35,dldevicetyp:[3,35,158],dll:[11,132],dlopen:[43,158,159,178],dlpack:[35,59,120,141,142,146,161,162,182,183,185,188,199],dltensor:[15,35,60,120,158,161,162],dltensor_addr:60,dltype:2,dma:174,dma_copi:[182,183,185,188],dmachine_nam:[53,59],dmax_db_input_s:108,dmlc:[12,35,42,43,44,45,46,47,48,49,50,64,66,67,68,69,70,71,91,109,114,178,199],dnf:132,dnnl:35,do_fork:[105,137],do_nms_sort:[43,178],do_trac:69,doc:[12,19,20,24,27,29,30,33,36,39,42,47,49,61,62,114,135,138,152,153,161,162,199],doc_url:0,docker:[0,20,53,55,59,63,66,84,133,177,199],docker_tag:0,dockerfil:[19,63,66],docstr:[1,24,32,152,162],document:[3,6,7,8,10,11,18,20,22,23,25,27,28,33,34,36,46,47,53,56,61,62,106,134,145,150,152,153,161,163,165,166,167,168,170,171,172,177,191,202],docurl:47,doe:[1,3,4,5,7,9,13,15,17,19,24,32,33,34,35,49,59,62,70,71,76,90,91,92,93,94,104,105,106,108,109,110,111,112,120,123,131,136,137,143,145,147,150,151,152,153,155,156,157,158,159,160,161,162,166,169,170,172,174,183,189,191,192,196,197,201],doesn:[7,14,34,36,49,63,64,72,78,79,91,93,111,127,148,152,161,166,169,172,177,195,199],dog:43,dollar:111,dom:[7,160,161],dom_map:7,domain:[6,7,84,124,125,137,160,161,162,196,199,200],domin:[18,42,44,46,47,50,111,149,155,183],dominatorpattern:149,don:[8,12,13,15,19,28,29,30,34,39,56,58,66,78,79,104,105,107,109,111,127,141,143,155,157,160,161,183,202],done:[3,5,7,9,12,14,15,16,18,26,29,32,37,55,59,62,70,76,78,99,100,101,102,111,114,123,128,131,136,137,152,153,155,164,174,177,182,188,190,191,199,201],dont:[29,72],door:6,dot:[70,71,84,120,127,128,138,161,182,185,189,190,199],dot_file_path:127,dot_plott:138,dotgraph:138,dotplott:138,dotvizpars:138,doubl:[15,53,119,122,153,156,160,161,166],double_buff:160,dout_quant_scal:108,dout_quant_zero:108,down:[1,7,20,83,104,107,111,128,130,136,137,153,161,162,174,182,183,185,188,190,196],downcast:[6,12,33,34,35],downlaod:106,download:[20,28,29,42,44,45,46,47,48,55,61,62,63,64,65,66,67,68,70,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,112,114,117,118,119,120,122,123,124,125,127,128,129,132,134,157,159,163,177,182,183,185,188,189,190,192,194,195,196,197,199,200,201,202,203],download_linked_modul:157,download_model:72,download_path:108,download_testdata:[42,43,44,45,46,47,48,49,50,64,66,67,68,69,70,71,79,104,106,108,109,110,114,178,191,201],downsampl:154,downscal:111,downstream:[6,9,145],doxygen:[20,24],doyxgen:135,dp4a:161,dp:161,dpexecutor:102,dptuner:102,dpu:[61,63],dpu_target:63,dpucadf8h:63,dpucahx8h:63,dpucahx8l:63,dpucvdx8g:63,dpucvdx8h:63,dpuczdx8g:63,dq:155,dr:84,draft:29,dram:[107,174,182,183,185,188],dramat:[18,111],draw:[32,138],draw_detect:[43,178],drawn:138,drive:[9,11,21,111,127,130,132,145],driven:[10,104,108,109,110,112,127,130,137,177],driver:[3,6,8,15,36,37,53,61,64,65,106,107,112,131,132,142,145,148,158,176,177,192,194,199,200,201,202],driver_vers:158,drop:[28,177],dropout:[4,111,153,157],dropout_raw:153,dropoutwrapp:4,ds_store:29,dshape:[102,162,178],dsl:[13,200],dso:[8,35,158],dso_binari:64,dso_binary_path:64,dso_librari:8,dsomodul:35,dst:[18,150,151,161,162],dst_devic:152,dst_index:161,dst_layout:[1,152,161,162],dst_ptr:161,dst_shape:161,dst_stride:161,dtarget_model:108,dth_model_vers:108,dtype:[2,15,18,33,35,36,37,42,43,44,45,46,47,48,49,53,55,56,58,62,64,66,69,71,72,82,83,84,91,92,93,94,95,99,100,101,102,108,110,120,122,123,124,128,129,137,138,141,143,146,148,149,150,151,152,153,154,155,158,160,161,162,164,178,182,183,185,188,189,190,191,192,195,199,200],dtype_bits_hint:161,dtype_code_hint:161,dtype_dict:[1,49,50,71,104,106,108,110,141,150],dtype_hint:18,dtype_lik:152,dtype_str:161,due:[1,13,18,44,69,70,76,82,83,84,111,128,145,161,183,199],dummi:[36,70,137,145],dummy_data:72,dummy_input:72,dummy_out:72,dummyglobalinfo:143,dump:[35,36,53,70,78,90,91,92,93,94,95,117,119,136,143,144,149,152,160,161],dump_prun:144,dump_root:[2,145],dump_workload_to_dag_log:136,dumpmachin:138,duplic:[10,119,137,160,161,162],duplicated_:119,duplicated_id:119,duplicated_typ:119,durat:[90,92,136,137,157,158],dure:[3,6,7,8,9,12,14,15,16,19,20,21,22,39,46,62,63,66,87,90,91,92,93,94,95,98,99,100,101,102,105,111,117,122,132,136,137,138,140,141,143,144,148,150,151,152,153,155,157,158,161,162,170,182,188,189,190,197,199],duse_graph_executor:66,duse_llvm:66,duse_rpc:66,duse_sort:66,duse_vulkan:66,dw1:160,dw2:160,dw:153,dweight:118,dworkspace_s:108,dx:[151,153,183],dxf:36,dxwxh:153,dy:[151,153,183],dylib:[56,132],dyn:162,dynam:[2,3,4,6,8,9,11,15,33,34,36,46,59,62,91,92,93,94,102,132,134,136,137,138,150,152,154,155,158,159,161,162,171,174,196,201],dynamic_strided_slic:162,dynamictostat:155,dz:153,e2c58e45605443e8e4dd0ce586633232:91,e5:102,e9ak845b3d7f2c126dab53632aea8e012d89477:59,e:[1,3,6,7,9,10,11,12,13,14,15,17,18,19,20,21,23,24,28,29,30,32,33,34,35,36,39,40,46,49,53,55,63,66,67,68,72,76,91,92,93,94,104,106,109,111,114,129,131,132,136,137,138,143,144,145,147,149,150,152,153,155,158,159,161,162,164,166,167,169,170,172,174,177,178,192,195,196,197,201],each:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,23,28,29,32,33,34,35,36,37,46,53,55,61,62,64,72,76,78,79,82,83,91,92,93,94,100,105,106,111,112,136,137,138,139,140,143,144,147,148,151,152,153,154,155,156,158,159,160,161,162,166,167,169,170,173,174,177,182,183,185,188,191,195,196,199,200,201,202],eager:[150,203],earli:[0,20,36,53,136,137,156,191],earlier:[15,33,91,92,93,94,111,177,182,199],early_stop:[64,65,99,100,101,102,136,137,191],eas:[1,12,13,15,28,35,63,78],easi:[1,7,9,10,12,15,28,37,67,68,72,111,119,127,128,150,165,166,177,199,203],easier:[0,9,13,14,21,33,72,119,150,167,190],easiest:[59,83,132,154],easili:[12,15,16,21,24,25,32,33,35,36,98,122,125,128,132,152,166,169,170],ebug:53,ec2:[58,71,102],ec95d1874524b128a6afe8f7bff0c738:91,echo:[53,63,66,134,177],ecosystem:130,ecr:19,ed:177,edb6ed22a801665946c63d650ab9a0b23d98e1b1:50,eddi:[99,100,101,102],edg:[1,7,62,63,107,111,119,127,138,153,162,167],edge_attr:138,edit:[29,67,68,106,132,177,192,202],editor:[26,202],edu:[87,114],educ:[21,23],ee_model_version_:108,eembc:108,effect:[7,12,13,21,24,32,44,64,76,78,79,127,133,136,137,149,155,160,161,182,183,185,199],effici:[1,9,12,18,24,33,36,53,63,64,84,98,125,128,137,148,155,161,167,171,174,183,185,190,196,199],efficientnet:111,effort:[0,14,16,21,22,34,35],eg:[158,159],egor:[53,56],egyptian:[44,64,70,191,201],ehnahc:53,ehsan:195,ei:7,eight:[63,111],einstein:[152,162],einsum:[152,161,162],either:[1,2,3,6,7,9,12,13,16,19,32,35,37,76,87,102,111,132,136,138,141,143,151,152,153,155,158,160,161,162,164,167,169,170,177,200],ej:7,elabor:170,elaps:[145,202],eleg:15,elem_idx:95,elem_offs:161,elem_offset:[83,161,162],element:[6,7,14,15,24,33,37,53,83,125,128,129,138,143,150,152,153,157,158,160,161,162,164,167,169,182,190,197,199],element_typ:143,elementwis:[6,95,149,152,162,167,169],elemwis:195,elemwise_shape_func:33,elemwise_sum:[162,195],elemwisearbitrarylayout:1,eleph:[49,71],elepha:49,elf:[59,106,138],elif:[20,43,64,66,91,92,93,94,99,100,101,102,122,178,182,183,185,188,191],elig:[9,161],elimin:[6,12,17,36,78,155,161,167,178],eliminatecommonsubexpr:[78,143,152,155],elit:137,elite_num:137,ell:138,ellips:138,els:[1,8,13,18,20,33,34,35,43,44,50,58,64,65,66,67,68,69,71,72,79,90,91,92,93,94,95,99,100,101,102,106,111,114,122,123,150,152,153,162,164,165,174,178,191,192,199],else_cas:161,else_scop:152,elsewher:[106,111,167],elu:4,email:29,emb:[4,8,15,24,40,150,169],embed:[10,15,18,40,59,107,109,110,111,132,133,145,155,165,196,200],embrac:174,emcc:142,emconfig:58,emconfigutil:58,emit:[18,83,128,155],empathi:21,emphas:[111,119],emploi:[12,167],empow:130,empti:[2,7,12,16,19,35,43,49,78,79,90,95,98,117,118,119,138,143,145,146,147,150,152,155,158,160,161,162,166,167,177,189,190,191,197],empty2:166,empty_row_ind:152,emptypolici:136,emscripten:138,emul:[59,104,109,110,152,160,165,177],en:[19,160,161],enabl:[2,6,8,9,10,12,13,16,18,19,22,23,28,30,32,35,36,53,55,56,58,59,61,62,63,65,66,67,78,79,91,95,99,101,103,104,106,107,109,111,117,128,130,133,136,137,139,143,144,148,150,152,153,154,155,157,158,159,160,161,162,167,168,174,177,178,182,183,185,188,189,192,194,196,197,202],enable_autoschedul:202,enable_check:161,enable_clml:[64,65],enable_cpu_cache_flush:[91,94,102,136,137,191],enable_cse_tir:161,enable_fold:143,enable_log:157,enable_vector:161,enabled_target:[32,154],encapsul:6,enclos:[160,161],encod:[0,9,18,43,114,136,137,153,155,156,157,162,166,167,170,178],encount:[1,7,13,34,62,155],encourag:[17,19,21,22,23,24,28,37,71,84,127,160,164,199],encrypt:17,end:[1,2,6,7,13,15,24,28,30,33,34,35,36,37,40,44,51,58,64,71,72,91,92,93,94,98,99,100,101,102,106,107,111,120,136,137,138,141,143,149,152,153,155,157,160,161,162,165,166,167,168,171,176,178,189,190,195,196,202],end_column:143,end_d:[151,162],end_h:[151,162],end_lin:143,end_nod:138,end_profile_intrins:161,end_to_end:141,end_w:[151,162],end_x:162,endif:[35,66,90,110,122,123],endl:34,endpoint:[12,34,157],endswith:[50,71],energi:56,enforc:[20,21,28,33,161,170],engag:24,engin:[0,9,10,14,35,61,62,130,138,148,150,183,196],engine_config:0,engine_vers:0,english:49,enhanc:[36,59,84,199],eniron:36,enlarg:154,enough:[7,24,29,91,92,93,94,98,99,101,106,111,141,143,154,170,174,190,193],enqueu:53,enrich:[21,70,130],ensur:[0,4,7,9,19,20,21,23,24,29,30,34,36,124,128,132,141,160,161,166,170,177,182,183,185,191,201],enter:[4,12,32,66,78,79,143,167,177],enter_pass_ctx:[12,79,143],enter_postproc:161,enterpasscontext:12,enterpris:132,enterwithscop:12,entir:[2,4,6,7,32,33,35,53,59,72,105,130,133,155,158,167,177],entiti:[137,190],entity_map:137,entranc:8,entri:[1,2,3,6,12,18,35,53,75,136,137,143,152,155,156,158,161,162,167,174,196],entry_func:158,entry_funct:155,entry_nam:[82,83,84,90,95,98,189,192,199],enumer:[9,56,64,69,91,92,93,94,99,100,101,102,107,111,114,136,137,151,153,162,190,191],env:[0,53,132,137,138,143,157,163,178,182,183,185,188],env_thread:[83,90,124,160,161,195],envfunc:143,enviromnet:53,environ:[0,3,6,13,17,18,24,27,32,36,58,59,62,63,64,65,67,68,70,71,91,93,102,103,104,105,107,108,109,110,112,113,131,134,136,137,138,143,152,154,157,158,159,161,163,167,178,182,183,185,188,190,192,194,197,199],envis:174,ep:[92,94,153,154,169],epoch:111,epsilon:[65,79,153,154,162,169,197],eq:161,equal:[4,7,13,18,25,70,71,78,123,136,137,138,141,143,144,146,152,155,156,158,161,162,167,170,199],equal_const_int:162,equat:[152,153],equip:84,equival:[6,13,48,64,67,68,69,70,90,120,123,141,150,152,153,155,160,161,162,169,173,185,189,190,195],eras:[6,15,106,158,188,199],erf:[4,62,152,160,161,162],erf_leg:162,err:43,err_inst:140,errno:131,error:[9,12,16,19,21,27,28,32,34,35,46,80,91,92,93,94,98,99,100,101,106,111,131,132,136,137,138,142,143,145,150,152,155,159,160,161,162,166,170,199],error_if_no_function_matches_regex:143,error_msg:136,error_no:[136,137,190],error_render_level:161,errortest:25,errortyp:25,especi:[0,4,19,20,21,22,26,28,36,37,111,167,174],essenti:[1,12,18,23,28,33,34,53,72,76,132,164,174,199],essesti:53,establish:[7,13,23,110],estim:[72,91,92,93,94,106,111,136,137,152,155,161],estimate_tir_flop:161,et:[153,154],eta:[44,65,155],etaexpand:155,etc:[1,3,7,9,12,14,29,35,37,40,53,63,64,65,70,79,99,100,101,108,134,137,143,145,150,152,156,162,174,197],etcher:[63,177],ethernet:177,etho:[103,113],ethos_u:107,ethosu:107,ethosu_driv:107,ethosu_find_and_reserve_driv:107,ethosu_init:107,ethosu_invok:107,ethosu_mod:107,ethosu_register_driv:107,ethosu_release_driv:107,ethosu_reserve_driv:107,ethosu_scratch:107,ethosuinit:107,eval:[42,44,45,48,64,66,67,68,69,70,109,114],evalset:7,evalu:[7,13,34,36,44,45,46,47,63,64,66,82,83,84,95,98,99,100,101,102,111,137,143,148,152,154,155,158,161,162,166,167,174,177,191,192,203],evaluate_addit:199,evaluate_oper:199,evaluate_perform:102,even:[1,7,12,14,15,21,28,32,33,70,71,72,76,111,119,136,137,155,160,164,166,167,170,195],evenli:[7,152,161,162],event:[20,21,79],eventu:[7,111],ever:[1,7,111,159,169],everi:[7,12,13,21,22,32,34,35,76,83,84,90,92,98,99,100,101,106,125,127,136,137,155,161,162,164,166,170,173,174,177,183],everyon:[21,22,23,27,30,70,130],everyth:[32,49,72,106,107,111,132,166],everywher:152,evid:199,evolut:23,evolutionari:[136,144],evolutionary_search:136,evolutionarysearch:144,evolv:[6,12,21,22,40,168],ex:[7,79,87],exact:[7,138,155,161],exactli:[6,7,21,28,29,46,71,111,152,155,161,162,169],examin:[161,166,169,195,203],exampl:[0,1,2,3,4,7,9,11,12,13,14,15,16,18,19,20,21,22,24,25,27,28,29,30,32,33,35,36,38,42,43,44,45,46,47,48,50,57,59,60,61,62,63,64,65,66,67,68,70,71,72,76,82,83,87,90,91,92,93,94,95,99,100,101,102,103,105,106,107,109,110,111,112,114,117,118,119,120,122,123,124,127,128,132,134,136,137,138,139,140,141,143,144,145,147,149,150,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,177,182,185,188,189,190,191,192,197,200,201],example_ext_runtim:35,example_project:111,examplejon:35,examplejson:35,examplejson_module_cr:35,examplejsoncompil:35,examplejsonmodul:35,except:[3,5,6,9,12,13,15,16,19,20,30,33,36,49,50,63,71,72,83,100,104,106,108,110,111,120,137,138,140,143,145,152,153,161,162,166,167],exchang:[15,17,200],excis:162,exclud:[12,32,106,137,138,151,152,153,162,192],exclude_target:32,exclus:[33,84,137,138,152,162,174,199],exec:[36,64,66,67,68,91,99,100,101,148,192],exec_nam:138,execut:[0,2,3,4,7,10,11,12,13,15,16,32,35,36,37,39,52,54,59,61,62,63,64,65,67,68,70,71,72,74,77,78,79,84,85,87,89,90,91,92,93,94,95,97,98,99,100,101,102,105,106,110,111,112,113,114,116,120,125,126,128,132,134,136,138,140,141,143,144,145,148,152,154,155,157,158,160,161,167,172,177,180,182,183,185,186,187,188,189,190,192,197,198,199,201,202,203],execution_config:0,executor:[6,18,46,47,50,53,55,91,92,93,94,102,104,106,107,110,111,112,114,115,116,132,141,145,147,148,152,191,197],executor_factori:[145,152],executor_kind:154,executorfactorymodul:152,exemplifi:174,exercis:[72,177],exhibit:18,exist:[6,9,10,12,13,18,19,20,21,23,24,25,27,28,29,32,33,39,40,45,49,53,62,64,69,72,79,91,92,93,94,99,100,101,105,117,122,125,136,137,141,143,146,148,150,154,155,158,159,161,162,166,169,170,177,201],exist_ok:[106,118],exit:[4,12,32,39,76,78,79,106,107,138,143],exit_pass_ctx:[12,79,143],exitpasscontext:12,exitthesim:107,exitwithscop:12,exp10:161,exp2:161,exp:[4,5,36,62,91,92,93,94,122,152,153,160,161,162,164,195],expand:[6,32,125,137,152,155,161,162,169,190,199],expand_constructor:155,expand_dim:[45,47,48,50,62,64,69,70,79,109,152,155,162,191,201],expand_global_var:155,expand_lik:162,expanddim:4,expect:[1,4,6,7,9,10,13,18,19,21,23,25,32,33,34,35,53,63,64,66,70,71,79,91,98,99,100,101,104,120,136,137,138,143,149,151,152,153,155,161,162,166,167,182,191,199,201],expect_tx:161,expens:[18,136,155,174,191],experess:155,experi:[0,9,10,15,18,24,53,84,169],experienc:[99,100,101],experiment:[9,18,49,58,72,138,148,153,160,161],experss:[160,161],expertis:[10,23],expf:122,expir:140,explain:[2,7,10,14,15,24,27,34,53,63,91,92,93,94,105,112,152,173,174,190,202],explan:[7,24,28,53,107,167],explanatori:33,explicit:[8,32,33,35,62,93,153,155,160,161,162,167,170,190,195],explicitli:[1,12,13,16,22,23,32,40,56,78,79,83,111,143,155,158,161,164,166,167,170,182,188,201],explict:155,exploit:1,explor:[15,24,53,95,106,144,169,190,191,199,201],expon:[153,160,161,162],exponenti:[122,152,160,161,162],export_cc:118,export_datetim:11,export_directori:203,export_librari:[2,8,35,54,55,56,62,63,64,66,67,68,91,93,99,101,118,138,141,157,158,178,192,197,199],export_model_library_format:[106,108,110,145],export_node_renamed_model_path:150,export_pb:4,export_renamed_c_graph_path:150,export_rt_mod_fil:63,export_runtime_modul:63,export_shar:158,exportablemodul:145,expos:[1,3,6,12,15,37,53,56,131,136,158,161,174,176,199,201],exposur:158,expr:[1,7,12,13,15,20,33,34,49,79,114,119,122,138,139,143,147,148,149,151,152,153,154,155,156,158,160,161,162,164,167,169,197],expr_deep_equ:161,expr_functor:35,expr_id:147,expres:155,express:[6,7,9,13,14,18,21,27,32,33,37,40,63,78,80,91,92,93,94,123,126,129,143,147,148,149,151,152,153,154,155,158,160,161,162,165,170,173,182,185,189,190,193,196,198,200],exprfunctor:[34,152],exprmut:[34,78,152],exprop:37,exprpattern:149,exprrv:161,exprvisitor:[34,35,152],ext:[35,61,63,106,108,127],ext_dev:[157,158,178,182,183,185,188],ext_func_args_:35,ext_func_bodi:35,ext_func_id:35,ext_func_id_:35,extend:[7,9,14,18,29,32,34,56,62,80,128,143,152,170,174,177,182,203],extens:[0,9,12,15,16,18,28,53,55,56,75,79,84,132,157,158,160,163,165,166,169,172,188,199],extent:[5,7,76,83,136,137,143,161,174],exterior:151,extern:[2,6,9,12,33,35,40,56,90,110,115,116,121,123,126,128,138,141,155,158,160,161,162,167,169],extern_op:[120,126],extern_primfunc:160,extern_scop:117,externop:[7,160],externopnod:164,extra:[1,29,84,98,99,100,101,108,128,136,137,150,154,158,161,162,174,178,182,183,185,188,190],extra_arg:107,extra_files_tar:108,extra_tar_dir:108,extra_tar_fil:108,extract:[1,4,6,35,37,47,53,62,64,99,100,101,102,106,108,111,114,136,137,144,147,152,155,161,162,167,177,191,201],extract_from:144,extract_from_program:[64,99,100,101,102,105,191],extract_fused_funct:147,extract_intermdeiate_expr:147,extract_task:[91,92,93,94,136],extractal:[50,71],extractedtask:144,extractfusedfunct:147,extractor:144,extractprimfuncconst:161,extrapol:[151,162],extrapolation_valu:[151,162],extrem:[1,9,18,21,30,35,36,111],extrema:[151,162],f07e228ef5f642b386d23a62df615e7b:94,f0:21,f19692ed81d032b1697c08adee62f9a5:92,f1:[12,21,58,155],f1b4831e3be69b07c24f46d5513875ea:91,f2:[12,21,155],f37072fd:48,f3:21,f42xxxxxxxxxxxxxxx:29,f439cb5bb83bb6be4824f8b51c68bdb9:91,f4:21,f746zg:172,f:[4,7,12,15,33,34,37,42,43,44,45,47,48,49,50,63,66,67,68,70,72,76,78,82,83,84,98,104,105,106,107,108,109,110,111,114,119,120,122,123,136,140,143,153,157,158,160,161,162,166,167,169,178,182,183,185,188,191,195,199,201,203],f_:153,f_act:162,f_out:166,f_preproc:158,f_run:144,face:[15,20,21,22,73,74,137,161],facil:[30,166],facilit:[24,183,195],fact:[7,8,13,15,83,111,147,160,166,167,170,183],factor:[6,7,27,37,82,83,84,90,98,99,100,101,111,122,124,125,128,137,141,151,153,154,160,161,162,166,182,183,188,189,190,191,192,199,200],factor_axi:[160,161],factor_of:161,factori:[6,141,152],factory_modul:152,fadd1:199,fadd1_dev:199,fadd2:199,fadd:[37,58,161,162,199],fadd_cl:199,fadd_dev:58,fadd_parallel:199,fadd_vector:199,fail:[12,18,19,23,25,28,29,32,39,44,46,64,144,150,154,161,170,177],failur:[20,32,84],fair:141,fake:[72,137,147],fake_quantization_to_integ:155,fakequantizationtointeg:155,fall:[1,12,32,107,111,117,136,137,158,174,190,191],fallback:[7,9,12,14,35,53,72,98,102,137,155],fallback_split:137,fallback_with_reference_log:137,fallbackconfigent:137,fallbackcontext:137,falloc:63,fals:[16,19,33,34,35,37,62,64,65,66,67,68,72,79,91,94,99,101,102,105,106,108,109,118,120,136,137,138,139,141,143,145,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,167,169,170,178,192,197,199],false_branch:[34,149,152],false_offset:18,false_valu:161,famili:61,familiar:[13,23,42,98,129,193],fan:202,far:[5,6,13,15,33,35,76,111,128,160,164,199],fashion:[13,15,33,34,145,164,174,183,185],fast:[18,20,28,70,71,72,90,91,92,93,94,95,107,111,122,152,153,155,162,168,173,174,189,199],fast_erf:162,fast_exp:162,fast_memori:107,fast_memory_s:107,fast_softmax:[153,162],fast_tanh:162,faster:[2,19,59,70,71,72,84,91,92,93,94,98,99,100,101,111,132,136,137,153,160,161,162,177,190,191,201,202],fastest:[15,70,71,201],fastmath:[152,155],fatal:[25,35,49,140],faulti:177,favor:[9,12,20,21,23,28,134],favorit:[70,202],fb:50,fbgemm:70,fc1_bia:[79,197],fc1_weight:[79,197],fc:[147,154],fcache_:37,fchollet:44,fcombin:[129,160,161],fcompil:[8,54,63,64,66,91,93,99,101,138,157,158],fcomput:[160,162],fcond:161,fcuda:[122,123],fd:10,fdefault:159,fdisk:177,fdor:162,fea:137,feasibl:35,feat:114,featur:[6,13,20,21,23,24,28,29,34,35,36,53,58,72,78,83,91,92,93,94,99,100,101,102,106,111,114,132,136,137,138,144,147,151,153,154,156,158,160,161,162,165,166,169,170,176,182,183,188,189,191,192,194,196,199,201,203],feature_extractor:144,feature_strid:156,feature_typ:[64,99,100,101,102,137,191],featureextractor:144,fedora:132,feed:[50,76,111,141,160,174],feedback:[15,21,29],feel:[6,17,21,25,35,99,100,101,177,191,201],fellow:[21,22],feng:[83,200],ferplu:0,fetch:[12,18,26,28,33,53,90,98,137,144,199],fetch_head:26,few:[6,12,15,18,20,29,33,34,64,72,106,111,114,137,148,169,170,174,177,190,194],fewer:154,ff:[82,90,92,93,94],ffi:[25,37,98,99,100,101,136,140,152,190],fft:134,fgener:159,fgraph:147,fi:[2,72,82,98],fident:[129,160,161],field:[0,6,12,13,14,15,18,24,33,34,60,106,111,136,137,143,148,149,152,153,155,156,161,162,166,167,168,174,177],field_index:18,field_nam:162,fifo:[153,162,174],fifo_buff:[153,162],fig:53,figsiz:111,figur:[6,7,35,36,53,82,83,84,111,127,174,182,183,199],file:[2,8,9,10,11,14,15,18,19,20,24,25,26,28,29,30,33,35,36,46,52,53,55,56,57,58,59,60,61,62,63,64,67,68,74,77,85,89,91,92,93,94,95,97,98,99,100,101,107,110,111,112,113,114,116,118,126,132,136,137,138,144,145,150,155,157,158,160,163,167,170,173,174,177,178,180,182,183,185,186,187,188,190,191,192,197,198,199,201,202,203],file_list:[138,158],file_nam:[8,30,136,145,158],file_out:137,file_path:107,filelock:138,filenam:[11,30,91,93,99,101,136,137,138],filep:35,filepath:137,filesystem:177,filetyp:65,fill:[4,35,53,62,65,84,105,112,136,138,143,145,151,152,155,161,162,170,199],fill_empty_row:152,fill_frag:[83,161],fill_mod:65,fill_network_box:[43,178],fill_valu:[152,162],fillcolor:138,filt:162,filter:[32,53,82,83,111,123,137,152,153,154,155,156,160,161,162],filter_1:123,filter_depth:162,filter_height:162,filter_list:154,filter_s:162,filter_width:162,final_indic:[160,161],finalize_modul:118,find:[1,7,9,12,13,14,15,19,21,24,28,29,34,35,37,39,50,57,63,64,65,66,72,76,79,80,87,90,98,99,100,101,106,122,123,131,132,134,136,137,138,141,143,145,147,148,149,151,152,155,161,162,169,170,178,185,189,190,191,192,196,199,201,202],find_anchor_block:161,find_clang:138,find_cuda_path:138,find_first_valid:118,find_librari:55,find_lld:138,find_rocm_path:138,find_width8:76,fine:[26,34,72,136,191,201],fineprun:72,finer:0,finfercorrectlayout:1,finish:[7,12,14,19,35,59,63,79,102,106,111,114,137,144,158,160,161,177,178,182,188,190,196,199],finit:[152,160,161,162,166,167],fintrin:161,firefli:192,firmwar:[10,104,109,110],first:[1,2,3,5,6,7,8,9,12,13,14,15,17,19,20,21,24,26,27,28,29,32,33,34,35,36,37,39,43,53,62,63,66,67,68,70,72,76,78,82,83,84,91,92,93,94,99,100,101,102,105,106,108,110,111,114,117,118,119,123,124,125,127,128,132,136,137,138,141,143,147,148,152,153,154,155,156,157,158,160,161,162,164,166,167,169,174,177,178,182,183,185,188,190,192,197,199,200,201,202],first_few_lin:110,first_ord:[154,155],firstli:8,firstordergradi:155,firwmar:9,fit:[15,46,84,107,109,111,164,183,185,199,203],five:[111,114,162],fix:[8,17,18,19,26,28,29,32,33,39,82,83,107,119,128,136,152,162,167,177,182,183,185,190],fixed_point_multipli:[152,162],fixed_point_multiply_per_axi:162,fixm:[91,177],fixpoint:[147,170],fixtur:32,fl:169,flag:[2,9,16,24,30,35,55,56,62,105,111,132,141,143,151,157,161,163,174,199,201],flaki:[20,28],flash:[9,10,28,105,106,108,110,111],flasher:9,flat:[152,161,162],flatbuff:[50,107],flatc:50,flatten:[2,6,12,33,76,84,111,136,137,152,153,161,162,166,167,170,197,199],flatten_data:2,flattenatrousconv:155,flattenbuff:161,flattened_indic:161,flavor:54,fledg:18,flexibl:[9,12,14,18,33,57,78,120,125,133,137,143,155,167,170,172,173,191],flexibleshapedispatch:155,flight:174,flip:[64,162],float16:[5,16,36,53,64,83,118,155,161,164],float16_acc32:[53,64],float32:[0,1,2,5,7,12,36,42,43,44,45,46,47,48,49,50,53,55,56,58,61,62,64,65,66,67,68,69,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,107,109,110,111,114,117,120,122,123,124,125,128,129,137,138,143,146,147,150,151,152,153,154,158,161,162,164,166,167,169,170,178,189,190,191,195,197,199,200,201],float32x32:[84,95,199],float32x4:195,float32x8:189,float64:[5,16,36,122,164],float_:36,float_dtyp:158,floatimm:[137,161],floattensor:114,floor:[4,62,69,151,152,153,160,161,162],floor_divid:[152,162],floor_mod:[152,162],floordiv:[4,91,92,94,95,160,161,162],floormod:[4,91,92,94,95,160,161,162],flop:[87,137,161],flopcalculationerror:137,flow:[3,10,13,18,20,21,35,45,59,63,69,109,147,155,161,165,166,167,169,174,196],flowvis:45,flowvision_cach:45,fluiditi:174,flush:[9,102,136,137,158],fly:[57,63,158,161,174,183],fmap_:37,fmatch:147,fmemoiz:138,fmod:[160,161],fmt:[158,203],fn:[1,13,78,166,167,169,170],fno:78,fo:[54,72,149,160],focu:[6,12,18,21,24,33,36,40,190],focus:[6,18,24,78,80,104,199],fold:[6,12,78,148,150,152,155,161,162,166,167,178],fold_batch_norm:4,fold_const:[12,34,78],fold_old_batch_norm:4,fold_qnn:155,fold_scale_axi:167,foldconst:[1,12,34,78,79,143,152,155],foldconstantexpr:155,folder:[2,6,19,24,28,29,32,33,34,50,53,58,106,111,132,134,157,177,192],foldexplicitpad:155,foldl:166,foldr:166,foldscaleaxi:[12,69,79,143,152,155],folk:[13,17,21,28,111],follow:[1,2,3,6,7,8,9,10,12,13,14,15,18,19,20,21,23,24,25,26,28,29,30,32,33,34,35,36,37,39,42,50,53,54,57,58,59,60,61,63,64,65,66,67,68,70,71,72,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,106,107,108,111,117,118,120,122,123,124,127,128,131,132,134,137,143,144,147,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,172,174,176,177,178,182,183,185,188,190,191,192,195,199,200,201,202,203],follow_split:95,followup:[21,160],follwo:[143,155],font_nam:43,font_path:[43,178],font_url:43,foo:[3,19,22,30,164],foodeviceapi:3,footprint:[12,71,111,174,182,188],fopencl:122,foral:143,forbid:[124,157],forc:[9,27,108,111,160,161],force_suppress:156,forcenarrowindextoint32:161,forcibl:[91,92,93,94],foreach:166,foremost:21,forest:111,forev:111,forget:[66,162],fork:[19,26,100,137,157,161],fork_se:161,forkind:[76,161],form:[5,7,11,12,13,14,18,21,23,27,28,29,30,34,35,37,68,91,92,93,94,99,100,101,111,119,128,136,137,138,147,150,152,153,155,159,160,161,162,165,167,170,176,177,191,199,201],formal:24,format:[1,3,6,10,13,15,18,20,21,24,25,28,29,35,42,43,44,45,48,49,50,51,53,56,64,66,67,68,69,72,79,107,109,110,111,114,127,136,137,138,139,140,141,143,144,145,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,166,167,170,173,178,182,183,185,188,195,196,197,203],formatt:[21,158],former:[12,136],formula:[123,182],forrest:154,fortun:[35,95,195,200],forum:[17,18,22,23,27,39,172,203],forward:[2,19,21,22,64,69,72,102,114,117,118,122,128,134,141,153,155,161,162],forward_fold_scale_axi:155,forward_index:161,forward_shap:161,forwardfoldscaleaxi:[12,155],found:[6,12,18,29,33,34,36,37,39,63,70,76,91,92,93,94,107,111,132,136,138,140,141,143,144,145,147,148,149,151,152,161,162,166,174,177,191,199,203],foundat:[6,17,199],four:[12,27,76,83,100,111,112,125,152,156,162,174,190],fourier:[152,162],fourth:156,fout_height:183,fout_width:183,fox:64,fp16:[53,61,62,64,83,138,162],fp16_acc16:53,fp32:[53,55,70,71,83,117,138,155,162,178],fp64:162,fp8:161,fp8computeleg:161,fp8storageleg:161,fpack_import:158,fpass:[12,155,161],fpass_nam:12,fpeq:53,fpga:[58,63,174,176,178,182,183,185],fpic:[134,138],fprimalgradi:33,frac:[33,153],fraction:[111,152,161,162],fragment:[6,18,83,147,155,161,165],fragment_a:161,fragment_b:161,fragment_c:161,fragment_d:161,frame:[18,49,152,158,162,202],framework:[0,1,3,6,9,12,13,18,35,37,40,45,53,56,59,64,65,72,73,74,76,111,114,138,150,155,168,171,191,196,202],freduce_arg:161,free:[3,6,12,17,35,36,64,66,80,84,91,99,100,101,114,143,147,148,152,158,161,167,177,188,191,196,199,201],free_raw_stream:158,free_type_var:147,free_var:[18,114,117,118,147,169],freedataspac:3,freedom:13,freeli:[191,201],freerto:107,freertos_path:107,freestream:3,freeworkspac:3,freez:[4,56,155],freeze_param:[56,150],fregist:[140,143],frequenc:[136,143,147,152,158,162,173,177],frequent:[22,24,32,80,147,161],fresh:[7,170],friend:[12,13],friendli:[12,28,49,53,72,84,107,136,160,161,199],from:[1,2,3,4,6,8,9,11,12,13,15,16,18,19,20,22,23,24,28,29,30,32,33,34,35,36,37,40,42,43,44,45,46,47,48,49,50,53,54,55,56,58,61,62,63,64,65,66,67,68,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,133,134,136,137,138,141,143,144,145,146,147,148,149,150,152,153,154,155,156,157,158,159,160,161,162,163,166,167,169,170,174,177,179,180,181,182,183,185,188,189,190,191,192,195,196,197,199,200,202,203],from_caff:150,from_caffe2:150,from_coreml:[42,52,150],from_darknet:[43,52,150,178],from_devic:[16,159],from_expr:[55,78,105,143,152,161,169],from_func:161,from_func_with_separ:161,from_json:158,from_json_dict:137,from_kera:[44,52,66,150],from_keras_model:111,from_legacy_te_schedul:[76,83,84,90,123,124,125,128,129,182,183,185,188,189,195,199],from_min_ext:143,from_mxnet:[56,62,63,150],from_numpi:[45,48,70,109],from_oneflow:[45,52,150],from_onnx:[46,52,61,150,191],from_paddl:[47,52,150],from_pretrain:72,from_pytorch:[48,52,64,67,68,69,70,109,150],from_sourc:[36,61],from_tensorflow:[4,49,52,72,150],from_tflit:[1,50,52,71,104,106,108,110,111,150],fromarrai:46,fromm:72,fromminext:7,front:[13,15,51,91,92,93,94,120,153,158,162,165,167,168],frontend:[1,2,7,15,25,28,32,37,42,43,44,45,46,47,48,49,50,53,56,61,62,63,64,66,67,68,69,71,72,87,91,92,93,94,99,100,101,102,104,106,108,109,110,111,140,142,156,165,168,178,191,196,197],frontend_nam:140,frontload:34,frozen:4,frozen_func:72,fscan:124,fshape:162,fskip:155,fssl:111,fstab:63,fstream:35,ftimer:158,ftp:63,ftransform:161,ftvmcomput:14,ftvmconvertlayout:1,ftvminfercorretlayout:1,ftvmlegal:155,ftvmmixedprecisionconversiontyp:155,ftvmschedul:14,ftvmstrategi:14,fucntion:161,fulfil:[12,170],full:[6,10,11,12,18,19,34,46,61,63,67,68,70,72,108,111,112,132,138,145,152,155,161,162,167,174,177,189,192,194,201],full_dataset:111,full_lik:[152,160,162],fulli:[13,18,24,35,98,111,117,128,134,138,143,149,152,155,160,161,162,168,169,170,185,196,199],fully_connected_infer:138,fun:[6,15,72,166,167],func1:20,func2:20,func3:20,func:[5,12,35,67,68,72,76,78,82,83,84,90,95,98,114,128,136,137,138,143,144,148,154,155,157,158,159,160,161,169,189,190,192,195,199,200],func_attr:[76,83,84,90,123,124,125,128,129,182,183,185,188,189,195,199,200],func_decl_:35,func_idx:35,func_index:18,func_nam:[2,35,87,136,140,141,158,159,161],func_name_:37,func_name_regex:143,func_or_mod:161,func_pattern:169,func_working_on:161,function_pass:[12,78,155,161],functional_pil:45,functioninfo:37,functionnod:35,functionpass:[12,78,143,155,161],functionpassnod:12,functionpattern:[149,169],functions_item:[143,161],functionvar_0_0:169,functionvar_0_1:169,functionvar_0_2:169,functionworkspaceusag:11,functor:[12,138,161],functyp:[143,161,170],fundament:199,further:[7,10,13,14,17,18,20,21,28,33,34,53,82,120,145,147,158,159,160,161,167,170,174,200,201,202,203],furthermor:[7,84],fusabl:78,fuse:[2,6,7,14,33,55,78,82,83,90,95,98,117,127,147,155,160,161,162,164,169,170,189,197,199],fuse___layout_transform___4:2,fuse___layout_transform___broadcast_add_relu___layout_transform__:2,fuse___layout_transform___broadcast_add_relu___layout_transform___1:2,fuse___layout_transform___broadcast_add_reshape_transpose_reshap:2,fuse__contrib_conv2d_nchwc:2,fuse__contrib_conv2d_nchwc_1:2,fuse__contrib_conv2d_nchwc_2:2,fuse__contrib_conv2d_nchwc_3:2,fuse_l2_normalize_relu:2,fuse_model:70,fuse_op:170,fuse_opt_level:[78,155],fused_:18,fused_ax:7,fused_loop:161,fused_nn_batch_flatten:87,fused_nn_dense_nn_bias_add:87,fused_nn_dense_nn_bias_add_nn_relu:87,fused_nn_dense_nn_bias_add_nn_relu_1:87,fused_nn_softmax:87,fusedbatchnorm:4,fusedbatchnormv2:4,fusenod:7,fuseop:[6,78,147,148,155,196],fusion:[12,56,78,90,95,117,155,161,169,189,195,196,197],futur:[6,7,8,11,18,21,28,48,61,64,67,68,69,70,71,99,100,101,109,114,136,144,155,170,199],fuzzi:[149,165],fvisit:[147,161],fvp:[28,107],fvp_corstone_ss:107,fwrap:160,g:[3,6,7,9,10,11,12,13,14,15,17,19,20,21,23,24,28,29,30,32,34,35,36,39,40,55,59,63,66,67,68,91,92,93,94,104,106,109,111,114,129,131,132,134,136,137,138,143,147,149,150,151,152,153,155,158,159,161,162,166,167,170,177,178,192,195,196,197,201],g_act:162,g_aot_memori:107,g_data:114,g_nd:195,g_np:195,ga:[64,99,100,101,102,191],gain:[9,23,84,190,199],gall:110,galleri:[42,43,44,45,46,47,48,49,50,51,64,65,66,67,68,69,70,71,72,73,75,76,78,79,81,82,83,84,88,90,91,92,93,94,95,96,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,114,115,117,118,119,120,121,122,123,124,125,127,128,129,178,181,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],gamma:[136,153,162,169],gan:154,gap:171,gate:162,gather:[4,76,152,158,162,178,191],gather_nd:[152,162],gatherbound:7,gathernd:4,gatherv2:4,gatun:[64,99,100,101,102,105,137,190,191],gauss:[160,161,162],gave:191,gavin:111,gb:177,gcc:[9,12,35,36,59,61,78,91,99,101,106,132,138,192,199],gcc_0:35,gcc_0_0:35,gcc_0_1:35,gcc_0_2:35,gcc_0_:35,gcc_0__wrapper_:35,gcc_0_wrapper:35,gcc_binary_op_1d:35,gcc_binary_op_2d:35,gcc_input0:35,gcc_input1:35,gcc_input2:35,gcc_input3:35,gcn_cora:114,gcn_model:114,gcp:0,gcr:0,ge:161,gear:12,gelu:56,gemm:[9,18,76,81,85,98,153,161,174,182,183,185],gemm_count:[178,182,183,185],gemm_queu:174,gemv_impl:128,gemv_reset:128,gemv_upd:128,gen:[3,35],gen_func:166,gen_includ:203,gen_modul:[55,56,62],gen_weight:72,gene:137,gener:[2,5,6,7,9,10,11,12,13,14,15,16,17,18,20,21,22,24,25,27,28,29,30,33,34,36,37,39,40,42,43,44,45,46,47,48,49,50,51,56,57,58,60,61,62,63,64,65,66,67,68,69,70,71,72,73,75,76,78,79,81,84,88,90,91,92,93,94,95,96,98,99,100,101,102,103,104,105,109,112,114,115,117,118,119,120,121,122,124,125,127,128,129,132,134,136,137,138,139,143,144,145,148,150,151,152,153,154,155,156,158,159,160,161,162,166,167,169,171,174,176,178,181,182,183,185,188,189,190,191,192,193,194,196,200,201,202,203],general_rnn:166,generate_design_spac:144,generate_input:166,generate_measure_candid:144,generate_project:[10,28,104,105,109,110,111,145],generate_project_from_mlf:[108,145],generate_sketch:136,generated_project:110,generated_project_dir:[104,108,110,145],generated_project_path:145,generatedproject:145,generatorfoocod:3,generic_func:[14,159],genericfunc:159,genet:[137,190],genetr:53,geometr:[151,162],geometri:53,geral:28,gerum:203,get:[1,6,7,8,12,14,15,18,19,20,21,22,23,24,26,28,29,32,33,34,35,36,37,42,43,45,48,49,50,53,58,59,61,63,65,66,67,68,70,72,76,79,82,83,84,86,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,109,110,111,112,118,119,123,125,128,129,131,133,136,137,138,141,143,144,147,148,149,152,153,154,156,157,158,159,160,161,162,163,169,174,177,178,181,182,183,185,187,189,190,191,192,193,197,198,199,200,201,203],get_1d_indic:162,get_1d_pixel:162,get_2d_indic:162,get_2d_pixel:162,get_3d_indic:162,get_3d_pixel:162,get_active_lane_mask:161,get_all_tuning_record:144,get_attr:[143,161],get_block:[161,200],get_block_access_region:161,get_block_read_write_region:161,get_block_scop:161,get_calibration_data:147,get_cc:138,get_child_block:161,get_classifi:154,get_closest_index:162,get_concrete_funct:72,get_config:[98,137,190],get_const_int:162,get_const_tupl:[95,128,162],get_constructor:[143,161],get_consum:161,get_conv2d_workload:137,get_ctor:[152,154],get_ctor_stat:[152,154],get_cuda_vers:138,get_current_trac:143,get_default_qconfig:70,get_deps_by_dst:161,get_deps_by_src:161,get_devic:141,get_dltensor_addr:60,get_env:[163,178,182,183,185,188],get_exec:148,get_factor:137,get_featur:154,get_flatten_featur:137,get_flattened_buff:161,get_funct:[157,158],get_global_func:[15,120,158],get_global_symbol_section_map:138,get_global_type_var:[143,161],get_global_var:[143,152,154,161],get_global_var_stat:[152,154],get_graph_json:[2,105,110],get_group_id:122,get_imagenet_input:70,get_init_st:136,get_input:[104,141],get_input_data:6,get_input_detail:[71,108],get_input_index:141,get_input_info:141,get_int:143,get_int_tupl:143,get_inx:162,get_kind_attr:159,get_last_ffi_error:25,get_lib:[53,110],get_local_id:122,get_loop:[161,200],get_microtvm_template_project:[104,105,108,109,110,111,145],get_model:[56,62],get_nam:[152,154],get_name_stat:[152,154],get_native_generic_func:159,get_net:154,get_network:[91,92,93,94,99,100,101,102,118],get_next_index:137,get_node_attr:138,get_node_edg:[119,138],get_num_input:141,get_num_output:[137,141],get_other_opt:137,get_output:[2,6,7,42,43,48,49,50,61,64,66,67,68,70,71,72,104,109,110,114,117,118,141,178,191,197],get_output_block:161,get_output_detail:[71,108],get_packed_func:159,get_pad_tupl:162,get_pad_tuple1d:[153,162],get_pad_tuple2d:153,get_pad_tuple3d:[153,162],get_pad_tuple_gener:162,get_param:[105,106,110,148],get_pass_to_op_diff:79,get_pow2:137,get_prim_func_arg_and_result_memory_constraint:161,get_produc:161,get_property_mask:158,get_rand_index:137,get_real_imag:[70,71],get_region:147,get_result:12,get_shap:148,get_shape_from_rewritten_layout:136,get_sourc:[53,110,122,123,158,199],get_sref:161,get_standalone_crt_dir:145,get_str:143,get_synset:70,get_system_lib:[105,110],get_target:[104,105,108,109,110,111],get_target_by_dump_machin:138,get_target_default:136,get_target_device_typ:159,get_target_tripl:138,get_task:137,get_tensor:71,get_tensor_by_nam:49,get_tensor_ctor_stat:[152,154],get_top_k:144,get_total_mac_numb:147,get_trace_stack:143,get_trace_stack_s:143,get_transform:70,get_tuning_api_databas:143,get_typ:[152,154],get_type_stat:[152,154],get_valid_count:156,get_valid_implement:148,get_vscale_expr:161,get_vtcm_compaction_pass:161,get_workload:[8,79,87,91,92,93,94,99,100,101,102,137,138,150,154,197],get_workload_entri:136,getattr:[3,45,48,64,67,68,72],getattrmap:34,getblock:161,getconstint:20,getcurrentpasscontext:12,getcwd:[63,108],getenv:[65,104,105,108,110],getextsymbol:35,getfil:118,getfunc:37,getfunct:[6,37],getlin:35,getlogg:[14,98,99,100,101,190],getmemb:110,getnam:47,getopconvert:62,getpass:12,getref:34,getrootasmodel:[50,71,104,106,108,110,111],getshap:35,getsourc:35,getsymbol:8,gfile:[4,49],gflop:[91,92,93,94,98,99,100,101,102,190,191,201,202],gfortran:132,gfx900:100,gh:[19,28],gist:[42,44,46,47,66,67,68,70,154],git:[19,27,28,29,36,39,58,59,63,66,67,68,104,105,108,110,112,131,132,134,177,192],github:[0,19,20,24,28,29,42,43,44,45,46,47,48,49,50,55,58,59,61,63,64,66,67,68,70,71,87,104,105,106,107,108,109,110,111,112,114,131,133,134,153,154,155,177,178,191,192,199,201,202],githubusercont:[42,44,45,47,48,50,66,67,68,69,70,107,109,111],gitpython:0,give:[1,3,6,7,13,15,18,20,21,24,25,34,53,55,57,62,70,71,76,111,124,132,133,134,137,138,140,141,152,155,157,160,162,166,167,170,174,190,191,201,203],given:[3,4,7,9,10,12,14,18,28,32,33,34,35,37,45,48,49,53,55,62,64,70,71,78,82,87,95,127,128,136,137,138,141,143,144,145,146,147,149,151,152,153,154,155,156,157,158,159,160,161,162,166,167,169,170,174,182,183,188,191,195,199,201],givern:112,glob:[12,35,78],global:[3,7,12,15,18,30,76,82,83,84,95,98,117,118,123,124,129,136,137,138,143,144,147,148,152,153,154,155,158,159,160,161,162,165,166,182,183,185,188,189,195,199,201],global_avg_pool1d:153,global_avg_pool2d:[55,62,65,79,153,197],global_avg_pool3d:153,global_call_count:147,global_func:[143,161],global_info:[143,161],global_max_pool1d:153,global_max_pool2d:[55,62,153],global_max_pool3d:153,global_offset:161,global_pool:162,global_ptr:161,global_scal:178,global_scop:150,global_symbol:[95,155,200],global_type_var:[143,161],global_var:[143,155,161],global_workspace_1_var:203,globalinfo:[143,161],globaltypevar:[143,152,161,170],globalvar:[12,13,143,147,154,155,161,167],glossari:161,glue:[15,33,107,145],gluon:[12,56,62,67,78,150,154],gluoncv:69,gmod:[6,141],gnn:114,gnn_model:114,gnu99:134,gnu:[29,36,53,55,59,61,63,91,93,99,101,134,154,192],gnueabihf:[59,68,138,177,192],gnupg:29,go:[1,6,13,20,21,22,25,28,29,33,35,37,53,54,56,61,62,71,72,91,99,100,101,104,107,111,132,166,177,192,199,201,203],goal:[6,7,8,12,13,21,30,34,35,40,72,111,117,132,146,169,174,191,201],gobbl:[49,72],goe:[29,32,132],good:[9,13,21,23,28,33,34,35,76,90,91,92,93,94,95,98,111,125,137,189,190,199,201],googl:[20,42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,132,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],googleapi:[44,65,71,107,111],googletest:[132,134],gop:177,got:[8,53,79,111,136],govern:[1,12,23],gpart:177,gpg:27,gpio:106,gpu:[0,1,4,8,14,28,32,33,35,37,40,49,55,59,62,64,65,66,67,72,81,83,85,88,89,96,97,123,125,136,137,138,141,150,154,157,158,159,160,161,162,171,183,185,190,191,194,196,197,202],gpu_device_nam:111,gpu_implementation_large_batch:32,gpu_implementation_small_batch:32,grab:[48,64,67,68,72,199],grad:[33,153,162],grad_layout:153,gradient:[136,144,153,154,155,160,162],grain:0,grammar:165,grant:[23,107],granular:[9,12,33,78],graph:[1,3,4,6,9,11,12,16,18,35,37,40,42,44,46,47,53,54,55,59,61,62,63,65,66,71,90,91,92,93,94,95,102,104,105,106,107,109,110,112,115,116,117,118,132,136,137,138,141,143,145,147,148,149,150,152,154,155,162,165,183,185,189,191,196,197,201,202,203],graph_:35,graph_attr:138,graph_def:[4,49,72],graph_executor:[2,42,43,48,49,50,55,56,61,62,63,64,66,67,68,70,71,72,91,92,93,94,99,100,101,102,114,117,142,148,178,191,197],graph_executor_codegen:148,graph_executor_factori:145,graph_json:[2,35,148],graph_json_:35,graph_json_str:[141,145],graph_mod:110,graph_modul:141,graph_opt_sch_fil:102,graph_pack:178,graph_split:118,graph_transform:4,graph_tun:102,graphdef:[4,49,72,150],graphexecutor:[9,11,104,110,141,145],graphexecutorcodegen:148,graphexecutorfactorymodul:145,graphic:[53,159],graphlib:178,graphmodul:[42,43,48,49,50,55,56,61,62,63,64,66,67,68,70,71,72,87,91,92,93,94,99,100,101,102,114,117,118,141,152,158,178,191,197],graphmoduledebug:[2,145],graphruntimefactori:145,graphviz:[119,138],grasp:24,grayscal:111,great:[18,21,72,98,102,117,172],greater:[3,4,14,33,46,62,138,152,158,161,162,183],greater_equ:[152,162],greaterequ:4,greatli:[53,62,78,170],green:[7,138],grid:[82,83,84,90,123,124,125,128,129,137,151,153,160,161,162,182,183,185,188,189,190,191,195,199,200,201],grid_dim:37,grid_sampl:[151,162],gridsearch:[64,99,100,101,102,191],gridsearchtun:[64,99,100,101,102,137,190,191],ground:[136,191],group:[6,12,13,23,34,55,111,124,138,152,153,155,160,161,162,166,183,199],group_conv1d_ncw:162,group_conv1d_nwc:162,group_conv1d_transpose_ncw:162,group_conv2d_nchw:162,group_conv2d_nhwc:162,group_conv2d_transpose_nchw:162,group_conv3d_transpose_ncdhw:162,group_count:138,group_norm:[153,162],groupinstal:132,grow:[18,21,161],gt:161,gtar:29,gtest:[28,132],gtx:72,gu:[127,138],guarante:[7,16,28,136,147,161,174,199],guard:[157,160,161],guess:138,gui:106,guid:[6,21,34,35,37,38,39,40,49,53,56,61,62,72,111,114,132,133,136,140,161,167,176,188,190,191,192,196,201],guidanc:[23,45,203],guidelin:[21,22,27,59],gunzip:107,gussmith23:150,gv:[12,143],gx:152,gy:152,gz:[0,29,36,50,63,71,104,105,108,110,112],gzip:177,h1:166,h2:166,h5:[44,53,65,66,111],h5py:63,h:[3,11,12,14,15,18,30,33,34,35,37,39,43,63,66,76,83,90,91,92,94,98,106,107,110,111,114,136,151,153,156,160,162,166,170,174,178,183],h_act:162,h_block:183,h_end:156,h_in:156,h_init:162,h_start:156,ha:[1,3,4,7,8,9,12,13,14,18,19,21,22,23,24,27,28,29,32,33,34,35,37,39,40,44,53,55,62,64,67,68,70,71,78,82,83,84,87,95,99,100,101,107,110,111,114,117,127,128,132,134,136,137,140,143,144,147,151,152,153,155,156,158,161,162,166,167,169,170,174,176,177,182,183,185,188,190,191,192,196,199,201,202,203],hacki:5,had:195,haichen:82,hal_delai:106,hal_gettick:106,hal_gpio_togglepin:106,hal_uart_transmit:106,half:[7,53,83,138,153,161,177],half_pixel:[151,153,162],halid:[40,76,164],halideir:[5,7,76,160,164],halt:[9,32],halv:53,ham:45,hand:[7,9,13,35,55,114,143,152,160,161,162,169,201,202],handcraft:[12,128],handi:[59,132],handl:[1,3,6,7,8,9,12,13,15,27,34,35,37,49,53,56,78,80,83,95,108,114,123,124,125,129,140,143,147,150,155,158,160,161,162,165,166,167,170,195,199,200],handle_command_stream:107,handle_optimizer_config:107,handler:[10,140,155],hang:[141,158],happen:[1,12,13,21,25,26,37,56,63,79,108,117,128,137,161,162,166,182,188,199],hard:[6,21,26,36,57,111,119,155],hard_fail:155,hardcod:14,harder:177,hardwar:[0,3,6,13,20,32,35,36,39,53,56,58,61,63,70,71,72,76,83,93,96,104,105,107,109,110,111,112,117,121,126,130,136,137,142,155,169,171,173,175,176,178,182,183,185,188,189,190,191,193,194,196,198,199,200,201,202],hardware_config:0,hardware_param:[93,136],hardwareparam:[93,136],harm:34,has_attr:[143,149,169,203],has_complex_op:136,has_dtyp:[149,169],has_funct:158,has_next:137,has_shap:[149,169],has_typ:[149,169],has_workload:144,hasattr:79,hash:[6,20,29,39,64,136,137,143,144],hashabl:[136,137],hashtag:26,haskel:166,hasn:143,hat:22,have:[1,3,5,6,7,8,9,11,12,13,14,15,16,18,19,20,21,22,24,25,26,28,29,32,33,34,35,36,37,39,42,43,46,50,53,56,59,60,62,63,64,65,66,67,68,70,72,76,78,79,83,84,91,92,93,94,95,99,100,101,104,105,106,107,108,109,111,112,114,117,122,127,128,129,131,132,134,136,137,146,147,150,151,152,153,155,157,160,161,162,164,166,167,168,169,170,172,174,177,178,182,183,185,188,189,190,191,195,196,199,201,202],have_cudagraph:138,have_fp16:138,have_int8:138,have_matrixcor:138,have_tensorcor:[83,138],haven:[7,26],hbm:63,hc:83,hdf5:63,hdfgroup:63,he:154,head:[2,19,26,29,53,160,161,166],header:[0,9,35,66,106,107,112,143,145,152],header_fil:107,health:21,healthi:23,hear:21,heavi:[6,15,37,64,66,72,172],heavili:[1,18,138,155],heavlii:1,height:[69,82,83,138,151,153,156,161,162,183],hello:[15,106,138,202],help:[1,2,4,5,6,9,10,12,19,21,22,23,24,28,29,36,39,40,53,55,76,78,80,84,99,100,101,107,111,112,117,120,125,128,131,132,136,141,143,149,150,152,155,157,158,161,162,174,178,190,191,192,199,200,201],helper:[4,8,9,12,32,33,34,64,70,138,148,152,154,191,199],henc:[12,18,21,28,49,53,64,65,78,111,166,170],her:63,here:[0,1,4,5,6,7,8,10,12,13,15,18,19,20,21,22,23,25,26,27,29,30,32,33,34,35,37,42,43,44,45,46,47,48,49,50,53,54,55,58,59,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,134,137,143,152,155,157,161,162,164,166,167,168,169,170,172,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],hessar:[104,105,108,109,112],heterogen:[13,76,141,148,152,159,167,169],heurist:[6,34,62],hex:107,hexagon:[144,157,159],hi:[63,82,202],hidden:[114,153,162],hidden_dim:162,hiddxen:154,hide:[160,161,174,183],hide_private_symbol:132,hierarch:[12,136],hierarchi:[6,83,111],hierearchi:106,high:[6,9,13,18,21,23,34,35,37,40,53,56,59,61,63,71,72,82,83,84,87,91,92,93,94,96,97,99,100,101,102,111,130,134,138,144,148,152,154,161,162,164,169,171,173,174,177,188,190,191,193,196,197,198,199,201],higher:[7,14,24,30,33,62,66,71,72,83,127,132,134,136,143,155,160,161,162,166,167,169,174,177,182,190,191,195,196],higher_ord:[154,155],highest:[14,62,124,148,152],highli:[1,9,21,24,28,61,69,84,132,143,199],highlight:[13,35,158,161,177],hill:107,hill_climb:107,hint:[25,28,33,35,39,55,84,138,143,152,160,161,162,199],hip:132,hiroyuki:68,histori:[2,23,90,91,92,93,94,95,98,99,100,101,111,136,137,172,189,190],hit:[21,25,46,84,150,177,185,199],hl:[59,175],hlpuart1:106,hlx:177,hn:166,hoc:[19,170],hoge:[190,191,194,196,201],hoist:[84,148,161,199],hoistedcondit:161,hoistedletbind:161,hoistexpress:161,hoistexpressionconfig:161,hoistifthenels:161,hold:[12,15,37,84,138,141,143,152,155,161,167,170,182,191,199],holder:35,hole:170,holist:106,home:[32,61,62,114,134,177],homebrew:132,homogen:[148,152],hood:[15,37,70,127,199],hook:[28,119,138,158],hop_length:[152,162],hopefulli:13,host:[3,6,8,10,11,12,15,20,36,37,43,45,48,49,53,55,58,59,61,62,63,64,66,67,68,78,91,93,99,100,101,104,105,106,108,109,110,112,118,131,136,137,139,145,148,152,155,157,158,159,161,174,177,178,182,183,185,188,192,199,202,203],host_driven:[104,105,110,112],host_ip:[91,99,101],host_ip_address:202,hostnam:[65,202],hot:[84,152,162,199],hour:[19,21,29,63,99,100,101,177,201,202],how:[1,3,5,6,7,8,9,12,13,14,15,19,21,22,27,28,29,32,33,35,37,38,39,50,51,53,55,56,57,58,62,63,64,65,70,71,72,73,75,76,77,81,85,88,90,91,92,93,94,95,96,98,99,100,101,102,103,105,107,110,111,112,117,118,119,120,122,123,124,125,127,128,130,132,134,136,137,138,146,147,150,151,152,153,155,158,159,161,162,167,169,170,174,177,178,181,182,183,185,188,189,190,191,192,193,195,196,197,199,201,203],how_to:[46,106],how_to_compile_model:52,how_to_deploy_model:74,how_to_extend_tvm:77,how_to_optimize_oper:85,how_to_tune_with_autoschedul:89,how_to_tune_with_autotvm:97,how_to_work_with_microtvm:113,how_to_work_with_relai:116,how_to_work_with_schedul:126,howev:[0,1,3,7,8,9,10,12,13,14,15,18,21,22,28,33,35,55,67,68,70,72,78,79,83,98,108,111,112,122,125,128,132,143,149,150,152,155,158,161,164,166,172,174,177,190,191,195,199,201],howto_deploi:57,hsa:138,hsaco:199,html:[19,29,36,39,45,46,47,55,61,62,70,114,138,152,153,161,162],http:[0,18,19,20,24,25,29,36,39,42,43,44,45,46,47,48,49,50,53,55,58,59,61,62,63,64,65,66,67,68,69,70,71,72,87,99,100,101,104,105,106,107,108,109,110,111,112,114,131,132,134,136,138,151,152,153,154,155,160,161,162,177,178,191,192,199,201,202],hu:44,hua:[118,178],huawei:[91,99,101],hub:[19,48,69,70,109,131],hug:[73,74],huge:[21,155,191,201],huggingfac:72,human:[21,49,66,67,68,111,144,158,191,195,201],human_str:49,hundr:12,hutton:55,hvx:159,hw:[58,63,162,173,174,177,178,182,183,185],hw_clk_target:177,hw_emu:58,hw_freq:177,hw_spec:174,hw_ver:173,hwc:191,hwcn:[82,162],hwd:162,hwio:[1,65,79,162],hwoi:162,hybrid:[6,142,152],hybrid_argwhere_1d:162,hybrid_argwhere_2d:162,hybrid_argwhere_3d:162,hybrid_argwhere_4d:162,hybrid_argwhere_5d:162,hybrid_func:[152,160],hybridblock:150,hybridmodul:160,hybridop:160,hyperbol:[160,161,162],hypercubestart:150,hypot:161,hypothet:128,hz:143,i0:[90,91,92,93,94,95,161,182,183,185,188,200],i0_1:182,i1:[90,91,92,93,94,95,160,161,182,183,185,188],i1_inn:[90,183,185],i1_inner_out:195,i1_out:185,i2:[90,91,92,93,94,95,160,161,182,183,185,188],i2_inn:183,i2_out:183,i386:28,i3:[90,91,92,93,94,161,182,183,185,188],i3_inn:[90,183],i4:183,i5:183,i7:[84,201],i:[1,5,7,8,9,12,15,18,21,22,23,24,26,28,33,34,35,36,37,43,47,53,58,61,63,64,66,69,71,72,76,80,83,84,90,91,92,93,94,95,99,100,101,102,107,108,110,111,114,120,122,123,124,125,128,129,134,136,137,139,143,144,145,147,149,151,152,153,155,158,160,161,162,164,166,167,169,170,172,174,178,182,183,185,188,189,190,191,192,195,197,199,200,201],i_0:[161,200],i_1:[153,161,162,200],i_2:[153,162,200],i_block:185,i_init:183,i_inn:[123,124,125,189],i_inner_:199,i_inner_j_inner_fus:125,i_j_fus:161,i_k:[153,162],i_m:161,i_out:[76,123,124,125,199],i_outer_inn:189,i_outer_outer_j_outer_outer_fus:189,iandola:154,ib:[83,128,162],ic:[83,108,153,162,183,185,203],ic_block:183,ic_inn:[83,183,185],ic_out:[83,183,185],ic_tn:[183,185],icheck:[12,25,33,35,39],icheck_eq:[25,33],icheck_g:1,icheck_gt:35,icl:87,icon:19,id:[2,6,13,16,29,35,42,44,45,47,48,49,50,53,63,64,91,92,93,94,109,111,137,138,141,144,147,152,158,161,177],id_index:156,id_to_str:49,idea:[13,34,35,40,128,137,201],ideal:[1,8,9,12,21,24,111,122,155,167],ident:[4,12,13,28,70,78,119,129,137,146,153,154,160,161,162,166,167,170,173,188],identifi:[6,9,11,12,15,19,23,28,63,72,111,138,143,155,157,161,166,167,169,170,177,191,199,201],identify_equiv_term:161,identity_el:161,identity_int8:106,identity_valu:162,idiom:164,idl:36,idx1:162,idx2:162,idx:[91,92,93,94,129],idx_1:129,idx_2:129,ie:[150,158],ieee:159,if_scop:152,if_then_els:[82,83,90,91,92,93,94,129,160,161,183,195],ifcollaps:34,ifdef:[90,110,122,123],ifelseexpr:161,ifelsestmt:161,ifeq:66,ifgo:162,ifmap:203,ifnod:34,ifpattern:149,ifstream:35,ifthenels:161,ignor:[12,17,49,63,72,76,91,92,93,94,111,137,141,144,152,153,155,159,160,161,162,166,174,185,190,202],ignore_error:111,ignore_impur:155,ignore_index:[153,162],ih:203,ihw:151,ii:[83,161,174,177],ij:[152,162],ik:162,illeg:161,illumin:24,illustr:[35,37,78,84,161,166,170,190,196,199],im:[70,111],im_data:[152,162],im_h:[43,178],im_height:[70,71,156],im_info:156,im_output:[152,162],im_scal:156,im_w:[43,178],im_width:[70,71,156],imag:[1,9,28,32,40,53,58,61,63,66,67,68,70,108,109,111,133,142,154,156,168,177,197,200,201],image2d_t:53,image_batch:111,image_data:[49,50],image_dataset_from_directori:111,image_depth:162,image_height:162,image_nam:107,image_path:50,image_s:111,image_shap:[67,68,79,91,92,93,94,154,197],image_url:[49,50,71],image_width:162,imagemagick:111,imagenet1000_clsid_to_human:[42,44,47,66,67,68,70],imagenet1k_v1:[48,64,67,68,70],imagenet:[64,65,66,67,68,111,177,191,201],imagenet_2012_challenge_label_map_proto:49,imagenet_cat:[191,201],imagenet_class:[45,48,109],imagenet_mean:[191,201],imagenet_stddev:[191,201],imagenet_synset:[45,48,109],imagenet_synset_to_human_label_map:49,imagenetclassifi:64,imagin:195,imaginari:[152,162],img:[42,43,44,45,46,47,48,64,69,106,109,178],img_bgr:42,img_cb:46,img_cr:46,img_data:[107,191,201],img_i:46,img_nam:[49,66,67,68,71],img_path:[42,43,44,45,46,47,48,49,64,66,67,68,69,70,71,107,109,178,191,201],img_siz:118,img_url:[42,43,44,45,46,47,48,64,66,67,68,69,70,109,178,191,201],img_ycbcr:46,imgur:111,imm:164,immedi:[7,12,29,132,148,174],immut:167,impact:[13,30,91,92,93,94,127,155,182,191,199,201],imper:[28,170,200],imperfect:[21,164],impl:[20,32,161],implement:[1,3,5,6,8,9,12,13,16,18,25,32,33,34,36,37,53,55,62,71,76,79,82,84,91,92,93,94,95,98,99,100,101,102,105,110,114,117,119,125,128,134,136,137,138,140,143,145,148,152,153,154,155,157,158,161,162,165,167,169,170,174,182,183,185,188,190,191,195,196,197,199,200,201],implements_funct:158,implemment:9,impli:[155,158,166,182,183,185],implicit:[32,62,155,162],implicitli:[32,166],implicitpad:155,import_c:9,import_graph_def:49,import_graphdef:72,import_llvm:[9,128],import_modul:[58,158,199],import_tree_child_indices_:8,import_tree_log:8,import_tree_row_ptr_:8,importantli:[6,21,28,117,188],imported_modul:[8,53,58,110,122,123,158,199],importerror:[49,71],impos:[105,182,188],improv:[7,9,12,13,21,24,27,28,29,36,62,111,136,155,161,191,196,199,200,201,202],imread:69,imshow:[43,44,46,50,64,111,178],in_batch:153,in_buff:[160,162],in_channel:[82,83,127,151,153,162,183,185],in_channel_block:162,in_channel_chunk:162,in_degre:114,in_depth:[151,162],in_dim:162,in_dtyp:162,in_fil:[137,138],in_filt:162,in_height:[151,153,162],in_relay_integr:136,in_shap:[35,153],in_siz:[69,82,127],in_tupl:162,in_typ:166,in_width:[151,153,162],in_x:162,inc:[45,66,106,177],inc_num_ev:143,inc_scalar:166,incept:[4,154],inception_preprocess:50,inception_v3:[91,92,93,94,99,100,101,102,150,154],inceptionv1:[49,71],inceptionv3:154,includ:[4,6,7,9,12,14,15,18,20,21,23,24,25,27,29,32,34,35,37,39,51,57,59,60,61,62,63,66,70,71,75,87,90,95,104,105,106,107,108,109,110,111,112,117,119,128,132,133,134,136,137,138,141,143,147,148,149,152,153,155,158,159,160,161,162,163,165,166,167,169,170,171,174,176,177,182,183,185,188,189,190,191,194,196,197,199,201,202,203],include_compat:136,include_config:137,include_input:160,include_non_call_op:155,include_simple_task:136,include_top:[44,65,66],inclus:[9,18,23,33,137,138,152,170],incom:[153,174],incompat:[152,177],incomplet:[33,143,165],incompletetyp:[143,170],incompletetypenod:33,incorpor:[34,40,53,110,117,120,173,174],incorrect:[69,160,161],incorrectli:28,increas:[21,35,53,62,64,66,78,79,84,107,136,137,141,152,158,161,162,170,177,183,185,191,199,202,203],increment:[11,28,40,136,143,173,200],incub:154,inde:[10,34,123,182,188],indec:152,indent:[20,158],indent_spac:158,independ:[6,7,27,53,91,92,93,94,155,190,199,201],index:[1,2,6,7,8,15,18,24,33,34,35,36,42,44,45,47,48,61,62,71,72,84,104,107,108,109,111,114,127,128,129,130,136,137,141,143,149,152,155,156,160,161,162,164,167,169,170,178,183],index_0:161,index_1:161,index_a:161,index_b:161,index_c:161,index_d:161,index_dtyp:161,index_dtype_overrid:160,index_map:161,index_of:161,index_rank:152,index_var_0:161,index_var_1:161,indexdiv:[160,161],indexerror:161,indexexpr:[1,170],indexmap:161,indexmod:[84,160,161,199],indexof:1,indian:49,indic:[0,2,5,6,8,12,13,14,22,23,25,30,33,37,72,76,82,95,108,112,114,127,136,137,138,143,150,151,152,153,155,156,160,161,162,164,166,167,169,170,174,177,178,182,188,191,199,201],indices_or_sect:[147,152,162],indirect:[13,18,25],indirectli:83,indispens:166,indivdu:155,individu:[12,19,23,28,55,78,82,119,127,141,153,155,158],indow:[153,162],indptr:[72,95,114,153],induc:161,induct:170,ineffici:18,inevit:79,infeat:114,infeat_dim:114,infer:[1,2,7,9,10,11,12,13,18,34,37,55,56,59,61,62,66,67,91,92,93,94,99,100,101,102,103,106,107,108,110,114,127,128,134,136,137,138,141,143,148,152,153,155,158,159,160,161,162,167,170,171,172,182,183,185,191,192,197,201],infer_bound_from_st:136,inferbound:[6,37,136],infercorrectlayout:155,inference_input_typ:111,inference_output_typ:111,inferfrag:161,infertyp:[1,34,56,78,79,105,143,149,155,169],infertypeloc:155,infin:161,infinit:[34,106,137,152,160,161,162],inflect:203,influenc:23,info:[0,12,14,37,45,62,66,67,68,78,79,91,92,93,94,99,100,101,102,107,112,138,143,155,158,161,177,192],infom:161,inform:[2,6,7,8,10,12,16,17,18,20,23,24,28,29,32,33,34,35,36,37,39,53,55,63,64,76,79,87,91,92,93,94,99,100,101,106,108,112,119,127,128,136,137,138,139,140,142,143,144,149,150,152,155,158,159,160,161,162,166,167,170,174,177,178,191,193,195,199,201],infra:[12,18,34,75,77],infrastructur:[1,6,18,34,37,55,78,79,137,143,144,145,155,167],ing:28,ingest:[6,196],ingredi:153,inherit:[35,138,149,167],ini:19,init:[8,29,37,83,95,104,105,108,110,112,123,124,132,136,160,161,166,182,195],init_block:161,init_net:150,init_popul:136,init_search_callback:[90,94,95,136,189],initi:[2,6,8,9,10,11,12,13,20,28,35,37,53,61,95,99,100,101,106,111,124,136,137,138,143,152,154,157,158,160,161,162,174,182,183,185,188,190,197,199,200],initial_indic:[160,161],inject:[14,76,128,161],injectcopyintrin:161,injectdoublebuff:161,injectpermutedlayout:161,injectprefetch:161,injectptxasynccopi:161,injectrollingbuff:161,injectsoftwarepipelin:161,injectvirtualthread:161,inlin:[1,6,9,13,18,37,82,95,98,125,128,136,155,160,161,167,199],inline_mark:161,inline_onc:155,inline_primit:18,inlinecompilerfunctionsboundto:155,inlineprivatefunct:161,inner:[7,76,84,95,125,127,128,137,141,151,152,160,161,162,167,173,182,183,185,190,199],innermost:[7,128,152,161,162,183,199],innerpart_factor:161,ino:111,inp:[69,70,137,139,162,169],inp_buff:182,inp_dtyp:[182,183,185,188],inp_load_nbyt:[178,182,183,185],inp_max:[183,185],inp_scop:[182,183,185],inp_width:[182,183,185],inplac:[70,161],input0:[35,48,64,67,68,69,109,119,150],input1:[35,119,150,202],input2:[35,119,202],input3:[0,35,61],input:[1,2,3,4,6,9,12,13,14,15,18,33,36,37,39,42,43,44,45,46,47,48,49,50,53,55,59,61,62,63,64,65,66,67,68,69,70,71,72,82,83,90,95,98,102,105,106,109,110,111,112,114,118,119,120,121,123,124,126,127,128,136,137,138,139,140,141,143,144,147,148,149,150,151,152,153,154,155,156,158,159,160,161,162,166,167,169,170,173,174,178,182,183,185,189,190,191,197,199,200,202],input_0:150,input_1:[44,66,72,104,123,150],input_1_int8:106,input_2:[65,123],input_channel:138,input_data:[48,56,62,63,64,67,68,71,107,109,154,197],input_detail:[71,108],input_dict:[72,141],input_dim:114,input_dtyp:[50,108,110],input_height:138,input_indic:155,input_info:150,input_mod:[12,155],input_modul:143,input_nam:[0,46,48,63,64,66,67,68,69,70,102,104,106,108,109,141,191],input_scal:162,input_shap:[0,44,48,50,56,62,63,64,65,66,67,68,69,70,72,91,92,93,94,99,100,101,102,104,106,108,109,110,111],input_shape_dict:0,input_spec:72,input_tensor:[37,50,98,110,160],input_til:[92,94],input_total_s:108,input_type_dict:0,input_value_dict:0,input_width:138,input_zero_point:162,inputlay:111,inputnod:148,inputs_dict:61,inputtensor:7,ins:[83,120,128,160,162],ins_port:174,insert:[1,12,19,63,78,120,125,143,150,152,155,160,161,162,167,174,177,182,183,188,199],insert_transform_stag:136,insid:[7,8,10,12,13,19,28,32,53,63,66,84,98,106,117,132,136,137,152,161,166,167,174,183,188,199],insn:174,insn_count:174,insn_decod:174,insn_t:174,inspect:[6,8,12,20,29,33,71,84,90,95,98,111,118,120,127,158,166,190,199,200],inspir:[12,119,138,167],inst:[3,79],instal:[19,24,28,29,32,36,42,43,44,45,46,47,48,49,50,53,59,61,63,64,66,67,68,69,71,91,114,119,130,176,192,193,196,198,201,203],install_path:55,install_root:58,installaiton:132,installdebugspan:161,instanc:[9,12,28,32,34,58,71,78,79,102,112,137,138,141,143,145,149,152,153,156,159,161,162,166,167,170,173,174,191],instance_norm:[153,162],instant:15,instanti:[3,9,18,137,162,170],instantiationerror:137,instead:[2,3,4,6,7,10,12,15,18,20,24,26,28,29,33,34,35,36,45,46,48,49,59,62,64,67,68,69,70,72,76,78,102,107,109,111,114,119,122,124,128,129,132,133,136,137,138,143,145,146,150,151,152,153,154,155,158,160,161,162,164,166,167,170,177,178,182,183,185,188,190,196,199],instruct:[6,9,21,24,28,36,37,47,53,59,61,64,65,66,67,68,70,71,72,83,84,87,94,95,106,107,108,128,132,134,152,159,161,171,177,191,192,194,199],instrument:[18,75,77,78,142,161],instrumentafterpass:12,instrumentbeforepass:12,instrumentboundcheck:161,instrumententerpasscontext:12,instrumentexitpasscontext:12,instrumentprofileintrins:161,insul:136,insur:169,int16:[5,16,36,153,162,164],int32:[5,6,7,36,55,72,76,83,84,90,95,114,123,124,125,128,129,138,143,147,149,151,152,153,158,160,161,162,164,166,167,170,182,183,185,188,189,195,199],int32_max:93,int32_t:[9,107,110,203],int64:[5,16,36,147,152,161,162,164],int64_t:[15,18,20,35,90,122,123],int8:[5,16,36,61,104,106,128,138,147,161,162,164,170,178,182,183,185,188],int8x4:161,int_dtyp:158,int_valu:20,integ:[6,7,11,15,16,18,27,30,33,60,63,107,111,137,138,143,144,147,152,153,154,155,158,160,161,162,166,167,170,173,174,182,185,188],integr:[1,9,10,18,19,32,33,35,80,106,107,110,133,136,145,167,176,177,203],intel:[0,1,35,40,69,71,84,102,128,132,159,199,201,202],intel_graph:159,intelfocl:188,intelfpga_lit:177,intellectu:53,intend:[1,3,6,9,16,18,32,33,111,119,138,145,158,159,162,166,191,201],intens:[21,64,65,84,91,92,93,94,191,199],intent:[21,28,55,156],intention:[177,183,185],intepret:148,inter:12,interact:[6,10,12,21,22,23,28,32,37,42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,136,138,139,143,145,148,161,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],interest:[3,5,6,7,12,13,15,21,22,33,37,53,71,78,108,131,133,137,151,162,177,191,200,201],interfac:[2,3,6,9,12,16,21,24,28,33,34,35,37,59,62,73,74,76,78,84,87,106,107,108,111,118,119,122,136,137,138,144,145,148,155,157,158,159,164,169,174,193,196,198,199,201,203],interface_api:203,interleav:[56,137,153],interm:169,intermedi:[3,6,9,13,35,37,56,83,111,120,124,149,150,153,155,158,160,161,162,165,182,183,185,188,196,199],intern:[1,6,9,12,21,23,24,25,27,33,34,35,39,100,107,117,120,127,136,137,140,141,145,152,155,157,158,160,161,162,167,199,203],internal_kei:157,internal_lay:154,internal_log:157,internal_port:157,internal_url:157,internalerror:[25,140],internet:[20,43,177],interop:13,interoper:37,interpol:[45,151,162],interpret:[3,10,13,16,18,30,39,71,108,127,139,148,152,170,182,188,191,201],interpreter_wrapp:71,interprocedur:155,interrupt:9,intersect:[160,161],interv:[7,136,137,138,141,152,158,162,174],interval_al:137,intervalset:7,interwoven:162,intimm:[76,137,143,149,155,159,161,162],intra:12,intract:78,intrin:[160,161],intrin_func:[83,128],intrin_gemv:128,intrin_math:[122,126],intrin_wmma_gemm:83,intrin_wmma_load_matrix:83,intrin_wmma_store_matrix:83,intrins:[6,33,40,121,126,143,160,161,162,173,174,182,188,197],intro_topi:[195,198],introduc:[1,3,6,7,8,12,13,14,15,18,21,24,25,28,35,60,78,99,100,101,119,127,129,138,161,167,169,170,182,183,192,199,201,203],introduct:[6,12,15,38,59,110,123,124,125,127,128,167,188,193,198,199],introductori:[42,43,44,45,46,47,48,49,50,69,114,182,195,199,203],introspect:[152,155],intrp:45,intuit:12,invalid:[9,64,91,92,93,94,98,99,100,101,102,124,140,162,191],invalid_to_bottom:156,invalidshapeerror:162,invari:[8,39,161],inventori:[6,33,53,162,167,195,196],invers:[92,94,137,152,154,155,161,162],inverse_index_map:161,inverse_indic:[152,162],inverse_map:161,invert:[152,160],invert_permut:[152,162],invest:21,investig:6,invit:177,invoc:[12,18,56,167,170],invok:[8,9,10,11,12,14,15,34,35,37,62,63,71,78,83,120,122,128,137,138,143,147,155,157,158,161,167,169,182,183,185,188,192,199],involc:64,involv:[7,21,22,23,34,53,105,123,129,136,153,161,166,167,199],io:[0,35,44,56,57,137],io_size_byt:11,iodhw:153,ioff:[153,162],iohw:[153,154],ios_rpc:36,iostream:35,iot:[111,172],iotimeouterror:145,iou:156,iou_loss:156,iou_threshold:156,iow:153,ip:[36,53,63,66,67,68,91,99,101,131,157,177,178,182,183,185,188,192,202],iphon:15,ipo:12,ipynb:[42,43,44,45,46,47,48,49,50,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],ir:[5,7,9,12,15,18,37,64,70,71,72,78,79,83,84,90,95,117,122,123,124,125,128,129,132,136,137,138,139,142,144,147,148,149,152,153,154,155,158,160,161,162,164,165,167,169,182,183,185,188,189,190,195,196,197,199,200],ir_build:[83,128],ir_mod:152,ir_modul:[12,76,83,84,90,123,124,125,128,129,144,148,182,183,185,188,189,195,199,200],ir_module_from_t:200,ir_pass:37,ir_prefix:158,ir_transform:[76,161],irbuild:6,irmodul:[3,6,12,55,67,68,69,76,78,104,105,109,114,119,136,138,139,143,144,147,148,149,150,152,154,155,159,161,167,169,178],irnod:[6,143],is_add_or_sub:169,is_ascend:[152,162],is_auto_scheduler_en:136,is_avail:138,is_binary_serializ:158,is_const:[149,169],is_conv2d:169,is_dso_export:158,is_elemwis:169,is_equival:161,is_equivalent_to:161,is_expr:[149,169],is_if:[149,169],is_index_valid:137,is_let:[149,169],is_lshift_requir:[161,162],is_meta_schedule_en:144,is_multipli:[153,162],is_op:[149,169,203],is_proxi:157,is_pure_funct:161,is_recurs:147,is_rshift_requir:[161,162],is_runn:158,is_shallow:154,is_sort:[152,162],is_source_path:138,is_strict:161,is_system_lib:158,is_tun:[64,65],is_tupl:[149,169],is_tuple_get_item:[149,169],is_var:[149,169],is_void:33,isa:[84,174,199],isfil:[64,99,100,101],isfinit:[4,152,160,161,162],ishap:[154,162],isinf:[4,152,160,161,162],isinst:[12,35,71,76,79,119,122,136,140,143,149,155,161],isn:[3,4,9,20,36,90,131,136,138,166,189],isnan:[4,152,160,161,162],isnullptr:161,isol:[15,90,91,92,93,94,137],isop:35,issu:[9,16,21,23,27,28,29,39,46,78,87,111,112,150,161,169,174,196],isystempath:9,item:[72,95,137,143,148,149,152,153,155,161,162,169,178,182,183,185],item_list:148,items:158,iter:[0,5,6,7,18,21,28,64,78,82,84,95,119,124,136,137,138,144,154,160,161,166,174,182,191,199,200],iter_typ:161,iter_valu:161,iter_var:[117,123,128,161,182,183,185,188,195],itertool:72,itervar:[64,99,100,101,102,127,137,158,160,161,191],itervarnod:7,itervarrel:7,its:[1,2,3,5,7,8,9,10,12,13,15,17,18,19,20,21,32,34,35,36,37,49,60,64,65,66,67,68,72,82,90,95,102,106,111,127,130,132,136,137,138,140,143,144,147,149,152,153,155,158,159,161,162,164,166,167,169,170,174,182,183,185,189,190,191,200,201],itself:[3,6,7,10,12,13,15,19,23,33,34,45,53,70,71,111,155,157,161,167,169],iv:7,ivar:160,iw:203,j0:95,j10:66,j1:95,j2:[108,177,192],j4:[67,68,132,177,192],j:[7,33,35,36,59,63,83,92,93,94,95,120,123,125,128,129,136,137,152,153,160,161,162,164,183,185,189,190,203],j_0:161,j_1:161,j_init:183,j_inner:[7,125,128],j_outer:[7,125,128],jacobian:160,jag:18,jain:1,jan:107,java:[6,15,50,53,54,107,135],javadoc:135,javascript:[6,15],jbbehxn:111,jcf94:136,jenkin:29,jenkinsfil:[19,32],jetpack:62,jetson:[62,73,74],ji:164,jia:[90,91,94,95,189],jian:[76,84,154],jiang:[68,118,125,129,178,192],jit:[35,37,47,48,60,64,67,68,69,70,109,148,150,176,177,178,182,183,185,188],jite:148,jited_func:148,jitimpl:35,jj:83,jk:162,jni:53,jo:164,job:[7,15,19,36,99,100,101,102,111,155,158,190,191],jocelyn:[194,196,202],join:[22,42,44,45,46,47,48,49,50,63,64,66,67,68,70,71,72,107,109,110,118,136,144,152,158,162],join_running_task:144,joint:[13,117,137],jointli:136,jonathancmitchel:66,josh:72,joshua:[42,46],jpegdecod:49,jpg:[43,49,69,71,106,107,111,178,191,201],js:[42,44,45,46,47,48,50,64,66,67,68,70,109],json:[0,2,3,6,9,10,11,18,35,53,54,55,58,61,65,72,90,91,92,93,94,95,104,105,106,110,136,137,141,143,144,148,158,163,173,174,177,178,182,183,185,188,189,191,196,197,199,201,202,203],json_dict:137,json_str:143,jsonabl:136,jsondatabas:[143,144],jsonnod:55,judg:111,judgment:21,judici:9,jump:[1,18,36,174],june:203,jupyt:[42,43,44,45,46,47,48,49,50,59,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],just:[1,5,6,7,8,11,12,13,15,18,26,32,33,35,36,49,53,62,76,83,91,92,93,94,99,100,101,106,107,110,111,117,118,119,127,128,132,137,143,152,155,161,162,164,166,167,169,170,177,190,191,199,200,201],justif:0,jw1:160,jw2:160,k0_k1_fused_k2_fused_inn:195,k0_k1_fused_k2_fused_inner_v:195,k0_k1_fused_k2_fused_out:195,k1:195,k:[2,27,28,35,64,72,79,83,84,91,92,93,94,95,106,123,124,128,129,136,137,138,144,152,153,156,160,161,162,164,178,182,183,185,189,190,195,196,199],k_0:161,k_1:161,k_elemwis:169,k_inner:[84,123,189,195,199],k_inner_v:123,k_outer:[84,123,189,199],k_outer_1:123,kaim:154,karen:154,karrayhandl:35,katanbaf:106,kato:66,kaxi:84,kazutaka:42,kb:[9,106,111,199],kdatapar:127,kdlcpu:3,kdlcuda:3,kdlextdev:3,kdlfloat:35,keep:[1,7,13,15,18,22,25,28,35,37,66,67,68,76,91,99,101,111,114,117,129,136,137,138,152,153,155,156,158,160,161,166,167,170,174],keep_background:156,keep_for_debug:[138,203],keep_orig_output_dtyp:155,keep_quantized_weight:150,keepdim:[152,162],kei:[8,9,11,12,13,15,21,23,24,27,34,36,37,39,53,55,64,66,69,72,79,91,92,93,94,98,99,100,101,102,106,110,112,114,136,137,138,141,143,147,148,149,150,154,155,157,158,159,161,167,176,196,202],kept:[28,78,152,157,162,166],kera:[51,52,53,61,72,111,150,201,202],keras_mobilenet_v2:66,keras_out:44,keras_resnet50:44,kermani:195,kernel:[1,6,9,14,15,16,18,37,40,46,53,55,56,59,64,65,72,90,98,99,100,101,102,106,107,117,120,121,123,125,126,127,128,134,137,138,143,148,150,151,153,155,157,160,161,162,169,174,177,182,183,195,199],kernel_1:[90,183],kernel_buf:183,kernel_buf_1:183,kernel_depth:162,kernel_h:[83,162,183],kernel_height:[138,151,162],kernel_layout:[1,65,105,151,153,154,162],kernel_nd:183,kernel_np:183,kernel_pack:183,kernel_s:[1,65,79,105,117,118,147,153,154,155,162,169,197],kernel_scop:98,kernel_shap:[46,83,183],kernel_shar:90,kernel_shared_1:90,kernel_shared_ax0:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fus:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i:90,kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o:90,kernel_shared_ax1:90,kernel_shared_ax2:90,kernel_shared_ax3:90,kernel_w:[83,162,183],kernel_width:[138,151,162],key_aft:79,key_befor:79,key_list:159,key_to_classnam:[45,48,109],keyword:[1,5,35,104,108,112,138,143,159,162,167],keyword_spot:104,keyword_spotting_int8_6:104,kfactor:84,kglobalsymbol:161,kh:[83,90,98,153,162,203],khz:158,ki:[83,84,123,182,199],kick:[90,95,189],kill:[90,91,92,93,94,155,157,177],kind:[3,7,13,53,67,76,91,92,93,94,111,118,143,144,147,148,152,159,161,167,170,190,199],kind_nam:159,kindli:22,kit:[58,108,172,177],kitten:[107,191,201],kitwar:132,klaiber:203,kmaxclockr:3,kmaxdeviceapi:3,kmd:36,kndarraycontain:35,knob2point:137,knob:[21,64,99,100,101,102,111,137,190,191,196],know:[5,7,12,13,16,20,22,24,28,34,35,37,55,67,68,111,128,155,160,161,203],knowledg:[24,35,111,128,167,199],known:[4,6,7,18,20,21,29,33,53,76,143,152,155,160,161,162,167,170,199],known_failing_target:32,ko:[83,84,123,182,199],kopaqu:33,kria:63,krishna:[53,64,65],kscope:7,kshape:154,ktarget:161,kv260:63,kw:[83,90,98,104,108,153,162,203],kwarg:[36,137,138,141,143,144,149,154,158,159,160,161,163],kwarpsiz:3,kws_ref_model:104,l1:[53,84,166,199],l243:50,l2:[53,55,153,158,166],l2_cache_size_byt:158,l2_normal:153,l4r5zi:106,l:[46,63,110,120,124,128,137,153,160,162,166,177,189,190,191,201],l_1:161,l_2:161,l_:161,l_i:161,l_n:161,label:[9,19,22,49,50,66,67,68,69,71,104,111,114,137,162,178,191,201],label_batch:111,label_fil:50,label_file_url:50,label_lookup_path:49,label_map:49,label_map_url:49,label_mod:111,label_path:[49,50],labels_fil:107,labels_mobilenet_quant_v1_224:[50,107],labels_path:[107,191,201],labels_url:[191,201],lack:[11,13,24,167,174],lai:174,laid:[1,162],lake:0,lambda:[7,12,18,37,53,58,72,76,82,83,84,95,111,118,120,122,123,124,125,128,129,136,137,139,149,155,160,161,162,169,182,183,185,188,189,190,191,192,195,200],lambda_lift:18,lambdalift:155,lan:177,lanczo:45,land:[19,21,28,152,162],lane:[123,137,158,160,161,170],langref:161,languag:[5,6,9,10,13,15,18,20,25,33,37,40,106,125,130,132,138,148,149,152,160,161,166,167,170,182,188,189,190,191,193,196,199,200,202],lanteci:136,lapack:[152,162],laptop:[59,134],larg:[5,7,9,12,18,19,21,28,69,71,78,82,83,90,91,92,93,94,98,100,111,137,152,154,155,165,183,185,189],larger:[21,99,100,101,128,136,152,155,160,162,191],largest:138,last:[1,7,14,25,26,29,33,35,72,76,83,90,91,92,93,94,98,111,127,132,136,143,149,150,152,153,155,156,160,161,162,177,182,183,185,188,200],last_lay:[43,178],lastli:[63,111,182],latenc:[63,71,82,83,91,92,93,94,102,136,137,143,145,155,160,174,183],latent:44,later:[1,12,13,18,21,23,26,32,35,36,53,66,78,82,90,91,92,93,94,95,105,107,124,125,128,136,137,143,149,152,158,161,164,166,167,170,188,189,190,191,199,201,202,203],latest:[27,29,72,79,87,132,177],latin1:114,latter:[6,12,161],launch:[6,9,10,15,30,35,37,53,58,64,90,91,92,93,94,98,99,100,101,102,110,131,136,157,160],launch_param_config_:37,launch_param_tag:37,launch_thread:[83,90,123,124,125,195],layer:[4,6,9,12,16,21,43,55,62,72,78,88,89,98,106,108,111,112,134,145,147,153,154,155,156,162,168,169,177,178,182,183,185,191,196,199,201,203],layer_attr:[43,178],layer_count:147,layer_nam:114,layer_norm:[62,153,162],layer_out:[43,178],layer_schedul:0,layout:[2,6,12,14,18,40,44,49,50,53,55,59,65,82,83,91,92,93,94,95,102,110,117,136,139,145,150,151,152,153,154,155,156,160,161,162,169,170,178,183,185,188,189,191,197],layout_free_placehold:[136,189],layout_info:162,layout_rewrit:136,layout_rewrite_opt:136,layout_str:161,layout_transform:[1,62,79,152,162],layout_transform_map:161,layoutconfig:155,layoutrewriteopt:136,lazi:[23,158],lazili:155,lazygradientinit:155,lbl:111,lc:132,lca:161,ld2_gpio_port:106,ld2_pin:106,ld:[63,107,132,134,138],ld_library_path:[36,64],ldconfig:134,ldexp:161,ldflag:132,ldmatrix:161,ldot:153,le:161,lead:[1,14,20,67,68,137,152,161,177],leader:21,leaf:[7,127,161],leaki:[153,162],leaky_relu:[62,114,153,162,169],leakyrelu:4,leandro:201,learn:[12,13,14,15,18,22,35,37,40,44,53,59,62,63,67,68,70,76,80,90,91,92,93,94,122,128,130,137,150,154,165,168,171,172,174,176,177,188,189,190,191,193,194,196,198,200,202],learnabl:153,learning_r:111,leas:203,least:[23,29,72,91,92,93,94,134,136,145,155,161,164,167,174],leav:[4,6,12,21,24,28,35,53,91,132,160,161,177,185],led:106,left:[7,28,43,55,104,106,114,138,143,144,149,151,152,153,155,160,161,162,166,167],left_left:[152,162],left_right:[152,162],left_shift:[152,162],leftshift:4,legaci:[148,153,159,161,162],legal:[1,136,155,161,162],legalize_map_attr_nam:155,legalizepackedcal:161,legend:127,lei:153,len:[1,20,64,69,71,72,79,91,92,93,94,95,98,99,100,101,102,105,106,107,108,111,114,152,162,164,190,191],length:[1,6,18,72,106,137,143,145,152,153,154,155,158,161,162,167,170,174,190,199],lengthi:177,less:[3,4,12,18,21,22,25,33,78,136,137,138,141,145,152,156,162,169,174,190,201],less_equ:[152,162],lessequ:4,lesson:[20,22,28],let:[1,6,7,8,12,20,24,28,34,35,37,64,65,71,72,78,79,82,90,95,105,106,110,111,117,118,119,123,127,128,132,136,143,149,152,153,155,161,165,166,170,182,183,185,188,189,195,196,197,199,201,202,203],let_binding_typ:161,let_var:169,letexpr:161,letnod:34,letpattern:149,letstmt:161,letter:28,level:[1,6,9,13,14,18,23,24,25,30,33,34,37,39,40,53,66,75,76,78,83,84,87,90,91,92,93,94,95,98,102,106,111,117,122,132,134,136,137,143,144,145,147,150,152,154,155,160,161,162,164,166,168,169,170,173,174,177,183,188,189,190,193,195,196,197,198,199,201,203],leverag:[10,18,40,53,64,65,72,76,121,126,130,169],lh:[129,138,143,152,153,160,161,162],lhs_begin:152,lhs_end:152,li:[15,76],lianmin:[90,91,92,94,98,99,100,101,189,190,192,196],lib0:[11,118],lib1:[11,118],lib:[1,2,8,9,11,14,36,42,43,45,48,49,50,53,54,55,56,62,63,64,66,67,68,69,70,71,72,91,92,93,94,99,100,101,102,104,105,109,110,111,112,114,117,118,132,134,138,141,157,158,159,178,191,192,197,203],lib_acl:55,lib_cl:192,lib_edg:63,lib_fnam:[66,67,68],lib_format:[136,137],lib_kwarg:63,lib_osx:[43,178],lib_path:[35,43,55,63,65],libari:8,libc:[36,64],libdarknet2:[43,178],libdarknet_mac2:[43,178],libedit:132,libmod:141,libopencl:66,libpapi:87,librari:[2,5,6,8,9,10,14,15,17,18,28,32,35,36,40,43,49,53,56,61,62,63,64,65,66,67,68,87,91,98,99,101,107,110,111,114,115,116,133,134,138,141,145,146,148,157,158,159,162,166,172,177,178,183,191,201,203],libstdc:132,libtinfo:132,libtvm:[25,32,132,157],libtvm_runtim:[2,11,36,53,57,59,64,132],libxml2:132,licens:[177,194],lie:152,life:[12,21,158,200],lifetim:155,lift:[12,15,18,37,72,155,161],liftattrscop:161,liftthreadbind:161,light:[59,111],lightli:1,lightweight:[6,60,119,146,157,196],like:[1,2,4,6,7,8,9,10,12,13,14,15,18,19,20,21,24,25,26,28,29,35,36,37,39,40,44,49,53,54,55,62,64,65,67,68,71,72,76,78,79,80,87,90,100,104,107,108,110,111,117,118,119,123,124,125,129,131,132,133,134,136,137,138,141,143,146,147,148,150,152,155,156,158,159,160,161,162,164,166,167,169,170,174,177,190,191,192,195,196,199,201,202],likelihood:[153,162],limit:[3,6,9,11,13,17,18,24,27,36,49,72,82,83,93,107,130,136,137,145,147,152,153,156,158,159,161,162,164,174,185,191,192],limit_zero_time_iter:[141,158],limiting_gpu_memory_growth:[49,72],limt:201,lin:114,linaro:36,line:[1,9,10,13,14,21,24,25,28,32,35,45,48,53,59,63,64,67,68,72,79,84,87,90,91,92,93,94,95,98,99,100,101,102,107,109,110,111,112,120,123,124,127,128,132,134,136,143,152,158,161,177,182,188,191,192,195,196,199,201],linear:[123,151,153,155,162,166,174,183,185],linearl:162,lineno:143,link:[2,8,9,15,19,24,29,33,35,56,57,59,62,63,66,71,104,106,109,132,134,135,138,150,152,157,158,159,161,162,176,177,199,203],linkabl:196,linker:[138,157],lint:[19,20,28],linter:20,linux2:[43,178],linux64_gcc:107,linux:[11,19,36,43,47,53,55,59,61,63,64,65,66,67,68,91,93,99,101,103,131,132,133,134,138,154,178,192],list:[0,1,2,7,11,12,14,15,17,18,23,24,25,26,29,30,32,33,34,35,36,37,49,50,53,56,61,63,71,72,76,79,87,90,91,92,93,94,95,99,100,101,102,105,106,111,119,120,124,125,132,136,137,138,139,141,143,144,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,164,166,167,168,172,173,174,177,189,190,191,192,199,201],list_config:143,list_fake_quantized_op_freq:147,list_field_info:143,list_int:2,list_kind:159,list_of_shap:0,list_op_freq:147,list_op_nam:143,list_physical_devic:[49,72],list_shap:2,list_str:2,list_sum:166,list_tag:159,listdir:[111,138,157,197,199],listen:[21,53,107,177],lite:[50,71,107,108,111,112,177],liter:[144,155,161,167,169],literatur:[166,170],littl:[8,22,34,49,72,100,107,111,148,177],littlen:84,liu:128,live:[18,21,110,111,145,155,182,188],ll:[34,47,72,105,106,111,128,132,148,166,177,178,182,183,185,188,197],ll_code:128,ll_path:128,llc:[192,199],lld:[132,138],llvm:[0,3,6,8,9,11,12,20,32,37,40,42,43,45,46,47,48,49,50,53,55,56,58,59,63,64,65,66,67,68,69,70,71,72,76,78,84,87,91,93,94,95,99,101,102,114,118,120,127,128,132,138,139,143,144,148,152,154,158,159,160,161,162,164,167,189,190,191,192,196,197,199,200,201,202],llvm_mod:8,llvm_modul:37,llvm_option:159,llvmmodulenod:37,lm:138,lo:[29,76],load:[2,6,8,9,11,15,18,32,53,54,56,57,61,62,63,67,68,82,83,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,110,112,128,136,137,141,143,144,148,150,152,157,158,159,160,161,163,178,182,183,185,189,190,196,201],load_best_record:136,load_data:[61,114],load_exec:18,load_from_buff:137,load_from_fil:[99,100,101,137],load_histori:[99,100,101,137],load_imag:[43,178],load_image_color:[43,178],load_inference_model:150,load_json:[72,143],load_keras_model:72,load_librari:[118,157],load_log_fil:[91,92,93,94,136],load_matrix:83,load_matrix_sync:83,load_model_fil:136,load_modul:[2,6,8,35,55,56,58,62,63,64,66,67,68,91,93,99,101,141,157,158,178,182,183,185,188,192,197,199],load_network:[43,178],load_param:[2,141,152,158],load_param_dict:[72,152,158],load_param_dict_from_fil:158,load_prelud:[152,154],load_queu:174,load_record:136,load_runtime_modul:63,load_state_dict:114,load_static_librari:158,load_weight:[44,66],loadbinary_blob_type_kei:8,loadbinary_cuda:8,loadbinary_examplejson:35,loaded_lib:[8,55,56,62,93,197],loaded_param:2,loader:[105,145],loadfile_examplejson:35,loadfile_so:8,loadfromfil:8,loc:138,loc_pr:156,locahost:137,local:[1,12,19,26,36,40,42,43,44,45,46,47,48,49,50,55,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,141,144,145,147,149,152,153,157,161,162,163,164,166,174,177,178,182,183,185,188,189,190,191,194,195,196,197,199,200,201,202,203],local_demo:[64,65,66,67,68,192],local_memori:93,local_offset:161,local_ptr:161,local_s:161,localbuild:[64,91,93,98,99,100,101,102,105,136,137,191],localhost:131,localrpcmeasurecontext:[90,92,136],localrunn:[91,93,94,98,100,102,105,136,137,144,190,191],localsess:[64,66,67,68,157,178,182,183,185,188,192],localvar:167,locat:[3,8,13,29,32,35,49,55,62,72,106,108,124,132,138,143,144,151,152,153,156,157,158,160,161,162,174,177,178,183,201],locate_cach:137,lock:138,log10:[152,160,161,162],log1p:[4,161],log2:[152,160,161,162,173,188],log:[4,5,6,9,12,13,14,25,28,29,30,35,36,39,49,53,58,62,63,64,65,90,91,92,93,94,95,98,99,100,101,102,105,111,117,122,136,137,138,140,144,145,152,153,155,157,160,161,162,164,173,177,189,190,199,202],log_acc_buff_s:[173,182],log_acc_width:173,log_batch:173,log_block:173,log_fil:[90,91,92,93,94,95,99,100,101,102,136,189,202],log_filenam:[99,100,101,102],log_inp_buff_s:[173,182],log_inp_width:173,log_interv:137,log_softmax:[114,138,153,162],log_to_databas:137,log_to_fil:[64,98,99,100,101,102,105,137,190,191],log_uop_buff_s:173,log_wgt_buff_s:[173,182],log_wgt_width:173,logarithm:162,logestimatedlat:136,logf:122,logger:[137,144,145],logic:[1,8,12,13,20,21,24,118,138,144,152,162,174],logical_and:[152,162],logical_not:[152,162],logical_or:[152,162],logical_xor:[152,162],logicaland:4,logicalnot:4,logicalor:4,login:177,logit:[114,153],logits_torch:114,logits_tvm:114,logsoftmax:4,logsumexp:152,longer:[7,15,20,21,32,62,99,100,101,111,141,145,157,190],look:[1,7,13,18,19,22,23,24,25,29,33,34,35,37,53,55,76,79,84,105,111,117,118,119,122,127,132,141,143,160,161,164,167,170,177,182,183,185,188,191,192,199,201,202],lookup:[3,6,8,13,35,49,137,158,191,201],lookup_param:161,loop:[6,7,12,21,32,34,37,40,53,76,83,95,106,111,124,125,127,128,129,137,141,160,161,166,169,174,182,183,185,188,196,200],loop_partit:161,loop_stat:95,loop_typ:5,loop_unrol:21,loop_var:[76,161],loopcond:4,loopi:40,looppartit:[139,161],looprv:161,loopstat:136,loos:[24,192],lorien:171,lose:136,loss:[7,12,62,64,111,136,137,153,154,156,162],loss_typ:[64,99,100,101,102,137,191],lossi:72,lost:26,lot:[15,21,91,92,93,94,111,119,169],low:[6,18,30,37,40,53,56,63,72,87,91,92,93,94,107,111,138,143,144,152,156,161,162,174,188,190,196,203],low_level_custom_pass:[76,77],lower:[5,6,7,13,14,33,37,53,58,64,70,75,84,90,95,105,106,110,123,124,125,127,128,129,132,136,138,139,143,148,150,152,155,156,160,161,162,163,164,174,177,182,188,189,190,195,196,197,199,200,202],lower_to_primfunc:148,lowerautocopi:161,lowercrossthreadreduct:161,lowercustomdatatyp:161,lowerdevicekernellaunch:161,lowerdevicestorageaccessinfo:161,lowered_tun:105,loweredoutput:148,lowerinitblock:161,lowerintrin:161,lowermatchbuff:161,loweropaqueblock:161,lowerthreadallreduc:161,lowertvmbuiltin:161,lowerwarpmemori:161,lowest:[138,161,190],loxodonta:49,lp64d:159,lpuart1:106,lrn:[4,153,162],ls:[157,161,201,203],lsb:59,lscpu:55,lshift:162,lstm:[154,162],lstm_cell:154,lstmblockcel:4,lt:161,ltsi:177,lu:106,lua:15,lucki:7,luckili:117,luke:[55,154],lumin:46,lv:169,lxml:107,lynx:[64,70],m0:[95,161,162],m1:[95,132,139,161,162],m2:[139,161,162],m4:106,m55:[103,113],m7:[9,106],m:[2,7,9,11,12,14,19,26,28,29,32,34,36,42,43,45,48,49,53,61,63,64,66,67,68,69,72,84,91,92,93,94,95,99,100,101,104,105,107,108,110,112,114,120,123,124,125,128,129,132,136,137,138,139,143,153,155,157,160,161,162,166,167,172,178,182,188,189,190,192,195,199,201],m_:37,m_axi:174,m_c:84,m_c_init:84,m_inner:84,m_inner_init:84,m_outer:84,ma:47,mabi:159,mac:[106,132,147,203],macbook:84,macdonald:104,machin:[6,10,11,12,28,29,32,37,53,55,56,59,62,63,64,66,67,68,69,72,76,91,94,95,99,100,101,102,104,106,109,111,112,130,136,137,148,152,157,165,171,177,188,191,196,197,201,202],machine_nam:53,machineri:169,maco:[19,56,90,91,92,93,94,95,98,99,100,101,102,131,132,133,189,190],macosx:138,macosx_deployment_target:132,macro:[20,25,33,35,37,39,174],macro_func:20,macro_impl:20,macro_stream:35,macs_per_cc:107,made:[10,22,23,72,143,155,161,199],magic:[15,90,95,189],mai:[0,3,4,6,7,9,10,11,12,14,15,16,18,19,20,21,22,24,26,28,29,30,32,33,34,35,36,39,40,45,46,48,53,55,56,61,62,64,67,68,69,70,72,76,78,79,83,95,98,102,111,114,117,122,127,128,132,136,143,145,150,154,155,158,159,160,161,162,166,167,169,170,177,191,192,194,196,199,201,202],mail:[17,23],main:[0,3,6,7,9,10,11,12,13,14,19,20,24,27,28,35,42,43,44,45,46,47,48,49,50,59,61,64,65,66,67,68,69,70,71,72,76,78,79,83,84,87,90,91,92,93,94,95,99,100,101,102,104,105,106,107,109,110,111,112,114,118,119,123,124,125,128,129,138,139,144,147,152,154,155,161,162,166,169,178,182,183,185,188,189,191,195,197,199,200,201,203],main_func:119,main_gvar:119,mainfunctionworkspaceusag:11,mainli:[12,15,35,76,78,90,134,136,143,161],mainstream:176,maintain:[12,18,21,23,27,28,32,62,78,137,152,153,155,161,162,172],mainten:28,major:[1,6,10,12,21,23,35,59,62,125,138,152,158,160,161,162,189,196,199,200],make:[2,3,6,7,9,10,12,13,15,18,19,20,21,22,23,24,27,28,29,32,33,34,35,36,37,50,53,55,59,62,63,64,66,67,68,70,71,72,78,79,83,87,90,91,95,98,99,100,101,102,105,106,108,111,119,120,127,128,130,132,134,136,137,140,143,147,149,150,151,152,155,160,161,162,165,166,167,169,170,177,178,182,183,185,188,189,190,191,192,193,196,198,200,201,202],make_arch:111,make_compilation_config:159,make_const:20,make_filled_simdgroup_matrix:161,make_idx:162,make_nat_expr:154,make_nat_valu:154,make_nod:[12,143,149],make_object:[33,35],make_trac:143,make_workload_kei:136,makecumprod:33,makecumsum:33,makedir:[111,118],makefil:[107,132,174,177],makeloopnest:7,makepackedapi:161,maker:76,makeunpackedapi:161,makino:68,mali:[88,89,101,136,159],malloc:[9,17,35],malyshev:53,manag:[3,12,17,18,23,27,29,36,37,53,78,79,82,87,91,99,100,101,104,106,132,137,138,155,177,183,185,188],mandatori:21,manger:160,mani:[1,4,6,7,10,12,13,14,15,18,21,22,23,24,33,34,35,36,39,53,56,59,62,66,70,71,72,73,75,79,91,92,93,94,98,99,100,101,102,111,112,122,136,137,138,155,161,166,167,169,178,182,188,191,196,199,201],manifest:155,manifestlifetim:155,manifestsharedmemorylocalstag:161,manipul:[6,12,15,18,76,161,164,166,170],manner:[12,40,78,125,143,155,166,170],manual:[4,5,12,24,26,28,35,36,40,56,59,90,91,92,93,94,98,111,120,137,138,152,160,189,190],map:[1,4,6,7,11,12,13,20,32,34,35,37,49,55,56,62,70,76,83,111,136,137,138,139,141,143,144,148,149,150,151,152,153,154,155,156,158,159,160,161,162,166,167,169,174,182,183,185,188,203],map_accmul:166,map_accuml:166,map_accumr:166,map_accumr_fold:166,map_free_var:143,map_indic:161,map_input:55,map_ndarrai:161,map_proto:49,map_proto_path:49,map_proto_url:49,map_shap:161,mapndarrai:161,mapping_funct:[160,161],maratyszcza:134,march:9,mark:[8,12,16,18,19,22,26,32,35,61,62,106,123,125,155,160,161,169,190,199],markcompilerfunctionsasextern:155,markdown:24,marker:32,markup:[24,56],marvel:59,masahiro:[70,117],mask2str:[3,158],mask:[43,69,123,152,158,161,162,178],mask_valu:[152,162],maskrcnn_resnet50_fpn:69,maskrcnn_resnet50_fpn_coco:69,maskrcnn_resnet50_fpn_weight:69,masquerad:132,massag:178,master:[45,48,50,69,107,109,111,114,154,178],masuda:[70,117],match:[3,4,7,9,19,20,29,33,46,79,83,84,95,104,110,114,117,120,128,137,138,143,147,149,152,154,155,157,159,161,162,165,170,177,182,183,185,188,199,203],match_buff:[123,124,125,129,160,161,195,199,200],match_order_bewar:166,matchbufferregion:161,mate10:[91,99,101],mate10pro:[91,99,101],materi:[13,24,123,124,128],math:[45,110,121,126,152,153,155,160,161,168,199],mathemat:[33,161],matmul:[4,95,120,136,137,138,150,153,155,160,161,162,189,190],matmul_1:189,matmul_add:189,matmul_after_reorder_block_iter_var:161,matmul_bas:190,matmul_i:189,matmul_i_i:189,matmul_i_o_i:189,matmul_i_o_o_i:189,matmul_i_o_o_o:189,matmul_j:189,matmul_j_i:189,matmul_j_o_i:189,matmul_j_o_o_i:189,matmul_j_o_o_o:189,matmul_k:189,matmul_k_i:189,matmul_k_o:189,matmul_leg:162,matmul_nt:162,matmul_v1:190,matplotlib:[43,44,45,46,50,64,111,178],matric:[72,83,152,153,161,162,182,189,199],matrix:[72,82,83,84,88,89,114,125,137,138,151,152,153,161,162,173,174,181,183,184,186,187,188,194],matrix_a:83,matrix_b:83,matrix_multipli:[182,187],matrix_multiply_opt:[185,186],matrix_set_diag:[152,162],matrixcor:138,matt:167,matter:[8,21,67,68,109,111,114,161],matthew:201,mattr:[55,61,68,91,159,192],matur:12,max:[4,62,64,66,70,71,90,91,92,93,94,95,107,108,117,123,134,136,141,152,153,156,158,159,160,161,162,183,185,195,201,202],max_:[151,153],max_batch_s:62,max_block_size_i:159,max_block_size_x:159,max_clock_r:158,max_detect:156,max_detections_per_class:156,max_diag_len:[152,162],max_displac:[153,162],max_factor:137,max_function_arg:155,max_index:107,max_innermost_factor:161,max_length:[152,162],max_lin:136,max_local_memory_per_block:[93,136],max_num_thread:[3,72,98,159,164],max_number_of_tri:190,max_output_boxes_per_class:156,max_output_s:156,max_per_stage_descriptor_storage_buff:16,max_pool1d:153,max_pool2d:[14,55,62,65,79,153,178,197],max_pool2d_grad:153,max_pool3d:[62,153],max_push_constants_s:16,max_r:[160,161],max_retri:157,max_shared_memory_per_block:[93,136,158],max_storage_buffer_rang:16,max_thread_dimens:158,max_threads_per_block:[67,93,136,158],max_trial:144,max_trials_glob:144,max_trials_per_task:144,max_uniform_buffer_rang:16,max_unrol:137,max_valu:[107,160,161],max_vthread_ext:[93,136],max_workspace_s:62,maxim:[82,152,162,174,183],maximu:49,maximum:[3,4,7,55,61,62,90,95,133,136,137,141,144,145,152,153,155,156,157,158,160,161,162],maxinum:156,maxperstagedescriptorstoragebuff:16,maxpool2d:55,maxpool:4,maxpushconstantss:16,maxstoragebufferrang:16,maxuniformbufferrang:16,mayb:[5,36,136],mb:[44,52,74,77,85,89,97,111,113,116,126,154,180,186,187,198],mbarrier:161,mbed_nano:111,mbox:[114,151,153],mc:84,mcpu:[0,9,61,69,70,71,72,84,94,95,102,106,107,108,159,189,191,192,199,201,202],mcu:106,md5:0,md:[0,19,23,24,49,110,155],me:5,mean:[2,4,9,12,13,15,19,21,24,29,33,34,35,45,47,48,55,62,64,66,67,68,69,70,71,79,82,83,84,92,94,98,99,100,101,102,109,111,114,120,136,137,141,143,144,147,152,153,154,157,161,162,166,167,169,170,173,174,178,182,188,191,192,199,201,202],mean_std:152,mean_tim:199,mean_vari:152,meaning:[7,24,26,95,136,162],meant:[24,193],meantim:21,meanwhil:[12,18],measur:[90,91,92,93,94,95,98,99,101,102,105,136,138,141,142,144,158,177,178,189,190,191,192,196,199],measure_batch:137,measure_callback:[90,91,92,93,94,95,136,144,189],measure_candid:144,measure_ctx:[90,92],measure_method:137,measure_opt:[64,98,99,100,101,102,105,137,190,191],measure_record:[91,92,93,94],measure_spars:72,measure_str_kei:137,measurecallback:[136,144],measurecandid:144,measureerrorno:[137,190],measureinput:[136,137],measureresult:[136,137,190],meausr:136,mechan:[6,8,9,12,18,21,25,34,36,37,55,78,79,112,117,122,137,155,158,166,174,183],media:[43,114,178],median:[64,66,70,71,90,92,94,95,141,189,191],meet:[6,134,136,137,158,161,190],meet_condition_func:[95,136],mehrdad:[104,105,108,109,112],mem_copi:161,mem_copy_16_16:161,mem_scop:146,member:[7,12,15,20,21,22,23,27,29,35,136,143,154,160,161,162,166,167,170],memcpi:3,memo_:34,memoiz:[34,138,152],memop_id_t:174,memor:111,memori:[1,2,3,6,12,16,18,35,37,40,44,49,53,61,62,63,71,72,84,93,104,106,107,108,111,112,127,136,141,143,144,146,154,155,158,160,161,162,174,177,182,183,185,188,191,199,203],memort:161,memory_gb:0,memory_pool:143,memory_scop:[143,159],memory_typ:174,memorydatabas:144,mention:[7,14,15,35,82,84,111,129,164,191,199,201],menu:106,merg:[4,21,22,23,24,26,28,29,46,136,137,143,155,161],mergecompilerregion:155,mergecomposit:155,merger:21,mergesharedmemoryalloc:161,merit:[22,23],merrymerci:[91,154],mesg:164,meshgrid:[152,162],messag:[7,16,19,21,22,25,26,27,30,39,69,99,100,101,107,127,136,137,140,161,164,177],message_pass:37,met:[14,134,161],meta:[8,78,118,143,144,149,152,158,159,161,162,167,177,197,199],meta_index:161,meta_schedul:142,meta_schedule_origin_shap:162,meta_schedule_original_shap:162,metadata:[0,12,18,32,34,106,108,110,128,143,155,161,167,203],metal:[9,15,59,103,113,130,132,138,145,157,158,159,199,202],metallib:138,metaschedul:161,method:[3,4,6,12,14,19,20,28,32,33,34,37,46,53,55,62,63,70,72,79,111,114,125,128,132,134,136,143,144,145,147,148,149,151,152,153,154,156,157,158,159,160,161,162,164,178,190,194,199,200,201,202],methodolog:84,metric:[0,12,87,111,137,158,177],metz:154,mi:84,michael:203,micro:[9,10,18,40,104,105,106,108,109,110,111,128,142,173,174,177],micro_aot:[104,113],micro_autotun:[105,113],micro_custom_id:[106,113],micro_ethosu:[107,113],micro_mlperftini:[108,113],micro_mod:145,micro_pytorch:[109,113],micro_speech:112,micro_tflit:[110,113],micro_train:[111,113],micro_tvmc:[112,113],microarchitectur:175,microcontrol:[104,108,109,110,111,172,194],micronpu:107,microprocessor:[111,196],microsd:177,microtvm:[11,24,28,80,107,113,130,145,194],microtvm_api_serv:[10,110],microtvm_autotun:105,microtvm_vww_demo:106,microtvmtemplateproject:145,middl:127,might:[1,6,10,14,15,20,21,22,24,26,33,34,39,56,59,63,69,106,108,110,111,120,124,131,146,147,166,167,169,177,190,191,192,199,201],million:[111,191,201],millisecond:[136,137,141,158],mimic:[34,137,162,183,185],min:[4,7,59,62,63,64,66,69,70,71,92,94,99,100,101,105,123,127,141,143,152,160,161,162,177,183,185,191,201,202],min_exec_num:102,min_num_branch:155,min_os_vers:138,min_r:[160,161],min_repeat_m:[0,90,91,92,93,94,95,98,100,102,136,137,141,158,189,191],min_seed_record:137,min_siz:161,min_valu:[129,143,160,161],mind:[7,13,22,63,111,117,132],mini:153,minicom:177,miniconda:132,miniforg:132,minim:[1,4,6,9,15,19,56,64,108,132,136,146,152,155,162,167,171,172,174,199],minimum:[4,7,13,15,16,17,21,24,37,57,62,90,92,132,136,137,141,143,152,155,156,158,160,161,162,191,199],minor:[21,28,35,62,138,158,162],minrpc:157,minu:79,minut:[43,47,49,64,69,70,92,94,104,105,109,110,111,177,178,189,191,201],miopen:[117,142],miopenconvolut:138,miopenfloat:138,miopenhalf:138,miopentranspos:138,mirror:[29,33,47,153,162,169],mirror_pad:[153,162],mirrorpad:[4,153],mirrorpadinput:162,mismatch:[1,46,71],miss:[35,87,102,144,152,153,155,161],missing_op:140,missing_op_mod:155,missing_pattern:147,missingtask:137,mistakenli:26,mix:[13,46,53,63,64,120,150,153,155,162,196],mixed_precis:[53,64],mixed_precision_acc_typ:[53,64],mixed_precision_calculation_typ:[53,64],mixed_precision_op:[53,64],mixed_precision_typ:155,mk:66,mkdir:[29,36,53,59,63,66,67,68,106,107,108,111,132,134,177,201,202],mkl:[35,69,84,199],mkswap:63,ml:[9,18,24,53,61,107,130,166,191,201],mla:0,mlcommon:[104,106,108],mlf:[107,111,112,145,203],mlf_extract_workspace_size_byt:108,mlip:61,mlmodel:[42,150],mlp:[87,91,94,144,154],mlperf:[104,106,108],mlperftini:[103,113,172],mlsim:61,mma:161,mma_desc:161,mma_fil:161,mma_intrin:161,mma_stor:161,mma_sync:[83,161],mmult:[84,199],mnist:61,mo:84,mobil:[96,97,133,134,192],mobile_net:154,mobilenet:[4,6,42,50,59,71,91,92,93,94,99,100,101,102,107,111,154],mobilenet_2_5_128_tf:111,mobilenet_v1_1:[50,107],mobilenet_v1_2018_08_02:[50,107],mobilenet_v2:[66,70,109],mobilenet_v2_1:71,mobilenet_v2_kera:66,mobilenet_v2_qnnpack_37f702c5:109,mobilenet_v2_weight:[66,70],mobilenet_v2_weights_tf_dim_ordering_tf_kernels_0:66,mobilenetv1:111,mobilenetv2:[66,109],mobilenetv2_1:56,mock:203,mod0:118,mod1:[78,118],mod2:78,mod3:78,mod:[1,3,4,6,8,12,34,35,42,43,44,45,46,47,48,49,50,53,56,61,62,63,64,65,66,67,68,69,70,71,72,76,78,79,87,91,92,93,94,99,100,101,102,110,111,114,118,119,136,138,143,144,145,147,148,149,150,152,154,155,157,158,161,162,169,178,191,197,200,201,203],mod_:8,mod_nam:[118,148,152,155],mode:[6,46,53,57,62,64,91,92,93,94,102,106,108,112,118,132,137,143,150,151,152,153,154,155,156,157,159,160,161,162,177,178,182,183,185,188,203],model:[0,1,6,10,12,14,18,20,23,24,28,35,36,39,52,53,55,56,62,74,80,88,90,91,92,93,94,96,99,100,101,102,103,110,113,127,134,136,137,138,141,143,144,145,147,148,150,152,154,155,156,159,165,168,171,172,174,180,189,190,193,198,200,203],model_cont:71,model_dir:[45,50,71],model_dir_path:150,model_fil:[42,61,110,136],model_file_nam:65,model_func:[69,72],model_index:108,model_lib:61,model_library_format_path:[10,145],model_nam:[11,43,45,48,49,64,67,68,102,106,138,178],model_param:114,model_path:[42,46,47,49,50,71,104,106,108,110,114,191],model_rt_graph:61,model_short_nam:108,model_tar_path:[108,110],model_trac:69,model_url:[42,46,49,50,71,104,106,108,110,114,191],model_zoo:[45,56,62,154],modeloptim:137,modelproto:150,moder:[22,23],modern:[12,56,59,199],modif:[7,190],modifi:[1,4,6,7,12,16,26,29,30,34,35,36,45,53,55,59,62,78,91,98,99,101,108,132,137,143,144,155,161,162,166,173,174,177,188,192,199],modul:[1,2,3,5,6,9,11,18,21,23,25,34,35,37,42,43,44,45,46,47,48,49,50,53,55,56,59,61,62,63,65,66,67,68,69,71,76,78,79,83,84,90,91,92,93,94,99,100,101,102,104,105,106,107,108,109,110,112,114,117,118,123,124,125,128,129,132,136,137,138,139,141,143,144,145,147,148,149,150,152,154,155,157,158,159,160,161,162,163,164,165,166,170,177,178,182,183,185,189,190,191,192,195,196,200,203],modular:[6,84,174,176,188,203],modularset:7,module0:118,module1:118,module_alia:158,module_equ:144,module_load:[105,137],module_pass:[12,143],modulelist:114,moduleload:137,modulenod:[15,35,37],modulepass:[12,78,143],modulepassnod:12,modulepropertymask:158,moduleseri:8,modulu:162,mohamad:106,moment:[36,53,64,117,199],momentum:[153,162],monitor:[111,137],monkei:136,monoton:[152,162],month:29,monthli:29,mood:28,more:[1,3,5,6,7,9,10,12,13,14,15,16,18,19,20,21,22,24,25,27,28,29,30,32,33,34,35,37,39,45,47,49,53,57,59,62,63,70,71,72,78,79,84,87,90,91,92,93,94,95,98,99,100,101,106,107,109,111,112,117,119,120,122,123,124,128,133,136,137,138,140,143,149,150,151,152,153,155,158,160,161,162,165,166,167,169,170,172,174,177,178,183,188,189,191,192,193,194,195,196,199,201],moreau:[91,182,183,185,188],moreov:[70,71,128,152],morita:42,morpholog:[151,162],morri:62,most:[3,4,5,6,7,8,9,12,13,14,15,18,19,20,21,22,24,25,27,28,29,32,34,35,44,48,53,57,64,67,68,69,70,72,91,92,93,94,98,111,122,127,128,136,137,152,154,155,160,161,166,167,170,174,176,182,183,185,191,201,202],mostli:[72,111],motiv:9,mount:[66,131,177],mountpoint:177,mouser:111,moutpoint:177,move:[1,7,19,20,21,22,28,29,63,83,108,111,125,128,156,160,161,182,183,185,188,199,200],movement:[15,161],moving_mean:[153,162,169],moving_var:[153,162,169],mps2:110,mps2_an521:[109,110],mps3_board:107,mpsoc:[63,177],mrvl:59,ms:[64,66,70,71,72,82,83,90,91,92,93,94,95,99,100,101,102,106,137,189,201,202],msg:[15,48,64,67,68,69,70,106,137,140],msvc:132,mtl:158,mtripl:[53,55,56,61,64,65,66,68,91,93,99,101,154,159,192],much:[7,9,12,14,20,23,24,28,39,57,59,72,111,120,137,152,161,166,170,174,195,201],mul:[4,13,35,152,161,162],muladd:13,mult:138,multi:[6,7,25,84,90,95,134,148,152,153,157,161,168,188,189,190,199],multi_filt:137,multi_processor_count:158,multi_target:159,multibox:156,multibox_prior:156,multibox_transform_loc:156,multilay:154,multilib:59,multipl:[3,6,9,12,14,15,21,23,27,28,32,36,53,72,78,83,84,88,89,91,92,93,94,99,101,105,111,123,125,129,136,137,138,141,143,152,153,155,158,160,161,162,166,167,169,173,174,178,185,188,191,200,201],multipli:[33,35,62,72,78,82,114,125,128,147,152,153,160,161,162,167,173,178,181,183,184,186,187,188],multiplicand:161,multiplicand_a:161,multiplicand_b:161,multiply_grad:33,multiplygrad:33,multiprocess:[136,157],must:[3,7,9,10,12,13,16,18,19,20,21,23,28,29,32,33,35,37,42,55,56,59,62,64,70,76,83,99,100,101,104,105,106,108,109,110,111,112,132,144,146,152,153,154,155,157,158,160,161,162,164,166,167,170,199],mutabl:[5,12,138,164],mutat:[137,144,150,155,160,161,174],mutation_prob:137,mutual:167,mv:[29,55,104,105,108,110,112,202],mx:150,mxgan:154,mxnet:[12,25,42,44,45,46,47,48,50,56,62,63,64,66,67,68,71,78,91,92,93,94,99,100,101,102,109,114,142,150,152,154,166,197],my:[22,24,67,68,155,161,192],my_conv:183,my_cuda_math_rul:122,my_cuda_mylog_rul:122,my_fix:19,my_func:159,my_func_cuda:159,my_gemm:[182,185],my_model:202,my_preprocess:[45,48,64,109],my_repo:19,my_tvm_addon:120,my_tvmc_script:202,my_vadd:188,myadd:[15,58,199],myadd_pack:199,myadd_parallel:199,myarrai:60,myerror:140,myexp:122,myexp_kernel:122,myexportedmodel:4,myfunc:13,myfunct:24,myinput1:4,myinput2:4,mylog:122,mylog_kernel:122,mymodul:200,myoutput1:4,mypackag:157,mypkg:60,myscan:124,myscript:202,mysubgraph:35,mysum:[160,161],mytarget:14,n02123045:[191,201],n02123159:[191,201],n02124075:[191,201],n02129604:[191,201],n04040759:[191,201],n0:[95,161,162],n1:[95,161,162],n2:[61,161,162],n:[1,7,8,9,10,11,16,30,34,35,37,43,58,63,64,72,76,79,83,84,90,91,92,94,95,98,106,107,110,112,114,118,120,122,123,124,125,128,129,136,137,138,139,141,143,145,151,152,153,154,156,158,160,161,162,166,167,178,182,183,189,190,192,195,199],n_c:83,n_c_init:83,n_class:114,n_dim:[152,162],n_elem:162,n_fft:[152,162],n_hidden:114,n_infeat:114,n_inner:[83,84],n_inner_init:84,n_layer:[91,92,93,94,99,100,101,102,114],n_line:136,n_outer:84,n_parallel:[105,136,137],n_repeat:[70,71],n_stage_0:136,n_stage_1:136,n_stage_i:136,n_trial:[64,98,99,100,101,102,105,137,190,191],naiv:[13,128,136,199],name:[0,2,3,4,5,6,7,8,11,12,13,14,15,18,20,21,25,28,29,30,32,33,34,35,36,37,43,46,49,50,55,58,64,65,66,67,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,106,107,108,110,111,114,118,119,120,122,123,124,125,127,128,129,131,132,136,137,138,139,140,141,143,144,145,147,149,150,152,153,154,155,157,158,159,160,161,162,164,166,167,169,170,173,177,178,182,183,185,188,189,190,191,192,195,199,200,202],name_befor:79,name_hint:[35,119,143,149,152,161],namedtupl:[114,153,162],namer:150,namespac:[6,7,12,34,35,114,136,137,139,147,152,155,157,158,160,161],nan:[152,160,161,162],nano33bl:111,nano:[62,73,74,111],narrow:[9,161,182,188],narrowdatatyp:161,nat:[154,167],nativ:[53,59,61,106,111,120,134,171],natur:[7,9,13,15,18,21,72,167],navig:[24,37,106,177],nb_j:95,nbest:98,nbr:107,nbyte:161,nc8n:153,nc:[83,84,153],ncdhw16c:162,ncdhw16d:162,ncdhw16h:162,ncdhw16w:162,ncdhw:[151,153,162],ncdhwc:162,nch:162,nchw16c:[152,161,162],nchw16h:162,nchw16w:162,nchw8c:153,nchw:[1,4,44,49,53,56,71,91,92,93,94,102,107,117,137,138,150,151,152,153,154,156,162,169,183,191,201],nchw_pack_layout:162,nchw_xc_layout:162,nchwc:[1,71,102,153,160,162],nchwinic:162,nchwnc:183,nchwxc:162,nci:83,ncurs:132,ncw16c:162,ncw16w:162,ncw:[151,153,162],ncwc:162,nd:[2,6,37,42,43,44,45,46,47,48,49,50,58,61,64,66,67,68,72,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,109,110,114,117,118,120,123,124,128,136,146,148,150,151,152,153,160,161,162,169,182,183,185,188,189,190,191,192,195,197,199,200],ndarrai:[2,6,18,35,36,37,45,64,95,119,120,136,138,141,142,144,147,148,150,151,152,153,154,158,160,161,162,167],ndarray_s:[152,162],ndata:114,ndhwc:[150,162],ndim:[7,18,152,160,161,162],ndk:[53,54,64,66,91,93,99,101,136,137,142],ne:161,nearbyint:[160,161],nearest:[45,151,160,161,162],nearest_neighbor:[151,153,162],nearli:[24,199],neater:33,neatli:34,necessari:[9,10,19,20,22,23,24,25,28,29,32,33,34,36,37,53,58,59,61,70,90,92,117,124,132,137,143,144,149,152,153,160,161,162,166,170,183,185,188,191,195,200,202],necessarili:[3,24,34],neck:[46,154],need:[1,2,3,4,5,6,7,8,9,10,11,12,14,15,16,18,19,20,21,22,23,24,25,26,29,30,32,33,34,35,36,37,39,49,50,53,55,56,57,58,59,60,62,63,64,65,66,67,68,71,72,76,78,82,83,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,117,119,120,122,123,124,128,129,131,132,133,134,136,137,139,143,144,145,148,149,150,152,154,155,157,158,160,161,162,163,164,166,167,169,170,174,177,178,182,183,185,188,189,190,191,192,194,195,197,199,200,201,202],needn:36,neg:[4,62,127,137,152,153,154,155,160,161,162],negat:162,neighbor:[152,162],neighborhood:[137,153,199],neighbourhood:84,neightborhood:[153,162],neither:[1,166,167],neon:[55,68,91],neovers:61,nest:[6,13,37,79,84,123,147,152,161,166,167,169,174,182,199,200],nested_cal:161,net:[43,66,67,68,91,99,101,117,118,150,154,165,178,195],netdef:150,neth:[43,178],netparamet:150,netron:[111,191,201,202],netw:[43,178],network:[2,9,12,17,27,36,37,42,53,55,56,58,62,63,71,72,78,79,88,89,96,97,107,115,116,124,131,134,136,137,147,150,151,153,154,156,162,166,171,174,178,182,183,185,191,192,196,201,203],networkx:114,neural:[12,36,37,56,58,63,88,89,99,100,101,102,107,111,114,124,134,147,153,162,165,171,174,182,183,185,191,195,196,201,203],neuralnetworkclassifi:150,neuron:111,nevalu:102,never:[7,12,13,22,36,53,59,111,136,145,154,161,167],nevertheless:[166,170],new_attr:[1,137],new_bodi:161,new_cfg:163,new_expr:155,new_func:[12,155,161],new_in_layout:1,new_index:1,new_input:137,new_ir_modul:12,new_iter_var:160,new_layout:[1,136],new_loop:161,new_mod:[12,34,143],new_ord:161,new_packag:202,new_param:72,new_point:137,new_shap:[152,162],new_shape_arrai:162,new_shape_shap:162,new_sparse_indic:[152,162],new_sparse_indices_shap:162,new_sparse_valu:152,new_transform:143,new_w:72,new_workload:137,newaxi:[42,44,46,66,67,68,162,178],newcom:24,newer:[9,39,70,71],newli:[10,19,199],newshap:[152,162],nexecut:178,next:[1,7,8,9,10,22,24,29,35,37,62,63,66,67,68,72,76,78,79,84,90,91,92,93,94,95,104,106,107,109,110,112,114,129,137,144,153,161,169,177,182,183,185,189,190,191,192,196,197,199,201,202],next_batch:137,next_task_id:144,nextaft:161,nextiter:4,ng:[104,105,108,110,112],ngf:154,ngraph:40,nhcw:0,nhwc:[1,4,44,50,55,56,65,79,91,92,93,94,150,153,155,160,162,169],nhwcnc:83,ni:[82,84],nice:117,nightli:[0,19,29,111,132],nil:[166,170],nimbl:171,ninja:[104,105,108,110,112,132],nio:177,nll_loss:[153,162],nlp:155,nm:[138,156],nms_thresh:[43,178],nn:[1,12,14,36,44,45,53,55,56,62,64,65,67,68,69,78,79,82,83,90,92,93,94,95,98,99,100,101,102,103,105,106,113,114,117,118,123,127,138,142,147,150,155,160,166,169,178,183,195,197,203],nn_c:83,nn_c_init:83,nnc:83,nnf:83,nnp_initi:138,nnp_status_success:138,nnpack:[132,133,142,162],nnpack_path:134,nnvm:[13,150,154,167],nnvmv1:13,nnz:[72,162],no_error:190,no_fork:157,no_grad:[45,48,69,70,109,114],no_rewrit:136,no_tail:137,noalia:[76,83,84,90,95,123,124,125,128,129,182,183,185,188,189,195,199,200],node:[2,7,13,15,34,35,37,46,49,55,56,61,62,76,79,91,99,100,101,105,114,119,127,137,138,141,143,147,148,149,150,152,155,157,158,159,160,161,164,166,167,178,197,202],node_attr:138,node_detail:138,node_id:[49,138],node_lookup:49,node_map:[149,169],node_row_ptr:2,node_to_id:[119,138],node_typ:138,nodeentri:35,nodeid:2,nodelookup:49,noderef:[12,35,148],nois:[98,191],nomin:23,non:[0,10,16,37,55,72,84,87,98,111,127,138,143,145,147,150,152,154,155,156,158,160,161,162,166,199],non_max_suppress:156,non_surjective_invers:161,none:[2,7,15,18,33,37,44,45,48,49,64,66,67,68,69,70,72,76,95,98,99,100,101,102,104,105,109,110,114,118,119,128,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,157,158,159,160,161,162,163,166,169,178,182,183,185,188,190,199],nonmaxsuppress:156,nonneg:161,nonzero:[72,138,162],nop:107,nor:[1,154,155],norewrit:136,norm:[1,114,117,153,154,155,178],norm_img_data:[191,201],normal:[1,7,12,13,14,15,18,19,20,28,29,34,45,47,48,55,63,64,70,109,114,117,118,123,124,127,129,136,137,138,143,144,151,152,153,154,155,157,158,160,161,162,164,167,170,174,178,182,183,185,191,201],normal_reduce_temp0:195,normal_reduce_temp0_1:195,normal_reduce_temp0_2:195,normalis:162,normalize_file_list_by_unpacking_tar:138,nose:107,not_equ:[152,162],not_person:106,not_pref:25,notabl:[6,13,18,160,161],notat:162,note:[0,1,7,8,12,13,14,15,17,18,19,20,24,25,26,27,28,30,32,33,34,35,44,45,56,59,63,64,65,69,71,72,78,79,83,84,90,91,92,93,94,95,98,99,100,101,102,104,106,108,109,110,111,114,117,124,128,131,132,134,136,137,138,139,143,148,149,150,152,153,154,155,157,158,159,160,161,162,166,167,169,170,174,177,178,182,183,192,194,200,202],notebook:[42,43,44,45,46,47,48,49,50,59,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],notequ:4,noth:[34,49,65,79,137,152,161],notic:[7,19,29,33,34,35,95,122,127,129,166,167,177,197,199,202],notifi:174,notify_runner_result:144,notimplementederror:[43,144,178],notion:183,now:[1,6,7,8,9,12,13,14,33,34,35,42,45,46,48,49,50,53,58,63,64,65,66,67,68,71,72,78,90,91,92,93,94,95,98,99,100,101,104,105,106,107,108,109,110,111,123,127,128,136,141,143,144,150,153,155,161,162,164,169,177,178,182,183,188,189,190,191,192,195,197,199,200,201,202,203],np:[37,42,43,44,45,46,47,48,49,50,55,56,58,61,62,64,65,66,67,68,69,70,71,72,76,78,82,83,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,114,117,118,120,122,123,124,125,128,129,137,144,152,154,161,162,169,178,182,183,185,188,189,190,191,192,195,197,199,200,201],np_arr:146,np_data:162,np_input:72,np_out:72,np_repeat:[84,199],np_runing_tim:84,np_running_tim:199,npart:[58,82,83,98,125,160,190],nperform:178,npo:35,nprint:118,nproc:[59,63],npu:[103,113],npy:104,npy_data:107,npz:[61,191,201],nrf52840:111,nrf5340dk:112,nrf5340dk_nrf5340_cpuapp:[109,111,112],nrf:172,nt:[150,153,162],nth:137,nthread:138,ntop5:64,nu:[92,94],nuanc:167,nucleo:[105,106,110,172],nucleo_l4r5zi:[104,105,106,108,110],null__unsort:152,nullptr:[3,8,12,33,34,35,37,161],nullvalu:33,num:[143,161,178],num_anchor:156,num_arg:110,num_batch:111,num_block:[72,162],num_box:[151,156,162],num_channel:153,num_class:[67,68,91,94,114,154,156,197],num_classes_with_background:156,num_closure_arg:18,num_context_lin:158,num_cor:[136,159],num_cpu_thread:0,num_detect:156,num_ev:143,num_field:18,num_filt:[127,154,162],num_filter_block:162,num_filter_chunk:162,num_freevar:18,num_group:[153,162],num_hidden:[114,154],num_input:[2,33,143],num_lay:[8,79,91,92,93,94,99,100,101,102,114,138,154,197],num_mac:107,num_measur:136,num_measure_tri:[90,91,92,93,94,95,136,189],num_measures_per_round:136,num_newaxi:[152,162],num_nod:114,num_nonzero:114,num_of_image_class:79,num_op:185,num_output:[2,98,137,190],num_random_class:111,num_ratio:156,num_roi:156,num_rpc_dev:141,num_seg:152,num_siz:156,num_stag:154,num_target_class:111,num_task:160,num_thread:[82,102,122,124,137,144,158],num_til:61,num_total_detect:156,num_trial:105,num_trials_per_it:144,num_tuning_cor:144,num_uniqu:[152,162],num_unique_subset:20,num_valid_anchor:156,num_warmup_sampl:136,number:[0,1,2,3,4,7,8,9,11,12,15,18,19,26,28,29,33,35,36,37,46,59,61,63,64,66,67,68,70,71,72,78,79,82,83,84,88,90,91,92,93,94,95,98,99,100,101,102,105,106,108,110,111,114,132,136,137,138,141,143,144,145,147,152,153,154,155,156,157,158,159,160,161,162,166,167,169,170,173,174,177,178,182,183,185,188,189,190,191,192,197,199,201,203],number_format:161,number_of_nod:114,numbers2:166,numclass:114,numedg:114,numel:114,numer:[11,32,53,70,84,137,152,154,160,161,162,164,167,199],numfeat:114,numnod:114,numpi:[0,2,6,15,21,33,37,42,43,44,45,46,47,48,49,50,56,58,61,64,65,66,67,68,69,70,71,72,76,78,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,114,117,118,120,122,123,124,125,128,129,132,136,137,138,144,146,150,151,152,153,160,161,162,164,169,177,178,182,183,185,188,189,190,191,192,197,199,200,201],numpydoc:[20,24],numtestsampl:114,numtrainingsampl:114,numvalidationsampl:114,nune:201,nvcc:[0,83,118,142,196],nvidia:[1,35,62,67,83,88,89,96,97,131,137,158,161,196,197,199,202],nvprof:98,nvptx:[37,196],nvrtc:37,nwc:[150,162],nx:[112,114],nx_graph:114,o0:[161,162],o1:[161,162],o2:[106,161,162],o:[8,9,11,53,58,61,83,104,105,107,108,110,111,112,136,145,153,158,162,170,182,183,185,188,199],o_block:185,o_c:83,o_c_init:83,o_inn:83,obei:[79,119],obj:[78,149,152,158,161],obj_to_annot:158,obj_to_underlin:158,object:[0,2,3,6,7,9,11,21,25,34,35,37,53,59,60,73,74,91,92,93,94,95,110,111,118,136,137,138,141,143,144,146,148,149,150,152,153,154,156,157,158,159,160,161,163,167,178,182,188,190,192,196,199,200],object_format:158,object_path:158,objectgener:158,objective_func:136,objectpath:158,objectpathpair:158,objectptr:35,objectref:[12,15,161],observ:[28,70,78,79,84,109,174,177,182,199],obtain:[6,7,12,17,28,34,35,67,68,70,72,132,137,167,182,188,190,191,192],obviou:[7,37],oc:[83,153,162,183,185,203],oc_block:183,oc_inn:[183,185],oc_out:[183,185],oc_tn:[183,185],occasion:19,occup:87,occur:[7,12,13,32,39,79,137,143,145,152,161,162],occurr:[79,143],oci:83,octeon:61,odd:[153,162],off:[20,21,36,55,56,62,63,90,95,104,110,111,132,161,189,192],off_valu:[152,162],offend:19,offer:[7,12,18,88,96,150,167,170,194,196,201],offici:[21,36,42,44,45,46,47,48,50,66,69,71,111,131,132,133,164,165],offload:[35,53,55,59,61,62,65,106,107,177,178,203],offset:[18,108,123,128,143,152,153,156,160,161,162,166,174],offset_factor:[83,128,161,162],offset_of:161,often:[4,12,13,15,20,28,34,72,111,125,129,151,155,162,166,167,199],ohwi:155,oidhw:153,oihw:[1,105,151,153,162],oiw:[153,162],ok:[15,20,106,164,177],okai:[98,100,190],ol:98,olah:166,old:[1,12,13,18,32,79,136,137,161],old_in_layout:1,old_in_shap:1,old_layout:1,older:[46,106,111,132],omit:[7,12,32,92,94,127,128,143,161,167,170],omod:53,on_devic:155,on_valu:[152,162],onboard:9,onc:[3,6,7,8,9,13,19,20,21,26,29,32,33,34,59,63,70,72,105,106,107,111,132,143,147,148,149,155,160,161,167,174,177,183,185,201],one:[0,1,3,4,6,7,8,9,10,12,13,14,15,20,21,23,24,27,28,29,32,33,34,35,36,37,53,57,62,63,66,67,68,70,72,78,79,83,84,90,91,92,93,94,100,102,104,105,106,107,108,109,110,111,112,117,119,120,122,124,125,127,128,129,136,137,138,141,143,144,145,149,151,152,153,155,158,160,161,162,166,167,169,170,174,177,178,182,183,185,188,190,192,197,199,201,202,203],one_hot:[152,162],one_lay:169,onednn:35,oneflow:[51,52,150],oneflow_class_kei:45,onehot:4,ones:[6,15,21,26,28,34,76,111,112,117,129,141,150,152,153,161,169,201],ones_lik:[33,152],onesid:[152,162],ongo:18,onli:[1,3,5,6,7,8,9,11,12,13,14,15,17,18,19,20,21,22,23,27,28,29,30,32,33,34,35,36,44,53,55,56,57,59,60,61,62,67,68,69,72,76,78,79,82,83,84,90,91,92,93,94,95,98,102,105,107,108,109,111,114,117,122,123,128,129,132,133,134,136,137,138,139,141,143,144,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,166,167,169,170,172,173,174,178,182,183,185,188,189,190,191,192,195,199,201,203],onlin:[24,55,106],only_en:161,onnx:[0,51,52,53,56,59,65,91,92,93,94,99,100,101,102,150,153,156,162,196,197,202],onnx_model:[46,61,191],onnxoptim:[46,201],onnxruntim:0,onnxzoo:0,onto:[9,26,33,63,111,152,174,178,182,183,185,188],onward:63,oo:83,oo_c:83,oo_c_init:83,oobcheck:161,ooc:83,oof:83,op1:155,op2:155,op:[1,2,6,7,13,15,18,33,34,35,37,49,53,55,56,58,61,62,63,64,69,76,78,79,82,83,84,90,91,98,99,100,101,102,105,106,108,114,118,120,122,123,124,125,128,129,136,137,138,139,143,147,148,149,150,152,153,154,155,158,159,160,161,162,164,167,170,173,174,182,183,185,188,189,190,192,195,199],op_attr_typ:14,op_convert:150,op_diff:79,op_id_:35,op_index:118,op_macro:35,op_nam:[25,79,118,140,143,149,155,162,169],op_pat:169,op_stat:34,op_to_cnt_aft:79,op_to_cnt_befor:79,opaddtyperel:143,opaqu:[3,33,161,166,167],opattributeinvalid:140,opattributerequir:140,opattributeunimpl:140,opcod:174,opcode_t:174,open:[2,6,9,19,21,22,24,25,29,35,42,43,44,45,46,47,48,49,50,53,54,55,64,66,67,68,70,71,72,91,99,100,101,104,106,107,108,109,110,111,112,132,138,145,157,163,176,177,178,191,196,201,202],open_transport:[10,28],openbla:132,opencl:[6,8,15,28,40,54,58,59,64,65,66,93,101,122,132,157,158,159],opencl_device_host:192,opencl_device_port:192,opencl_modul:53,openclml:[59,65],opencv:[43,178],opengl:161,openmp:69,openpgp:29,oper:[1,2,3,6,7,11,12,15,18,21,24,25,28,31,36,37,39,40,46,49,53,59,61,63,64,65,67,68,69,70,71,72,78,79,80,83,90,95,96,98,99,100,101,102,103,105,107,110,111,114,117,119,122,124,125,127,132,136,137,138,140,141,143,145,146,147,148,149,150,151,152,153,154,155,156,157,159,160,161,162,164,165,166,169,170,172,174,177,178,182,183,185,191,192,193,196,197,198,200,201,202,203],operand:[129,138,143,160,161,162],operationnod:7,operaton:[160,161],operator_funct:11,operator_macro:35,operatorconvert:150,operatormodul:[145,200],operror:140,opfus:[152,155],opimplement:[14,148],opnam:[1,55],opnod:[34,148,160,164],opnotimpl:[25,140],opportun:[7,24,33,161,177],opposit:[7,137,152,162],opset:[0,150],opspeci:14,opsset:111,opstrategi:[14,33],opt1:84,opt2:84,opt3:84,opt4:84,opt5:84,opt6:84,opt6_tim:84,opt:[66,78,107,132,138,166,174],opt_conv_cuda:[82,85],opt_conv_tensorcor:[83,85],opt_gemm:[84,85],opt_level:[0,1,8,12,42,43,44,45,46,47,48,49,50,53,55,56,61,62,63,64,66,67,68,69,70,71,72,76,78,79,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,114,118,136,137,143,152,155,161,178,191,197],opt_pass_level:[152,155],opt_sch_fil:102,optim:[1,2,3,6,9,12,13,21,24,30,33,34,35,37,40,53,56,61,62,63,66,67,68,72,75,76,80,85,90,91,92,93,94,95,96,98,99,102,106,107,111,117,119,128,130,136,137,138,143,144,148,150,152,153,155,161,162,165,167,168,169,170,171,174,176,185,186,188,193,195,197,198,200],optimizer_config:107,option:[0,2,3,9,10,12,16,19,21,24,28,29,32,33,34,35,36,49,53,55,59,60,62,63,64,67,68,72,75,78,92,93,94,104,105,106,107,108,110,112,117,122,127,132,134,136,137,138,139,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,166,167,191,192,201],option_constructor:149,option_dict:61,optiona:162,optionail:156,optional_qnn_op:155,options_from_nam:159,optyp:46,orang:7,orchestr:[12,78,203],order:[1,2,3,4,7,9,12,13,14,16,18,21,23,24,32,33,34,35,59,62,66,67,68,76,79,82,84,98,99,100,101,107,111,125,128,136,137,138,141,143,144,147,152,153,154,155,156,158,160,161,162,165,166,167,169,170,172,174,177,178,182,183,185,188,189,190,199,202],ordered_loop:161,ordered_union:144,ordinari:166,ordr:147,org:[17,18,19,29,36,39,45,46,47,48,49,50,55,61,63,69,70,71,72,99,100,101,107,109,111,114,136,138,150,151,152,153,155,161,162],organ:[6,18,23,24,53,84,175],orgin:136,orient:[24,167],orig:33,orig_cal:33,origin:[1,6,7,21,26,29,33,34,53,72,76,84,104,106,108,111,119,128,136,137,149,150,151,152,153,154,155,156,160,161,162,163,182,183,188,197,199],origin_op:7,origin_s:162,ormod:92,os:[0,9,11,39,45,49,50,58,63,64,65,66,71,72,90,91,93,95,99,100,101,102,103,104,105,106,107,108,110,111,118,134,137,145,178,182,183,185,188,192,201],osci:107,oscil:9,oserror:131,oshap:[154,162],oss:[21,45],ostringstream:35,ot:137,other:[0,1,3,6,7,8,9,10,11,12,13,14,17,18,19,20,22,23,24,25,26,28,32,34,35,36,37,39,42,43,45,48,53,57,61,62,63,64,67,68,69,70,72,79,90,98,105,106,108,111,117,119,124,127,128,130,132,133,134,136,137,138,141,143,146,148,151,152,153,155,158,159,160,161,162,164,166,167,169,170,172,174,177,178,188,189,190,192,194,196,197,199,201,203],other_map:161,other_opt:137,other_target:136,otheropt:98,otheroptionent:137,otheroptionspac:137,otherwis:[7,12,14,33,35,76,104,110,127,128,136,137,138,139,141,143,144,148,149,152,154,155,158,159,160,161,162,167,178],ought:111,our:[1,7,8,9,15,17,21,24,28,33,34,35,36,53,64,65,66,67,68,69,70,76,78,83,84,90,91,92,93,94,95,98,99,100,101,102,105,106,107,109,114,122,123,128,129,132,137,147,148,161,177,182,183,185,188,190,191,192,197,199,201,202],ourselv:[34,90,189,195],out1_typ:166,out2_typ:166,out:[1,6,7,9,13,14,15,18,21,28,29,35,45,53,55,62,63,66,67,68,69,70,72,78,79,83,84,90,91,95,106,110,111,117,118,120,123,128,131,133,136,137,138,141,144,145,151,152,153,155,156,160,161,162,166,169,173,174,177,178,182,183,185,188,189,194,195,197,199,201,203],out_1:189,out_:35,out_buff:[160,162],out_c:[43,178],out_cb:46,out_channel:[82,83,117,118,153,162,183,185],out_channel_block:162,out_channel_chunk:162,out_cr:46,out_cuda:117,out_cudnn:117,out_data:162,out_deploi:197,out_depth:[151,162],out_dict:69,out_dim:162,out_dir:138,out_dtyp:[90,98,105,151,153,155,162],out_fil:[107,137,138],out_filt:162,out_grad:[153,162],out_h:[43,178],out_height:[151,153,162],out_i:[46,189],out_i_i:189,out_i_o_i:189,out_i_o_o:189,out_i_o_o_j_o_o_fus:189,out_idx:35,out_indic:[156,162],out_indptr:162,out_j:189,out_j_i:189,out_j_o_i:189,out_j_o_o:189,out_layout:[153,162],out_np:[90,189],out_ret_tcod:110,out_ret_valu:110,out_shap:[2,35,43,100,102,117,118,178,197],out_siz:[35,82,136],out_store_nbyt:[178,182,183,185],out_tensor:156,out_tupl:162,out_tvm:[90,189],out_typ:[14,33,148,162,166],out_valu:162,out_w:[43,178],out_width:[151,153,162],outcom:[144,185],outdat:28,outer:[7,76,84,95,117,125,127,141,152,160,161,162,167,182,183,185,190,199],outer_product:164,outermost:[7,161,182,199],outgo:174,outlin:[10,24,155],outlinecompilerfunctionswithexistingglobalsymbol:155,outmost:160,outperform:[84,98,199],output:[1,3,4,6,7,9,10,11,14,15,16,18,19,29,32,33,35,36,37,42,43,44,45,46,48,50,53,54,61,62,63,64,65,67,68,71,82,83,84,90,91,92,93,94,95,98,104,105,106,107,109,111,112,114,118,120,123,127,128,129,132,136,137,138,139,141,143,145,147,148,150,151,152,153,154,155,156,158,160,161,162,164,166,169,170,173,174,178,182,183,185,188,189,197,199,200,202,203],output_0:[65,201,202],output_1:123,output_2:123,output_block:161,output_channel:138,output_data:[107,108],output_data_sec:107,output_depth:153,output_detail:[71,108],output_dim:114,output_dtyp:108,output_expr:155,output_fil:201,output_format:[138,156],output_grad:33,output_height:[138,153],output_len:107,output_list:203,output_modul:143,output_nam:108,output_pad:[153,162],output_path:[107,145],output_s:[18,153,162],output_scal:162,output_shap:[55,79,83,91,92,93,94,99,100,101,102,108,152,162,183,185,191],output_t:114,output_tensor:[61,164],output_typ:33,output_width:[138,153],output_zero_point:162,outreach:23,outsid:[9,13,14,23,33,34,84,106,112,124,132,151,152,160,161,162,167,169,199,200],outstand:22,over:[6,7,9,10,13,18,20,21,23,28,32,33,34,53,64,65,84,123,124,125,128,138,143,145,152,153,155,158,160,161,162,166,174,177,178,182,183,185,188,190,192,199],overal:[6,21,23,53,64,155,158,178],overarch:6,overcomput:161,overfit:111,overflow:[9,20,152,174,182],overhead:[9,15,70,98,104,141,174,192],overlap:[21,24,152,161,162],overload:[5,33,37,143,161],overrid:[3,15,16,34,35,37,62,64,119,122,136,137,143,150,159,161,192],overridden:[53,159],override_instru:[12,79,143],override_native_generic_func:[14,33,159],overriden:[12,62],overse:23,overview:[6,18,22,24,34,53,106,134,165,167,170,175,183,185,191,201],overwhelm:22,overwrit:[134,136,202],overwritten:14,owi:9,own:[1,6,10,12,13,21,23,24,26,31,32,34,40,55,76,82,103,111,113,114,119,131,137,146,150,161,162,167,169,171,177,178,182,183,185,188,191,196,201],owner:21,ownership:23,p01:78,p02:78,p03:78,p0:[53,78,91,92,93,94],p11:78,p12:78,p1:[53,78,91,92,93,94],p2:[78,91,92,93,94],p3:[78,91,92,93,94],p4:[92,94],p:[53,66,92,94,107,111,136,150,153,162,166],p_dim1_:35,p_dim2_:35,p_f:162,p_i:162,p_id_:35,p_o:162,p_op_:35,p_y_inn:160,pace:22,pack:[4,8,12,15,18,19,24,32,35,71,78,104,106,110,136,152,153,158,159,160,161,162,178,182,183,185,188],pack_axi:[153,162],pack_dict:178,pack_dtyp:[153,162],pack_typ:[153,162],pack_weight_til:153,packag:[21,29,36,45,46,48,50,53,55,62,64,65,66,67,68,69,70,71,87,98,99,100,101,104,105,106,107,108,109,110,111,112,114,133,134,138,144,154,160,163,178,188,190,196,201],package_path:[65,202],packed_arg:18,packed_func:[15,35],packed_index:18,packed_out:162,packedb:[84,199],packedb_1:[84,199],packedfunc:[3,6,9,25,35,37,60,120,141,148,154,158,159,160,161,162],packedinput:162,packfuncvoidaddr:37,pad:[1,4,55,62,65,69,78,79,82,83,90,98,105,117,118,127,138,147,151,152,153,154,155,161,162,169,171,174,183,197,203],pad_aft:[161,162],pad_back:[153,162],pad_befor:[161,162],pad_bottom:[138,153,162],pad_data:98,pad_down:[153,162],pad_einsum:161,pad_front:[153,162],pad_h:[83,138,183],pad_height:[153,162],pad_left:[138,153,162],pad_mod:153,pad_right:[138,153,162],pad_temp:[90,92,93,94,117],pad_temp_global_textur:53,pad_temp_i0:90,pad_temp_i1:90,pad_temp_i2:90,pad_temp_i3:90,pad_temp_shar:[90,195],pad_temp_shared_1:[90,195],pad_temp_shared_ax0:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fus:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i:90,pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o:90,pad_temp_shared_ax1:90,pad_temp_shared_ax2:90,pad_temp_shared_ax3:90,pad_top:[138,153,162],pad_valu:[153,155,161,162],pad_value_block:161,pad_w:[83,138,183],pad_width:[1,65,153,162],padb:162,padded_data:153,paddedinput:93,padding_mod:[151,162],paddl:[47,150],paddle_resnet50:47,paddlepaddl:[51,52,150],padinput:162,padl:162,padr:162,padt:162,padv2:4,pae:112,page:[0,6,19,24,29,30,35,39,59,63,66,84,91,99,101,132,133,135,165,168,176,177,181,194,199,201],pai:[21,174],pain:19,pair2:166,pair:[1,14,32,35,79,136,137,138,143,150,152,154,155,158,161,162,166,167,170,190],pairwis:137,palomero:203,panel:106,panic:39,panthera:[191,201],paper:[24,111,154],papi:86,papi_avail:87,papi_fp_op:87,papi_native_avail:87,papimetriccollector:87,paraet:154,paragraph:34,parallel:[3,5,20,37,40,91,92,93,94,95,99,100,101,136,137,147,155,160,161,164,174,183,189,196],parallel_barrier_when_finish:160,parallel_launch_point:160,parallel_stride_pattern:160,param0:[152,158],param1:[152,158],param:[1,2,8,9,11,18,24,33,42,43,44,45,46,47,48,49,50,53,54,56,61,62,63,64,65,66,67,68,69,70,71,72,87,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,114,117,118,136,138,141,143,144,148,149,150,152,153,154,155,158,160,161,162,166,169,178,191,197,201],param_0:150,param_1:150,param_byt:[152,158],param_d:72,param_map:161,param_nam:[3,161],param_tensor:114,paramet:[0,1,2,3,6,9,16,19,24,32,33,46,48,49,53,64,66,67,68,69,70,72,78,90,91,92,93,94,95,96,99,100,101,102,105,106,107,108,110,111,118,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,165,166,167,169,174,175,177,178,182,183,185,197,199,201,203],parameter:[32,137,169,177,190],parameter_s:106,parametr:[31,78,166],parametrize_target:[20,32,154],params_byt:141,paramt:62,parent:[7,8,141,149,160,161,169,203],parent_pattern:169,parit:149,parm:65,parquet:0,pars:[9,11,35,42,43,50,104,110,119,138,141,143,149,150,152,154,155,160,161,164,167,178],parsabl:11,parse_compute_vers:138,parseabl:11,parsefromstr:49,parsejson:35,parser:[1,3,5,71,138,150,155,164],part:[1,6,8,13,14,18,21,23,32,35,36,38,46,53,56,73,74,82,91,92,93,94,95,100,106,112,114,124,128,136,138,152,153,155,158,160,161,162,167,169,171,177,182,188,191,201,203],parti:[1,14,21,35,131,132,194],partial:[33,111,155,161,174],partialevalu:155,particip:[22,23,27],particular:[1,3,7,9,11,13,17,24,32,35,37,46,152,158,161,162,166,167,169,170,189,191,201],particularli:[9,166],partit:[55,59,61,63,91,92,93,94,149,155,161,196,203],partition:56,partition_for_arm_compute_lib:55,partition_for_bnn:56,partition_for_clml:64,partition_for_cmsisnn:[106,108],partition_for_cutlass:118,partition_for_mrvl:61,partition_for_tensorrt:62,partition_for_vitis_ai:63,partition_loop:161,partition_po:161,partitionedfrompattern:169,partitiongraph:155,pass1:12,pass2:12,pass:[3,4,5,6,8,9,13,15,18,19,20,21,28,29,30,31,32,33,35,36,37,44,46,48,49,53,55,56,59,60,62,63,64,67,68,69,70,72,75,77,84,87,91,92,93,94,95,99,101,102,105,106,107,110,111,112,114,119,128,132,134,136,137,138,140,143,145,147,150,152,155,157,158,160,161,162,163,164,166,167,169,170,174,176,178,182,183,185,188,190,192,196,197,199,200,202,203],pass_context:[105,152,155],pass_ctx:12,pass_func:[12,34,143,155,161],pass_info:[12,79,143],pass_inst:12,pass_instru:[12,78,79,143],pass_nam:[12,79],pass_seq:[12,79],pass_xx:12,passbadenterctx:79,passbadexitctx:79,passbadrunbefor:79,passcontext:[1,6,34,42,43,44,45,46,47,48,49,50,53,55,56,61,62,63,64,66,67,68,69,70,71,76,78,83,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,114,118,143,152,155,161,163,178,191,197],passcontextnod:12,passcontextthreadlocalentri:12,passcontextthreadlocalstor:12,passdown:7,passen:12,passexamplebas:79,passfin:79,passfine_0:79,passfine_1:79,passinfo:[12,143,152,155],passinfonod:12,passinstru:[12,78,79,143],passinstrumentnod:12,passinstur:78,passiv:5,passnod:12,passphas:203,passprintinginstru:143,passtiminginstru:[12,79,143],passup:7,password:[29,177],past:[29,106,111,131,138,166,172,174],pat1:169,pat2:169,pat3:169,pat:[149,169],patch:[15,17,23,27,28,62,107,136,153,158],patern:149,path1:169,path2:169,path:[2,8,11,16,20,25,26,30,32,35,45,49,50,53,55,58,62,63,64,71,72,87,93,99,100,101,104,105,106,107,108,109,110,112,118,131,132,134,137,138,144,145,149,150,157,158,160,162,163,169,177,178,182,183,185,188,191,192,201,203],path_dso:138,path_lib:[8,93,197],path_param:2,path_pattern:169,path_target:138,path_to_annot:158,path_to_underlin:158,pathlib:[104,105,106,107,108,109,110,137,145,203],pathlik:[137,145],patient:177,patten:147,pattern1:169,pattern2:169,pattern:[5,13,14,29,33,34,35,40,56,76,84,106,124,128,147,149,152,155,160,161,162,165,167,170,174,185,199,203],pattern_nam:155,pattern_t:155,pattern_util:33,patternconstructor:152,patternn:169,patterntupl:152,patternvar:152,patternwildcard:152,paul:203,pave:12,payload:18,pb:[4,49],pbqptuner:102,pbtxt:49,pc:[12,18,34,36,87,106,154,174,177],pc_offset:18,pdf:[151,153,162],peach:134,peak:[9,10],peephol:162,peer:171,penalti:56,pend:[36,64,66,91,99,100,101,152,161],peopl:[21,22,111,128],pep517:132,per:[9,11,13,28,30,36,70,79,82,114,136,143,144,153,156,158,161,162,174,178,182,192],per_task_early_stop:136,percent:72,percentag:72,perceptron:[154,168],perciev:111,perf:[0,87],perfect:[20,111,161],perfectli:[21,169],perform:[1,3,4,6,7,10,11,12,13,15,18,21,33,34,35,37,40,53,55,56,61,62,67,68,69,72,78,82,83,84,87,91,92,93,94,95,96,97,99,100,101,102,105,106,111,112,117,123,125,127,128,129,130,136,137,138,143,146,149,150,151,152,153,154,155,156,160,161,162,169,170,171,174,177,182,183,185,188,190,192,195,200,201],performac:59,period:[21,28,150,161,177],peripher:106,perm:137,permiss:177,permit:[125,167,170],permut:[137,152,161,162],persist:35,person:[21,22,106,178],perspect:[167,170],pertain:21,pertin:170,petalinux:[63,177],pf:35,phase:[6,13,46,76,83,155,160,161,170,182,183,185,188,196,199],philosophi:[15,174],phone:[91,99,101,159],physic:[3,6,16,22,23,32,36,70,71,102,104,105,109,110,112,144,158,174,177],pi:[12,15,24,59,73,74,91,99,101,192],pi_cl:143,pi_class:143,pic:134,pick:[6,9,21,26,27,33,55,64,72,84,98,99,100,101,105,106,110,111,137,148,183,190,196,199],pick_best:[64,99,100,101,137],pickl:[114,137,138],pickle_memo:142,pictur:[12,13],pid:66,piec:[9,11,18,21,39,64,112,148,155,172],piecewis:153,pil:[42,44,45,46,47,48,49,50,64,66,67,68,70,71,106,107,109,191,201],pillow:[45,46,63,106,107,178,201],ping:21,pip3:[63,98,99,100,101,132,177,178,190,201],pip:[0,28,42,43,44,45,46,47,48,49,50,64,69,71,104,105,106,107,108,109,110,111,112,114,119,132,133,201,203],pipe:110,pipe_config:118,pipelin:[1,6,12,19,37,53,58,78,115,116,120,143,161,170,173,177,183,197],pipeline_executor:118,pipeline_executor_build:118,pipeline_mod_factori:118,pipeline_modul:118,pipelineconfig:118,pitfal:9,pixel:[82,111,151,153,162],pjreddi:[43,178],pkg:132,pkg_path:65,pkl:114,pkl_file:114,pl:[13,63],place:[5,10,11,13,15,19,21,24,29,32,33,34,36,39,55,57,76,83,87,106,107,111,136,138,152,153,160,161,162,169,172,177,178,188,191],placehold:[2,7,15,35,37,58,76,82,83,84,90,91,92,93,94,95,98,117,120,122,123,124,125,127,128,129,136,137,138,139,143,148,160,161,162,164,170,182,183,185,189,190,192,195,199,200,203],placeholder1:203,placeholder_10:95,placeholder_11:95,placeholder_12:95,placeholder_13:95,placeholder_14:95,placeholder_1:[95,195],placeholder_2:[95,195],placeholder_3:[95,195],placeholder_4:95,placeholder_5:95,placeholder_6:95,placeholder_7:95,placeholder_8:95,placeholder_9:95,placeholder_shar:195,placeholder_shared_1:195,placeholderop:[7,136,160],placement:21,plai:[78,119,158],plain:[17,102,162],plaintext:19,plan:[6,106,107,137,161],plan_siz:137,planandupdatebufferallocationloc:161,planar:56,plandevic:155,plane:137,planner:9,platform:[6,10,11,19,21,28,36,38,43,55,56,57,58,59,63,66,71,72,73,75,87,88,96,103,104,105,106,107,109,110,112,122,132,138,145,148,152,169,177,188,189,191,192,194,196,199,201],platinum:102,pleas:[4,6,7,12,13,17,18,21,22,24,25,28,29,32,34,36,39,42,43,44,45,46,48,49,50,53,62,63,64,65,66,67,68,69,70,71,78,79,83,84,93,107,114,119,129,138,140,146,150,152,153,161,162,167,178,191,201],plenti:98,plevel:[14,143,148],plotter:138,plt:[43,44,45,46,50,64,111,178],plu:[10,28,145,161,170],plug:[12,63,78,95],plugin:[6,158,177],pmc:[21,23,29],png:[42,44,45,46,47,48,50,64,66,67,68,70,109,111,191,201],pod:[6,120,161],point2knob:137,point:[3,5,7,9,12,13,29,34,53,55,62,63,70,75,91,106,111,127,132,136,137,141,143,151,152,153,159,160,161,162,166,167,169,170,174,177,182,183,185,196,199,202],pointer:[3,6,18,35,60,95,120,128,143,161,162,166,167,170,174,200,203],pointertyp:143,pointervaluetyperewrit:161,pointwise_channel:154,polici:[6,14,21,28,84,90,95,98,136,137,189,190,199],polish:21,pollut:164,polyhedra:40,polymorph:[13,155,165,170],ponit:53,pool1d:162,pool2d:162,pool3d:162,pool:[14,18,35,55,134,143,152,153,156,162,174,182],pool_grad:162,pool_info_properti:143,pool_max:[92,94],pool_nam:143,pool_siz:[55,65,79,153,197],pool_typ:162,pooled_s:156,poolinfo:143,poolinfoproperti:143,poor:[95,155],poorli:111,pop:[26,79,143,177],pop_siz:[64,99,100,101,102,137,191],pop_trac:143,popcount:[5,160,161,164],popen:157,popensess:157,popul:[7,10,34,111,136,155],popular:[12,191],port:[9,10,36,53,55,63,64,65,66,67,68,91,93,99,100,101,107,131,136,137,154,157,174,177,182,183,185,188,192,202],port_end:157,port_numb:202,portabl:[9,60,67,68,111,172,190],portion:[167,170,182,188,199],posit:[2,6,24,33,53,60,137,138,152,155,156,157,158,160,161,162,182,183,188,199],posites2:150,posix:110,posix_popen_serv:157,posixpath:106,possibl:[3,6,7,11,12,15,19,20,21,24,25,28,34,53,56,59,60,61,62,72,107,117,119,123,124,132,136,137,138,143,148,149,152,153,155,157,161,162,166,167,168,170,190,199,200,202],post:[19,27,39,70,76,132,138,144,147,149,155,160,161,166,176,191],post_order_visit:[76,79,147,161],post_tun:144,postord:161,postproc:144,postprocess:[36,161,201],postprocessor:144,potenti:[20,21,23,34,63,132,144,161,199,202],pow:[1,4,161],power2:137,power:[5,6,12,36,53,55,62,63,107,111,114,134,137,152,160,161,162,164,166,170,173,177,199],pprint:79,pr:[1,9,19,20,21,22,26,28,29,30,33,61,169],practic:[9,21,23,24,35,53,90,91,92,93,94,95,98,111,189,190,201],practition:165,pragma:[9,90,98,128,160,161,174,182,183,185,188,189],pragma_dma_copi:182,pragma_import_llvm:128,pragma_kei:161,pragma_scop:160,pragma_typ:160,pragma_valu:160,prc:36,pre:[6,29,35,53,55,70,71,76,79,91,92,93,94,99,100,101,102,131,132,133,136,137,138,141,144,149,152,153,155,159,160,161,166,167,168,169,177,178,182,183,185,188,191,196,197],pre_comput:162,pre_order_visit:161,pre_tun:144,prebuilt:[53,55,65,177],preced:173,precis:[13,20,62,63,83,102,153,154,155,162,174],precompil:9,precomput:[161,162],precondit:161,pred:114,predefin:[53,143],predic:[137,160,161,174],predict:[42,44,45,47,48,49,50,61,66,67,68,71,84,91,92,93,94,109,110,136,137,144,153,156,162,190,191,201],predict_net:150,predict_stag:136,prefer:[1,20,25,28,32,35,91,92,93,94,134,148,155,158],prefetch:[9,160,161],prefix:[13,25,63,64,95,99,100,101,102,132,137,154,155,158,160,162,167,191],preliminari:[5,160,164],preload:61,preloadcustomsketchrul:[95,136],preloadmeasuredst:[90,136,189],prelu:[153,162],prelud:[152,154,166],preorder:161,prepapr:73,prepar:[27,28,36,59,70,106,144,148,155,174,178,193,200],prepare_param:114,prepare_test_lib:57,prepend:152,preper:72,preprint:154,preprocess:[36,44,45,48,49,50,63,64,70,109,111,114,158,162,201],preprocess_input:44,preprocessor:174,prequant:[73,74],prerequisit:[12,50,53,71,161],presenc:[1,9],present:[9,11,18,28,32,33,106,134,136,150,158,161,162,164,166,170,174,177,191,201],preserv:[7,76,150,152,161],preserve_pytorch_scop:150,preserve_unit_it:161,preserve_unit_loop:161,press:106,presum:[9,22],pretrain:[56,59,62,69,73,74,109,111,114,150,179,180,181],pretti:[35,90,111,149,152,155,167,189],pretty_print:[149,152],prev_shap:[152,162],prevent:[1,23,111,152,174,177],previou:[1,7,9,18,21,27,29,32,35,53,91,92,93,94,120,122,124,137,147,152,153,162,167,170,177,190,191,199,201],previous:[2,3,7,9,18,107,167,190,191,201,202],prim:148,prim_func:[76,83,84,90,123,124,125,128,129,148,160,161,182,183,185,188,189,195,199,200],prim_func_pass:[76,161],primal:161,primari:[3,6,11,34,53,72,161,166],primarili:[6,18,19,37,72,155],prime:177,primexpr:[136,143,149,151,160,161,162],primexprwithop:[160,161],primfn:95,primfunc:[6,12,139,144,148,160,161],primfuncnod:161,primfuncpass:[78,161],primit:[6,12,15,18,37,40,56,76,78,83,98,121,123,124,126,127,128,143,147,148,155,161,162,167,168,182,183,185,188,195,196,200],primtyp:143,principl:[21,24,27,174],print0:29,print:[6,7,12,13,15,28,30,34,42,43,44,45,47,48,49,50,53,61,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,118,120,122,123,124,125,128,129,136,138,143,144,147,149,152,155,158,159,160,161,167,169,178,182,183,185,188,189,190,191,192,195,197,199,200,201,202,203],print_after_pass_nam:143,print_before_pass_nam:143,print_best:[90,136,189],print_for_debug:136,print_funct:[120,122,123,124,125,128,129,178,182,183,185,188],print_line_numb:158,print_mod:[90,136],print_python_code_from_st:136,print_tuning_statist:144,print_var:147,printaft:12,printafteral:143,printbeforeal:143,printer:[148,161],printf:107,printir:[12,78,143],printirbefor:12,println:111,printtableinfo:136,printvisitor:34,prior:[3,24,28,63,136,156,161,174],prior_record:202,priorbox:156,priorit:[0,91,92,93,94],prioriti:[14,53,64,66,136,137,143,155,157],privat:[8,12,17,22,29,34,35,56,161],privileg:[107,177],pro:[91,99,101],proactiv:28,prob:161,probabl:[67,68,106,111,137,153,156,161,191,201],problem:[1,6,13,15,17,19,21,22,24,28,36,39,53,95,122,123,129,137,145,166,167,170,172,203],proc:[64,65,66,199],proce:[3,29,149,160,161],procedur:[6,12,20,28,34,36,129,167,174,196,202],proceed:[63,64],process:[1,2,3,4,6,7,9,10,11,17,19,20,21,22,24,27,28,34,35,36,37,40,42,43,53,61,63,64,66,83,84,90,91,92,93,94,95,99,100,101,110,111,112,132,136,137,144,155,157,162,166,169,174,177,182,188,190,191,196,199,203],process_param:155,processgraphdefparam:49,processmoduleblob:8,processor:[53,59,61,63,84,87,111,132,141,161,172,174,191,196,199,201,202],prod:[4,29,33,62,152,153,162,170],produc:[2,7,9,10,11,18,24,32,33,34,53,59,65,72,99,100,101,105,110,117,128,136,146,149,151,153,154,155,158,160,161,166,167,170,174,177,182,188,190,191,196,199,201],producerload:161,producerr:161,producerstor:161,product:[9,12,17,18,23,30,33,53,70,71,72,98,123,152,156,161,162,177,182,190,191,196],profil:[12,15,18,70,79,80,143,144,148,158,161,191,199,201],profile_all_align:118,profiler_vm:87,profileresult:158,profit:155,program:[6,7,9,10,12,13,15,18,24,33,34,35,62,67,68,83,84,87,91,92,93,94,95,98,99,100,101,102,112,125,136,137,138,139,143,147,148,150,154,155,157,158,159,160,161,163,165,166,167,169,170,171,174,177,178,182,183,185,190,192,196,199],program_cost_model:[94,95,136],program_fpga:[163,177,178,182,183,185,188],program_or_lay:150,programbuild:136,programm:[82,83,107,130],programmat:12,programrunn:136,progress:[14,21,29,30,99,100,101,102,137,177,191,201,202],progress_bar:[64,99,100,101,102,105,137,191],proj:162,proj_dim:162,projec:10,project:[6,9,11,21,23,24,27,28,55,57,59,105,110,132,145,146,162,170,177,193,194,196],project_api:10,project_dir:[10,145],project_opt:[104,105,108,109,110,145],project_tar_path:108,project_typ:[104,105,108,110,111,112],projectapihand:10,projectapihandl:10,prolog:170,promis:[21,84,137],promot:[19,21,23,27,30,152,161],promote_dtyp:161,promote_dtype_str:161,prone:[99,100,101],proof:9,propag:[0,34,72,79,134],propboundtoinput:7,proper:[28,30,35,48,69,110,153,155],properli:[7,18,19,33,50,111,166,177],properti:[1,3,6,7,10,30,53,60,106,137,138,143,146,147,152,155,158,159,160,161,162,167,169,170,203],propos:[21,22,23,25,137,156,169,190],proposit:20,proprietori:[64,65],protect:[29,90,92],protobuf:[4,49,150],protocol:[18,37,110,137,145],prototxt:150,prototyp:[0,12,13,15,169,174,176,182,188,199],provd:138,prove:111,proven:24,provi:155,provid:[2,3,4,6,9,10,11,12,13,14,15,18,21,22,23,24,28,29,30,32,33,34,35,36,37,40,42,44,46,47,50,53,55,56,57,61,62,63,64,66,71,72,76,78,79,82,83,84,87,90,92,95,96,98,99,100,101,104,107,110,112,117,119,120,122,123,124,125,128,131,132,136,137,138,143,149,150,151,152,153,154,155,158,160,161,162,163,165,166,167,168,169,170,173,174,177,178,182,183,185,188,190,191,192,193,195,196,199,201,202,203],proxi:157,proxy_server_kei:157,proxy_server_port:157,proxy_server_url:157,prune:[73,74,144,197],prunebert:72,pseudo:[7,117,174,185,190],pseudocod:161,pssed:[161,162],psutil:[98,99,100,101,107,132,190],pt_inp:70,pt_result:70,pt_tensor:70,pt_top3_label:70,pth:[48,69,70,109],ptr:161,ptr_type:161,ptress:161,ptx:[37,138,161,199],ptx_arrive_barri:161,ptx_arrive_barrier_expect_tx:161,ptx_commit_group:161,ptx_cp_async:161,ptx_cp_async_barri:161,ptx_cp_async_bulk:161,ptx_init_barrier_thread_count:161,ptx_ldmatrix:161,ptx_mma:161,ptx_mma_sp:161,ptx_wait_barri:161,ptx_wait_group:161,ptype:[12,161],publicli:111,publish:[17,29],pull:[1,19,20,21,23,24,26,27,29,87,132],pure:[12,36,122,155,161,167,169,199],purg:132,purpos:[6,7,11,12,14,15,16,37,63,72,78,91,92,93,94,110,128,131,134,138,141,155,160,161,167,170,182,188,196,200],pursu:177,push:[19,27,28,29,35,53,62,64,130,143,174],push_back:[7,35],push_trac:143,pushd:29,put:[6,7,12,13,25,26,28,35,36,46,60,76,79,119,127,128,129,153,170,183,199],pw:177,pwd:[28,36,50,66],px:58,px_quant_siz:63,py3:[45,48,64,67,68,69,70,109,111,114],py:[5,7,10,12,14,18,20,24,25,26,28,29,33,36,37,42,43,44,45,46,47,48,49,50,52,53,55,57,58,60,62,63,64,65,66,67,68,69,70,71,72,74,76,77,78,79,82,83,84,85,89,90,91,92,93,94,95,97,98,99,100,101,102,104,105,106,107,108,109,110,111,112,113,114,116,117,118,119,120,122,123,124,125,126,127,128,129,132,134,137,144,145,151,153,154,155,161,169,174,177,178,180,182,183,185,186,187,188,189,190,191,192,194,195,196,197,198,199,200,201,202,203],pybind11:132,pyc:[28,104],pyfunc:[152,160],pygment:158,pylint:20,pynq:[173,176,178,182,183,185,188],pynq_rpc:177,pynq_sampl:177,pypi:47,pyplot:[43,44,45,46,50,64,111,178],pyrunn:144,pyseri:[104,105,106,108,109,110,112],pytest:[19,20,28,32],python2:[98,99,100,101,177,178],python3:[10,29,30,36,45,48,53,61,63,64,66,67,68,69,70,91,92,93,94,104,105,108,109,110,111,112,114,132,177],python:[1,3,5,6,13,14,15,19,21,25,27,30,31,34,35,36,37,42,43,44,45,46,47,48,49,50,51,55,58,59,62,63,64,65,66,67,68,69,70,71,72,76,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,111,114,117,118,119,122,123,124,125,127,128,129,130,133,136,137,138,140,143,145,148,150,152,154,157,158,159,160,161,163,164,166,167,168,169,170,178,182,183,185,188,189,190,192,193,194,195,196,197,198,199,200,201,203],pythonpath:[28,36,50,53,66,67,68,112,132,177,192,201],pythran:132,pyton:14,pytorch:[12,45,46,51,52,53,68,73,74,78,91,92,93,94,103,113,132,138,150,152,162,196,202],pytorch_half_pixel:[151,162],pyxir:63,q:[19,111,152,153,155,161,162],q_:161,q_multiply_shift:161,q_multiply_shift_per_axi:161,qat:155,qbase:107,qconfig:[70,107,178],qemu32:112,qemu:[110,112,172],qemu_x86:[104,112],qfloat:159,qmobilenet:70,qmodel:70,qnn:[6,55,71,150,155,162],qnn_conv2d_alter_layout:162,qnn_dense_alter_layout:162,qnn_requantize_alter_layout:162,qpf:177,qq:111,qread:107,qsize:107,qualcomm:53,qualifi:[150,155],qualiti:[23,27,28],quant_max:70,quant_min:70,quant_output_scal:108,quant_output_zero_point:108,quantifi:111,quantiti:18,quantiz:[6,9,61,63,108,109,128,143,147,150,153,155,162,169,178,182],quantization_paramet:108,quantize_conv_bias_mkldnn_from_var:150,quantize_model:70,quantized_model:111,quantized_model_path:111,quantizeinput:162,quartus_rootdir:177,quartuslitesetup:177,queri:[3,6,16,17,35,36,37,53,59,66,90,91,92,93,94,95,98,99,100,101,136,137,144,148,158,161,166,167,189,190,192],query_import:158,query_ir_modul:144,query_rpc_track:[36,64,66,91,99,100,101],query_schedul:144,query_tuning_record:144,question:[17,20,22,24,80,83],queu:3,queue:[3,36,53,64,66,91,99,100,101,107,153,162,174],quick:[13,15,44,45,47,48,53,63,64,69,111,119,158,160,161,177,182,188,190,193,198,199],quickli:[6,9,12,13,21,23,28,29,37,53,111,127,133,136,194],quit:[13,15,18,28,59,72,111,123,169],r1:50,r:[33,35,61,63,72,83,103,104,105,106,108,110,112,113,114,128,131,141,158,161,170,191,201],r_0:162,r_1:162,r_:162,r_a:[92,94],r_b:[92,94],r_k:162,race:161,radeon:199,radford:154,radiat:[191,201],rag:171,rais:[1,9,12,16,27,43,50,64,71,79,91,92,93,94,99,100,101,102,120,130,137,138,140,143,144,145,152,155,159,161,162,169,178,191,199],raise_error:137,ram:[106,111,174],rama:[53,64,65],ramp:[95,161],ran:[19,157],rand:[84,87,105,137,152,199],rand_stat:144,rand_var:161,rand_var_or_sref:161,rand_var_or_stmt:161,randint:[138,182,183,185,188],randn:[45,48,64,67,68,95,109,164],random:[37,53,55,56,58,62,64,65,69,72,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,105,111,117,118,120,123,124,128,136,137,142,144,152,154,161,162,164,182,183,185,188,189,190,191,192,195,197,199],random_bsr_matrix:[72,95],random_len:154,random_param:[91,94],random_sparse_bert_param:72,random_walk:137,randomli:[9,72,105,111,136,182,183,185,188],randommodel:[136,144],randomtun:[64,99,100,101,102,137,190,191],rang:[4,6,7,9,14,30,43,63,70,71,72,76,83,84,107,108,111,114,123,124,125,127,128,129,137,141,143,152,153,156,160,161,162,164,166,174,178,182,183,185,188,189,190,191,195,199,200,201],range_idx:137,range_length:[98,137,190],rangenod:7,rank:[4,9,18,64,99,100,101,102,136,137,152,161,162,167,174,191,201],rapese:49,rapidli:6,rare:[21,143,157],rasp3b:[68,137],rasp4b:91,rasp:159,raspberri:[15,24,59,73,74,91,99,101,159,192],rate:[84,106,111,151,153,162,174,185,199],rather:[9,10,18,33,53,69,72,84,104,106,109,145,147,148,150,151,152,161,162,166,167,169,174],ratio:[111,156],rational:28,raw:[0,42,43,44,45,46,47,48,49,50,61,64,66,67,68,69,70,71,76,104,106,107,108,109,110,111,112,137,144,156,161,162,174,178,191,201,202],raw_data:98,raw_path:107,rb:[2,49,50,71,72,104,106,108,110],rbf:177,rc0:29,rc1:29,rc2:29,rc:[29,82,90,92,93,94,98,117],rc_outer:195,rc_outer_out:90,rci:[82,98],rcm:98,rcnn:69,rco:[82,98],rcom:132,rdom:161,re:[0,7,19,20,29,33,34,35,46,84,90,91,107,111,132,136,146,153,160,161,162,174,177,182,183,185,188,189,191,196,199,201],re_data:[152,162],re_output:[152,162],reach:[20,23,25,37,130,137,166,170],read:[1,2,6,8,10,11,19,27,35,42,44,49,50,53,62,64,66,67,68,70,71,72,76,91,92,94,104,106,108,110,111,112,119,131,136,138,143,145,152,160,161,172,174,176,182,183,185,188,191,200,201],read_bandwidth_bytes_per_cycl:143,read_buffer_index:161,read_latency_cycl:143,read_lin:136,read_transport:10,readabl:[21,23,24,25,27,49,84,125,127,140,144,158,191,195,199,201],reader:[13,20,24,71,76,136,160,174],readi:[5,23,35,64,84,90,95,153,174,177,182,188,189,193,198,199],readlin:[43,45,47,48,50,107,109,178],readm:[0,24,66,91,99,101],real:[12,18,24,35,36,53,64,65,66,67,68,72,104,110,125,137,143,150,152,155,160,162,190,191,192,201],realdiv:4,realiti:111,realiz:[7,12,72,161],realli:[20,36,111],rearrang:156,reason:[7,13,19,20,23,25,34,35,53,55,70,78,107,153,155,162,166,170,173,191,201],rebas:[7,26,28,160],reboot:[132,177],rebuild:[19,28,63,132,136,177],rebuilt:62,recal:[7,33,35,190,199,201],recalcul:155,recast:155,receiv:[2,10,12,21,106,107,145,161,166,174],recent:[18,19,25,27,28,29,39,90,91,92,93,94,95,98,99,100,101,102,132,134,161,189,190],recept:156,reciev:161,recip:[40,132,195],reciproc:[21,156,160,161],recogn:[20,23,33,55,112,140,159],recognit:[111,154],recombin:46,recommend:[12,14,17,18,20,24,25,27,29,32,33,55,56,58,59,66,69,70,83,87,90,91,92,93,94,98,99,100,101,102,106,111,112,122,124,132,137,140,155,161,169,172,177,183,185,190,191,192,194,201],recomput:161,reconfig_runtim:[163,178,182,183,185,188],reconfig_start:178,reconfig_tim:178,reconfigur:[163,178,182,183,185,188],reconstruct:[8,9,20,137,152,161],record:[0,6,8,20,35,53,64,69,79,91,92,93,94,95,98,99,100,101,102,136,142,143,144,190,191,196,201,202],record_fil:98,recordread:136,recordtofil:[90,91,92,93,94,95,136,189],recov:[8,27,35,162],recover_measure_input:136,recreat:199,rectangular:7,rectifi:[153,183,185],recur:21,recurisv:147,recurr:[40,121,126,166],recurs:[6,13,15,18,29,34,35,59,63,66,67,68,76,131,132,134,143,147,152,161,165,167,169,170,171,177,192],red:[19,64,138,177],red_buf0:123,redirect:[149,158],redirect_to:149,redo:15,reduc:[1,7,9,28,53,62,63,72,82,84,91,92,93,94,98,104,108,111,121,123,126,132,136,152,153,155,160,161,162,174,178,182,188,190,195],reduce_axi:[7,82,83,84,90,98,123,128,129,136,137,160,161,182,183,185,188,189,190,195,199],reduce_h:91,reduce_init:160,reduce_rang:70,reduce_reset:128,reduce_scop:195,reduce_temp0:195,reduce_temp0_1:195,reduce_temp0_2:195,reduce_upd:[128,160],reduce_w:91,reducebranchingthroughovercomput:161,reduct:[14,82,83,84,98,121,126,136,137,152,153,160,161,162,168,169,182,183,185,199],redund:[28,161],ref:[24,29,34,35,152,190],ref_count:147,ref_log:137,refcreat:152,refer:[0,1,4,5,6,7,9,10,12,13,15,18,20,21,25,29,34,35,36,42,44,45,46,47,48,49,50,53,54,55,59,61,63,65,69,70,72,78,79,83,93,98,100,114,119,124,129,134,135,137,138,140,143,146,147,148,150,151,152,153,154,155,159,160,161,162,166,167,170,171,174,177,182,188,191,199,201,202],referenc:[13,15,155,167],referenti:143,refit:137,reflect:[6,7,11,15,28,37,56,84,132,151,153,158,161,162,174,199],reflog:26,reformat:28,refread:152,refresh:[76,106],reftyp:152,refvalu:148,refwrit:152,reg:[1,64,99,100,101,102,137,191],regard:[21,28,137,154,161,164,169,173,177,190],regardless:[152,155,156,158,199],regener:[106,161],regex:143,region:[7,20,43,61,82,147,151,153,155,160,161,162],region_begin_op:147,region_cov:161,region_end_op:147,regioncfg0:107,regioncfg1:107,regioncfg2:107,regioncfg3:107,regioncfg4:107,regioncfg5:107,regioncfg6:107,regioncfg7:107,regist:[3,6,12,15,18,25,33,37,53,55,60,62,64,79,82,83,95,100,107,120,122,136,137,140,143,144,149,155,157,158,159,161,167,174,177,182,188,197,203],register_broadcast_schedul:14,register_comput:33,register_convert_op_layout:1,register_df_nod:149,register_error:140,register_extens:60,register_func:[120,157,158],register_gradi:33,register_injective_schedul:14,register_intrin_low:[122,143],register_object:[12,37,144],register_op_attr:[122,143],register_reduce_schedul:14,register_relay_nod:12,register_schedul:14,register_shape_func:33,register_strategi:[14,33],register_task_input_check_func:136,register_topi_comput:137,register_topi_schedul:137,register_workload:[90,95,136,189],registers_per_block:67,registor:161,registr:[1,33,34,35,60,122,137,159,177],registri:[3,6,9,12,15,33,35,37,136,143,159,161,167],regnam:18,regress:[0,72,98,102,137,156],regular:[17,21,53,56,61,62,72,134,156,162,169,176,199],regular_non_max_suppress:156,regularli:28,reimport:72,reindex:161,reindex_block:161,reindex_cache_read:161,reindex_cache_writ:161,reinterpret:[152,161,162,195],reinterpret_cast:8,reinvent:21,reject:[166,170],rel:[9,11,18,21,30,32,34,35,63,132,137,138,154,157,169,170],rel_nam:143,relai:[1,2,8,9,11,12,31,35,37,53,54,59,61,63,65,67,68,71,80,87,91,92,93,94,99,100,101,102,104,105,106,108,109,110,111,116,132,136,137,138,139,141,142,143,145,161,162,178,181,196,199,201,202,203],relat:[6,7,12,15,17,18,19,21,22,28,34,49,53,56,59,64,132,136,137,143,151,153,156,157,161,165,176,199],relationship:[6,8,9,35,36,127,161,169,170],relax:[7,9,143,158,174],relax_prefix:158,relax_set:7,relay_fil:72,relay_func:148,relay_func_typ:161,relay_mod:[79,104,105,106,108,109,138,143],relay_opt_level:0,relay_param:[72,79,119,138],relay_quick_start:[197,198],relay_register_op:33,relay_viz:[119,142],relaycallnodediff:79,relayexpr:[138,143,149,152,153,154,161,162],relaynod:12,relayreftyp:[143,152],relaytotir:155,relayvisu:[119,138],releas:[4,9,17,23,27,28,36,44,45,53,55,63,64,66,70,99,100,101,104,105,106,107,108,110,112,131,132,133,138,145,146,158,170,176],relev:[1,7,9,15,19,21,24,28,29,167,201],reli:[9,12,17,18,19,34,59,78,79,90,91,92,93,94,98,106,150,155,174,183,185,189,201],reliabl:24,relink:[158,192],relocat:138,relpath:[8,63,64,65,66,67,68,91,93,99,101,128,138,178,182,183,185,188,192,197,199],relu0:2,relu0_nchw8c:2,relu1_nchw8c:2,relu2_nchw2c:2,relu6:4,relu:[1,4,6,25,55,56,62,65,79,90,95,114,117,118,153,154,162,166,169,195,197],relu_cel:166,remain:[3,4,7,9,152,158,162,170,199],remaind:[7,20,152,160,161,196],remaining_shap:[153,162],remap:[143,160,161],remark:[21,55,56,62],remedi:34,rememb:[21,22,23,28,29,35,150,199],remind:28,remor:53,remot:[6,9,20,24,26,28,36,53,55,70,91,93,99,101,112,136,137,140,141,145,157,158,163,177,182,183,185,188,191,196,201],remote_path:64,remov:[1,9,12,13,16,21,28,29,45,46,48,62,63,64,67,68,69,70,71,99,100,101,105,107,109,111,114,136,137,138,143,145,152,155,157,158,161,162,177,201],remove_attribut:4,remove_devic:4,remove_index_check:136,remove_no_mac_subgraph:62,remove_nod:4,remove_rv:161,removeassum:161,removenoop:161,removestoreundef:161,removeununsedfunct:1,removeunusedfunct:[1,155],removeweightlayoutrewriteblock:161,ren:154,renam:[106,111,150,162],render:[28,53,79,138,140,143,167,191,201],render_kwarg:138,renew_def:161,renorm:161,renormalizesplitpattern:161,reorder:[37,56,82,83,84,90,95,98,128,137,160,161,164,167,174,182,183,185,189,190,199,200],reorder_block_iter_var:161,reorderd:164,reorderent:137,reorderspac:137,reorg:156,reorganis:156,rep:[152,162,178],repeat:[0,7,24,53,64,65,66,70,71,72,90,91,92,93,94,98,99,100,101,102,105,136,137,141,152,158,161,162,178,191,201],repeatedli:[141,167,199],repeats_to_cooldown:[141,158],repetit:[152,162,191,201],repl:195,replac:[4,7,12,23,29,34,35,71,72,78,83,91,92,93,94,95,99,100,101,102,104,109,111,117,128,131,134,137,148,149,150,152,155,161,162,167,169,170,189,192,195,201],replaceconst:78,replai:144,repli:10,replic:28,repo:[15,19,26,28,29,30,59,63,84,131,132],repo_bas:[49,71],repo_url:[43,178],report:[12,25,28,29,32,33,34,64,87,98,137,140,141,143,152,157,158,176,177,201],report_runtim:72,reportedli:131,repositori:[19,24,29,36,37,104,106,108,132,177,199],repostitori:24,repres:[3,6,7,8,9,12,13,15,18,33,35,37,53,55,70,111,125,127,138,143,147,148,150,152,153,154,156,158,159,160,161,162,165,166,167,168,170,182,188,196,199,201],represent:[3,6,9,13,33,40,53,55,56,61,70,72,111,114,117,137,138,145,148,150,152,153,154,155,158,159,161,162,165,170,196,199,201,202],representative_dataset:111,reproduc:[0,28,39,166],reproduct:0,reprsent:161,repsect:14,repsent:162,requant:[55,70,71,162],request:[1,7,19,23,24,26,27,29,36,64,66,93,111,131,136,137,145,157,161],request_and_run:157,request_hook:20,request_remot:[91,93,99,101,178],requestor:174,requir:[3,7,8,9,12,14,15,16,18,19,22,24,26,28,29,33,35,36,37,44,48,53,54,55,56,59,62,64,65,66,69,70,78,84,90,91,92,93,94,99,100,101,104,105,106,107,108,110,111,112,125,128,129,132,136,137,138,139,140,143,148,149,150,152,153,155,158,159,160,161,162,164,165,167,169,170,172,174,182,183,188,189,190,191,196,199,201,202,203],require_typ:[149,169],required_pass:[12,143,152,155],requiredbycondit:161,requires_cuda:[20,32],requires_gpu:32,requires_grad_:69,requires_runtim:32,requisit:[53,132,137],res_1:[183,185],res_conv:183,res_conv_1:183,res_conv_2:183,res_conv_3:183,res_conv_4:183,res_gem:185,res_gem_1:185,res_gem_2:185,res_gem_3:185,res_gem_4:185,res_gemm:185,res_max:[183,185],res_min:[183,185],res_mod:[12,155],res_nd:[183,185],res_ref:[183,185],res_shr:[183,185],resampl:[45,46],rescal:[111,153],research:[6,13,15,50,130,165,171],reserv:[29,107,158],reset:[27,107,137,143,153],reset_attr:143,reshap:[4,43,55,61,62,71,111,114,152,153,155,161,162,178,182,183,185,188,191],reshape1:2,reshape_lik:152,resid:24,residu:[9,154],residual_unit:154,resiz:[35,42,44,45,46,47,48,49,50,64,66,67,68,69,70,71,107,109,111,151,153,161,162,191,201],resize1d:[151,162],resize2d:[151,162],resize3d:[151,162],resize_cache_index:161,resizebicub:4,resizebilinear:4,resized_imag:[50,107,191,201],resizenearestneighbor:4,resnet100:0,resnet18:[6,8,45,48,64,67,68],resnet18_lib:8,resnet18_mod:8,resnet18_model:45,resnet18_param:8,resnet18_v1:62,resnet18_weight:[48,64,67,68],resnet3d:[91,92,93,94],resnet50:[44,53,191,201,202],resnet50_keras_new:44,resnet50_keras_old:44,resnet50_weights_tf_dim_ordering_tf_kernel:[44,65],resnet:[0,4,8,44,45,59,64,65,67,68,79,90,91,92,93,94,98,99,100,101,102,138,154,183,191,197,202],resolut:[21,46,151,162],resolv:[9,12,27,36,78,107,137,143],resort:161,resourc:[27,36,59,91,92,93,94,106,107,136,144,145,157,161,174,176,177,183,185,192],resource_handl:110,respap:111,respect:[1,7,8,12,18,27,33,63,78,104,106,151,152,153,156,161,162,165,167,174,182,185],respectfulli:21,respond:21,respons:[7,19,21,23,28,29,37,82,136,153,161,162],rest:[1,7,14,18,22,35,37,55,56,61,62,70,72,108,117,120,127,152,166,177],restart:29,restor:[8,35,136],restrict:[1,8,10,11,15,24,32,53,117,122,137,143,161,167,182,183,188],restructuredtext:24,result:[1,2,6,7,9,11,12,13,15,18,21,22,24,29,32,33,34,35,36,37,39,42,45,48,49,53,55,64,65,66,67,68,72,76,79,84,90,92,95,98,99,100,101,102,104,106,107,109,110,118,123,124,125,128,132,136,137,138,139,141,143,144,147,148,149,151,152,153,154,155,156,157,158,159,160,161,162,166,167,169,171,174,178,183,185,189,190,191,195,197,199,200,201,203],result_:34,result_data:111,resum:[18,90,91,92,93,94,95,136,189],resume_search:[90,189],ret:[1,72,79,95,137,138,139,146,147,148,152,155,156,161,162],ret_list:138,ret_typ:[143,152,161,162,170],retain:[28,46,150,155],rethink:154,retrain:72,retri:157,retriev:[12,35,137,143,144,161,167,170],retriv:161,return_count:[152,162],return_curr:143,return_indic:156,return_unexpect:161,reult:18,reus:[13,14,15,18,21,40,82,114,136,137,138,153,155,157,160,161,162,202],reusch:105,reuse_addr:157,reuseabl:166,rev:[28,107],reveres:162,revers:[7,64,99,100,101,152,160,161,162],reverse_compute_at:161,reverse_compute_inlin:161,reverse_reshap:152,reverse_sequ:[152,162],reverse_topological_sort:7,reversev2:4,revert:[19,28],review:[6,7,19,20,22,24,27,28,29,171],revisit:[177,195,203],reward:22,rework:28,rewrit:[107,123,136,149,155,161,162],rewrite_compute_bodi:136,rewrite_for_pre_transform:136,rewrite_layout_from_st:136,rewrite_onc:[149,169],rewrite_tensor_shap:136,rewriteunsafeselect:161,rewritten:[12,123,136,149,160,161],rewritten_layout:136,rf:[28,29,63,123,161,195],rf_block:161,rfactor:[123,160,161],rfc:[22,23,24,25,110,136,155,203],rgb:[46,106,111,197],rh:[129,138,143,152,153,160,161,162],rhs_begin:152,rhs_end:152,rich:53,richer:24,right:[5,12,26,28,35,42,43,53,63,72,104,106,107,110,111,114,138,149,151,152,153,160,161,162,166,177,183,195,199],right_left:[152,162],right_right:[152,162],right_shift:[152,162],rightshift:4,risc:[18,159,172,174],riscv64:59,riscv_cpu:159,rjust:199,rk3399:[91,93,99,101,192],rlib:[64,66,67,68,91,99,101],rm:[28,29,63,104,105,108,110,112],rmap:7,rms_norm:162,rmse:136,rmtree:[108,111],rng:[143,191],rnn:[4,63,124,154,166],ro:[18,143],robin:[136,144],robust:[21,27],rocbla:[117,142],rocm:[72,100,117,141,142,157,158,159,199],rocm_link:138,rocm_path:132,roi:[151,156,162],roi_align:156,roi_head:69,roi_pool:156,role:[1,21,22,29,34,158],roll:[111,160,161],rollabl:161,rolling_buff:[160,161],root:[8,10,11,28,36,37,58,63,68,98,99,100,101,106,110,111,125,127,137,138,155,158,160,161,162,177,190,192,199,200,201],root_dir:36,root_iter_var:7,root_mark:161,root_mod:8,root_modul:8,rough:[91,92,93,94,201],roughli:[15,18,29,160,164,177],round:[4,111,136,144,151,152,155,158,160,161,162,164,200],round_for_shift:178,rounding_method:[151,162],rout:[34,174,177],routin:[55,162],row:[1,2,7,8,72,84,125,127,136,137,151,152,156,160,161,162,195,199],row_major:[83,161],row_offset:95,rp2040:111,rpc:[6,9,10,15,31,55,59,65,92,94,100,102,110,112,132,136,137,140,141,142,144,145,158,172,178,188,193,196,198,201,202],rpc_host:91,rpc_kei:[36,65,202],rpc_key0:36,rpc_key1:36,rpc_key2:36,rpc_port:91,rpc_proxi:36,rpc_proxy_ip:36,rpc_proxy_port:36,rpc_server:[36,67,68,91,99,100,101,192],rpc_tracker:[36,64,65,66,91,99,100,101,202],rpc_tracker_host:[64,65],rpc_tracker_ip:36,rpc_tracker_port:[36,64,65],rpcclientsess:157,rpcerror:140,rpcmodul:15,rpcrunner:[64,91,92,93,94,99,100,101,136,137],rpcserver:[67,68,177,192],rpcsession:[157,163],rpcsessiontimeouterror:140,rpctracker:[66,91,99,100,101],rpi3b:[99,101],rpm:62,rpn:156,rpn_min_siz:156,rpn_post_nms_top_n:156,rpn_pre_nms_top_n:156,rpt:177,rr:161,rs:161,rshift:162,rsqrt:[4,152,160,161,162,164],rss:161,rst:24,rstrip:[107,191,201],rt_mod:[70,71,139],rtmod:63,rto:[104,105,108,110,112,172],rtol:[84,90,95,98,117,120,123,128,154,189,190,195,199],rtvm:53,rtype1:24,rtype:[143,148,161],rule:[6,7,24,28,33,62,64,88,89,134,136,143,144,151,152,153,155,160,161,162,170,182,188,199],rule_nam:136,run:[0,1,2,3,5,6,7,9,10,11,12,15,18,19,20,21,24,28,29,30,34,36,37,39,42,43,44,45,46,47,48,49,50,53,55,56,57,59,61,62,66,67,68,69,71,76,78,79,82,83,84,87,91,92,93,94,98,99,100,101,102,103,104,106,108,109,110,111,113,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,138,141,143,144,145,147,148,149,150,152,153,154,155,157,158,161,162,166,167,169,170,172,177,178,183,185,190,191,194,195,196,199,203],run_after_pass:[12,79,143],run_as_python:154,run_before_pass:[12,78,79,143],run_cuda:199,run_dens:72,run_exampl:57,run_inference_on_imag:49,run_opencl:192,run_pass:12,run_relay_graph:72,run_spars:72,run_tflite_model:71,run_tun:[91,92,93,94],run_tvm:71,run_tvm_model:70,runafterpass:12,runbeforepass:12,runnabl:[9,10,32,37,136,158,192,199,200],runner:[64,90,91,92,93,94,98,99,100,101,102,105,108,132,136,137,144,190,191,203],runner_futur:144,runner_input:144,runner_result:144,runnerfutur:144,runnerinput:144,runnerpyrunn:144,runnerresult:144,runnertyp:144,runpass:12,runtim:[2,3,5,8,12,13,17,18,30,32,34,37,39,49,50,53,55,56,58,60,61,63,64,66,69,70,72,76,87,90,91,92,95,99,100,101,102,104,105,106,107,110,111,112,117,118,119,120,122,132,133,137,138,139,141,142,143,144,145,148,149,150,152,154,157,159,160,161,163,170,172,174,176,177,178,182,183,185,188,194,196,197,203],runtime_config:0,runtime_ctyp:[159,161],runtime_m:0,runtime_ms_mean:0,runtime_ms_std:0,runtime_raw:0,runtimeerror:[49,50,71,72,140],ruofei:84,rust:[6,196],rv0:[91,92,93,94,161],rv1:[24,91,92,93,94,138,161],rv2:138,rv64gc:159,rv:[15,35,37,160],rw:[143,161],rw_mask:161,rx:[82,90,92,93,94,98,127],rxi:98,rxm:98,rxo:98,ry:[82,90,92,93,94,98],ry_out:195,ry_outer_out:90,ryi:98,rym:98,ryo:98,ryzen:[99,100,101],s0:95,s1:[124,128,139],s1_1:124,s2:[124,139,166],s2b:155,s3:[0,20,29,58,107,191,201],s3_bucket:58,s3_dcp_kei:58,s3_logs_kei:58,s:[1,2,4,6,9,10,12,14,18,21,22,23,24,25,27,28,29,32,33,34,35,36,37,39,42,44,45,48,49,53,55,56,58,59,60,62,63,64,65,66,67,68,69,70,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,109,110,117,118,119,120,122,123,124,125,127,128,129,130,132,134,136,137,138,139,141,143,145,148,150,152,153,154,155,156,158,159,160,161,162,163,164,165,166,167,169,172,174,177,178,182,183,185,188,189,190,191,192,195,196,197,199,201,202,203],s_:[72,153],s_axilit:174,s_graph_opt:102,s_init1:124,s_init2:124,s_init:[124,160],s_orig:69,s_scan1:124,s_scan2:124,s_scan:124,s_state1:124,s_state2:124,s_state:[124,160],s_type:152,s_updat:[124,160],s_update1:124,s_update2:124,s_update_s1:124,s_update_s2:124,sa:137,sacrif:18,safe:[12,26,45,79,91,92,93,94,157,167,199],safeti:[136,166],sai:[7,26,91,92,93,94,153,166],said:[8,78],salient:176,same:[1,3,6,7,8,9,10,14,15,18,20,21,23,24,25,28,29,32,33,35,36,37,46,53,54,58,62,63,66,67,68,70,71,72,78,82,83,105,106,109,110,111,122,125,127,128,129,131,132,137,140,143,144,146,150,151,152,153,154,155,157,158,159,160,161,162,164,166,167,169,170,174,177,183,190,191,192,195,199,201,202,203],same_a:[34,143,146,161],sampl:[0,54,91,92,93,94,104,107,111,136,137,138,151,156,161,162,178],sample_categor:161,sample_compute_loc:161,sample_initial_popul:136,sample_int:137,sample_not_person:106,sample_not_person_path:106,sample_not_person_url:106,sample_partitioned_til:161,sample_path:104,sample_perfect_til:161,sample_person:106,sample_person_path:106,sample_person_url:106,sample_ratio:156,sample_simple_workload:136,sample_url:104,samples_dir:106,samples_to_show:111,samuel:[43,71],saniti:106,satisfi:[14,15,33,56,137,160,161,167,169,170,201],satur:161,save:[2,4,6,8,9,15,16,18,22,24,26,35,46,49,53,54,58,62,65,66,67,68,72,91,92,93,94,106,111,114,136,137,138,143,144,145,150,152,158,182,183,185,191,192,195,201],save_at_exit:138,save_json:[72,143],save_param_dict:[54,72,106,152,158],save_param_dict_to_fil:158,save_record:136,save_relai:72,saveabl:202,saver:49,saves_model:65,savetobinari:8,savez:201,scala:177,scalabl:[160,161,162],scalar:[18,45,152,153,156,160,161,162,167,170,174],scalar_input:160,scalar_param:160,scalar_typ:152,scale:[0,6,46,70,79,91,99,101,108,111,137,138,143,151,153,154,155,156,162,165,167,197],scale_d:[153,162],scale_factor:69,scale_h:[153,162],scale_shift_nchw:162,scale_shift_nchwc:162,scale_shift_nhwc:162,scale_w:[153,162],scaled_s:162,scan:[33,121,126,160,162],scan_1:124,scan_2:124,scan_3:124,scan_4:124,scan_5:124,scan_axi:[124,160],scan_idx:124,scan_op:124,scanop:[33,160,162],scanopattr:33,scanoprel:33,scatter:[72,152,162],scatter_el:[152,162],scatter_nd:[152,162],scenario:[1,55,158,161,169,174],scene:197,sch:[7,37,76,90,95,137,144,160,161,164,189,200],sched:9,scheduer:136,schedul:[1,6,7,12,14,18,33,37,53,62,66,71,76,80,82,84,89,96,98,99,100,101,102,105,106,107,120,126,134,136,137,139,143,144,159,160,161,162,164,174,178,192,193,196,198,200,202],schedule_argsort:162,schedule_conv2d_hwcn:127,schedule_conv2d_nchw:[14,195],schedule_conv2d_nchw_winograd:14,schedule_dense_cbla:14,schedule_extern:33,schedule_inject:139,schedule_nam:137,schedule_op:37,schedule_pool:14,schedule_pool_cpu:14,schedule_primit:[125,126,161],schedule_reduc:195,schedule_rul:[144,162],schedule_scan:33,schedule_softmax:195,schedule_topk:14,scheduleerror:161,schedulefntyp:144,schedulenod:7,scheduleop:[7,37],schedulerul:144,schedulest:161,scheduletre:127,scheduletree2:127,schema:[0,50],schema_vers:0,scheme:[12,24,82,137],scientist:35,scipi:[72,107,114,132,153,162,191,201],sconv:195,scope:[7,12,21,28,33,70,90,98,127,138,143,144,146,150,152,155,160,161,162,164,166,167,183,185,195,196],scope_block:161,scopebuild:152,score:[49,136,137,144,156,191,201],score_index:156,score_s0:136,score_s1:136,score_si:136,score_sn:136,score_threshold:[69,156],scratch:[15,21,28,62,111,132,136],scratchpad:9,screen:[91,98,99,101,106,177,190],script:[2,5,10,15,19,20,28,29,32,43,47,49,53,55,58,63,64,65,66,69,70,72,76,83,84,90,92,94,99,100,101,104,105,106,108,109,110,112,123,124,125,128,129,131,132,150,152,154,158,160,161,164,177,178,182,183,185,188,189,191,195,199,200,201,202,203],script_modul:[69,70,150],scriptabl:158,scripted_model:[48,64,67,68,109],scroll:19,sd:63,sdaccel:58,sdaccel_dir:58,sdaccel_setup:58,sdb:177,sdimg:177,sdk:[9,53,56,62,104,105,108,110,111,112,138,158],sdk_path:66,se:28,searc:96,search:[2,9,19,28,32,39,55,56,106,132,136,137,138,144,147,152,157,158,161,162,190,196,199,202],search_fc_transpos:[147,155],search_polici:[90,94,95,136,189],search_policy_param:136,search_rang:162,search_strategi:144,search_task:[95,136],searchabl:172,searchcallback:136,searchpolici:136,searchpolicyutilsgetconsum:95,searchpolicyutilsiselementwisematch:95,searchsort:[152,162],searchstrategi:144,searchstrategytyp:144,searchtask:[90,95,136,162,189],sec:192,secion:[91,92,93,94],second:[1,3,5,7,13,14,18,29,34,35,37,43,47,49,59,62,63,64,69,70,92,94,98,105,106,109,111,117,118,120,127,128,136,141,144,145,152,153,155,156,157,158,161,162,164,166,167,169,177,178,182,188,189,190,191,199],second_opt:166,section:[1,6,7,9,10,11,12,13,16,18,19,24,29,31,34,35,38,53,55,63,64,65,67,68,79,91,92,93,94,98,99,100,101,105,106,107,132,138,140,143,149,152,161,166,167,169,170,174,190,191,192,201,202],secur:[107,111],sed:[36,134,192],see:[5,7,9,11,12,13,14,15,16,18,19,20,21,22,23,24,25,28,29,32,34,35,37,39,40,42,53,55,59,62,63,64,65,67,68,70,71,72,76,78,79,84,87,90,91,92,93,94,95,98,99,100,101,106,107,109,110,111,119,123,125,127,128,129,131,132,133,136,137,138,139,140,141,143,144,145,147,148,152,153,155,157,158,160,161,162,167,170,174,177,189,191,192,195,199,201,202,203],seed:[136,144,154,161,191],seek:[28,30],seem:[7,13,19,111,136],seemingli:84,seen:[7,8,33,35,195],segment:[6,152,167],segment_id:152,segment_sum:152,select:[4,7,9,21,29,32,55,63,64,65,66,78,91,92,93,94,104,105,106,108,109,110,111,129,137,143,145,148,152,154,156,160,161,162,164,169,177,196],select_implement:148,select_last_index:[152,162],selector:[106,161],self:[6,10,12,14,33,36,37,45,60,69,78,79,114,119,122,137,143,144,146,149,155,158,159,161,169,177,203],selu:4,semant:[13,33,123,151,152,153,155,160,161,162,167,188,199],semicolon:[32,167],semiconductor:53,semnat:155,semvar:0,send:[6,7,9,10,19,20,22,23,25,28,29,30,91,99,101,106,108,145,177,178,182,183,185,188],sens:[21,24,25,34,105,166,182,188],sensit:[1,155],sent:[10,17,22,23],separ:[0,7,9,10,22,24,30,32,33,55,60,62,84,105,124,125,132,137,153,154,156,157,160,161,162,167,169,170,174,177,197,199],separable_conv_block:154,seper:153,seq:[1,34,78,152,161,162],seq_axi:[152,162],seq_len:[72,162],seq_length:[152,162],seqstmt:161,sequanti:143,sequenc:[1,6,9,12,13,18,20,34,37,70,72,118,138,143,146,152,155,158,161,162,166,167,170,174,200],sequence_mask:[152,162],sequence_offset:162,sequenti:[1,34,79,84,99,100,101,111,137,143,155,160,162,190,191,199],sequentialnod:12,sequentialpass:12,sequentialpassnod:12,sequentialspan:[143,152],seri:[12,53,55,62,102,125,143,149,159,167,169,182,188,189,195,199],serial:[2,5,6,9,10,15,35,61,63,76,104,105,106,107,108,109,110,111,112,125,136,137,141,143,152,158,161,164,177,199,201],serial_numb:[104,105,110],serializ:[137,158],serialize_arg:137,serializemodul:8,serializetostr:4,serialz:158,serv:[6,9,12,21,22,23,36,53,110,138,143,157,161,162,167,170,174,188,197,199,200],server:[9,15,17,20,24,29,65,66,83,90,91,92,93,94,95,98,99,100,101,102,107,110,112,136,137,140,145,157,163,172,178,182,183,185,188,191,201,202],server_info_queri:10,server_init_callback:157,server_kei:157,server_port:157,server_url:157,servic:[11,17,36,145],sess:[49,145,157],session:[4,32,49,66,67,68,91,99,101,104,105,109,110,140,145,157,163,177,192,201],session_constructor:157,session_constructor_arg:157,session_nam:145,session_timeout:[64,66,157],sessionterminatederror:145,sestion:[64,65],set:[1,2,3,4,6,7,8,9,12,15,16,17,21,26,29,30,32,33,34,35,36,40,42,43,48,49,53,55,56,59,63,64,65,66,70,71,79,87,90,92,93,94,95,104,106,108,109,110,111,112,117,118,119,125,128,132,134,136,137,138,141,143,147,148,151,152,153,154,155,157,158,159,160,161,162,166,167,169,170,173,177,178,182,183,185,188,190,197,199,201,202],set_attr:[1,33,143],set_attrs_type_kei:143,set_axis_separ:161,set_bodi:[15,35,37],set_body_typ:[3,12,33,34,35],set_default:[33,159],set_dtyp:161,set_error_threshold:137,set_input:[2,6,42,43,48,49,50,55,61,63,64,66,67,68,69,70,71,72,91,92,93,94,99,100,101,102,105,109,110,117,118,141,178,191,197],set_input_zero_copi:141,set_keep_for_debug:138,set_memory_growth:[49,72],set_num_ev:143,set_num_input:[33,143],set_output_zero_copi:141,set_param:148,set_raw_stream:158,set_scop:[160,161,182,183,185,188],set_store_pred:[123,160],set_support_level:[33,143],set_target_pars:3,set_tensor:71,set_to:138,setaxissepar:161,setdevic:3,setion:93,setlevel:[14,98,99,100,101,190],setrecursionlimit:152,setstream:3,setter:35,settings64:58,setup:[29,31,55,59,65,84,102,106,109,111,112,131,132,139,143,148,149,188,192,199],setuptool:132,sever:[6,12,18,19,23,28,32,53,60,64,67,68,70,95,102,123,125,132,134,136,137,152,160,162,174,177,196,201],sf:122,sg:195,sh:[10,20,28,32,53,55,57,58,61,63,66,111,131,132,170,177],sha1:59,sha256:20,sha512:29,sha:29,sha_to_schedul:0,shader:16,shaderfloat16:16,shaderfloat64:16,shaderint16:16,shaderint64:16,shaderint8:16,shadow:167,shall:143,shaoq:154,shape:[1,2,5,6,7,12,13,14,15,20,33,34,35,37,42,43,44,45,46,47,48,49,50,55,56,58,62,64,66,67,68,71,72,78,83,84,90,95,98,105,108,111,114,120,122,125,128,129,136,137,138,139,141,143,146,147,148,149,150,151,152,153,154,155,156,158,160,161,162,164,165,167,170,173,174,178,182,183,185,188,189,190,191,195,199,201,202],shape_data:35,shape_dict:[1,42,43,44,46,47,49,50,61,66,71,72,104,106,108,110,141,150,191,202],shape_lik:[152,162],shape_list:[48,64,67,68,69,109],shape_of:152,shape_regist:18,shapepattern:149,shapetupl:[146,158],shapevar:[152,170],share:[2,6,8,9,11,13,15,18,21,37,53,57,59,82,83,90,91,98,117,127,128,133,134,136,137,138,141,147,155,158,160,161,164,166,195,199,203],share_param:141,shared_memory_per_block:67,shared_offset:161,shared_ptr:[15,37,161],shasum:29,sheer:18,shell:[28,53,63,64,65,66,104,105,108,109,110,112,132],shen:82,shepherd:[21,27,28],shift:[53,152,161,162,183,185],shift_left:161,shift_right:[161,183,185],ship:[15,53],shiue:[194,196,202],shortcut:19,shorten:29,shorter:[152,162,195],should:[1,3,4,5,6,7,8,9,10,11,12,13,14,16,17,18,19,20,21,22,23,24,28,29,32,33,34,35,36,42,44,45,46,48,53,55,56,59,62,64,65,66,67,68,69,70,71,72,79,83,84,90,91,92,93,94,95,98,99,101,102,105,106,107,109,111,114,117,118,119,131,132,136,137,139,141,143,145,146,147,149,150,152,153,154,155,156,158,159,160,161,162,164,167,170,174,177,182,183,185,188,189,191,192,193,195,196,199,201,202],should_run:[12,79,143],shouldn:[63,155],shouldrun:12,show:[1,6,7,12,13,14,19,24,26,37,43,44,46,50,53,55,64,72,78,82,83,107,108,111,112,117,119,125,127,128,132,158,161,167,174,178,182,183,185,189,190,191,192,197,199,201],show_all_struct_info:158,show_detect:43,show_meta:[128,158],show_meta_data:[79,143,149,152,161,178,197],show_object_address:158,show_svg:127,showcas:[104,108,109,178,182],shown:[7,9,11,13,24,32,34,35,36,39,53,82,117,127,182,183,188,189,190,199,203],shram_siz:107,shuffl:[111,156,161],shut:107,shutdown_tag:107,shutil:[108,111],si:137,si_prefix:[105,137],sid:35,side:[6,7,12,13,37,53,76,106,114,127,131,137,139,143,148,151,152,153,154,155,158,160,161,188,199],sifiv:159,sig:29,sigil:167,sigma:33,sigmoid:[4,5,33,62,114,152,160,161,162,164],sigmoid_grad:33,sign:[4,20,21,29,106,138,152,160,161,162,173,177],signal:[19,152,162,174],signatur:[6,14,15,29,120,137,139,160,161,162,166,167,168,170,188,199],signific:[1,21,53,72,152,156,199],significantli:[1,9],signl:78,siju:[43,71],silenc:45,silent:[32,136,137,155,157],sim:[173,177,178,182,183,185,188],sim_stat:[178,182,183,185],simd:[84,159,192,199],simdgroup:161,simdgroup_load:161,simdgroup_multiply_accumul:161,simdgroup_stor:161,similar:[1,2,7,9,12,20,33,35,53,78,105,106,111,119,123,137,152,153,157,160,162,166,169,177,185,200],similarli:[1,7,9,12,53,78,102,159,166,167,173,174],similiar:33,simonyan:154,simpl:[1,3,5,6,10,12,13,15,18,20,24,34,35,36,37,46,47,53,55,64,68,72,76,78,84,87,90,99,100,101,111,119,123,134,136,137,139,143,148,152,154,157,161,166,167,169,170,174,181,185,187,188,189,190,191,192,195,199,200,201,203],simple_mod:[7,37,83,84,90,95,123,124,125,128,129,139,182,183,185,188,189,195,199],simple_net:[117,118],simpler:[7,14,201],simplest:[15,84,110,191,201],simpli:[7,10,25,33,34,35,55,66,67,68,72,78,84,106,110,120,123,128,132,136,138,141,145,155,158,160,161,164,166,167,170],simplic:[0,7,13,18,112,190,197,201],simplif:[6,12,128,155,161],simplifi:[6,7,9,11,12,35,53,64,155,161,162,169],simplify_fc_transpos:[72,147,155],simplifyexpr:155,simplifyfctranspos:155,simplifyinfer:[147,152,155],simul:[59,104,107,109,110,111,137,158,162,173,176,178,182,183,185,188],simulated_dequant:162,simulated_quant:162,simultan:[83,166],sin:[4,62,152,160,161,162],sinc:[2,7,12,13,15,16,21,28,29,32,33,35,44,48,64,66,67,68,69,70,83,84,90,91,92,93,94,95,98,99,100,101,102,107,108,109,110,111,112,120,124,128,132,152,153,155,158,161,166,167,168,169,174,177,178,183,185,190,191,192,199],sine:110,sine_model:110,sing:185,singl:[3,6,7,8,9,11,12,15,20,25,28,32,35,42,44,46,47,50,55,63,72,76,84,95,105,106,107,108,110,117,129,136,137,143,145,147,148,149,152,153,155,158,159,160,161,162,166,167,169,174,177,178,182,183,185,190,196,199,203],single2:166,singleton:158,sinh:[152,160,161,162],sit:18,site:[13,29,34,36,42,44,45,46,48,64,67,68,69,70,109,111,114,143,155,161,167,170],situat:[1,19,36,102,155,166,201],siva:[53,64,65],six:162,siyuan:[83,200],size:[1,4,5,6,7,9,11,18,30,33,34,35,37,45,46,53,58,62,69,72,82,83,84,90,91,92,93,94,98,99,100,101,102,106,107,108,111,114,117,118,120,123,124,128,134,136,137,138,143,151,152,153,154,155,156,158,159,160,161,162,164,167,169,170,173,174,177,182,183,185,188,189,190,191,192,195,197,199,201],size_hint_byt:143,size_t:[1,7,8,18,33,35,107],size_var:160,sizeof:[84,162,199],sizevar:[160,161],skeleton:[35,203],sketch:[12,88,89,111,136],sketch_search_polici:136,sketchpolici:[90,94,95,136,189],sketchsearchpolici:136,skinni:161,skip:[1,2,16,26,28,29,32,34,35,46,72,76,99,100,101,102,104,105,109,110,111,127,136,139,143,145,149,152,155,160,161,178],skip_annot:143,skip_conv_lay:178,skip_lay:155,skip_lin:136,skip_ndarray_rewrit:161,skip_pass_nam:143,skipassert:161,skipfunct:12,skipif:32,skipoptim:12,skippass:143,skylak:[69,70,71,94,95,102,189,191,199,201],slash:20,slave:174,sleep:9,slice:[4,7,91,92,93,94,152,160,161,162,169],slice_axi:[153,162],slice_lik:152,slice_mod:[152,162],slid:[152,162],slide:[152,153,162,171],sliding_window:[152,162],slight:62,slightli:[2,33,63,76,78,84,111,199],slim:50,slip:21,slope:[153,162],slot:2,slow:[20,28,99,101,111,161],slower:[66,160],slowest:160,slowli:111,slug:11,sm:118,sm_53:67,sm_61:159,sm_75:98,sm_80:159,sm_xx:[100,195,197],small:[7,9,12,15,18,84,91,92,93,94,106,107,111,141,152,153,155,162,190,191,196,199],smaller:[7,111,155,158,161,162,185],smallest:72,smarter:190,sme:162,smem_offset:161,smem_ptr:161,smooth:169,snapdragon:66,snippet:[6,7,14,24,34,53],so:[1,2,5,6,7,8,9,10,11,12,13,14,15,18,19,20,21,22,23,24,25,26,28,29,32,33,34,35,36,37,43,48,50,53,54,55,57,58,59,60,62,63,64,65,66,67,68,69,70,71,72,76,79,83,84,87,91,92,93,94,98,99,100,101,102,104,105,106,107,108,109,110,111,112,117,118,119,125,128,129,131,132,134,136,137,140,141,143,149,150,152,155,156,157,158,160,161,162,163,164,166,167,169,170,177,178,182,183,185,188,190,191,192,197,199,201],soc:[9,53,159,177],soce:177,socfpga:177,socket:[6,157],soft:107,softmax:[4,49,62,65,67,68,79,111,114,138,153,155,162,191,195,197,201],softmax_common:162,softmax_tensor:49,softmax_topi:195,softplu:4,softwar:[0,17,24,55,58,63,107,108,130,165,173,174,175,176,177],software_config:0,solicit:23,solid:7,solut:[5,15,18,20,21,24,32,35,39,44,45,48,53,64,69,83,128,132,203],solution0:177,solv:[1,9,13,15,21,24,60,83,95,122,143,167,170],solver:170,some:[1,3,4,5,6,7,8,9,12,13,16,19,20,21,22,24,26,28,29,30,32,33,34,35,36,39,53,59,62,66,67,68,72,75,76,78,79,84,90,91,92,93,94,95,98,99,100,101,102,105,107,110,111,117,120,125,129,131,132,133,134,136,137,138,143,145,147,150,152,154,155,158,160,161,162,164,165,166,167,169,174,177,178,188,189,190,191,193,199,201,202],somehow:[7,57],someon:24,someth:[13,19,21,24,29,36,72,79,99,100,101,104,117,118,149,164,191,201],sometim:[7,21,22,26,64,76,84,95,117,119,120,123,129,136,161,164,166,169,170,199],somewher:[7,106],soni:111,soon:[19,53,203],sopc_build:177,sophist:[99,100,101],sort:[4,7,111,152,156,158,161,162,201],sort_by_execution_ord:4,sorted_sequ:[152,162],soumith:154,sourc:[0,3,6,7,8,9,11,15,17,20,21,22,24,28,29,30,32,35,37,39,42,43,44,45,46,47,48,49,50,54,55,58,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,133,134,136,137,138,143,145,146,148,150,151,152,153,155,158,160,161,162,166,175,176,178,182,183,185,188,189,190,191,192,195,196,197,199,200,201,202,203],source_arrai:[138,146],source_func:148,source_nam:143,source_to_op:160,sourcenam:143,sourcetensor:69,sp:72,space:[3,9,18,28,46,62,63,82,83,90,91,92,93,94,96,111,132,136,137,143,144,152,158,161,162,177,189,190,196,201,202],space_gener:144,space_map:[98,190],space_to_batch_nd:[153,155,162],space_to_depth:[153,162],spacegener:144,spacegeneratortyp:144,spacetobatchnd:4,spacetodepth:4,span:[143,149,150,151,152,153,155,158,160,161,162,190],spancheck:152,spars:[88,89,91,94,114,136,142,152,153,155,161],sparse_add:[153,162],sparse_conv2d:[155,162],sparse_data:[153,162],sparse_dens:[72,95,114,153,155,162],sparse_dense_alter_layout:162,sparse_dense_block:95,sparse_dense_bsr_:95,sparse_dense_sp_lh:162,sparse_dense_sp_rh:162,sparse_dense_sp_rhs_bsrmm:95,sparse_dense_sp_rhs_bsrmm_block:95,sparse_fill_empty_row:152,sparse_indic:[152,153,162],sparse_indptr:[153,162],sparse_lh:[153,162],sparse_mat:153,sparse_reshap:[152,162],sparse_selector:161,sparse_sketch_rul:94,sparse_to_dens:[152,162],sparse_transpos:[153,162],sparse_valu:[152,162],sparsedens:95,sparseplaceholderop:138,sparsiti:72,sparsity_threshold:[72,155],spatial:[1,71,98,137,151,153,158,161,162,174,183,200],spatial_scal:156,spatial_shap:[153,162],speak:21,spec:[16,30,46,111,163,177],special:[1,6,9,12,13,14,16,20,30,35,40,55,56,70,71,76,78,83,98,134,136,138,141,143,144,152,153,155,159,160,161,162,167,174,177,191,196,201],special_spac:144,specialized_ndk:138,specializedcondit:[14,160],specif:[1,3,6,9,10,12,13,18,19,20,24,27,28,32,34,35,37,40,45,48,49,53,59,63,70,72,80,83,84,91,92,93,94,99,100,101,104,106,107,108,109,110,111,112,117,119,120,122,125,132,136,137,138,139,140,141,143,144,145,148,151,152,153,155,158,159,160,161,162,163,164,166,167,169,170,174,177,182,183,188,189,191,192,194,195,196,197,199,200,201],specifi:[0,1,2,3,6,7,9,12,13,16,19,20,28,29,30,32,33,53,55,59,61,62,63,64,65,66,67,68,70,72,78,82,87,90,100,107,110,111,112,117,125,128,132,136,137,138,139,140,143,144,147,148,150,151,152,153,154,155,156,157,158,159,160,161,162,163,166,169,170,174,177,182,183,185,188,189,191,192,195,196,197,199,201,203],specul:166,speech:112,speed:[9,15,53,61,66,72,83,91,92,93,94,99,101,134,136,141,153,162,177,190,191,199,201,202],speedup:[28,72,84],spell:28,spend:[21,191],spent:[91,92,93,94,191],sphinx:[42,43,44,45,46,47,48,49,50,51,64,65,66,67,68,69,70,71,72,73,75,76,78,79,81,82,83,84,88,90,91,92,93,94,95,96,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,114,115,117,118,119,120,121,122,123,124,125,127,128,129,178,181,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],spir:162,spirv:142,spl:[45,48,109],spline:[151,162],split:[4,7,9,37,44,45,46,48,53,55,58,62,76,79,83,84,90,91,92,93,94,95,98,99,100,101,102,109,110,111,122,123,124,127,128,137,147,149,152,155,157,160,161,162,164,167,183,185,189,190,192,199,200],split_config:118,split_k_slic:118,split_loop:161,split_workload:137,splitarg:155,splitent:[137,190],splithostdevic:161,splitnod:7,splitspac:137,splitv:4,spontan:164,spot:[21,84,104,108,199],spread:30,spresens:111,sprintf:106,sptr_to_self:[35,37],spv_bin:138,spv_khr_16bit_storag:16,spv_khr_8bit_storag:16,spv_khr_storage_buffer_storage_class:16,spvvalid:16,sqnn_dtype_to_cod:162,sqrt:[4,36,55,62,152,153,160,161,162,164,169],squad:72,squar:[4,28,82,84,128,151,153,160,161,162,189,190],squarediffer:4,squash:[26,29],squeez:[4,49,50,62,71,152,162,191,201],squeezenet:[91,92,93,94,99,100,101,102,154],squeezenet_v1:[91,92,93,94,99,100,101,102],sr:161,sram:[107,174,182,183,185,188],src:[12,18,25,29,30,33,34,35,37,50,53,55,62,63,76,104,106,107,109,110,111,136,150,151,160,161,162,167,170,203],src_devic:152,src_index:161,src_layout:[1,152,161,162],src_offset:161,src_ptr:161,src_shape:161,src_sref:161,sref2scop:161,sref:161,srr:161,ss2:35,ss:[35,107,160,161],ssa:161,sse:37,ssh:177,sshf:177,ssr:[160,161],ssss:161,sst:195,sstream:35,st:111,stabil:0,stabl:[6,21,28,91,99,101,111,132,152,203],stack:[6,9,12,31,40,59,63,78,79,108,130,133,143,152,154,157,161,162,165,173,174,175,176,177],stackmemorymanager_init:107,stacktrac:25,stackvm:[137,139,148],stage1_unit1_bn1_beta:[79,197],stage1_unit1_bn1_gamma:[79,197],stage1_unit1_bn1_moving_mean:[79,197],stage1_unit1_bn1_moving_var:[79,197],stage1_unit1_bn2_beta:[79,197],stage1_unit1_bn2_gamma:[79,197],stage1_unit1_bn2_moving_mean:[79,197],stage1_unit1_bn2_moving_var:[79,197],stage1_unit1_conv1_weight:[79,197],stage1_unit1_conv2_weight:[79,197],stage1_unit1_sc_weight:[79,197],stage1_unit2_bn1_beta:[79,197],stage1_unit2_bn1_gamma:[79,197],stage1_unit2_bn1_moving_mean:[79,197],stage1_unit2_bn1_moving_var:[79,197],stage1_unit2_bn2_beta:[79,197],stage1_unit2_bn2_gamma:[79,197],stage1_unit2_bn2_moving_mean:[79,197],stage1_unit2_bn2_moving_var:[79,197],stage1_unit2_conv1_weight:[79,197],stage1_unit2_conv2_weight:[79,197],stage2_unit1_bn1_beta:[79,197],stage2_unit1_bn1_gamma:[79,197],stage2_unit1_bn1_moving_mean:[79,197],stage2_unit1_bn1_moving_var:[79,197],stage2_unit1_bn2_beta:[79,197],stage2_unit1_bn2_gamma:[79,197],stage2_unit1_bn2_moving_mean:[79,197],stage2_unit1_bn2_moving_var:[79,197],stage2_unit1_conv1_weight:[79,197],stage2_unit1_conv2_weight:[79,197],stage2_unit1_sc_weight:[79,197],stage2_unit2_bn1_beta:[79,197],stage2_unit2_bn1_gamma:[79,197],stage2_unit2_bn1_moving_mean:[79,197],stage2_unit2_bn1_moving_var:[79,197],stage2_unit2_bn2_beta:[79,197],stage2_unit2_bn2_gamma:[79,197],stage2_unit2_bn2_moving_mean:[79,197],stage2_unit2_bn2_moving_var:[79,197],stage2_unit2_conv1_weight:[79,197],stage2_unit2_conv2_weight:[79,197],stage3_unit1_bn1_beta:[79,197],stage3_unit1_bn1_gamma:[79,197],stage3_unit1_bn1_moving_mean:[79,197],stage3_unit1_bn1_moving_var:[79,197],stage3_unit1_bn2_beta:[79,197],stage3_unit1_bn2_gamma:[79,197],stage3_unit1_bn2_moving_mean:[79,197],stage3_unit1_bn2_moving_var:[79,197],stage3_unit1_conv1_weight:[79,197],stage3_unit1_conv2_weight:[79,197],stage3_unit1_sc_weight:[79,197],stage3_unit2_bn1_beta:[79,197],stage3_unit2_bn1_gamma:[79,197],stage3_unit2_bn1_moving_mean:[79,197],stage3_unit2_bn1_moving_var:[79,197],stage3_unit2_bn2_beta:[79,197],stage3_unit2_bn2_gamma:[79,197],stage3_unit2_bn2_moving_mean:[79,197],stage3_unit2_bn2_moving_var:[79,197],stage3_unit2_conv1_weight:[79,197],stage3_unit2_conv2_weight:[79,197],stage4_unit1_bn1_beta:[79,197],stage4_unit1_bn1_gamma:[79,197],stage4_unit1_bn1_moving_mean:[79,197],stage4_unit1_bn1_moving_var:[79,197],stage4_unit1_bn2_beta:[79,197],stage4_unit1_bn2_gamma:[79,197],stage4_unit1_bn2_moving_mean:[79,197],stage4_unit1_bn2_moving_var:[79,197],stage4_unit1_conv1_weight:[79,197],stage4_unit1_conv2_weight:[79,197],stage4_unit1_sc_weight:[79,197],stage4_unit2_bn1_beta:[79,197],stage4_unit2_bn1_gamma:[79,197],stage4_unit2_bn1_moving_mean:[79,197],stage4_unit2_bn1_moving_var:[79,197],stage4_unit2_bn2_beta:[79,197],stage4_unit2_bn2_gamma:[79,197],stage4_unit2_bn2_moving_mean:[79,197],stage4_unit2_bn2_moving_var:[79,197],stage4_unit2_conv1_weight:[79,197],stage4_unit2_conv2_weight:[79,197],stage:[3,5,7,13,32,36,37,53,63,64,95,98,111,117,120,125,127,136,137,143,154,160,161,174,182,183,185,188,195,199,200,201],stage_id:[95,136],stage_list:7,stage_map:7,stage_scores_0:136,stage_scores_1:136,stagenod:7,stai:55,stale:28,stall:[87,174],stamp:[136,137],stanc:17,stand:[6,35,53,82,110],standalon:[34,53,66,108,110,136,143,161,172],standalone_crt:145,standalone_crt_dir:10,standard:[0,6,9,10,12,18,19,23,34,37,53,60,62,70,76,87,107,110,132,137,138,141,145,152,153,154,159,161,162,164,166,172,174,182,183,185,188,189,191,196,199],stanford:111,stanfordcar:111,stapl:166,start:[1,2,5,6,7,15,18,21,24,28,29,32,36,39,48,50,53,59,63,67,68,69,71,72,86,100,102,106,107,111,114,128,131,132,136,137,138,141,143,152,155,156,157,160,161,162,174,177,178,181,182,183,185,187,189,190,192,193,196,198,199],start_d:[151,162],start_h:[151,162],start_nam:178,start_name_idx:178,start_nod:138,start_pack:178,start_profile_intrins:161,start_rpc_serv:177,start_telnet:107,start_w:[151,162],start_x:162,startswith:[91,92,93,94,110,122,199],startup:[30,158,159,201],stat:[178,182,183,185],state1:166,state1_typ:166,state2:166,state2_typ:166,state:[1,6,21,22,34,95,111,136,137,144,153,154,157,158,161,162,166,167],state_dict:[45,114],state_object:95,state_placehold:160,state_typ:166,stateless:157,statement:[30,34,35,76,120,125,139,158,160,161,162,167,199],stateobject:136,static_cast:[1,35,37],static_librari:158,static_quantization_tutori:70,staticmethod:[12,79],statist:[0,111,137,144,148,153,178,182,183,185,191],stats:136,statu:[19,22,36,64,66,90,91,99,100,101,107,136,137,144,177,189],std:[12,15,18,30,34,35,37,45,47,48,64,66,70,71,92,94,99,100,101,102,109,152,178,191,201,202],stdarg:106,stdbool:110,stdin:25,stdio:[35,106,107,138],stdout:[14,98,190],steadi:21,step:[1,3,6,8,9,12,19,24,25,26,28,29,32,33,35,36,37,44,50,53,60,63,64,65,66,67,68,76,82,84,91,99,101,104,106,107,108,109,112,124,128,132,134,136,137,139,152,153,156,158,160,161,162,178,182,183,185,188,191,192,196,197,199,201,203],step_nam:28,stermin:100,stft:[152,162],stick:20,still:[6,7,9,12,14,15,18,21,29,30,32,33,34,46,55,58,78,111,119,138,143,150,152,155,161,164,166,192,195,201],stitch:6,stm32:159,stm32cube:106,stm32cubeid:106,stm32f4xx:159,stm32f746:172,stm32f746xx:[9,145],stm32h7xx:159,stm32l4r5zi:[105,106,110],stm32project:106,stm:172,stmcube:106,stmcubemx:106,stmt2ref:161,stmt:[37,76,84,160,161,162,199],stmt_functor:[76,142],stmt_list:161,stmt_or_mod:161,stmt_seq:161,stmtsref:161,stoi:35,stoll:35,stop:[9,53,64,104,107,136,137,141,152,162,169,191,195],stop_nam:178,stop_name_idx:178,stop_pack:178,stopgradi:4,storag:[2,3,12,18,44,65,71,76,84,107,109,111,114,138,143,160,161,162,170,174],storage_align:[160,161],storage_id:2,storage_scop:[7,95,117,143,161],storagebuffer16bitaccess:16,storagebuffer8bitaccess:16,storageflatten:161,storagerewrit:161,store:[2,3,5,6,8,12,13,18,35,53,57,63,76,82,83,84,99,100,101,106,110,111,123,136,137,141,143,144,150,152,155,159,160,161,164,166,167,170,182,183,185,188,190,191,199,201],store_lowbit_output:178,store_matrix:83,store_queu:174,stori:70,str2mask:[3,158],str:[1,35,46,50,65,72,79,84,92,94,99,100,101,102,105,108,109,110,114,119,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,191,199,203],straight:[72,122],straightforward:[12,14,35,37,166],strap:111,strateg:23,strategi:[6,9,27,84,91,111,128,136,144,148,183,185,190,203],stream:[3,8,35,37,107,111,158,174],streamhandl:[14,98,190],streamlin:176,streamsync:3,street_smal:69,strftime:11,strict:[19,150],strictli:146,strid_depth:162,stride1:[153,162],stride2:[153,162],stride:[7,33,55,65,79,82,83,90,98,122,123,124,125,127,128,129,134,138,151,152,153,154,156,160,161,162,169,174,183,195,197,199,203],stride_1:[122,123],stride_2:123,stride_depth:162,stride_h:[83,138,162,183],stride_height:[138,162],stride_w:[83,138,162,183],stride_width:[138,162],strided_set:[152,162],strided_slic:[62,152,162],stridedslic:4,strideset:7,strike:18,string:[1,3,6,9,11,12,15,16,24,30,33,35,37,49,60,91,100,106,107,117,136,137,138,139,143,144,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,173,174,177,202],stringimm:[12,128,161],stringstream:35,strip:[43,45,48,59,108,109,178],strive:[21,23],strlen:106,strm:[35,37],strong:18,strongli:[17,36,83],struct:[12,18,33,106,107,143,158,161,166],struct_info:143,structinfo:143,structrual_equ:143,structtyp:161,structur:[2,9,11,12,13,15,18,24,25,72,76,83,107,111,128,137,140,143,144,146,150,155,158,160,161,162,164,166,167,170,174,191,197,199,200,201],structural_equ:[143,161,169],structural_hash:143,structuralequ:[144,161],strucur:158,stuck:100,studi:[6,18],studio:[53,132],stuff:[29,111],style:[6,12,13,18,21,23,24,27,32,33,78,104,106,107,109,138,150,152,155,158,160,162,167,170,196,199,200],styliz:153,stype:138,su:63,sub:[1,4,6,9,10,13,23,35,53,155,161,162,167,169,170],subclass:[3,6,10,12,15,34,37,143,144,158,162],subcommand:[112,201],subdiagon:[152,162],subdirectori:[6,37,111],subexpress:[12,155],subgraph:[13,35,56,61,62,91,92,93,94,127,136,149,155,162,167,169,196],subgraph_0:35,subgraph_:35,subgraph_end:155,subgraph_start:155,subject:[19,21,29,34,111,160,167],submiss:[28,103,113,172],submit:[3,19,27,169],submitt:19,submodul:[29,132],subordin:161,subplot:111,subprocess:[10,110],subrang:137,subrange_length:137,subraph:155,subregion:161,subroutin:161,subscrib:28,subscript:[5,162],subsect:[167,170],subsequ:[15,152,167],subset:[7,18,84,111,160,162,170,199],subspac:161,substanti:23,substitut:[76,107,114,155,161,167,170,191,201],substract:[153,162],subsystem:177,subtensor:152,subtract:[35,62,152,160,161,162,167,169],subtre:161,subtyp:15,succe:170,succeed:111,success:[19,21,22,23,24,32,53,63,102,182,183,185,188],successfulli:[12,19,24,36,50,66,67,68,71,79,90,102,114,144,177,190,192],successor:167,succinct:13,sudo:[58,59,63,98,99,100,101,132,134,177,190],suffic:[33,167],suffici:[6,15,18,21,53,132,174],suffix:[11,158],sugar:[120,149,158,161,162,167],suggest:[0,7,10,13,21,23,30,127,140,155,202],suit:[12,32,177],suitabl:[28,61,98,107,138,145,152,154,158,162],sum1:167,sum2:167,sum:[1,4,11,33,62,70,82,83,84,87,91,92,93,94,128,136,137,152,153,158,160,161,162,166,182,183,185,189,190,195,199],sum_:[153,162],sum_data:153,sum_j:153,sum_r:[160,161],sum_sqr_up:162,summar:[9,11,13,19,20,21,28,177],summari:[15,22,23,29,64,66,70,71,92,94,157,177,201,202],summat:[152,162],sun:154,super_resolut:46,super_resolution_0:46,super_resolution_with_caffe2:46,superdiagon:[152,162],supplement:138,supplementari:177,suppli:[7,9,11,30,49,107,137,158,160],support:[1,3,5,8,9,11,12,14,15,16,20,24,29,32,33,35,36,40,43,45,46,48,49,53,58,59,63,64,65,69,70,71,72,73,76,83,91,92,93,94,95,104,106,107,108,109,110,111,114,117,120,122,124,128,131,133,136,137,138,140,143,144,145,146,148,149,150,151,152,153,154,155,156,158,159,160,161,162,163,164,165,166,167,168,169,170,174,176,177,178,182,183,188,191,192,194,196,199,202],support_block_scope_host:161,supported_op:111,supported_subgroup_oper:16,supportedoper:16,supports_float16:16,supports_float64:16,supports_int16:16,supports_int64:16,supports_int8:16,supports_storage_buffer_16bit_access:16,supports_storage_buffer_8bit_access:16,supports_storage_buffer_storage_class:16,supportsint:146,suppos:[1,7,33,128,138,147,161,162,166,167],suppress:156,sur:56,sure:[19,28,29,33,35,50,55,63,79,83,91,99,100,101,106,111,132,134,136,137,152,162,177,178,182,183,185,188,202],surpris:[13,21],surround:[160,161,200],sustain:23,svg:127,svn:29,svn_editor:29,sw_emu:58,swap:[63,152],swapfil:63,swapon:63,swift:15,sy:[14,43,91,92,93,94,98,107,118,178,190],sym:[49,137],symbol:[2,8,13,14,18,20,35,91,92,93,94,99,100,101,102,106,120,124,132,138,139,143,148,150,154,155,158,160,161,162,195,199],symbol_prefix:158,symbol_resnet:154,symbol_section_map:138,symlink:32,symmetr:[153,162],symmetri:[152,162],symplif:161,syn:177,sync:[28,158,161],synchon:141,synchron:[3,118,146,158,160,161,174],syncstreamfromto:3,synset:[64,66,67,68,70,191,201],synset_nam:[42,44,45,47,48,66,67,68,70,109],synset_path:[42,44,45,47,48,66,67,68,70,109],synset_url:[42,44,45,47,48,66,67,68,70,109],syntact:167,syntat:149,syntax:[9,12,13,24,35,37,59,79,158,160,166,170,195,200,202],syntax_sugar:158,synthes:[58,174],synthesi:[59,174,177],sysroot:138,system:[6,9,12,17,18,24,25,30,31,32,33,34,37,39,40,53,56,59,60,62,103,104,105,106,107,109,110,112,120,122,131,132,134,135,138,140,143,148,157,158,159,165,166,167,172,176,177,182,183,185,188,199,201],system_lib:[157,158,159],systemat:[12,166],systemc:107,systemlib:9,sz:11,szegedi:[153,154,162],t0:[123,129],t1:[129,166,170],t2:[166,170],t3:170,t:[3,4,7,8,9,12,13,14,15,19,20,21,26,28,29,30,33,34,39,47,49,53,56,58,63,64,66,69,72,76,78,79,83,84,87,90,91,92,93,94,95,104,105,107,109,111,114,120,123,124,125,127,128,129,131,132,136,138,141,143,147,148,152,153,155,157,158,160,161,162,166,167,169,170,172,177,178,182,183,185,188,189,195,199,200,202],t_1:129,t_2:129,t_3:129,t_4:129,t_5:129,t_6:129,t_add:[90,91,92,93,94,195],t_add_ax0:90,t_add_ax1:90,t_add_ax2:90,t_add_ax3:90,t_bia:127,t_conv:127,t_divid:195,t_divide_r:195,t_divide_red_1:195,t_divide_red_rf:195,t_divide_red_rf_1:195,t_elemwise_sum:195,t_matmul_nt:[91,92,93,94],t_multipli:[91,92,93,94,195],t_relu:[91,92,93,94,127],t_reshap:91,t_softmax_exp:[91,92,93,94,195],t_softmax_exp_1:195,t_softmax_expsum:[91,92,93,94],t_softmax_maxelem:[91,92,93,94],t_softmax_norm:[91,92,93,94,195],t_softmax_norm_1:195,tab:[21,29,106,177],tabbi:[45,48,64,67,68,70,107,191,201],tabl:[3,7,16,63,91,92,93,94,136,144,158,161,173,191,201],tack:33,tag:[18,24,28,29,32,35,53,87,95,143,148,159,160,161,162,166,167,170,182,188,195],tag_dict:159,tag_scop:160,tagscop:160,tail:[18,111,166],tailor:[18,174],take:[1,3,5,6,7,8,9,12,13,14,15,17,18,19,21,22,23,28,29,32,33,34,35,37,46,53,59,60,62,63,64,65,70,72,76,78,90,92,94,95,98,99,100,101,102,104,105,106,110,111,120,122,123,124,127,128,132,136,137,138,140,141,149,150,151,152,153,154,158,160,161,162,166,167,169,170,174,177,182,188,189,190,191,192,196,199,201,202],take_leg:162,takeawai:34,taken:[1,7,21,153,183],talk:[6,13,19,23,27,111,177],tan:[4,152,160,161,162],tangent:162,tanh:[4,5,36,62,152,160,161,162,164],tar:[0,29,36,47,50,53,61,62,63,65,67,68,71,91,99,101,104,105,106,107,110,112,142,145,157,158,177,178,192,197,201,203],tar_f:110,tar_fil:[106,138],tar_path:106,tarbal:[11,110,112,138],tarfil:[47,50,71,106,108,110],target:[0,1,10,11,16,18,20,29,31,33,34,35,37,39,40,42,43,44,45,46,47,48,49,50,53,55,56,57,58,62,63,65,66,67,68,69,70,71,72,78,81,84,87,88,90,91,92,93,94,95,98,99,100,101,102,106,107,111,114,117,122,127,128,132,136,137,138,139,142,143,144,145,146,148,150,151,152,153,154,155,157,158,161,162,172,173,174,177,181,182,183,185,188,190,192,195,196,197,200,202,203],target_1:[20,32],target_2:[20,32],target_bit:161,target_burst_byt:143,target_devic:154,target_format:138,target_height:[151,162],target_host:[11,53,64,65,118,136,137,139,148,152,159,178,182,183,185,188,202],target_kei:136,target_kind:[3,159],target_lib:55,target_map:159,target_nam:203,target_op:102,target_or_curr:159,target_shap:[151,162],target_spec:111,target_vta_cpu:178,target_weight_nam:155,target_width:[151,162],targetkind:159,tarrai:195,tarray_1:195,task:[2,9,24,32,35,64,65,98,99,100,101,107,111,112,136,142,144,172,174,178,183,190,191,201,202],task_config_build_:32,task_cpp_unittest:[28,132],task_id:[144,160],task_input:[95,136,162],task_inputs_overwrit:136,task_inputs_save_to_fil:[95,136],task_nam:[137,144],task_python_unittest:[28,32],task_schedul:144,task_weight:[91,92,93,94,136,144],taskextractenv:137,tasknam:137,taskschedul:[91,92,93,94,136,144],taskschedulercallback:136,taskschedulertyp:144,tasktempl:137,tba:35,tcalleffectkind:122,tcost:178,tcp:[53,64],te:[5,7,14,15,37,42,43,44,46,49,50,58,64,66,67,68,76,78,82,83,84,90,95,98,114,117,118,120,122,123,124,125,127,128,129,136,137,138,139,142,148,152,153,161,162,164,182,183,185,188,189,192,195,196,197,200],te_compil:[14,148],teach:[10,24],tech:176,technic:[21,23,27,39,177],techniqu:[30,40,72,98,185,199],technolog:130,tecompil:148,tedd:[121,126],tediou:[6,78],tell:[13,24,33,35,46,107,111,127,132,134,174,182,188],telnetterminal0:107,telnetterminal1:107,telnetterminal2:107,telnetterminal5:107,temp:[8,63,64,93,123,128,138,157,178,182,183,185,188,192,197,199],temp_dir:[104,105,108,109,110,118],tempdir:[8,63,64,65,66,67,68,91,93,99,101,104,105,108,109,110,118,128,138,178,182,183,185,188,192,197,199,203],tempdirectori:138,tempexpr:165,tempfil:[108,110],templat:[6,10,14,15,19,28,40,53,80,90,91,92,93,94,98,99,100,101,104,106,108,110,111,112,137,145,152,162,174,189,193,196,198,199],template_project_dir:[105,145],template_project_path:[104,108,109,110,145],templateproject:145,tempor:[1,123,161],temporari:[2,13,35,66,67,68,108,110,114,123,136,138,158,167,168,182],temporarili:163,tempori:8,ten:111,tenant:21,tend:[9,22,72],tendenc:12,tensor:[1,4,5,6,9,14,15,18,21,33,35,37,40,45,48,49,50,56,62,64,65,69,72,78,79,80,82,84,90,91,92,93,94,95,106,109,110,114,117,118,124,125,126,129,130,136,137,138,139,141,143,146,147,148,149,150,151,152,153,154,155,156,160,161,162,164,165,166,167,169,171,173,174,178,183,185,188,189,190,191,193,195,196,197,198,200,201],tensor_a:[153,162],tensor_b:[153,162],tensor_data:107,tensor_expr_get_start:[190,198,199],tensor_input_map:136,tensor_intrin:[160,161],tensor_ir_blitz_cours:[198,200],tensor_nam:107,tensor_typ:138,tensoraffinetyp:143,tensorarrai:4,tensorarrayconcatv3:4,tensorarraygatherv3:4,tensorarrayreadv3:4,tensorarrayscatterv3:4,tensorarraysizev3:4,tensorarraysplitv3:4,tensorarrayv3:4,tensorarraywritev3:4,tensorcomputeop:[7,160],tensorcor:[81,85,138,144,161],tensordom:7,tensordot:162,tensorflow:[1,6,24,40,44,50,51,52,53,63,65,71,72,91,92,93,94,99,100,101,102,107,108,110,111,112,150,152,156,162,196,197,201,202],tensorflow_op:49,tensorintrin:[160,161],tensorir:[139,160,161,193,198],tensornod:[7,15],tensorrt:[1,35,59,100],tensorrt_op:62,tensorrtopconvert:62,tensorslic:160,tensorspec:72,tensortyp:[12,33,78,105,117,118,143,152,170],tensortypenod:[33,35],teras:177,term:[13,21,23,33,46,120,129,150,152,154,161,162,167,169,174,177,194,201],termgraph:[119,138],termin:[10,53,63,66,91,92,93,94,99,100,101,106,132,138,144,145,157,161,177],terminate_task:144,terminolog:[13,37,152],termnod:138,termplott:[119,138],termvizpars:[119,138],ternari:167,tesor:80,test:[4,8,10,15,16,18,19,21,23,25,27,29,36,49,53,55,58,59,61,62,63,66,67,68,78,79,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,117,118,120,123,124,128,131,133,134,136,137,138,142,144,150,152,153,155,156,157,158,159,161,162,169,172,178,182,183,185,188,189,190,192,195,197,199,201],test_add1:139,test_add2:139,test_add:139,test_all_elemwis:28,test_arm_compute_lib:55,test_benchmark_topi_conv2d:177,test_config:55,test_dataflow_pattern:169,test_dir:203,test_forward:28,test_funct:32,test_i:61,test_imag:[43,178],test_input:154,test_mask:114,test_match_const:169,test_match_data_layout:169,test_match_diamond:169,test_match_dom_diamond:169,test_match_func:169,test_match_funct:169,test_match_if:169,test_match_kernel_s:169,test_match_let:169,test_match_op_or:169,test_match_opt:169,test_match_plus_zero:169,test_match_tupl:169,test_match_tuple_get_item:169,test_match_typ:169,test_mma_intrin:161,test_mytest:20,test_nam:19,test_no_match_attr:169,test_op_level3:33,test_opencl:66,test_pass_storage_rewrit:28,test_pipeline_executor:118,test_program_rpc:177,test_something_flaki:19,test_street_smal:69,test_target:[64,65,66],test_tensorrt:62,test_tir_transform_inject_rolling_buff:28,test_upscal:28,test_vm_seri:18,test_vulkan:66,test_x:61,testbench:177,testcas:138,testdata:[104,106,110],testreplacefunc:[12,155,161],text:[13,17,26,28,29,49,106,107,119,138,143,149,150,152,153,154,157,158,160,161,166,167,170,201,202],text_summari:157,textiobas:137,textual:[13,155],textur:[53,64,65,158],texture_spatial_limit:158,textureflatten:161,tf:[1,4,44,49,50,63,66,71,72,98,108,111,150,152],tf_compat_v1:49,tf_crop_and_res:[151,162],tf_half_pixel_for_nn:[151,162],tf_test:49,tfactor:160,tfbertforsequenceclassif:72,tflite:[1,28,51,52,65,73,74,103,105,107,108,109,111,113,150,156,172,201,202],tflite_11_05_08:71,tflite_builtins_int8:111,tflite_model:[1,50,71,104,106,108,110,111],tflite_model_buf:[50,71,104,106,108,110],tflite_model_fil:[50,71],tflite_output:71,tflite_pr:71,tflite_r:71,tfliteconvert:111,tfparser:4,tgt:[58,199],tgt_gpu:199,tgt_stmt:161,tgz:[29,50,71,107,111,177],th:[33,141,149,151,152,153,161,162,199],tha:26,than:[3,7,9,10,12,13,14,18,20,21,24,28,29,32,33,34,35,46,48,64,66,67,68,70,71,72,84,99,104,106,108,109,111,124,128,132,134,136,137,138,141,143,145,147,148,150,151,152,156,157,158,160,161,162,165,166,167,169,174,183,188,190,191,195,200,201],thank:[6,15],thee:158,thei:[1,3,5,6,7,8,9,10,12,13,18,19,21,22,23,24,28,29,32,34,35,36,37,39,53,55,56,62,72,78,84,90,91,92,93,94,110,111,117,127,128,129,131,137,143,147,151,152,153,155,158,160,161,162,166,167,168,170,172,174,177,183,185,190,195,199,202],them:[1,5,6,7,8,11,12,13,14,15,17,18,19,20,21,22,24,28,32,33,34,35,36,53,56,57,58,64,72,78,84,91,92,93,94,95,96,98,99,100,101,102,106,107,110,111,117,119,127,128,129,136,137,138,143,147,150,151,152,153,155,160,161,166,167,169,170,172,174,177,190,191,192,195,196,197,199,200],theme:177,themselv:[23,167],then_cas:161,theoret:9,therebi:84,therefor:[1,7,12,14,32,33,78,82,87,141,174,178,183,185],thi:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,28,29,30,31,32,33,34,35,36,37,38,39,40,42,43,44,45,46,47,48,49,50,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,109,110,111,112,114,117,119,120,122,123,124,125,127,128,129,131,132,134,135,136,137,138,139,141,143,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,173,174,175,176,177,178,181,182,183,185,188,189,190,191,192,193,194,195,196,197,199,200,201,202,203],thie:161,thierri:[91,182,183,185,188],thin:[138,141,161,163],thing:[5,13,21,22,24,29,33,34,35,57,60,83,111,119,131,167,174,182,190,191,194,201,202],think:[21,169],third:[1,14,35,131,132,156,161,177,182,188,194],thirdparti:138,those:[3,5,6,7,9,11,12,13,19,21,24,28,32,34,37,56,62,63,72,83,103,107,111,127,155,161,162,166,167,170,174,182,183,185,188,195],though:[7,11,13,21,28,34,111,128,137,145,152,155,161,164,167,170,191,192],thought:[7,21,37],thousand:111,thread:[3,6,7,12,22,25,29,37,39,59,76,83,84,102,125,136,137,144,158,159,160,161,190,200,203],thread_axi:[37,58,82,83,90,98,122,123,124,125,160,161,183,192,199],thread_bind:[161,200],thread_count:161,thread_ext:117,thread_i:[82,83],thread_ivar:160,thread_tag:[160,161],thread_warp_s:[67,72,98,159],thread_x:[82,83,124],thread_xz:82,thread_yz:82,thread_z:83,threadbind:161,threadblock:161,threadgroup:161,threadidx:[37,82,83,90,98,117,122,123,124,125,127,158,161,164,192,195,199,200],threadidx_i:[83,195],threadidx_x:[83,90,123,124,125,195],threadidx_x_1:[90,195],threadidx_x_2:195,threadidx_y_1:195,threadidx_y_2:195,threadidx_z:[83,195],threadidx_z_1:195,threadidx_z_2:195,threadindex:[182,183,185,188],threadloc:37,threadlocalstor:12,threadripp:[99,100,101],threadsaf:15,threadsync:161,threadworkload:37,three:[3,7,8,9,13,18,21,34,35,37,53,60,66,67,68,83,111,127,156,160,161,162,167,174,177,182,191,197,199,201,203],thresh:[43,178],threshold:[43,63,137,156,161],through:[3,7,9,10,12,18,19,20,21,23,25,29,32,33,34,36,37,49,53,56,59,61,62,63,64,71,72,78,104,110,119,123,124,131,133,143,145,155,158,159,161,163,166,172,174,188,190,191,192,193,196,200,201,202],throughout:[1,4,29,72],throughput:[63,136,174,177],thrown:[12,111,140],thu:[5,7,33,76,82,83,111,128,137,143,147,152,160,162,164,166,167,170,177,182],ti:[6,83,100],tian:[117,197],tianqi:[120,122,123,124,199],tiger:[42,47,50,64,66,70,109,191,201],tighten:7,tighter:9,tigri:[191,201],tile:[1,4,6,61,72,82,83,84,90,95,98,99,100,101,128,136,137,138,152,153,160,161,162,174,182,183,185,188,189,190,196,199,200],tile_0:137,tile_f:98,tile_i:[98,137,190],tile_k:[153,162],tile_n:[153,162],tile_rc:98,tile_ri:98,tile_rx:98,tile_s:[153,162],tile_x:[98,137,190],time:[2,6,7,11,12,15,18,20,21,23,27,28,29,30,32,33,37,39,43,46,47,49,53,56,62,64,65,66,69,70,71,72,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,103,106,107,108,109,111,112,124,132,136,137,138,141,143,144,145,148,150,152,153,154,155,157,158,159,160,161,162,167,170,173,174,177,178,188,189,190,191,192,199,201,202],time_end:141,time_evalu:[82,83,84,90,95,98,158,178,189,192,199],time_f:192,time_start:141,time_wait:157,timeit:[84,144,191,199],timeout:[64,91,92,93,98,99,100,101,105,136,137,145,157,178,191,202],timeout_overrid:145,timeout_sec:145,timer:[9,141,178,191],timer_v:106,timestamp:[0,11,136,137,160,190],timestep:124,timing_inst:[79,143],timing_numb:191,timing_repeat:191,timing_result:141,tindex:160,tinfo:[1,137,162],tini:[43,104,106,108,178],tip:[6,21,22,27,30,31,70,71,177],tir:[9,12,16,28,33,37,76,78,82,83,84,90,91,92,93,94,95,104,105,106,107,108,109,110,111,112,120,122,123,124,125,128,129,139,142,143,144,148,149,158,160,162,178,182,183,185,188,189,195,196,199,200,203],tir_matmul:160,tir_phase_0:203,tir_prefix:158,titanx:100,titl:[19,24,28,29,83,111],tl:84,tlc:[19,24,104,106,110],tlcpack:[0,19,32,107,111,131,133,194],tlcpackstag:19,tm:[103,113],tmap:7,tmlc:61,tmoreau89:[91,177],tmp:[2,63,64,66,67,68,79,91,99,100,101,111,118,127,138,203],tmp_dir:118,tmp_log_fil:[64,99,100,101],tmp_path:65,tmpvqmlx1gg:111,tn:166,to_batch:155,to_batch_matmul:155,to_cp:155,to_dlpack:146,to_dlpack_func:138,to_exclud:137,to_json_dict:137,to_mxnet_func:138,to_networkx:114,to_python:154,to_pytorch_func:138,to_scipy_sparse_arrai:114,to_sourc:154,to_str:35,toanormalform:[34,78,155],toanormalformexpr:155,tobasicblocknormalform:155,tobyt:107,tocp:155,todai:[13,72,169],todens:[72,95],todo:[12,18,44,70,84,136,150],togeth:[6,8,10,13,21,34,35,37,72,78,119,127,128,129,130,136,152,153,155,162,176,195,199],tographnormalform:155,token:[35,131,157,174],toler:154,tolist:69,tom:110,tomixedprecis:[53,64,155],tomohiro:66,too:[1,7,8,9,36,53,90,92,94,95,98,99,100,101,102,106,111,136,137,183,185],took:[35,53],tool:[4,6,10,21,28,36,40,58,59,63,66,72,91,93,103,106,113,132,138,149,172,177,191,193,201,202],toolchain:[1,36,53,59,65,66,138,163,174],toolkit:[58,132],top1:[42,47,66,67,68],top1_kera:44,top1_torch:[48,109],top1_tvm:[44,45,48,109],top3:70,top5:64,top:[6,7,14,15,19,26,28,30,32,34,40,42,43,44,45,47,48,49,50,63,64,66,67,68,71,109,112,127,132,136,137,143,144,147,151,152,153,156,161,162,166,169,170,171,174,177,178,182,189,193],top_categori:64,top_k:[49,144,156],top_k_record:144,top_oneflow:45,topdir:203,tophub:[137,178],topi:[1,9,14,33,37,90,91,92,93,94,95,98,102,127,128,137,139,142,151,152,160,183,193,196,198],topi_comput:33,topi_integr:137,topi_schedul:137,topic:[24,28,76],topic_vta_tutori:187,topic_vta_tutorials_frontend:180,topic_vta_tutorials_optim:186,topisst:34,topk:[14,152,162],topk_strategi:14,topk_strategy_cuda:14,topkv2:4,topleveltracedmodul:150,topmost:143,topolog:[7,13,35,56,167,169],toppattern:[33,169],torch:[48,64,67,68,69,70,78,109,114,150,201],torch_class_kei:[48,109],torch_img:[45,48,109],torch_model:114,torchscript:[48,64,67,68,150],torchvis:[48,64,67,68,109],tornado:[98,99,100,101,107,132],tornadomeet:154,tos:[24,51,59,73,75,81,88,96,103],total:[5,29,36,43,47,49,52,64,66,69,70,74,77,84,85,87,89,91,92,93,94,97,99,100,101,105,109,111,113,116,126,136,137,141,147,152,156,158,160,161,164,177,178,180,182,186,187,188,189,191,198],total_el:35,total_global_memori:158,total_tim:[105,141],totensor:[45,47,48,64,70,109],touch:[13,28,36,144,202],touch_task:144,tour:196,toward:[1,24,141,161,199],tp1:147,tp:[12,53,143],tpu:174,tqchen:154,trace:[7,12,30,48,64,67,68,78,109,143,144,150,152,155,160,161],trace_act:[160,161],trace_stack:143,traceabl:[143,161],traceback:25,tracerwarn:69,tracewrapp:69,track:[15,18,37,111,161,166,167,170,177],tracker:[17,53,55,64,92,94,100,102,132,136,137,157,178,201,202],tracker_addr:157,tracker_host:[66,178],tracker_port:[66,178],trackersess:157,tradeoff:18,tradit:[6,9,11,13,18,59,83,103,167,196],tradition:[9,11,150],traffic:[111,145],trail:[20,191],train:[24,56,64,70,103,104,106,107,108,113,114,134,136,137,150,153,162,166,190,191,201,202],train_dataset:111,train_i:61,train_resnet:154,train_x:61,trained_cel:166,trained_model:[104,106,108],trait:23,tran:161,trans_a:162,trans_b:162,transa:138,transact:161,transb:138,transfer:[3,29,35,37,63,82,137,141,152,197],transform:[1,2,4,9,12,18,28,33,34,35,37,40,42,43,44,45,46,47,48,49,50,53,55,56,61,62,63,64,66,67,68,69,70,71,78,79,83,84,91,92,93,94,95,99,100,101,102,104,105,106,108,109,110,111,114,118,122,125,127,132,136,137,138,142,151,152,153,154,156,160,162,163,165,167,168,169,170,178,182,183,185,188,189,191,196,197,199],transform_block_layout:161,transform_funct:[12,78,155,161],transform_imag:[66,67,68],transform_layout:[160,161],transform_modul:143,transform_step:95,transformed_kernel:138,transformgraph:4,transformlayout:161,transformmmabufferlayout:161,transformspac:137,transit:[124,137],translat:[9,37,55,83,122,160,161,178,196,202],translatedlay:150,transp_a:162,transp_b:162,transpar:[35,117,120,167],transport:[9,104,105,109,110,145],transport_context_manag:[110,145],transportclosederror:145,transportlogg:145,transporttimeout:145,transpos:[4,42,43,44,62,66,67,68,69,72,107,114,138,147,150,152,153,154,155,160,161,162,178,182,183,185,188,191,196,201],transpose_a:[150,153,162],transpose_b:[150,153,162],transpose_matrix:161,travel:21,travers:[1,7,12,18,35,53,147,152,160,199],treat:[13,21,28,69,91,92,93,94,117,120,141,143,150,152,153,159,166,167,170],tree:[8,9,11,13,28,39,114,127,145,161,166,169,170],tremend:191,trevor:62,tri:[163,167,202],triag:29,trial:[53,65,90,91,92,93,94,95,98,136,137,144,189,190,191,202],trial_scor:137,trial_timestamp:137,triangular:[152,162],trick:[15,84,199],trigger:[19,122,132],trilinear:[151,153,162],trilu:[152,162],trip:[5,158],tripl:[40,138,159,192],triplet:128,trippabl:200,trivial:[19,105,161],troubl:132,tru:169,truck:43,true_branch:[34,149,152],true_offset:18,true_valu:161,truman:[117,197],trunc:[152,160,161,162],trunc_divid:152,trunc_mod:152,truncat:[160,161,162],truncatemod:4,truncdiv:[160,161,162],truncmod:[160,161],trust:[17,27],truth:136,try_get_conv2d_sparse_input:162,try_get_sparse_input:162,try_spatial_pack_depthwis:99,try_unrol:137,try_unroll_vec:137,try_wait:161,ts:195,tsim:[173,178,182,183,185,188],tsk:[64,99,100,101,137],tsk_trial:[64,99,100,101],ttf:[43,178],tty:106,ttype:149,ttyusb0:177,tun:[64,65],tunabl:[64,98,99,100,101,105,137,190,196,199],tune:[10,14,40,53,62,64,65,66,71,72,80,88,90,95,97,103,107,113,132,134,136,137,143,144,155,159,161,178,189,193,196],tune_and_evalu:[91,93,95,99,100,101,102],tune_context:144,tune_conv2d_cuda:[97,98],tune_conv2d_layer_cuda:[89,90],tune_graph:102,tune_kernel:102,tune_log:[64,65],tune_network_arm:[89,91],tune_network_cuda:[89,92],tune_network_mali:[89,93],tune_network_x86:[89,94],tune_opt:[90,91,92,93,94,95,136,189],tune_relay_arm:[97,99],tune_relay_cuda:[97,100],tune_relay_mobile_gpu:[97,101],tune_relay_x86:[97,102],tune_sparse_x86:[89,95],tune_task:[99,100,101,144],tune_tir:144,tunecontext:144,tuner:[53,64,65,91,92,93,94,98,99,100,101,102,105,142,171,191,201],tuner_obj:[64,99,100,101,102,191],tuning_api:143,tuning_api_databas:143,tuning_opt:[99,100,101,102,136,191],tuning_record:[65,144,191,202],tuningopt:[90,91,92,93,94,95,136,189],tuningrecord:144,tunner:105,tup:[33,167],tupl:[2,18,32,33,34,44,62,76,90,108,119,121,123,126,136,137,138,141,143,147,148,149,150,151,152,153,154,155,156,157,160,161,162,164,165,166,169,189,190],tuple_get_item_nod:169,tuple_input:[126,129],tuple_pattern:169,tuple_valu:[149,152],tupleaffinetyp:143,tuplegetitem:[34,149,152,167,169],tuplegetitemnod:34,tuplegetitempattern:149,tupleitemgetnod:34,tuplenod:[34,35],tuplepattern:149,tupletyp:[143,147,170],tuplewrapp:[152,197],ture:150,turn:[6,19,24,37,56,72,107,110,111,117,130,138,155,160,161,174,177,199],tusker:49,tutori:[1,12,20,23,27,33,35,42,43,44,45,46,47,48,50,53,55,58,59,61,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,103,104,105,106,107,108,111,112,113,114,117,118,119,120,122,123,124,125,127,128,129,130,131,133,161,167,171,172,176,177,178,182,183,185,188,189,190,191,192,194,195,196,198,199,200,201,202,203],tutorial_dir:118,tvfm:32,tvm4j:53,tvm:[0,1,2,3,4,5,7,8,11,12,14,16,17,20,21,22,25,26,27,28,31,32,33,34,38,51,55,58,63,65,69,72,73,74,76,77,80,82,83,84,88,90,91,92,93,94,95,98,99,100,101,102,103,104,105,106,108,109,110,112,113,117,118,119,120,121,122,123,124,126,127,128,129,131,142,163,164,165,166,167,168,169,170,171,173,174,175,176,177,178,181,189,193,195,198,199,200],tvm_access_ptr:[83,128,161],tvm_add_filelin:33,tvm_attr_field:33,tvm_autotun:201,tvm_black_format:158,tvm_bmma_sync:161,tvm_build_path:132,tvm_call_pack:[117,161],tvm_check_return:161,tvm_class_kei:[45,48,109],tvm_data:162,tvm_declare_attr:33,tvm_define_object_ref_method:12,tvm_dev_mblob:8,tvm_dll:[12,110,203],tvm_dll_export_typed_func:35,tvm_enable_l2_prefetch:[90,122,123],tvm_export:110,tvm_ffi:28,tvm_fill_frag:[83,161],tvm_func:138,tvm_home:[32,53,132,203],tvm_if_then_els:117,tvm_lib:63,tvm_library_path:[32,132],tvm_load_matrix_sync:[83,161],tvm_log_debug:[30,132],tvm_micro_board:[104,105,108,110],tvm_micro_seri:[104,105,110],tvm_micro_use_hw:[104,105,110],tvm_mma_sync:[83,161],tvm_ndk_cc:[66,91,93],tvm_num_thread:[70,71,102],tvm_op:[2,141],tvm_out:[2,43,44,162,178],tvm_output:[42,45,46,47,48,49,50,64,72,110,191],tvm_path:177,tvm_pred:71,tvm_re:[69,71],tvm_register_:37,tvm_register_glob:[3,12,15,33,34,35,37],tvm_register_node_typ:33,tvm_register_pass_config_opt:12,tvm_register_target_kind:3,tvm_result:70,tvm_root:28,tvm_rpc:[53,64],tvm_runtim:[36,53,63,107],tvm_runtime_pack:57,tvm_stack_alloca:161,tvm_stack_make_arrai:[117,161],tvm_stack_make_shap:[117,161],tvm_store_matrix_sync:[83,161],tvm_struct_get:161,tvm_struct_set:161,tvm_target:[0,61,63],tvm_tensorrt_cache_dir:62,tvm_tensorrt_max_workspace_s:62,tvm_tensorrt_multi_engin:62,tvm_tensorrt_use_fp16:62,tvm_test_target:[32,154],tvm_thread_allreduc:[161,195],tvm_thread_context:[182,183,185,188],tvm_throw_last_error:161,tvm_top3_label:70,tvm_tracker_host:[64,65,66,178],tvm_tracker_port:[64,65,66,178],tvm_tupl:161,tvm_use_cmsi:108,tvm_val:158,tvm_version:10,tvm_vulkan_debug_shader_savepath:16,tvm_vulkan_disable_dedicated_alloc:16,tvm_vulkan_disable_push_descriptor:16,tvm_vulkan_disable_shader_valid:16,tvm_vulkan_enable_validation_lay:16,tvm_workspace_size_byt:106,tvmarg:[15,35,37,161],tvmargssett:35,tvmarrayhandl:161,tvmbackendallocworkspac:161,tvmbackenddevicealloc:9,tvmbackendfreeworkspac:161,tvmc:[28,53,59,64,73,74,107,111,132,191,193,198],tvmc_command_line_driv:[61,198,201],tvmc_mode:65,tvmc_model:65,tvmc_packag:65,tvmc_python:[198,201,202],tvmcmodel:53,tvmcpackag:[53,65,202],tvmcpythonintro:202,tvmdbg:2,tvmdeviceexttyp:[3,158],tvmerror:[25,140,143,161],tvmexecut:111,tvmfunccal:25,tvmgen_:155,tvmgen_default:[106,107],tvmgen_default_:110,tvmgen_default_devic:107,tvmgen_default_fused_layout_transform:105,tvmgen_default_fused_layout_transform_1:105,tvmgen_default_fused_nn_contrib_conv2d_nchwc:105,tvmgen_default_fused_nn_contrib_dense_pack_add:110,tvmgen_default_fused_nn_conv2d_kernel0:53,tvmgen_default_input:[106,107],tvmgen_default_output:[106,107],tvmgen_default_run:[106,107],tvmgen_default_vanilla_accelerator_main_0:203,tvmgen_mod_name_:155,tvmgetlasterror:161,tvminiti:111,tvmj:138,tvmlogf:106,tvmpackag:[53,65],tvmplatformformatmessag:106,tvmplatforminiti:106,tvmplatformtimerstart:9,tvmplatformtimerstop:9,tvmretvalu:[15,35,37,161],tvmrunner:53,tvmscript:[158,160,200],tvmstreamhandl:[3,158],tvmvalu:[15,35,161],tvo:56,tweak:9,twice:[13,23,119,148,167],two:[1,3,6,7,9,10,13,14,15,19,22,24,26,29,33,34,35,37,40,53,55,57,58,59,62,63,64,72,76,78,79,84,95,100,106,110,111,114,117,124,125,128,129,132,136,137,138,139,143,147,149,150,151,152,153,154,155,156,160,161,162,166,167,170,173,174,177,183,189,190,191,195,196,199,200,201],two_elementwise_transformed_intermediate_buff:161,tx1:62,tx2:62,tx:[37,82,83,98,122,123,125,161,164,183,199],txt:[11,42,44,45,47,48,49,50,64,66,67,68,70,104,105,107,108,109,110,112,134,191,201],txz:82,ty:[1,78,79,82,83,98,118,161,169,197],ty_nam:[152,154],typ:152,type1:24,type2:24,type3:24,type:[0,1,2,3,5,6,7,8,9,12,14,15,18,20,21,26,27,28,32,34,35,37,43,45,46,50,53,55,56,59,60,61,64,72,78,79,84,100,106,107,108,109,111,112,117,120,122,127,129,131,132,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,173,174,177,178,182,185,188,191,199,200,201],type_annot:[83,128,143,149,152,161],type_arg:152,type_cal:143,type_cod:35,type_constraint:[143,170],type_def:[143,161],type_definit:[143,161],type_index:15,type_kei:[8,15,35,53,110,143,149,158],type_nam:[119,138],type_nod:35,type_of:152,type_param:[67,68,143,152,170],type_rel:143,type_rel_func:143,type_str:158,type_var:[143,152],typecal:[143,170],typecast:[182,185,188],typecheck:[166,170],typecod:60,typeconstraint:[143,170],typedata:[143,152,170],typedef:12,typedoc:135,typedpackedfunc:[12,34],typedstorag:[109,114],typeerror:143,typefunctor:152,typekind:143,typematch:35,typemut:152,typenam:162,typeparam:[147,152],typepattern:149,typerel:[143,170],typereport:[33,143],typescript:135,typevar:[143,147,152,170],typevisitor:152,typic:[1,3,6,10,12,19,28,37,46,63,72,84,90,91,92,93,94,102,110,123,124,132,137,139,149,153,155,158,161,167,168,170,173,174,177,200],typical:112,typing_extens:[106,144],tyz:82,tz:98,u16:161,u200:63,u250:63,u280:63,u50:63,u54:159,u55:[103,113],u8:161,u:[19,107,161,167,177],uart0:107,uart:[9,107,112],uart_stdout:107,uartstdoutinit:107,uberti:111,ubiquit:166,ubuntu:[0,62,87,91,132,134,177],ubuntu_download_arm_compute_lib_binari:55,ucb:59,uchar:[90,122,123],uid_lookup_path:49,uint16:[5,36,164],uint16_t:106,uint32:[5,36,153,162,164,195],uint32_t:[18,106,174],uint64:[5,36,164,195],uint64_t:[15,90,122,123],uint8:[5,36,46,49,55,70,71,107,111,153,164],uint8_t:[106,107,111,203],uint:[90,122,123],uintimm:161,ultim:[19,33,111,169,201],ultra96:[63,173],ultra:177,ultrascal:[63,177],ulyanov:153,uma:[193,198],uma_backend:203,uma_cli:203,umabackend:203,umount:177,un:131,un_cp:155,unalloc:158,unambigu:158,unannot:161,unari:161,unbatch:111,unbias:152,unbound:159,uncas:72,uncertain:21,unchang:[153,161],uncheck:177,uncom:[72,79,90,91,92,93,94,95,98,99,100,101,102,111,143],uncommit:161,uncompress:111,uncondit:18,uncontrol:155,unconvent:[10,11],undef:[1,161],undefin:[1,12,14,152,161,162],undefined_var:161,under:[12,15,17,19,24,25,35,36,37,53,64,70,78,106,112,122,127,132,137,144,159,160,161,164,166,169,172,174,177,190,191,195,199,201],underflow:152,underli:[11,24,37,134,138,141,145,152,158,161,191,199],underlin:[35,158],underneath:111,understand:[1,2,3,6,7,8,9,21,24,34,66,67,68,78,98,111,119,127,190,196,199,201,202],understood:[152,166],underwai:16,undetermin:12,undisclos:17,undo:[7,155],undon:7,unexpect:[36,161],unexpectedli:177,unfold:166,unfoldr:166,unfortun:[4,7,18,21,111],unidirect:37,unif:161,unifi:[0,6,8,9,35,106,107,130,161,171,202],uniform:[28,37,55,56,58,62,69,72,82,83,84,90,91,92,93,94,98,99,100,101,102,117,118,120,123,124,128,138,151,158,161,162,189,190,192,195,197,199],uniformli:138,unifythreadbind:161,unimport:136,unind:20,union:[7,15,18,119,136,137,138,139,143,144,145,146,147,148,151,152,153,155,157,159,160,161,162,166,170],unipolar:[153,162],uniqu:[9,11,15,35,62,83,137,138,143,147,148,152,155,161,162,166,167,170,173],unique_nam:11,unit:[10,28,29,53,55,61,62,63,65,79,83,84,114,118,128,136,143,153,154,156,158,159,161,171,174,182,197,199],units_in:153,unittest:28,univers:[15,24,203],unix:132,unknown:[35,158,159,169],unleash:63,unless:[8,9,70,71,161,162],unlik:[3,5,18,59,132,153,158,160,161,162,164,167,202],unlink:108,unlist:137,unmatched_cas:147,unmodifi:[143,160],unmount:177,unnecessari:[7,20,34],unnecessarili:28,uno:111,unoptim:[191,201],unpack:[3,4,32,35,104,106,107,108,109,111,136,138,150,161,162],unpack_arch:111,unpack_nchwc_to_nchw:162,unpacked_out:162,unprun:72,unravel_index:[152,162],unravelindex:4,unrecogn:35,unrel:[19,28],unreli:[84,199],unrespons:177,unrol:[5,12,37,76,84,90,95,98,99,100,101,137,139,154,160,161,164,189,190,196,199],unroll_explicit:[37,90,98,189],unroll_loop:12,unrollloop:[6,12,37,83,161],unrollloopconfig:12,unsaf:161,unsafe_hide_buffer_access:161,unsafe_set_dtyp:161,unscaled_dataset:111,unschedul:161,unseen:137,unset:[16,32,58,132,158,163],unsign:[90,107,111,122,123],unsorted_segment_sum:152,unspecifi:[16,152,162],unsqueez:162,unstabl:[45,48,69],unstructur:72,unsuit:[18,137],unsupervis:154,unsupport:[35,99,100,101,102],unsupportedinmodellibraryformaterror:145,unsur:110,untar:138,until:[3,7,136,141,144,145,158,166,169,170,174],untouch:[161,185],untri:137,untyped_storag:[109,114],untypedstorag:[109,114],unus:[3,7,12,153,155,166,177],unzip:132,uop_load_nbyt:[178,182,183,185],uop_push:[182,183,185,188],up:[0,1,3,5,7,12,13,15,18,19,21,22,25,26,29,35,36,37,43,55,63,64,66,69,70,72,76,79,84,91,99,101,104,110,111,132,134,136,137,141,143,145,152,155,157,158,161,164,166,167,170,177,178,191,195,199,201,202],up_stat:7,upcom:[190,199],updat:[12,14,18,20,25,27,28,34,35,39,59,67,68,78,83,104,105,107,108,110,111,112,114,124,132,136,137,138,143,144,148,152,153,155,160,161,162,166,170,174,177,192],update_from_fil:[90,136,189],update_func:[143,161],update_global_info:[143,161],update_o:161,updated_dag:136,updated_mod:[143,155,161],updated_st:136,upfront:63,upgrad:[18,132],uphold:23,upload:[19,20,27,58,64,66,67,68,91,93,99,101,102,157,163,178,182,183,185,188,192],upload_ci_resourc:20,upon:[10,12,13,33,46,148,150,152,170,174,191,201],upper:[28,136,137,138,152,161,162,191],uppercas:28,upsampl:[153,162],upsampling3d:[153,162],upstream:[26,28,29],upward:7,url:[0,20,24,26,28,29,47,108,111,131,157,191],url_map:20,urllib:111,urlretriev:111,urrent:138,us:[0,1,3,4,5,6,7,8,11,12,13,14,15,16,17,18,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,39,40,42,43,44,45,46,47,48,49,50,51,53,55,56,58,59,62,63,64,65,66,67,68,69,71,72,75,76,77,80,81,82,84,85,91,92,93,94,95,98,99,101,102,104,105,106,109,110,114,115,116,121,122,123,124,125,126,129,131,132,133,134,136,137,138,139,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,167,169,170,171,173,174,178,181,182,183,185,188,191,192,193,194,195,196,197,198,200,203],usabl:[3,24,34,132,166],usag:[5,9,10,13,24,25,27,32,35,59,61,107,108,117,119,127,128,129,137,143,148,155,156,157,158,160,161,162,164],usart3:106,usb:[106,177],usb_devic:106,usbmodemxxxx:106,use_3xtf32:118,use_android:[99,101],use_arm_compute_lib:55,use_arm_compute_lib_graph_executor:55,use_auto_schedul:[91,92,93,94],use_autotvm:148,use_bnn:56,use_ccach:132,use_clml:53,use_clml_graph_executor:53,use_cmsi:108,use_cmsis_nn:106,use_codegenc:35,use_cpp_rpc:53,use_cpp_rtvm:53,use_cuda:[67,132],use_cudnn:117,use_cutlass:118,use_dens:150,use_dp:102,use_exist:145,use_fast_exp:162,use_fast_math:118,use_graph_executor:[53,132],use_ieee_fp:159,use_implicit_batch:62,use_int_div:162,use_kalloc_align:53,use_libbacktrac:[36,53],use_llvm:[36,53,63,132],use_micro:36,use_multiprocess:118,use_ndk:[91,93],use_nnpack:134,use_nt_batch_matmul:150,use_opencl:[36,53,66,192],use_papi:87,use_parser_friendly_nam:150,use_pass_infra:[77,78],use_pass_instru:[77,79],use_physical_hw:[104,105,110],use_pipeline_executor:118,use_profil:[2,132],use_qat:155,use_qfloat:159,use_rasp:24,use_relay_debug:[30,132],use_rocm:132,use_rpc:53,use_scalable_vector:162,use_sm:162,use_spars:[91,94],use_tensorrt_codegen:62,use_tensorrt_runtim:62,use_transfer_learn:[99,100,101],use_unpacked_api:203,use_vart_edge_dpu:63,use_vitis_ai:63,use_vta_fpga:177,use_vta_fsim:177,use_vulkan:66,use_xpu:36,useassumetoreducebranch:161,usecas:152,user:[1,6,7,9,12,13,15,17,20,21,24,25,28,35,36,37,53,59,63,76,78,80,84,90,95,98,99,100,101,106,107,117,118,119,120,122,124,125,128,131,132,136,137,138,143,145,147,149,150,152,154,155,158,159,160,161,162,163,164,166,167,169,170,173,177,182,188,189,190,196,197,199,200,201],usernam:[28,29,177],userwarn:[46,48,49,64,67,68,69,70,100,109,111,114,195,197,202],uses_gpu:[32,154],ushort:[90,122,123],using_external_lib:[116,117],using_pipeline_executor:[116,118],using_relay_viz:[116,119],usingblockvar:161,usmp:[106,107],usr:[36,59,63,91,93,132,134,177],usual:[6,13,14,15,18,19,21,23,26,28,34,36,40,63,98,111,117,119,122,127,136,137,147,161,162,166,170,192],utf:[43,178],util:[3,4,6,8,9,10,18,34,35,49,53,63,64,65,66,67,68,70,84,91,93,94,95,99,100,101,104,105,106,108,109,110,111,118,119,128,131,134,137,142,143,150,152,154,161,167,174,177,178,182,183,185,188,191,192,197,199,203],utk:87,uwsampl:64,ux:2,v0:[0,29,44,63,64,138,146,152,155,161],v16:132,v1:[4,13,29,49,50,63,66,99,107,111,114,150,153,161,166,190],v2016:177,v21:55,v2:[4,51,52,59,71,111,177,191,201,202],v3:[4,51,52,55,102,104,105,108,110,112,154,178],v4:[4,108],v68:159,v6:132,v8a:[53,66],v:[15,28,29,66,72,91,99,101,104,105,107,108,110,112,137,152,159,162,166,167,172,177,178,182,183,185,192],v_i0:200,v_param_100:65,v_param_101:65,v_param_102:65,v_param_103:65,v_param_104:65,v_param_105:65,v_param_106:65,v_param_107:65,v_param_108:65,v_param_109:65,v_param_10:65,v_param_110:65,v_param_111:65,v_param_112:65,v_param_113:65,v_param_114:65,v_param_115:65,v_param_116:65,v_param_117:65,v_param_118:65,v_param_119:65,v_param_11:65,v_param_120:65,v_param_121:65,v_param_122:65,v_param_123:65,v_param_124:65,v_param_125:65,v_param_126:65,v_param_127:65,v_param_128:65,v_param_129:65,v_param_12:65,v_param_130:65,v_param_131:65,v_param_132:65,v_param_133:65,v_param_134:65,v_param_135:65,v_param_136:65,v_param_137:65,v_param_138:65,v_param_139:65,v_param_13:65,v_param_140:65,v_param_141:65,v_param_142:65,v_param_143:65,v_param_144:65,v_param_145:65,v_param_146:65,v_param_147:65,v_param_148:65,v_param_149:65,v_param_14:65,v_param_150:65,v_param_151:65,v_param_152:65,v_param_153:65,v_param_154:65,v_param_155:65,v_param_156:65,v_param_157:65,v_param_158:65,v_param_159:65,v_param_15:65,v_param_160:65,v_param_161:65,v_param_162:65,v_param_163:65,v_param_164:65,v_param_165:65,v_param_166:65,v_param_167:65,v_param_168:65,v_param_169:65,v_param_16:65,v_param_170:65,v_param_171:65,v_param_172:65,v_param_173:65,v_param_174:65,v_param_175:65,v_param_176:65,v_param_177:65,v_param_178:65,v_param_179:65,v_param_17:65,v_param_180:65,v_param_181:65,v_param_182:65,v_param_183:65,v_param_184:65,v_param_185:65,v_param_186:65,v_param_187:65,v_param_188:65,v_param_189:65,v_param_18:65,v_param_190:65,v_param_191:65,v_param_192:65,v_param_193:65,v_param_194:65,v_param_195:65,v_param_196:65,v_param_197:65,v_param_198:65,v_param_199:65,v_param_19:65,v_param_1:65,v_param_200:65,v_param_201:65,v_param_202:65,v_param_203:65,v_param_204:65,v_param_205:65,v_param_206:65,v_param_207:65,v_param_208:65,v_param_209:65,v_param_20:65,v_param_210:65,v_param_211:65,v_param_212:65,v_param_213:65,v_param_214:65,v_param_215:65,v_param_216:65,v_param_217:65,v_param_218:65,v_param_219:65,v_param_21:65,v_param_220:65,v_param_221:65,v_param_222:65,v_param_223:65,v_param_224:65,v_param_225:65,v_param_226:65,v_param_227:65,v_param_228:65,v_param_229:65,v_param_22:65,v_param_230:65,v_param_231:65,v_param_232:65,v_param_233:65,v_param_234:65,v_param_235:65,v_param_236:65,v_param_237:65,v_param_238:65,v_param_239:65,v_param_23:65,v_param_240:65,v_param_241:65,v_param_242:65,v_param_243:65,v_param_244:65,v_param_245:65,v_param_246:65,v_param_247:65,v_param_248:65,v_param_249:65,v_param_24:65,v_param_250:65,v_param_251:65,v_param_252:65,v_param_253:65,v_param_254:65,v_param_255:65,v_param_256:65,v_param_257:65,v_param_258:65,v_param_259:65,v_param_25:65,v_param_260:65,v_param_261:65,v_param_262:65,v_param_263:65,v_param_264:65,v_param_265:65,v_param_266:65,v_param_267:65,v_param_268:65,v_param_269:65,v_param_26:65,v_param_270:65,v_param_271:65,v_param_272:65,v_param_273:65,v_param_274:65,v_param_275:65,v_param_276:65,v_param_277:65,v_param_278:65,v_param_279:65,v_param_27:65,v_param_280:65,v_param_281:65,v_param_282:65,v_param_283:65,v_param_284:65,v_param_285:65,v_param_286:65,v_param_287:65,v_param_288:65,v_param_289:65,v_param_28:65,v_param_290:65,v_param_291:65,v_param_292:65,v_param_293:65,v_param_294:65,v_param_295:65,v_param_296:65,v_param_297:65,v_param_298:65,v_param_299:65,v_param_29:65,v_param_2:65,v_param_300:65,v_param_301:65,v_param_302:65,v_param_303:65,v_param_304:65,v_param_305:65,v_param_306:65,v_param_307:65,v_param_308:65,v_param_309:65,v_param_30:65,v_param_310:65,v_param_311:65,v_param_312:65,v_param_313:65,v_param_314:65,v_param_315:65,v_param_316:65,v_param_317:65,v_param_318:65,v_param_319:65,v_param_31:65,v_param_320:65,v_param_32:65,v_param_33:65,v_param_34:65,v_param_35:65,v_param_36:65,v_param_37:65,v_param_38:65,v_param_39:65,v_param_3:65,v_param_40:65,v_param_41:65,v_param_42:65,v_param_43:65,v_param_44:65,v_param_45:65,v_param_46:65,v_param_47:65,v_param_48:65,v_param_49:65,v_param_4:65,v_param_50:65,v_param_51:65,v_param_52:65,v_param_53:65,v_param_54:65,v_param_55:65,v_param_56:65,v_param_57:65,v_param_58:65,v_param_59:65,v_param_5:65,v_param_60:65,v_param_61:65,v_param_62:65,v_param_63:65,v_param_64:65,v_param_65:65,v_param_66:65,v_param_67:65,v_param_68:65,v_param_69:65,v_param_6:65,v_param_70:65,v_param_71:65,v_param_72:65,v_param_73:65,v_param_74:65,v_param_75:65,v_param_76:65,v_param_77:65,v_param_78:65,v_param_79:65,v_param_7:65,v_param_80:65,v_param_81:65,v_param_82:65,v_param_83:65,v_param_84:65,v_param_85:65,v_param_86:65,v_param_87:65,v_param_88:65,v_param_89:65,v_param_8:65,v_param_90:65,v_param_91:65,v_param_92:65,v_param_93:65,v_param_94:65,v_param_95:65,v_param_96:65,v_param_97:65,v_param_98:65,v_param_99:65,v_param_9:65,v_thread:183,va_end:106,va_list:106,va_start:106,vadd:188,vagu:[28,150],val2017:111,val:[18,98,129,137,148,161,190],val_1:129,val_2:129,val_accuraci:111,val_loss:111,valid:[3,16,19,24,32,44,46,53,61,64,69,91,92,93,94,98,114,136,137,138,140,141,144,148,152,155,156,159,161,162,167,170,191,199,201],valid_box:69,valid_count:[152,156,162],valid_length:[152,162],valid_list:138,valid_op:147,validation_data:111,validation_dataset:111,valu:[2,3,5,6,7,12,13,15,16,18,20,24,27,28,34,35,46,61,62,66,67,68,69,70,72,76,79,90,92,95,99,100,101,104,106,107,109,110,111,112,123,124,128,129,132,136,137,138,140,141,143,145,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,166,167,169,170,173,174,182,183,185,188,189,190,191,196,197,199,200],value_index:[7,15,123,160,161,182,195],valueerror:[1,25,64,79,91,92,93,94,99,100,101,102,143,159,191],valuetoexpr:34,vanilla:153,vanilla_acceler:203,vanilla_accelerator_conv2dnchw:203,vanilla_conv2dnchw:203,vanillaacceler:203,vanillaacceleratorbackend:203,vanillaacceleratorconv2dpass:203,varaibl:62,vararg:160,varargs_nam:160,vardef:161,vari:[1,9,16,112,128,167,170,191,196,199,201],variabl:[2,6,7,13,18,20,21,24,32,36,45,48,53,58,62,63,67,68,70,71,76,82,84,91,104,107,108,109,110,111,114,125,132,134,137,138,141,143,147,148,149,150,152,154,155,158,160,161,162,165,166,174,177,178,182,192,199],variad:161,varianc:[98,152,153,156,162,190],variant:[6,72,143,153,154,161,174,191,201],varibl:[67,68],varieti:[7,11,18,19,20,24,51,73,81,87,88,96,117,166],varint:144,variou:[6,12,18,27,31,35,49,53,59,64,78,79,84,108,111,117,125,132,138,162,167,170,200],varnod:[35,143,149,169],varpattern:149,vast:6,vastli:84,vd:63,vdevic:143,vdevice_id:143,ve:[12,29,33,34,107,111,177,178,182,183,185,191,199,201],vec1:161,vec2:161,vec:161,vec_siz:137,vector:[1,5,6,7,12,18,21,35,40,72,76,82,83,90,95,99,101,107,111,128,136,137,152,153,158,159,160,161,162,164,174,182,183,185,189,190,191,196,200],vector_unit_byt:136,vectorcombin:161,vectorhigh:161,vectorize8:76,vectorizeloop:[37,161],vectorlow:161,vela:107,vendor:[98,117,130,158],venv:[45,48,64,67,68,69,70,109,111,114],verbos:[28,30,33,90,95,105,107,109,111,136,137,189],verbose_ev:136,verbose_expr:158,veri:[7,9,11,13,14,15,17,18,21,25,32,34,35,36,37,39,67,68,72,76,98,99,101,105,111,117,118,132,154,155,160,161,162,166,190,200,202],verif:[15,53,161,177,190],verifi:[10,19,29,33,46,53,70,111,118,122,123,157,160,161,162,169,183,185,191,199,201],verify_gpu_cod:161,verify_memori:161,verify_ssa:161,verify_well_form:161,verifymemori:161,verifyvtcmlimit:161,veril:173,verilog:177,verison:161,versatil:[40,128,130,166,201],version:[0,2,4,6,10,11,16,18,19,20,26,27,28,33,36,39,45,46,48,50,53,54,55,56,59,62,69,72,78,79,87,90,91,92,93,94,95,98,99,100,101,102,106,107,108,110,114,122,128,132,134,136,137,138,150,152,153,154,155,158,159,160,161,162,164,166,173,174,177,189,190,197,199,201,202],versu:166,veto:23,vf:98,vgg:[4,99,100,101,102,154],vh:[92,94],vi2:161,vi:[67,68,160,161,192,200],via:[6,7,15,18,19,20,23,28,29,30,33,34,44,45,48,53,55,62,64,67,68,69,71,79,91,104,109,111,120,122,124,125,128,132,137,138,141,143,148,157,158,160,161,162,166,167,174,177,182,188,192,199,201,202],video:111,view:[1,6,13,15,19,53,55,59,78,107,111,138,146,166,167,177,199],viewer:[19,191,201],vii:161,vim:[29,177],vio:161,violat:[39,166,177],virtual:[6,7,8,9,12,15,20,107,132,137,148,152,155,160,161],virtualaxi:137,virtualdevic:159,virtualenv:132,virtualmachin:[18,69],virtualmachineprofil:87,visibl:[8,55,161,167],vision:[0,9,18,47,56,61,62,103,109,113,142,154,168,179,180,181,183,191,201,202],visit:[7,13,15,34,35,76,78,79,107,133,143,147,152,161],visit_const:78,visit_subscript:5,visitattr:15,visitexpr:[34,35],visitexpr_:[34,35],visitor:[13,35,147,152,161,169],visual:[0,7,106,110,111,115,116,121,126,132,138,152],visual_wake_word:[106,108],visualis:107,viti:59,vitis_ai:63,vivado:174,viz:[119,138],viz_dataflow_graph:127,viz_edg:138,viz_itervar_relationship_graph:127,viz_nod:[119,138],viz_schedule_tre:127,vizedg:[119,138],vizgraph:[119,138],viznod:[119,138],vizpars:[119,138],vj:[160,161],vjo:161,vk:[160,161],vk_header_vers:158,vk_khr_16bit_storag:16,vk_khr_8bit_storag:16,vk_khr_dedicated_alloc:16,vk_khr_descriptor_update_templ:16,vk_khr_push_descriptor:16,vk_khr_shader_float16_int8:16,vk_khr_storage_buffer_storage_class:16,vkmemorydedicatedrequir:16,vko:161,vkphysicaldevice16bitstoragefeatureskhr:16,vkphysicaldevice8bitstoragefeatureskhr:16,vkphysicaldevicefeatur:16,vkphysicaldevicelimit:16,vkphysicaldeviceshaderfloat16int8featureskhr:16,vkphysicaldevicesubgroupproperti:16,vksubgroupfeatureflagbit:16,vload:161,vm:[6,87,104,106,109,110,148,152],vm_exec:69,vmap:161,vmcompil:148,vmexecutor:148,vmframe:18,vmfunction:18,vn:166,vnni:[70,71],void_arg:37,volatil:174,volunt:[21,23,194],vote:[23,27],vpi:158,vs:[15,18,25,59,111,132,161,178],vscale:161,vstore:161,vta:[14,24,40,64,66,128,130,142,169,179,180,182,187],vta_config:[173,174,177,178,182,183,185,188],vta_get_start:[187,188],vta_hw_comp_thread:177,vta_hw_path:177,vta_insn_mem_0_0:174,vta_insn_mem_0_1:174,vta_insn_mem_5_0:174,vta_insn_mem_5_1:174,vta_mem_id_inp:174,vta_mem_id_wgt:174,vta_modul:163,vta_opcode_load:174,vta_opcode_stor:174,vta_rpc:177,vta_rpc_host:[177,178,182,183,185,188],vta_rpc_port:[177,178,182,183,185,188],vtabl:34,vtaloadbuffer2d:[182,183,185,188],vtapushaluop:[183,185,188],vtapushgemmop:[182,183,185],vtastorebuffer2d:[182,183,185,188],vtauoploopbegin:[182,183,185,188],vtauoploopend:[182,183,185,188],vtcm:[159,161],vtcm_capac:159,vthread:[82,90,98,136,161],vulkan:[3,15,40,66,132,157,158,159,162,202],vulner:17,vulp:64,vw:[92,94],vww:[106,108],vww_96_int8:[106,108],vww_sample_not_person:106,vww_sample_person:106,vx:[82,98],vy:[82,98],w1:[147,160],w2:[147,160],w:[43,54,66,72,82,83,90,91,92,94,98,104,105,107,108,110,112,114,127,128,136,138,147,151,153,155,156,160,161,162,166,169,178,183],w_1:83,w_block:183,w_data:95,w_data_shap:95,w_data_tvm:95,w_end:156,w_in:156,w_indic:95,w_indices_shap:95,w_indices_tvm:95,w_indptr:95,w_indptr_shap:95,w_indptr_tvm:95,w_np:[82,83,95,98],w_share:83,w_shared_1:83,w_shared_wmma_matrix_b:83,w_shared_wmma_matrix_b_1:83,w_sp_np:95,w_start:156,w_tvm:98,wa:[1,2,3,7,9,11,12,21,24,28,32,35,46,59,63,70,78,107,111,138,144,154,161,166,167,178,182,183,185,188,191,199,201],wai:[1,6,9,12,13,14,15,21,22,23,24,25,29,34,35,37,49,53,55,57,59,60,63,65,72,75,78,83,84,88,96,110,111,117,122,123,128,132,136,137,150,160,161,164,166,169,170,172,182,183,185,188,190,191,199,200,201,202],wait:[19,21,112,137,144,145,161,190],wake:106,walk:[33,34,63,123,124,137,188,192,199],walkthrough:38,wall:[9,137],wang:[79,102,119,197],want:[1,3,5,6,8,10,12,13,15,18,19,20,26,28,29,33,34,35,40,45,55,59,60,62,64,65,66,67,68,76,78,106,107,111,117,119,120,122,123,129,131,132,136,138,139,143,147,148,150,155,158,160,161,162,169,177,178,182,188,189,190,191,192,194,196,197,199,200,201,202],wanted_relay_op:137,war:174,warm:[70,136,137,158,178],warmup:[62,90,92],warn:[45,46,48,49,63,64,67,68,69,70,79,100,109,111,127,136,152,155,159,160,161,178,195,197],warp:[83,87,136,161,195],warp_col_til:83,warp_row_til:83,warp_siz:[83,93,136,158],washington:114,wasm:138,wast:[9,201],watch:[19,22],watcho:56,watson:107,wavenet:[153,162],wb:[4,54,72,111,157,161],wb_pin_ocm:61,wc1:169,wc2:169,wc:83,we:[0,1,5,6,7,8,9,10,12,14,15,17,20,21,22,23,24,25,26,27,28,29,30,33,34,35,36,37,40,42,44,45,46,47,48,49,50,53,55,56,57,58,59,60,62,63,64,65,66,67,68,69,70,71,72,76,78,79,82,83,84,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,119,120,122,123,124,125,127,128,129,131,132,134,136,137,138,139,140,141,143,146,147,148,149,150,151,152,153,155,157,158,159,160,161,162,163,164,166,167,169,170,172,173,174,176,177,178,182,183,185,188,189,190,191,192,195,196,197,199,200,201,202,203],wear:22,web:[24,43,49,61,64,69,71,84,104,106,110,177,178,199],webgpu:157,webpack:177,webpag:[90,91,92,93,94,95,98,99,100,101,102,177,192],websit:[27,70,132],week:[21,22,114],wei:[79,119,154],weight1:1,weight2:1,weight:[1,18,35,43,44,48,53,56,59,61,62,64,65,66,67,68,69,70,72,78,91,92,93,94,99,100,101,102,105,107,109,110,111,114,117,118,136,138,141,143,144,147,148,149,150,151,152,153,154,155,161,162,166,167,169,173,174,178,182,183,185,203],weight_1:185,weight_bit:[153,162],weight_buf:185,weight_buf_1:185,weight_data:162,weight_indic:162,weight_indptr:162,weight_layout:[153,162],weight_nam:155,weight_nd:185,weight_np:[90,185],weight_pack:185,weight_sampl:105,weight_shap:[105,155,185],weight_t:114,weight_tvm:90,weights_fil:[44,66],weights_nam:43,weights_path:[43,44,66,111,178],weights_url:[43,44,66],welcom:[13,21,22,23,27,30,39,71,130,169,177,188],well:[1,6,7,9,12,18,19,21,28,29,33,35,39,53,59,61,63,64,76,78,87,95,99,100,101,105,106,111,123,128,132,136,137,143,147,161,162,167,169,170,174,177,178,182,188,195,199,201,203],well_form:147,weng:[76,84],went:138,were:[12,24,35,72,78,111,140,152,155,199],west:[29,104,105,108,110,112],west_cmd:28,wf:83,wget:[50,61,63,104,105,107,108,110,112,201,202],wgt_buffer:182,wgt_dtype:[182,183,185],wgt_load_nbyt:[178,182,183,185],wgt_scope:[182,183,185],wgt_width:[178,182],wh:162,what:[5,7,12,21,24,25,27,28,32,33,35,37,49,55,72,76,79,110,120,152,153,162,169,177,199,201],whatev:[111,149,202],wheel:[21,111],when:[0,1,3,5,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,22,23,24,25,26,28,30,32,33,34,35,36,37,53,55,64,66,72,78,79,84,91,92,93,94,95,99,100,101,105,106,107,110,111,114,117,122,127,131,132,134,136,137,138,139,140,141,143,145,148,149,150,151,152,153,155,157,158,159,160,161,162,164,166,167,169,170,173,174,177,178,182,183,188,190,191,192,196,199,201,202],whenev:[15,166],where:[1,3,4,7,10,11,13,14,15,19,20,21,22,23,24,28,29,30,32,33,34,35,37,53,55,57,78,82,83,84,87,90,91,92,93,94,99,100,101,106,107,108,110,111,114,125,132,134,136,137,141,143,149,150,151,152,153,154,155,158,159,160,161,162,166,167,169,170,178,189,190,191,196,199,202],wherea:[34,155,160,161,170],wherebi:174,wherev:167,whether:[2,6,7,8,9,12,16,21,32,34,35,62,63,66,106,111,128,136,137,138,139,143,144,146,147,148,149,152,153,154,155,156,157,158,159,160,161,162,166,169,170,192,197],which:[1,2,3,5,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,22,24,26,32,33,34,35,36,37,39,44,46,49,50,53,54,56,57,58,59,60,61,62,64,65,67,68,72,76,78,79,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,108,109,110,111,112,120,122,123,125,128,129,130,132,134,136,137,138,139,141,143,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,165,166,167,169,170,173,174,177,178,182,183,188,189,190,191,192,196,197,199,200,201,203],whichev:111,whilst:55,who:[3,5,6,13,19,21,22,23,29,129,132,161,193],whole:[1,2,6,12,28,55,56,66,78,90,91,92,93,94,95,99,100,101,136,152,153,162,166,177,189,190,199],wholli:9,whose:[1,7,8,9,15,33,34,76,84,137,143,152,155,160,161,162,166,167,170],why:[7,12,24,28,29,34,167,174],wi:[82,162],wich:136,wide:[6,9,24,35,111,157,158,166,174,182],widen:62,wider:[18,130,174,190],width:[18,69,82,83,111,123,136,138,151,153,156,161,162,170,173,182,183],wiki:161,wikipedia:161,wildcard:[149,152,166,167,203],wildcardpattern:149,willing:23,win_length:[152,162],window:[10,11,19,29,90,91,92,93,94,95,98,99,100,101,102,103,106,107,134,152,153,156,162,174,177,183,189,190],window_shap:[152,162],winograd:[14,71,134,153,161,162],winograd_condit:14,winograd_transform_matric:162,wio:162,wip:61,wisdom:13,wise:[1,7,55,125,152,160,161,162,169],wish:[55,132],with_attr:[143,161,169],with_bodi:[76,161],with_mean:152,with_minrpc:157,with_shap:49,with_suffix:107,within:[3,7,9,11,12,23,24,29,33,44,82,110,127,128,129,137,138,143,151,152,153,155,156,161,162,167,170,174,182,185,190,199,202],within_index:162,without:[7,9,10,12,13,15,18,23,24,28,29,30,32,34,35,36,39,59,62,65,70,71,90,100,102,103,105,107,111,136,137,143,145,146,152,153,155,156,158,160,161,162,166,167,170,174,177,182,188,189,190],without_attr:[143,161],withscop:152,wkh7dx2:111,wl:[37,82,98],wmma:[83,161],won:[39,63,72,111,132,136,161,182,188],wonder:28,wong:48,word:[66,67,68,72,91,92,93,94,106,138,160,178],work:[3,7,8,12,14,18,19,20,21,22,24,25,30,31,33,35,36,37,59,66,72,75,76,78,80,84,91,92,93,94,99,100,101,107,108,110,122,130,134,136,137,138,143,144,152,154,155,158,160,161,163,166,167,170,177,183,190,193,194,196,198,200,201],work_dir:144,work_on:161,work_with_microtvm:106,workaround:[36,132,136],workflow:[10,20,26,70,125,176,182,188,190,192,199,200],workflow_dispatch:20,workload:[0,6,8,14,35,39,40,53,61,67,68,72,82,91,92,93,94,98,99,100,101,102,124,136,137,141,144,154,162,168,171,177,178,183],workload_arg:[0,136],workload_func:136,workload_hash:136,workload_kei:[91,92,93,94,136],workload_metadata:0,workload_nam:144,workpac:11,workspac:[11,45,46,48,49,62,63,64,66,67,68,69,70,100,106,108,109,114,131,143,152,161,178,195,197],workspace_byte_align:161,workspace_dir:158,workspace_memory_pool:152,workspace_s:[107,108],workspace_size_byt:[11,106,109],workspacememorypool:[143,152],workspacepoolinfo:[143,152],workstat:[59,176],worktre:28,workworload:201,world:[15,21,106,111,169],worri:[13,35,164],wors:119,worst:174,worth:[1,9,24,72,98,129,169,191,199],would:[6,7,9,12,20,21,23,24,33,34,35,55,62,64,67,68,70,71,72,78,104,106,107,108,109,110,111,123,129,133,143,147,150,152,155,158,162,166,167,169,173,174,177,185,202],wouldn:111,wrap:[14,15,33,34,35,37,76,78,79,90,91,92,93,94,95,98,99,100,101,102,137,138,141,143,145,152,159,160,161,162,166,189,190,199],wrap_compute_conv2d:14,wrap_compute_dens:14,wrap_compute_my_new_op:14,wrap_compute_scanop:33,wrap_compute_topk:14,wrap_topi_schedul:[14,33],wrapp:155,wrapped_func:138,wrapper:[12,14,25,33,35,132,136,138,139,141,143,152,160,161,163,199],write:[4,5,6,8,10,11,12,13,15,19,21,23,24,25,27,28,29,32,34,35,54,66,72,75,77,78,82,83,90,96,98,102,106,122,131,136,138,143,145,152,157,160,161,164,166,167,169,170,174,177,182,183,188,189,190,191,195,200],write_bandwidth_bytes_per_cycl:143,write_buffer_index:161,write_latency_cycl:143,write_opt_sch2record_fil:102,write_transport:10,writer:[155,160,161,174],written:[9,12,13,14,24,28,34,76,99,100,101,120,123,132,136,145,161,166,167,170,177,202],wrong:[5,26,79,99,100,101,136],wrote:[19,28,33,190],wrt:[160,162],ws:83,wt:155,wu:[42,50,93,99,154],ww:[82,98],www:[29,47,49,72,152],wxh:153,x1:[72,161,167],x2:[161,166,167],x2paddl:47,x64_64:59,x86:[1,6,14,37,50,53,55,64,65,66,67,68,69,70,71,72,84,88,89,91,96,97,104,105,109,110,134,137,191,196,201],x86_64:[53,56,59,65,104,105,108,110,112,154],x86_64_aarch64:36,x:[1,2,6,12,13,15,19,20,24,25,28,33,37,42,43,45,46,48,49,58,63,66,67,68,71,72,78,82,83,84,90,91,95,98,103,107,109,117,120,122,123,124,125,128,129,132,134,136,137,138,141,143,147,149,151,152,153,154,155,156,158,159,160,161,162,164,166,167,169,173,177,178,182,183,185,188,190,192,195,199,200],x_0:162,x_1:[124,162],x_2:124,x_:[151,153,162],x_c:199,x_c_init:199,x_factor:[125,160],x_i:153,x_inn:183,x_inner:[160,199],x_inner_init:199,x_j:153,x_m:162,x_np:95,x_out:183,x_outer:[160,199],x_parent:160,x_q:143,x_tvm:95,xarg:29,xavier:[62,197],xc:199,xcl_emulation_mod:58,xcl_target:58,xclbin:58,xcode:[132,142],xcrun:138,xeon:102,xf:[29,108,177],xfail:19,xgb:[53,64,65,99,100,101,102,136,144,191],xgb_curv:[64,99,100,101,102,191],xgb_itervar:[64,99,100,101,102,191],xgb_knob:[64,99,100,101,102,191],xgb_rank:[64,99,100,101,102,191],xgb_rank_binari:[64,99,100,101,102,191],xgb_rank_binary_curv:[64,99,100,101,102,191],xgb_rank_binary_itervar:[64,99,100,101,102,191],xgb_rank_binary_knob:[64,99,100,101,102,191],xgb_rank_curv:[64,99,100,101,102,191],xgb_rank_itervar:[64,99,100,101,102,191],xgb_rank_knob:[64,99,100,101,102,191],xgbmodel:[90,94,95,136,189],xgboost:[64,98,99,100,101,132,136,137,190,191,201],xgboosttun:[98,190],xgbtuner:[64,98,99,100,101,102,137,190,191],xi:[7,82,98,123,124,125,137,190,192,199],xiangyu:154,xiaoyu:45,xilinx:[58,63,174],xilinx_path:177,xilinx_sdx:58,xilinx_unified_2020:177,xilinx_vivado:177,xla:40,xmax:156,xmin:156,xo:[7,83,123,124,125,137,190,192,199],xor:[152,161,162],xpu:36,xs:[19,162],xvf:[104,105,107,108,110,112,201],xw:162,xx:[12,82,90,92,93,94],xxx:[36,78,137],xxxentiti:137,xxxspace:137,xy:[33,152,162],xyz:[20,140],xzf:36,y:[6,11,13,25,28,33,46,72,78,82,83,91,98,104,105,108,110,112,117,120,123,127,128,129,132,136,137,138,143,147,151,152,153,155,156,158,159,160,161,162,166,167,169,182,183,190,195,199],y_0:162,y_:[151,162],y_factor:[125,160],y_inn:183,y_inner:[160,199],y_inner_init:199,y_np:95,y_out:183,y_outer:[160,199],y_parent:160,y_tvm:95,yaml:132,yan:[99,100,101,102],yao:[102,114,197],yc:199,ycbcr:46,ye:[104,106],yet:[1,4,5,7,12,18,56,132,146,152,160,164,167,170],yi:[82,98,125,128,137,190,199],yield:[12,72,111,137,152],yizhi:128,ymax:156,ymin:156,yml:20,yo:[83,125,128,137,190,199],yolo:[51,52,156],yolo_detect:[43,178],yolo_reorg:156,yolov2:43,yolov3:[43,178],yongfeng:127,you:[1,2,5,6,8,9,10,12,13,14,19,20,21,22,23,24,25,26,28,29,30,33,34,35,36,37,39,40,42,43,44,45,46,47,48,49,50,53,55,56,57,59,60,62,63,64,65,66,67,68,69,70,71,72,76,78,79,80,82,83,84,87,90,91,92,93,94,95,98,99,100,101,102,104,105,106,107,108,109,110,111,112,114,117,118,119,120,122,123,124,125,127,128,129,131,132,133,134,136,137,140,141,143,150,154,157,158,159,160,161,164,169,172,177,178,182,183,185,188,189,190,191,192,194,195,196,197,199,200,201,202,203],your:[4,9,10,12,13,17,19,20,21,22,23,24,25,26,28,29,30,31,33,34,36,37,39,40,46,53,55,56,57,59,62,63,64,66,67,68,70,71,72,87,90,91,92,93,94,95,99,100,101,102,103,104,107,112,113,114,117,123,125,131,132,133,134,137,150,154,158,162,169,171,172,178,182,183,185,188,189,190,191,192,193,194,195,196,197,198,199,201,202],your_kei:202,your_module_lib_path:35,your_nnpack_install_path:134,yourawesomepars:119,yourself:[22,50,84,90,91,92,93,94,95,98,99,100,101,102,110,199],yu:[84,114],yulun:114,yuwei:44,yy:[82,90,92,93,94],yyi:36,z1:[78,160,177],z2:[78,160],z:[13,42,46,78,82,83,91,98,117,128,152,153,158,160,161,162,166,167,169,195,199],zcu102:63,zcu104:63,zd:63,zephyr:[28,109,111,172],zephyr_bas:[104,105,108,110,112],zephyr_board:[28,112],zephyr_project_path:[104,105,108,110,112],zephyr_sdk_vers:[104,105,108,110,112],zephyrproject:[104,105,108,110,112],zero:[16,33,34,37,58,70,72,82,83,84,95,98,107,108,120,123,124,128,138,141,143,151,152,153,157,158,160,161,162,167,169,182,183,185,188,192,195,199,200,201],zero_point:[108,143],zeros_lik:152,zeroslik:4,zeroth:152,zh:47,zhang:[42,45,46,154],zhao:[42,50,93,99],zheng:[90,91,92,94,98,99,100,101,189,190,192,196],zhi:78,zhreshold:[42,44,46,47,66,67,68,70],zi:128,ziheng:[68,125,129,192],zimag:177,zip:[45,111,114,166],zip_fold:111,zisserman:154,ziyuan:47,zlib1g:132,zlib:132,zo:128,zone:21,zoo:[0,48,64,69,137,191,201],zxvf:63,zynq:177},titles:["Benchmark Performance Log Format","Convert Layout Pass","Debugger","Device/Target Interactions","TensorFlow Frontend","Hybrid Frontend Developer Guide","Design and Architecture","InferBound Pass","Introduction to Module Serialization","microTVM Design Document","microTVM Project API","Model Library Format","Pass Infrastructure","Introduction to Relay IR","Relay Operator Strategy","TVM Runtime System","Vulkan Runtime","Security Guide","Putting the VM in TVM: The Relay Virtual Machine","Using TVM\u2019s CI","Code Guide and Tips","Code Reviews","Committer Guide","TVM Community Guidelines","Documentation","Error Handling Guide","Git Usage Tips","Contributor Guide","Submit a Pull Request","Release Process","Debugging TVM","Developer How-To Guide","Python Target Parametrization","Adding an Operator to Relay","Adding a Compiler Pass to Relay","Bring Your Own Codegen To TVM","Setup RPC System","TVM Codebase Walkthrough by Example","Developer Tutorial","Handle TVM Errors","Frequently Asked Questions","Index","Compile CoreML Models","Compile YOLO-V2 and YOLO-V3 in DarkNet Models","Compile Keras Models","Compile OneFlow Models","Compile ONNX Models","Compile PaddlePaddle Models","Compile PyTorch Models","Compile Tensorflow Models","Compile TFLite Models","Compile Deep Learning Models","Computation times","Deploy to Adreno\u2122 GPU","Deploy to Android","Relay Arm<sup>\u00ae</sup> Compute Library Integration","Relay BNNS Integration","Deploy TVM Module using C++ API","HLS Backend Example","Deploy Models and Integrate TVM","Integrate TVM into Your Project","Marvell Machine Learning Integration","Relay TensorRT Integration","Vitis AI Integration","Deploy the Pretrained Model on Adreno\u2122","Deploy the Pretrained Model on Adreno\u2122 with tvmc Interface","Deploy the Pretrained Model on Android","Deploy the Pretrained Model on Jetson Nano","Deploy the Pretrained Model on Raspberry Pi","Compile PyTorch Object Detection Models","Deploy a Framework-prequantized Model with TVM","Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite)","Deploy a Hugging Face Pruned Model on CPU","Deploy Deep Learning Models","Computation times","Extend TVM","Writing a Customized Pass","Computation times","How to Use TVM Pass Infra","How to Use TVM Pass Instrument","How To Guides","Optimize Tensor Operators","How to optimize convolution on GPU","How to optimize convolution using TensorCores","How to optimize GEMM on CPU","Computation times","Profile Models","Getting Started With PAPI","Use AutoScheduler for Template-Free Scheduling","Computation times","Auto-scheduling a Convolution Layer for GPU","Auto-scheduling a Neural Network for ARM CPU","Auto-scheduling a Neural Network for NVIDIA GPU","Auto-scheduling a Neural Network for mali GPU","Auto-scheduling a Neural Network for x86 CPU","Auto-scheduling Sparse Matrix Multiplication on CPU with Custom Sketch Rule","Auto-Tune with Templates and AutoTVM","Computation times","Tuning High Performance Convolution on NVIDIA GPUs","Auto-tuning a Convolutional Network for ARM CPU","Auto-tuning a Convolutional Network for NVIDIA GPU","Auto-tuning a Convolutional Network for Mobile GPU","Auto-tuning a Convolutional Network for x86 CPU","Work With microTVM","3. microTVM Ahead-of-Time (AOT) Compilation","6. Model Tuning with microTVM","9. Bring microTVM to your own development environment","7. Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN","8. Creating Your MLPerfTiny Submission with microTVM","4. microTVM PyTorch Tutorial","2. microTVM TFLite Tutorial","5. Training Vision Models for microTVM on Arduino","1. microTVM CLI Tool","Computation times","Building a Graph Convolutional Network","Work With Relay","Computation times","Using External Libraries in Relay","Using Pipeline Executor in Relay","Use Relay Visualizer to Visualize Relay","External Tensor Functions","Work With Tensor Expression and Schedules","Intrinsics and Math Functions","Reduction","Scan and Recurrent Kernel","Schedule Primitives in TVM","Computation times","Use Tensor Expression Debug Display (TEDD) for Visualization","Use Tensorize to Leverage Hardware Intrinsics","Compute and Reduce with Tuple Inputs","Apache TVM Documentation","Docker Images","Install from Source","Installing TVM","NNPACK Contrib Installation","Other APIs","tvm.auto_scheduler","tvm.autotvm","tvm.contrib","tvm.driver","tvm.error","tvm.contrib.graph_executor","Python API","tvm.ir","tvm.meta_schedule","tvm.micro","tvm.runtime.ndarray","tvm.relay.analysis","tvm.relay.backend","tvm.relay.dataflow_pattern","tvm.relay.frontend","tvm.relay.image","tvm.relay","tvm.relay.nn","tvm.relay.testing","tvm.relay.transform","tvm.relay.vision","tvm.rpc","tvm.runtime","tvm.target","tvm.te","tvm.tir","tvm.topi","vta","Hybrid Frontend Language Reference","Language Reference","Algebraic Data Types in Relay","Expressions in Relay","Relay Core Tensor Operators","Pattern Matching in Relay","Relay\u2019s Type System","Publications","microTVM: TVM on bare-metal","VTA Configuration","VTA Hardware Guide","VTA Design and Developer Guide","VTA: Versatile Tensor Accelerator","VTA Installation Guide","Deploy Pretrained Vision Detection Model from Darknet on VTA","Compile Deep Learning Models","Computation times","VTA Tutorials","Simple Matrix Multiply","2D Convolution Optimization","Optimize Tensor Operators","Matrix Multiply Blocking","Computation times","Computation times","Get Started with VTA","Optimizing Operators with Auto-scheduling","Optimizing Operators with Schedule Templates and AutoTVM","Compiling and Optimizing a Model with the Python Interface (AutoTVM)","Cross Compilation and RPC","User Tutorial","Installing TVM","Introduction to TOPI","Introduction","Quick Start Tutorial for Compiling Deep Learning Models","Computation times","Working with Operators Using Tensor Expression","Blitz Course to TensorIR","Compiling and Optimizing a Model with TVMC","Getting Starting using TVMC Python: a high-level API for TVM","Making your Hardware Accelerator TVM-ready with UMA"],titleterms:{"0":[56,69,202],"1":[1,2,7,33,36,56,61,98,112,199,202],"18":62,"2":[1,2,7,33,36,61,98,110,190,199,202],"2d":[123,183],"3":[1,7,33,36,61,71,104,199,202],"4":[1,7,33,61,109,199],"5":[33,61,111,199,202],"6":[33,105,199],"7":[33,107],"8":[33,108],"9":[69,106],"class":79,"default":[182,188,199],"do":[18,39,69],"export":[4,8,11,108],"final":[189,190,191,199,201],"function":[12,13,14,114,118,120,122,167,169,170,182,188,199,202],"goto":18,"import":[4,43,45,48,49,69,71,104,105,106,108,110,202],"new":[14,19,40,55,62],"public":[22,171],"while":87,A:[14,177,190],Be:21,For:[19,111],If:[18,167,169],One:[169,199],The:[9,12,18,24,34,36,67,68,201],Then:167,To:[31,35,80],Tos:[24,59],With:[79,87,103,111,115,121,191],aarch64:59,about:[10,11,21,53],acceler:[176,203],accuraci:[71,111,114],acl:55,across:7,ad:[19,33,34,55,62,201],add:[37,40,106,122],addit:[21,59,107,177,188,199,202],adreno:[53,64,65],adt:[166,167,170],advanc:[53,177,190],after:26,ahead:[9,104],ai:63,algebra:[166,170],algorithm:[82,83,191,201],all:[7,72],alloc:164,allocadt:18,allocclosur:18,allocstorag:18,alloctensor:18,alloctensorreg:18,altern:169,alu:188,alveo:63,an:[7,14,25,33,39,78,79,93,111,166,169,178,191,196,200,201],analysi:[147,161],android:[54,66],angstrom:177,announc:29,anoth:24,aot:104,apach:130,api:[10,21,33,57,61,135,142,163,190,199,202],appli:[26,78,79],applic:[53,107,169],approv:21,architectur:[6,24,36,59,130,174],archiv:22,arduino:111,arith:6,ariti:33,arm:[55,91,99,107],around:119,arrai:[60,84,164,199],ask:40,assert:164,ast:34,attach:7,attribut:[5,33,164,169],auto:[90,91,92,93,94,95,96,99,100,101,102,189,190],auto_schedul:136,autom:9,automat:[53,201],autoschedul:[88,202],autotun:[9,64,65,105],autotvm:[6,96,137,190,191],backend:[5,12,40,53,58,114,117,148,164,197],background:[1,9],bare:[107,172],base:[6,177],baselin:[84,199],basic:[190,191,195],batchwis:129,begin:[92,94,99,100,101,190],benchmark:0,best:4,between:10,bia:127,binari:[9,194],bind:[13,125,164,167],bitstream:177,blitz:200,block:[82,84,183,185,199],bnn:56,board:[108,111,177],boot:177,box:69,branch:26,bring:[35,106],broad:22,broken:19,buffer:[182,188],build:[7,9,13,21,45,48,49,54,55,56,59,61,62,67,68,87,104,107,108,109,112,114,117,118,124,132,134,177,178,192,200],built:12,c:[12,20,24,25,28,33,35,57,60,132],cach:[84,199],call:[29,33,122,167,169,170],can:[11,18,36,118],candid:29,capabl:16,card:177,carefulli:21,cast:[5,182,188],categori:178,caus:36,cbla:138,cc:138,cell:124,certain:18,cfg:190,chang:21,check:[90,166,189],cherri:29,chisel:177,chocol:203,choos:[25,43,111],ci:[19,28,32],clang:138,cleaner:33,cli:112,clone:61,closur:167,cloudpickl:36,cmsi:[107,108],code:[3,18,20,21,35,72,107,110,111,199],codebas:37,codegen:[11,35],codegenc:35,collabor:[22,129],collect:191,combin:26,come:39,command:61,commandlin:53,commit:[26,28],committ:[22,23],common:166,commun:[10,21,22,23,203],commut:123,compar:[70,191,199,201],comparison:71,compil:[5,6,15,18,34,36,42,43,44,45,46,47,48,49,50,51,59,61,62,63,64,65,66,67,68,69,70,71,92,94,104,107,108,109,110,111,112,114,163,164,177,179,181,182,183,185,188,191,192,197,199,201,202],complex:202,compon:[6,177],comput:[2,13,33,52,55,74,77,83,85,89,90,95,97,113,116,126,129,174,180,182,183,185,186,187,188,198,199],compute_at:[7,125],compute_inlin:125,compute_root:125,concis:21,conclus:117,conda:132,condit:[134,164],config:11,configur:[9,64,65,72,102,105,173,177],conflict:26,consensu:21,consequ:26,consid:21,consider:[17,24],consist:21,consolid:7,constant:[4,20,34,167],constantcheck:34,constantfold:34,constraint:170,construct:[12,167],constructor:[35,167],consum:7,contain:[32,61],content:[9,32,196],contrib:[120,132,134,138,141],contributor:[19,27],control:167,convert:[1,4,64,70,72],convolut:[82,83,90,98,99,100,101,102,114,117,123,127,183,195],cooper:82,copi:[183,185,188],core:168,coreml:42,correct:[90,182,188,189,191,201],cortex:107,cours:200,cpu:[72,84,91,94,95,99,102,107,192,199],creat:[33,78,79,90,95,102,104,107,108,109,112,117,118,189,199,200],createcsourcemodul:35,cross:[36,59,123,192],csourcecodegen:35,cubla:138,cuda:[82,83,117],cudnn:[40,117],current:[12,79,107],custom:[35,76,79,95,119,177,189],cut:29,cutlass:118,darknet:[43,178],data:[4,6,21,56,111,114,166,170,182,191,201],dataflow:[167,174],dataflow_pattern:149,dataset:[111,114],de10:177,deal:19,debug:[2,19,30,78,127],debugg:2,decis:23,declar:[122,182,183,185,188,192],decod:49,decor:78,deep:[51,73,179,181,197],defin:[33,60,83,90,91,92,93,94,95,98,99,100,101,102,104,105,108,109,110,114,119,123,127,128,166,178,189,191,197,201],define_split:190,definit:[3,10,170],deliber:21,demo:107,dens:[72,95],depend:[21,98,99,100,101,104,105,106,107,108,109,110,112,132,178,190],deploi:[36,53,54,56,57,59,62,64,65,66,67,68,70,71,72,73,178],deploy:[15,59,177],describ:[123,129,199],descript:11,deseri:8,design:[1,6,9,12,14,18,169,175],desir:111,detail:[15,24],detect:[69,178],develop:[5,23,31,38,53,106,130,132,175],devic:[3,36,59,66,67,68,91,93,99,100,101,111,192,202],deviceapi:3,dgl:114,diamond:169,differ:199,dimens:4,dir:111,direct:122,directori:[11,107],discuss:[6,172],disk:10,dispatch:18,displai:[46,50,127],dlpack:[60,138],dma:[182,183,185,188],docker:[19,28,32,61,131],document:[9,21,24,130],domin:169,download:[43,49,50,69,71,72,111,178,191],driven:9,driver:139,dsl:40,dtype:169,due:19,dump:2,dynam:[18,57],e2:71,els:167,emcc:138,emit:35,emul:[5,58,164],enabl:[64,132],encount:39,enhanc:53,environ:[16,28,53,66,106,132,177],error:[25,39,140],etho:107,evalu:[90,91,92,93,94,106,114,189,199],everyth:199,exampl:[6,8,34,37,55,56,58,78,79,169,170,174,195,199,202],examplejsoncodegen:35,except:79,exchang:2,execut:[6,9,18,42,43,44,45,46,47,48,49,50,56,66,104,109,174,178,191],executor:[9,11,108,109,118,178],expand:174,expect:111,explan:190,explicit:4,explicitli:21,expos:33,express:[20,34,121,127,164,166,167,169,199],extend:75,extern:[117,120,122],extract:[50,71,91,92,93,94,105,107],face:72,factor:[21,123],failur:19,fatal:18,featur:[5,16,164],fetch:[82,174],figur:24,file:[32,43,49,50,71,90,106,108,189],fine:111,firmwar:9,first:22,flaki:19,flash:[104,109,112,177],flow:[6,9,61],fold:34,forc:26,format:[0,2,8,11,106,108,112,191,199,201],four:24,fpga:[177,188],fragment:167,framework:[70,71],free:88,frequent:40,from:[7,10,14,21,39,69,70,132,178,194,201],front:178,frontend:[4,5,6,12,70,150,164],fuse:[125,195],futur:9,fuzzi:169,galleri:24,gcn:114,gemm:84,gemv:128,gencfunc:35,gener:[3,23,35,53,82,83,106,107,108,110,111,123,177,195,197,199],get:[57,64,69,71,87,107,114,130,132,172,188,202],getfield:18,getfunct:35,gettag:18,git:26,github:132,global:[167,170],globalvar:119,glue:76,goal:9,golden:114,gpg:29,gpu:[53,82,90,92,93,98,100,101,111,199,200],gradient:33,graph:[2,7,13,43,45,48,49,56,67,68,69,72,114,119,127,167,169,178],graph_executor:[118,141],graphconv:114,green:19,gui:177,guid:[5,17,20,22,24,25,27,31,80,130,174,175,177],guidelin:[23,28],handl:[18,20,25,39,79],hardwar:[40,128,163,172,174,177,197,203],header:108,help:172,helper:10,heterogen:[9,18],hierarchi:82,high:[98,202],hl:[58,174,177],hood:8,hook:[33,120],host:9,how:[2,10,18,24,25,26,31,40,59,78,79,80,82,83,84,172],hug:72,hybrid:[5,160,164,165],hyper:7,i:39,id:106,illustr:178,imag:[19,24,42,43,44,45,46,47,48,49,50,64,69,71,106,107,131,151,162,178,191],imagenet:107,implement:[10,14,15,21,35,78,166],implic:13,improv:189,includ:33,incomplet:170,independ:22,index:41,infer:[4,49,63,64,69,71,178],inferbound:7,inferrootbound:7,inform:[15,163],infra:78,infrastructur:12,initi:[7,118],input:[7,35,56,107,108,129,188,201,203],insid:111,inspect:[53,110,189],instal:[40,55,62,87,98,99,100,101,104,105,106,107,108,109,110,111,112,132,133,134,177,178,190,194],instruct:[18,63,174],instrument:[12,79,143],integ:20,integr:[53,55,56,59,60,61,62,63],intel:177,interact:3,interest:119,interfac:[53,65,191],intrins:[5,83,122,128,164,183,185],introduct:[8,13,53,55,56,61,62,83,165,195,196],introductori:24,intset:7,invok:18,invokeclosur:18,invokepack:18,ir:[6,13,40,76,119,143],irmodul:200,issu:[17,19],itervar:7,jenkin:19,jetson:67,jit:18,k:26,keep:19,kei:[6,29],kera:[44,65,66],kernel:[82,83,124,192],keyword:164,label:[70,107],lack:36,lambda:199,languag:[164,165,169],larger:69,latest:26,launch:[36,177],layer:[90,114,117],layout:[1,4,10,11,56,182],leaf_iter_var:7,learn:[6,21,51,61,73,111,179,181,197],leav:7,lesson:21,let:[13,167,169],level:[12,202],leverag:128,libdnn:40,librari:[11,55,57,59,106,108,112,117,132,197,199],limit:[7,16],line:61,linker:107,linux:177,list:170,literatur:176,llvm:61,load:[42,43,44,45,46,47,48,50,64,65,66,69,70,71,72,109,111,114,118,174,188,191,197,199,202],loadconst:18,loadconsti:18,loadfrombinari:35,local:[28,32,167,192],locat:24,log:[0,19],logic:6,look:[42,44,45,47,48,109],loop:[5,18,84,164,199],lower:[76,83,122,183,185],luanch:36,m55:107,machin:[18,36,61,192],main:[26,29],maintain:19,make:[65,107,203],mali:93,manag:[22,34],manual:[53,78,199],marvel:61,maskrcnn:69,match:[166,167,169],math:[5,122,164],matmul:128,matrix:[95,128,182,185,189,190,199],measur:[9,70,71,100,137],memori:[9,11,82,83],merg:19,messag:28,meta_schedul:144,metadata:11,metal:[107,172],micro:[112,145],microarchitectur:174,microtvm:[6,9,10,103,104,105,106,108,109,110,111,112,172],might:13,minim:21,miopen:138,mlf:106,mlperftini:108,mobil:101,mobilenet:[56,70],model:[4,9,11,42,43,44,45,46,47,48,49,50,51,54,59,61,63,64,65,66,67,68,69,70,71,72,73,86,104,105,106,107,108,109,111,112,114,118,178,179,181,191,196,197,201,202],modifi:[18,111],modul:[8,12,13,15,57,64,70,72,119,167,174,188,197,199,201],monitor:19,more:[55,190,202],most:26,motiv:[1,7,111],mrvl:61,multi:124,multipl:[13,26,79,95,100,119,124,128,182,189,190,199],multipli:[182,185],mutat:34,mxnet:[70,138],name:[42,44,45,47,48,109],nano:[67,177],ndarrai:146,ndk:138,necessari:71,need:[13,114],net:166,network:[20,91,92,93,94,99,100,101,102,111,114,117,118,197],neural:[91,92,93,94,166,197],next:111,ninja:134,nn:[107,108,153,162],nnpack:[134,138],node:[4,6,33,169],non:169,none:4,note:[29,46,189,190,199],npu:107,numpi:[36,195],nvcc:138,nvidia:[92,98,100],object:[12,15,18,69],obtain:[107,112,177,178,201],offload:[56,64],one:26,oneflow:45,onli:26,onnx:[46,61,191,201],op:[4,14,95,169],opencl:[53,192,199],openclml:[53,64],oper:[9,14,33,35,55,56,62,81,123,129,167,168,181,184,188,189,190,195,199],optim:[18,59,78,81,82,83,84,181,183,184,189,190,191,196,199,201],option:[61,91,99,100,101,169,177,199,202],organ:174,other:[21,33,40,59,91,92,93,94,135,191],our:111,output:[2,49,66,70,72,99,100,101,102,108,110,191,201],overload:195,overrid:12,overview:[0,1,9,37,164,168,173,174,196,197],own:[35,106,122],pack:[36,84,199],packag:[132,177,194,202],packedfunc:15,paddlepaddl:47,papi:87,parallel:[84,123,199],paramet:[11,114,170,173,188,189,190,191],parametr:32,parser:119,part:[9,71],particip:21,partit:[56,62,169],pass:[1,7,12,34,76,78,79],passcontext:[12,79],passdowndomain:7,passupdomain:7,patch:29,path:[7,18],pattern:[166,169],perform:[0,9,64,70,71,90,98,178,189,191,199],permut:[84,199],phase:7,pi:68,pick:29,pickle_memo:138,pipelin:[118,174],pipelinemodul:118,placehold:188,plan:9,platform:[9,178],plotter:119,polymorph:[166,167],portabl:[45,48,49],post:[29,169,201],postprocess:191,practic:4,pre:[67,68,69,107,109,118,201],precis:[53,64],predict:64,prepar:[4,29,64,67,68,82,83,84,108,114,199],preprocess:191,prequant:[70,71],prerequisit:[76,111],pretrain:[42,44,45,46,47,48,50,64,65,66,67,68,70,71,178],previou:26,primit:[125,199],principl:22,procedur:19,process:[23,29,49,69,107,201,202],profil:[86,87],program:[78,79,105,188,200],project:[10,22,40,60,104,106,108,109,111,112,167],propag:7,proxi:36,prune:72,pull:[22,28],push:26,put:[18,114],pynq:177,python:[10,12,20,24,28,32,33,53,60,61,78,104,105,106,107,108,109,110,112,120,132,142,177,191,202],pytorch:[48,64,69,70,109,114],qnn:70,qualiti:21,quantiz:[70,71,111],quartu:177,question:[18,40],quick:[76,197],r:107,rais:25,random:138,raspberri:68,read:21,readi:[70,203],real:71,recent:26,recommend:[21,28,202],record:[90,137,189],recov:26,recurr:124,recurs:166,reduc:[128,129],reduct:[123,129],refer:[24,130,164,165,203],regist:[14,34,35,66,91,93,99,101],registr:12,relai:[6,13,14,18,33,34,42,43,44,45,46,47,48,49,50,55,56,62,64,66,69,70,72,78,79,114,115,117,118,119,147,148,149,150,151,152,153,154,155,156,165,166,167,168,169,170,191,197],relat:[33,40,167,170],relay_viz:138,releas:29,relu:127,remark:[191,201],remot:[15,64,66,67,68,178,192,202],remov:4,render:[119,127],reorder:125,repo:61,report:[17,19],represent:[18,35],reproduc:19,request:[21,22,28,203],requir:[43,49,63,72,177],reset:26,resnet50:[47,65],resnet:[62,201],resolv:26,resourc:20,respect:21,result:[46,50,111,114,117,120,182,188,202],ret:18,review:[21,23],rewrit:169,risc:59,rocbla:138,rocm:[132,138],root:7,rotat:19,row:123,rpc:[36,53,64,66,67,68,91,93,99,101,157,163,177,182,183,185,192],rule:[95,122],run:[32,35,58,63,64,65,70,72,90,95,105,107,112,114,117,118,182,188,189,192,197,200,201,202],runtim:[6,9,15,16,35,36,43,54,57,59,62,67,68,108,109,146,158,191,192,199,201],s:[7,19,40,61,111,170],safeti:199,sampl:[2,66,72,99,100,101,102,106],save:[45,188,197,199,202],savetobinari:35,scale:100,scan:124,schedul:[9,83,88,90,91,92,93,94,95,121,123,124,125,127,128,129,182,183,185,188,189,190,195,199],scope:[13,83,182,188],score:69,script:[107,111,165],sd:177,search:[6,90,91,92,93,94,95,98,189,191,201],secur:[6,17,40],select:14,sequenc:78,sequenti:[12,78],serial:[8,18],server:[10,36,64,67,68,177,192],set:[18,62,67,68,72,91,99,100,101,102,114,174,189,191,192],setup:[36,53,58,63,66,177,182,183,185],shape:[4,18,169],share:132,shepherd:22,should:39,side:177,simpl:[117,118,182],simul:[61,177],simultan:19,sketch:95,skip:19,softwar:[5,164],sourc:[53,131,132,174,194],space:[6,98],spars:[72,95,138,162],special:[24,95,199],specif:[15,16,25,61],sphinx:24,spir:16,spirv:138,split:[82,118,125],src:11,stack:[15,18],stage:[19,124],standalon:9,standard:8,start:[61,66,87,91,93,99,101,130,172,188,197,202],state:[18,124],statement:164,statist:64,step:[95,98,111,177,190,202],stmt_functor:161,storag:[0,199],store:174,strategi:[14,23,33],strawberri:203,structur:[6,21,37],style:[20,195],sub:11,subgraph:118,submiss:108,submit:28,suggest:36,sum:123,summari:[6,11,32,35,78,83,84,111,119,120,122,123,124,125,127,128,129,182,183,185,188,189,190,192,195,199],support:[4,6,13,18,55,56,60,61,62,132,134,172,197,201],synset:[42,44,45,47,48,109],syntax:[61,167],synthesi:58,system:[15,36,57,63,170],t:36,tabl:9,tag:19,tar:[108,138],target:[3,6,9,14,32,54,59,61,64,104,105,108,109,110,112,118,159,178,189,191,199,201],task:[90,91,92,93,94,95,102,105,137,189],te:[6,160,190,199],technic:24,tedd:127,tempexpr:167,templat:[88,96,190],tensor:[2,7,81,83,102,120,121,127,128,168,170,176,181,182,184,199],tensorcor:83,tensorflow:[4,49],tensorir:200,tensorrt:62,termin:[119,202],test:[20,28,32,33,42,43,44,45,46,47,48,50,64,69,71,111,114,132,154,177,191],tflite:[50,70,71,104,106,110,112],than:69,thi:[108,118],thread:[82,123,164,183,199],through:[98,199],tile:125,time:[9,22,52,74,77,85,89,97,104,105,113,116,126,180,186,187,198],tini:112,tip:[20,26,91,92,93,94],tir:[6,161],tm:107,togeth:114,too:118,tool:[53,112],toolchain:177,topi:[6,162,195],topic:[33,130],torchvis:[69,70],trace:[69,70],tracker:[36,66,91,93,99,101],train:[67,68,69,109,111,118],transfer:[111,182,183,185,188],transform:[6,13,72,76,143,155,161,200],translat:6,travers:34,troubleshoot:36,trust:21,tune:[59,91,92,93,94,96,98,99,100,101,102,105,111,164,190,191,201,202],tuner:[137,190],tupl:[129,167,170],tutori:[24,38,49,109,110,181,193,197],tvm:[6,9,10,15,18,19,23,24,29,30,35,36,37,39,40,42,43,44,45,46,47,48,49,50,53,54,56,57,59,60,61,62,64,66,67,68,70,71,75,78,79,87,107,111,114,125,130,132,133,134,136,137,138,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,172,182,183,185,188,190,191,192,194,196,197,201,202,203],tvmc:[10,61,65,112,201,202],two:[118,169],type:[24,25,33,119,166,167,169,170],typic:9,u55:107,uma:203,under:8,unifi:122,unit:[32,33],unneed:4,unresolv:18,untun:[105,191,201],up:[33,42,44,45,47,48,67,68,100,109,114,192],updat:[19,29,128,199],upload:[29,111],us:[2,9,10,19,57,61,70,78,79,83,87,88,90,100,107,108,111,112,117,118,119,120,127,128,166,177,189,190,199,201,202],usag:[1,11,26,53,55],user:[60,130,193],util:[50,71,138,163],v2:[43,56,70],v3:43,v:[16,59],valid:[36,111],vanilla:203,variabl:[5,16,35,164,167,169,170],vck190:63,vck5000:63,vector:[37,84,188,199],verif:[118,183,185],verifi:[114,117,120,124,182,188],versal:63,versatil:176,version:29,via:123,view:76,virtual:[18,82,183],vision:[111,156,178],visitor:[34,76],visual:[108,119,127],viti:63,vivado:177,vlog:30,vm:[18,69],vote:29,vs:57,vta:[163,173,174,175,176,177,178,181,183,185,188],vulkan:16,wake:108,walkthrough:37,we:[13,18],websit:29,what:[11,26,39,111],when:39,where:39,why:13,wildcard:169,window:132,word:108,work:[9,103,111,115,121,172,191,199],workload:95,wrapper:120,write:[9,14,20,33,76,84,95,107,111,199],x86:[94,102],x86_64:61,xcode:138,xilinx:177,yolo:[43,178],your:[35,60,106,108,122,177,203],zephyr:[104,105,108,110,112],zip:[50,71],zynq:63}})
\ No newline at end of file
diff --git a/docs/topic/vta/tutorials/frontend/deploy_detection.html b/docs/topic/vta/tutorials/frontend/deploy_detection.html
index b684593..80e3fb3 100644
--- a/docs/topic/vta/tutorials/frontend/deploy_detection.html
+++ b/docs/topic/vta/tutorials/frontend/deploy_detection.html
@@ -629,7 +629,7 @@
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/workspace/python/tvm/relay/build_module.py:345: DeprecationWarning: Please use input parameter mod (tvm.IRModule) instead of deprecated parameter mod (tvm.relay.function.Function)
warnings.warn(
-yolov3-tiny inference graph built in 27.02s!
+yolov3-tiny inference graph built in 27.99s!
</pre></div>
</div>
</div>
@@ -714,6 +714,7 @@
alu_counter : 849056
</pre></div>
</div>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 0.847 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-topic-vta-tutorials-frontend-deploy-detection-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../../../_downloads/65b9451c8de050d7cd9da2fe5a49acc6/deploy_detection.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_detection.py</span></code></a></p>
diff --git a/docs/topic/vta/tutorials/frontend/sg_execution_times.html b/docs/topic/vta/tutorials/frontend/sg_execution_times.html
index c93f97e..8d01083 100644
--- a/docs/topic/vta/tutorials/frontend/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/frontend/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-topic-vta-tutorials-frontend-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:59.480</strong> total execution time for <strong>topic_vta_tutorials_frontend</strong> files:</p>
+<p><strong>01:00.847</strong> total execution time for <strong>topic_vta_tutorials_frontend</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -379,7 +379,7 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_detection.html#sphx-glr-topic-vta-tutorials-frontend-deploy-detection-py"><span class="std std-ref">Deploy Pretrained Vision Detection Model from Darknet on VTA</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_detection.py</span></code>)</p></td>
-<td><p>00:59.480</p></td>
+<td><p>01:00.847</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/topic/vta/tutorials/optimize/sg_execution_times.html b/docs/topic/vta/tutorials/optimize/sg_execution_times.html
index f748730..baef3f0 100644
--- a/docs/topic/vta/tutorials/optimize/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/optimize/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-topic-vta-tutorials-optimize-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:03.167</strong> total execution time for <strong>topic_vta_tutorials_optimize</strong> files:</p>
+<p><strong>00:03.209</strong> total execution time for <strong>topic_vta_tutorials_optimize</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -379,11 +379,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="convolution_opt.html#sphx-glr-topic-vta-tutorials-optimize-convolution-opt-py"><span class="std std-ref">2D Convolution Optimization</span></a> (<code class="docutils literal notranslate"><span class="pre">convolution_opt.py</span></code>)</p></td>
-<td><p>00:02.710</p></td>
+<td><p>00:02.744</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="matrix_multiply_opt.html#sphx-glr-topic-vta-tutorials-optimize-matrix-multiply-opt-py"><span class="std std-ref">Matrix Multiply Blocking</span></a> (<code class="docutils literal notranslate"><span class="pre">matrix_multiply_opt.py</span></code>)</p></td>
-<td><p>00:00.457</p></td>
+<td><p>00:00.464</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/topic/vta/tutorials/sg_execution_times.html b/docs/topic/vta/tutorials/sg_execution_times.html
index 3887ecf..4dc722e 100644
--- a/docs/topic/vta/tutorials/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-topic-vta-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:00.733</strong> total execution time for <strong>topic_vta_tutorials</strong> files:</p>
+<p><strong>00:00.762</strong> total execution time for <strong>topic_vta_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 81%" />
@@ -379,11 +379,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="matrix_multiply.html#sphx-glr-topic-vta-tutorials-matrix-multiply-py"><span class="std std-ref">Simple Matrix Multiply</span></a> (<code class="docutils literal notranslate"><span class="pre">matrix_multiply.py</span></code>)</p></td>
-<td><p>00:00.381</p></td>
+<td><p>00:00.396</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="vta_get_started.html#sphx-glr-topic-vta-tutorials-vta-get-started-py"><span class="std std-ref">Get Started with VTA</span></a> (<code class="docutils literal notranslate"><span class="pre">vta_get_started.py</span></code>)</p></td>
-<td><p>00:00.352</p></td>
+<td><p>00:00.367</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/tutorial/auto_scheduler_matmul_x86.html b/docs/tutorial/auto_scheduler_matmul_x86.html
index db511cc..5f0848a 100644
--- a/docs/tutorial/auto_scheduler_matmul_x86.html
+++ b/docs/tutorial/auto_scheduler_matmul_x86.html
@@ -599,7 +599,7 @@
<span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 85.341 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 93.027 ms
</pre></div>
</div>
</div>
@@ -671,7 +671,7 @@
search template. It ends a series of examples that starts from the Tensor
Expression (TE) language that demonstrates how TVM can optimize computational
operations.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 19.109 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 36.659 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-tutorial-auto-scheduler-matmul-x86-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../_downloads/eac4389b114db015e95cb3cdf8b86b83/auto_scheduler_matmul_x86.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">auto_scheduler_matmul_x86.py</span></code></a></p>
diff --git a/docs/tutorial/autotvm_matmul_x86.html b/docs/tutorial/autotvm_matmul_x86.html
index 1735452..4f44490 100644
--- a/docs/tutorial/autotvm_matmul_x86.html
+++ b/docs/tutorial/autotvm_matmul_x86.html
@@ -710,16 +710,16 @@
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>waiting for device...
device available
Get devices for measurement successfully!
-No: 1 GFLOPS: 7.85/7.85 result: MeasureResult(costs=(0.034205666600000004,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8223867416381836, timestamp=1721971155.6739945) [('tile_y', [-1, 64]), ('tile_x', [-1, 16])],None,46
-No: 2 GFLOPS: 12.91/12.91 result: MeasureResult(costs=(0.0207955368,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5819435119628906, timestamp=1721971156.2583444) [('tile_y', [-1, 256]), ('tile_x', [-1, 512])],None,98
-No: 3 GFLOPS: 10.66/12.91 result: MeasureResult(costs=(0.025181222800000003,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6522846221923828, timestamp=1721971156.904617) [('tile_y', [-1, 2]), ('tile_x', [-1, 8])],None,31
-No: 4 GFLOPS: 7.67/12.91 result: MeasureResult(costs=(0.0350104522,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7915530204772949, timestamp=1721971157.709154) [('tile_y', [-1, 2]), ('tile_x', [-1, 4])],None,21
-No: 5 GFLOPS: 13.06/13.06 result: MeasureResult(costs=(0.0205564554,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6598048210144043, timestamp=1721971158.4781573) [('tile_y', [-1, 64]), ('tile_x', [-1, 32])],None,56
-No: 6 GFLOPS: 8.12/13.06 result: MeasureResult(costs=(0.0330670188,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8003878593444824, timestamp=1721971159.2496128) [('tile_y', [-1, 32]), ('tile_x', [-1, 16])],None,45
-No: 7 GFLOPS: 2.02/13.06 result: MeasureResult(costs=(0.132936944,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.370530128479004, timestamp=1721971161.622211) [('tile_y', [-1, 8]), ('tile_x', [-1, 1])],None,3
-No: 8 GFLOPS: 11.40/13.06 result: MeasureResult(costs=(0.0235556354,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.627281665802002, timestamp=1721971162.2434711) [('tile_y', [-1, 4]), ('tile_x', [-1, 32])],None,52
-No: 9 GFLOPS: 3.14/13.06 result: MeasureResult(costs=(0.0854448444,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.5837879180908203, timestamp=1721971164.039624) [('tile_y', [-1, 16]), ('tile_x', [-1, 2])],None,14
-No: 10 GFLOPS: 10.73/13.06 result: MeasureResult(costs=(0.025018576999999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7262876033782959, timestamp=1721971164.6964664) [('tile_y', [-1, 2]), ('tile_x', [-1, 128])],None,71
+No: 1 GFLOPS: 0.83/0.83 result: MeasureResult(costs=(0.3222474818,), error_no=MeasureErrorNo.NO_ERROR, all_cost=5.426053524017334, timestamp=1722005225.4206042) [('tile_y', [-1, 512]), ('tile_x', [-1, 2])],None,19
+No: 2 GFLOPS: 7.36/7.36 result: MeasureResult(costs=(0.0364923974,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.858079195022583, timestamp=1722005226.2668524) [('tile_y', [-1, 2]), ('tile_x', [-1, 8])],None,31
+No: 3 GFLOPS: 1.05/7.36 result: MeasureResult(costs=(0.2557349872,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.342572927474976, timestamp=1722005230.620449) [('tile_y', [-1, 256]), ('tile_x', [-1, 2])],None,18
+No: 4 GFLOPS: 9.85/9.85 result: MeasureResult(costs=(0.027251829400000004,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7493293285369873, timestamp=1722005231.314732) [('tile_y', [-1, 1]), ('tile_x', [-1, 64])],None,60
+No: 5 GFLOPS: 11.23/11.23 result: MeasureResult(costs=(0.0238938114,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.657935380935669, timestamp=1722005232.1275086) [('tile_y', [-1, 256]), ('tile_x', [-1, 32])],None,58
+No: 6 GFLOPS: 3.76/11.23 result: MeasureResult(costs=(0.0713339628,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.4227254390716553, timestamp=1722005233.5247965) [('tile_y', [-1, 128]), ('tile_x', [-1, 8])],None,37
+No: 7 GFLOPS: 8.81/11.23 result: MeasureResult(costs=(0.0304681294,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8224871158599854, timestamp=1722005234.28818) [('tile_y', [-1, 512]), ('tile_x', [-1, 128])],None,79
+No: 8 GFLOPS: 14.06/14.06 result: MeasureResult(costs=(0.019091788199999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6184821128845215, timestamp=1722005234.8617175) [('tile_y', [-1, 8]), ('tile_x', [-1, 256])],None,83
+No: 9 GFLOPS: 1.05/14.06 result: MeasureResult(costs=(0.2557102932,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.315839767456055, timestamp=1722005239.2925298) [('tile_y', [-1, 64]), ('tile_x', [-1, 2])],None,16
+No: 10 GFLOPS: 11.89/14.06 result: MeasureResult(costs=(0.022572179399999996,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5994124412536621, timestamp=1722005239.9226372) [('tile_y', [-1, 128]), ('tile_x', [-1, 512])],None,97
</pre></div>
</div>
<p>With tuning completed, we can choose the configuration from the log file that
diff --git a/docs/tutorial/autotvm_relay_x86.html b/docs/tutorial/autotvm_relay_x86.html
index b787281..5a41962 100644
--- a/docs/tutorial/autotvm_relay_x86.html
+++ b/docs/tutorial/autotvm_relay_x86.html
@@ -588,7 +588,7 @@
<span class="nb">print</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">unoptimized</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'mean': 459.26396407999846, 'median': 459.2869062499972, 'std': 0.6706542774642553}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'mean': 492.7072502899978, 'median': 492.69391815000176, 'std': 3.5452063387380295}
</pre></div>
</div>
</div>
@@ -777,179 +777,177 @@
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 1/25] Current/Best: 17.36/ 17.36 GFLOPS | Progress: (4/20) | 8.52 s
-[Task 1/25] Current/Best: 7.53/ 17.36 GFLOPS | Progress: (8/20) | 12.16 s
-[Task 1/25] Current/Best: 24.40/ 24.40 GFLOPS | Progress: (12/20) | 15.52 s
-[Task 1/25] Current/Best: 22.13/ 24.40 GFLOPS | Progress: (16/20) | 18.02 s
-[Task 1/25] Current/Best: 18.98/ 24.40 GFLOPS | Progress: (20/20) | 21.08 s Done.
+[Task 1/25] Current/Best: 13.77/ 20.71 GFLOPS | Progress: (4/20) | 8.33 s
+[Task 1/25] Current/Best: 5.93/ 22.46 GFLOPS | Progress: (8/20) | 11.80 s
+[Task 1/25] Current/Best: 11.15/ 22.46 GFLOPS | Progress: (12/20) | 14.09 s
+[Task 1/25] Current/Best: 14.40/ 22.46 GFLOPS | Progress: (16/20) | 16.99 s
+[Task 1/25] Current/Best: 13.94/ 22.46 GFLOPS | Progress: (20/20) | 19.46 s Done.
[Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 2/25] Current/Best: 14.74/ 14.74 GFLOPS | Progress: (4/20) | 5.14 s
-[Task 2/25] Current/Best: 16.46/ 16.46 GFLOPS | Progress: (8/20) | 6.70 s
-[Task 2/25] Current/Best: 5.60/ 20.87 GFLOPS | Progress: (12/20) | 8.58 s
-[Task 2/25] Current/Best: 11.93/ 22.78 GFLOPS | Progress: (16/20) | 10.25 s
-[Task 2/25] Current/Best: 14.38/ 22.78 GFLOPS | Progress: (20/20) | 12.86 s Done.
+[Task 2/25] Current/Best: 11.83/ 14.92 GFLOPS | Progress: (4/20) | 4.24 s
+[Task 2/25] Current/Best: 6.91/ 17.70 GFLOPS | Progress: (8/20) | 5.91 s
+[Task 2/25] Current/Best: 19.86/ 19.86 GFLOPS | Progress: (12/20) | 7.34 s
+[Task 2/25] Current/Best: 15.12/ 19.86 GFLOPS | Progress: (16/20) | 9.11 s
+[Task 2/25] Current/Best: 16.99/ 19.86 GFLOPS | Progress: (20/20) | 10.62 s Done.
[Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 3/25] Current/Best: 7.89/ 13.08 GFLOPS | Progress: (4/20) | 5.26 s
-[Task 3/25] Current/Best: 19.26/ 19.26 GFLOPS | Progress: (8/20) | 7.60 s
-[Task 3/25] Current/Best: 9.97/ 19.26 GFLOPS | Progress: (12/20) | 10.60 s
-[Task 3/25] Current/Best: 23.27/ 23.27 GFLOPS | Progress: (16/20) | 13.01 s
-[Task 3/25] Current/Best: 24.20/ 24.20 GFLOPS | Progress: (20/20) | 15.00 s Done.
+[Task 3/25] Current/Best: 10.09/ 21.86 GFLOPS | Progress: (4/20) | 4.99 s
+[Task 3/25] Current/Best: 23.46/ 23.46 GFLOPS | Progress: (8/20) | 6.82 s
+[Task 3/25] Current/Best: 5.63/ 23.51 GFLOPS | Progress: (12/20) | 9.57 s
+[Task 3/25] Current/Best: 21.39/ 23.51 GFLOPS | Progress: (16/20) | 11.79 s
+[Task 3/25] Current/Best: 17.36/ 23.51 GFLOPS | Progress: (20/20) | 14.96 s Done.
[Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 4/25] Current/Best: 15.87/ 19.05 GFLOPS | Progress: (4/20) | 4.38 s
-[Task 4/25] Current/Best: 6.54/ 19.05 GFLOPS | Progress: (8/20) | 7.41 s
-[Task 4/25] Current/Best: 3.60/ 19.05 GFLOPS | Progress: (12/20) | 10.12 s
-[Task 4/25] Current/Best: 22.02/ 22.02 GFLOPS | Progress: (16/20) | 12.11 s
-[Task 4/25] Current/Best: 8.30/ 22.02 GFLOPS | Progress: (20/20) | 14.20 s Done.
+[Task 4/25] Current/Best: 10.61/ 12.50 GFLOPS | Progress: (4/20) | 5.49 s
+[Task 4/25] Current/Best: 17.31/ 19.34 GFLOPS | Progress: (8/20) | 7.19 s
+[Task 4/25] Current/Best: 17.04/ 20.46 GFLOPS | Progress: (12/20) | 8.70 s
+[Task 4/25] Current/Best: 18.01/ 22.52 GFLOPS | Progress: (16/20) | 10.57 s
+[Task 4/25] Current/Best: 13.96/ 22.52 GFLOPS | Progress: (20/20) | 12.60 s Done.
[Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 5/25] Current/Best: 18.81/ 22.54 GFLOPS | Progress: (4/20) | 4.38 s
-[Task 5/25] Current/Best: 15.45/ 22.54 GFLOPS | Progress: (8/20) | 6.77 s
-[Task 5/25] Current/Best: 12.77/ 22.54 GFLOPS | Progress: (12/20) | 8.77 s
-[Task 5/25] Current/Best: 11.26/ 22.54 GFLOPS | Progress: (16/20) | 10.92 s
-[Task 5/25] Current/Best: 21.85/ 22.54 GFLOPS | Progress: (20/20) | 12.91 s Done.
+[Task 5/25] Current/Best: 8.64/ 11.34 GFLOPS | Progress: (4/20) | 4.93 s
+[Task 5/25] Current/Best: 16.02/ 20.09 GFLOPS | Progress: (8/20) | 7.12 s
+[Task 5/25] Current/Best: 14.69/ 20.09 GFLOPS | Progress: (12/20) | 9.56 s
+[Task 5/25] Current/Best: 6.28/ 20.09 GFLOPS | Progress: (16/20) | 11.58 s
+[Task 5/25] Current/Best: 12.48/ 20.09 GFLOPS | Progress: (20/20) | 13.70 s Done.
[Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 6/25] Current/Best: 6.93/ 14.55 GFLOPS | Progress: (4/20) | 5.10 s
-[Task 6/25] Current/Best: 17.01/ 17.01 GFLOPS | Progress: (8/20) | 10.01 s
-[Task 6/25] Current/Best: 15.66/ 17.01 GFLOPS | Progress: (12/20) | 12.12 s
-[Task 6/25] Current/Best: 14.32/ 17.01 GFLOPS | Progress: (16/20) | 14.24 s
-[Task 6/25] Current/Best: 16.54/ 17.01 GFLOPS | Progress: (20/20) | 16.78 s Done.
+[Task 6/25] Current/Best: 8.86/ 20.12 GFLOPS | Progress: (4/20) | 4.99 s
+[Task 6/25] Current/Best: 7.11/ 20.63 GFLOPS | Progress: (8/20) | 8.46 s
+[Task 6/25] Current/Best: 12.79/ 20.63 GFLOPS | Progress: (12/20) | 11.36 s
+[Task 6/25] Current/Best: 12.03/ 20.63 GFLOPS | Progress: (16/20) | 15.03 s
+[Task 6/25] Current/Best: 16.73/ 20.63 GFLOPS | Progress: (20/20) | 17.99 s Done.
[Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 7/25] Current/Best: 17.66/ 18.30 GFLOPS | Progress: (4/20) | 4.89 s
-[Task 7/25] Current/Best: 15.62/ 18.30 GFLOPS | Progress: (8/20) | 8.70 s
-[Task 7/25] Current/Best: 17.30/ 19.21 GFLOPS | Progress: (12/20) | 10.94 s
-[Task 7/25] Current/Best: 16.23/ 19.21 GFLOPS | Progress: (16/20) | 13.20 s
-[Task 7/25] Current/Best: 14.49/ 20.61 GFLOPS | Progress: (20/20) | 16.02 s Done.
+[Task 7/25] Current/Best: 20.65/ 20.65 GFLOPS | Progress: (4/20) | 6.11 s
+[Task 7/25] Current/Best: 13.92/ 20.65 GFLOPS | Progress: (8/20) | 9.31 s
+[Task 7/25] Current/Best: 15.42/ 20.65 GFLOPS | Progress: (12/20) | 11.84 s
+[Task 7/25] Current/Best: 9.99/ 20.65 GFLOPS | Progress: (16/20) | 14.60 s
+[Task 7/25] Current/Best: 5.32/ 20.65 GFLOPS | Progress: (20/20) | 16.89 s Done.
[Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 8/25] Current/Best: 3.02/ 14.20 GFLOPS | Progress: (4/20) | 5.72 s
-[Task 8/25] Current/Best: 1.80/ 14.20 GFLOPS | Progress: (8/20) | 10.19 s
-[Task 8/25] Current/Best: 4.36/ 14.20 GFLOPS | Progress: (12/20) | 17.72 s
-[Task 8/25] Current/Best: 6.03/ 15.81 GFLOPS | Progress: (16/20) | 20.10 s
-[Task 8/25] Current/Best: 21.72/ 21.72 GFLOPS | Progress: (20/20) | 22.24 s Done.
+[Task 8/25] Current/Best: 4.49/ 11.42 GFLOPS | Progress: (4/20) | 6.32 s
+[Task 8/25] Current/Best: 12.57/ 15.31 GFLOPS | Progress: (8/20) | 9.70 s
+[Task 8/25] Current/Best: 11.37/ 16.92 GFLOPS | Progress: (12/20) | 17.36 s
+[Task 8/25] Current/Best: 3.56/ 16.92 GFLOPS | Progress: (16/20) | 20.32 s
+[Task 8/25] Current/Best: 10.94/ 16.92 GFLOPS | Progress: (20/20) | 22.59 s Done.
[Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 9/25] Current/Best: 20.20/ 20.20 GFLOPS | Progress: (4/20) | 7.70 s
-[Task 9/25] Current/Best: 15.47/ 20.20 GFLOPS | Progress: (8/20) | 10.41 s
-[Task 9/25] Current/Best: 11.84/ 20.20 GFLOPS | Progress: (12/20) | 12.62 s
-[Task 9/25] Current/Best: 7.43/ 20.20 GFLOPS | Progress: (16/20) | 15.70 s
-[Task 9/25] Current/Best: 12.32/ 20.20 GFLOPS | Progress: (20/20) | 19.55 s Done.
+[Task 9/25] Current/Best: 8.58/ 12.52 GFLOPS | Progress: (4/20) | 5.38 s
+[Task 9/25] Current/Best: 13.84/ 16.54 GFLOPS | Progress: (8/20) | 7.62 s
+[Task 9/25] Current/Best: 13.01/ 19.91 GFLOPS | Progress: (12/20) | 9.58 s
+[Task 9/25] Current/Best: 11.12/ 19.91 GFLOPS | Progress: (16/20) | 11.57 s
+[Task 9/25] Current/Best: 9.68/ 19.91 GFLOPS | Progress: (20/20) | 13.33 s Done.
[Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 10/25] Current/Best: 4.39/ 19.04 GFLOPS | Progress: (4/20) | 4.52 s
-[Task 10/25] Current/Best: 12.91/ 19.04 GFLOPS | Progress: (8/20) | 7.14 s
-[Task 10/25] Current/Best: 13.81/ 19.04 GFLOPS | Progress: (12/20) | 9.07 s
-[Task 10/25] Current/Best: 15.21/ 19.04 GFLOPS | Progress: (16/20) | 10.96 s
-[Task 10/25] Current/Best: 14.64/ 19.04 GFLOPS | Progress: (20/20) | 12.86 s Done.
+[Task 10/25] Current/Best: 14.57/ 14.57 GFLOPS | Progress: (4/20) | 5.57 s
+[Task 10/25] Current/Best: 12.89/ 14.57 GFLOPS | Progress: (8/20) | 8.57 s
+[Task 10/25] Current/Best: 15.22/ 16.17 GFLOPS | Progress: (12/20) | 10.89 s
+[Task 10/25] Current/Best: 19.43/ 19.43 GFLOPS | Progress: (16/20) | 14.42 s
+[Task 10/25] Current/Best: 15.06/ 19.43 GFLOPS | Progress: (20/20) | 16.72 s Done.
[Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 11/25] Current/Best: 21.40/ 21.90 GFLOPS | Progress: (4/20) | 4.31 s
-[Task 11/25] Current/Best: 10.24/ 21.90 GFLOPS | Progress: (8/20) | 7.38 s
-[Task 11/25] Current/Best: 16.80/ 21.90 GFLOPS | Progress: (12/20) | 11.07 s
-[Task 11/25] Current/Best: 8.52/ 21.90 GFLOPS | Progress: (16/20) | 13.61 s
-[Task 11/25] Current/Best: 6.49/ 21.90 GFLOPS | Progress: (20/20) | 16.07 s Done.
+[Task 11/25] Current/Best: 20.98/ 24.05 GFLOPS | Progress: (4/20) | 4.65 s
+[Task 11/25] Current/Best: 20.04/ 24.05 GFLOPS | Progress: (8/20) | 7.01 s
+[Task 11/25] Current/Best: 8.40/ 24.05 GFLOPS | Progress: (12/20) | 9.09 s
+[Task 11/25] Current/Best: 18.77/ 24.05 GFLOPS | Progress: (16/20) | 11.78 s
+[Task 11/25] Current/Best: 19.84/ 24.05 GFLOPS | Progress: (20/20) | 13.82 s Done.
[Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 12/25] Current/Best: 12.90/ 20.90 GFLOPS | Progress: (4/20) | 4.62 s
-[Task 12/25] Current/Best: 6.38/ 20.90 GFLOPS | Progress: (8/20) | 8.36 s
-[Task 12/25] Current/Best: 10.77/ 22.57 GFLOPS | Progress: (12/20) | 11.76 s
-[Task 12/25] Current/Best: 13.92/ 22.57 GFLOPS | Progress: (16/20) | 17.67 s
-[Task 12/25] Current/Best: 13.44/ 22.57 GFLOPS | Progress: (20/20) | 21.28 s Done.
+[Task 12/25] Current/Best: 11.77/ 20.06 GFLOPS | Progress: (4/20) | 4.53 s
+[Task 12/25] Current/Best: 22.13/ 22.13 GFLOPS | Progress: (8/20) | 6.76 s
+[Task 12/25] Current/Best: 12.57/ 22.13 GFLOPS | Progress: (12/20) | 9.25 s
+[Task 12/25] Current/Best: 11.54/ 22.13 GFLOPS | Progress: (16/20) | 17.58 s
+[Task 12/25] Current/Best: 10.95/ 22.13 GFLOPS | Progress: (20/20) | 22.05 s Done.
[Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 13/25] Current/Best: 20.00/ 20.00 GFLOPS | Progress: (4/20) | 6.62 s
-[Task 13/25] Current/Best: 7.28/ 20.00 GFLOPS | Progress: (8/20) | 9.27 s
-[Task 13/25] Current/Best: 5.24/ 24.39 GFLOPS | Progress: (12/20) | 12.26 s
-[Task 13/25] Current/Best: 12.83/ 24.39 GFLOPS | Progress: (16/20) | 15.07 s
-[Task 13/25] Current/Best: 6.46/ 24.39 GFLOPS | Progress: (20/20) | 18.52 s Done.
+[Task 13/25] Current/Best: 9.26/ 13.57 GFLOPS | Progress: (4/20) | 6.30 s
+[Task 13/25] Current/Best: 20.18/ 23.30 GFLOPS | Progress: (8/20) | 8.37 s
+[Task 13/25] Current/Best: 10.85/ 23.30 GFLOPS | Progress: (12/20) | 11.29 s
+[Task 13/25] Current/Best: 12.92/ 23.30 GFLOPS | Progress: (16/20) | 13.92 s
+[Task 13/25] Current/Best: 8.73/ 23.30 GFLOPS | Progress: (20/20) | 16.34 s Done.
[Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 14/25] Current/Best: 12.96/ 14.60 GFLOPS | Progress: (4/20) | 5.22 s
-[Task 14/25] Current/Best: 12.54/ 18.75 GFLOPS | Progress: (8/20) | 16.55 s
-[Task 14/25] Current/Best: 4.24/ 18.75 GFLOPS | Progress: (12/20) | 20.08 s
-[Task 14/25] Current/Best: 13.46/ 19.37 GFLOPS | Progress: (16/20) | 23.75 s
-[Task 14/25] Current/Best: 16.56/ 19.37 GFLOPS | Progress: (20/20) | 26.31 s
+[Task 14/25] Current/Best: 11.15/ 14.99 GFLOPS | Progress: (4/20) | 7.34 s
+[Task 14/25] Current/Best: 6.48/ 15.75 GFLOPS | Progress: (8/20) | 10.03 s
+[Task 14/25] Current/Best: 18.28/ 19.06 GFLOPS | Progress: (12/20) | 12.09 s
+[Task 14/25] Current/Best: 15.19/ 19.06 GFLOPS | Progress: (16/20) | 23.30 s
+[Task 14/25] Current/Best: 4.21/ 19.06 GFLOPS | Progress: (20/20) | 29.95 s Done.
+
[Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 15/25] Current/Best: 18.00/ 19.37 GFLOPS | Progress: (4/20) | 4.23 s
-[Task 15/25] Current/Best: 18.03/ 19.37 GFLOPS | Progress: (8/20) | 5.82 s
-[Task 15/25] Current/Best: 7.16/ 19.37 GFLOPS | Progress: (12/20) | 13.46 s
-[Task 15/25] Current/Best: 18.13/ 21.25 GFLOPS | Progress: (16/20) | 15.81 s
-[Task 15/25] Current/Best: 7.08/ 21.25 GFLOPS | Progress: (20/20) | 18.27 s Done.
+[Task 15/25] Current/Best: 20.13/ 23.79 GFLOPS | Progress: (4/20) | 8.84 s
+[Task 15/25] Current/Best: 14.71/ 23.79 GFLOPS | Progress: (8/20) | 10.84 s
+[Task 15/25] Current/Best: 8.69/ 23.79 GFLOPS | Progress: (12/20) | 12.54 s
+[Task 15/25] Current/Best: 6.24/ 23.79 GFLOPS | Progress: (16/20) | 14.22 s
+[Task 15/25] Current/Best: 13.50/ 23.79 GFLOPS | Progress: (20/20) | 16.18 s Done.
[Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 16/25] Current/Best: 17.81/ 17.81 GFLOPS | Progress: (4/20) | 4.28 s
-[Task 16/25] Current/Best: 15.97/ 20.97 GFLOPS | Progress: (8/20) | 6.17 s
-[Task 16/25] Current/Best: 6.31/ 20.97 GFLOPS | Progress: (12/20) | 8.48 s
-[Task 16/25] Current/Best: 16.39/ 22.53 GFLOPS | Progress: (16/20) | 10.20 s
-[Task 16/25] Current/Best: 19.76/ 22.53 GFLOPS | Progress: (20/20) | 11.82 s Done.
+[Task 16/25] Current/Best: 7.89/ 13.80 GFLOPS | Progress: (4/20) | 5.62 s
+[Task 16/25] Current/Best: 14.35/ 22.93 GFLOPS | Progress: (8/20) | 8.19 s
+[Task 16/25] Current/Best: 6.27/ 22.93 GFLOPS | Progress: (12/20) | 11.55 s
+[Task 16/25] Current/Best: 6.93/ 22.93 GFLOPS | Progress: (16/20) | 13.19 s
+[Task 16/25] Current/Best: 12.98/ 22.93 GFLOPS | Progress: (20/20) | 14.71 s Done.
[Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 17/25] Current/Best: 19.70/ 21.23 GFLOPS | Progress: (4/20) | 5.07 s
-[Task 17/25] Current/Best: 12.85/ 21.32 GFLOPS | Progress: (8/20) | 7.54 s
-[Task 17/25] Current/Best: 22.49/ 24.17 GFLOPS | Progress: (12/20) | 9.61 s
-[Task 17/25] Current/Best: 23.44/ 24.17 GFLOPS | Progress: (16/20) | 12.64 s
-[Task 17/25] Current/Best: 8.39/ 24.17 GFLOPS | Progress: (20/20) | 16.09 s Done.
+[Task 17/25] Current/Best: 13.88/ 20.90 GFLOPS | Progress: (4/20) | 5.09 s
+[Task 17/25] Current/Best: 8.91/ 23.07 GFLOPS | Progress: (8/20) | 8.62 s
+[Task 17/25] Current/Best: 20.88/ 23.30 GFLOPS | Progress: (12/20) | 12.36 s
+[Task 17/25] Current/Best: 10.21/ 23.30 GFLOPS | Progress: (16/20) | 14.60 s
+[Task 17/25] Current/Best: 20.42/ 23.30 GFLOPS | Progress: (20/20) | 17.53 s Done.
[Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 18/25] Current/Best: 10.29/ 14.55 GFLOPS | Progress: (4/20) | 10.62 s
-[Task 18/25] Current/Best: 12.54/ 14.55 GFLOPS | Progress: (8/20) | 16.33 s
-[Task 18/25] Current/Best: 17.07/ 17.07 GFLOPS | Progress: (12/20) | 18.42 s
-[Task 18/25] Current/Best: 11.19/ 23.15 GFLOPS | Progress: (16/20) | 21.10 s
-[Task 18/25] Current/Best: 8.00/ 23.15 GFLOPS | Progress: (20/20) | 26.68 s Done.
+[Task 18/25] Current/Best: 18.55/ 20.49 GFLOPS | Progress: (4/20) | 4.43 s
+[Task 18/25] Current/Best: 6.24/ 20.49 GFLOPS | Progress: (8/20) | 8.80 s
+[Task 18/25] Current/Best: 14.31/ 20.49 GFLOPS | Progress: (12/20) | 12.70 s
+[Task 18/25] Current/Best: 3.21/ 20.49 GFLOPS | Progress: (16/20) | 15.96 s
+[Task 18/25] Current/Best: 5.14/ 20.49 GFLOPS | Progress: (20/20) | 18.38 s Done.
[Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 19/25] Current/Best: 6.59/ 22.03 GFLOPS | Progress: (4/20) | 5.96 s
-[Task 19/25] Current/Best: 6.73/ 22.03 GFLOPS | Progress: (8/20) | 8.84 s
-[Task 19/25] Current/Best: 23.20/ 23.20 GFLOPS | Progress: (12/20) | 11.28 s
-[Task 19/25] Current/Best: 16.97/ 23.20 GFLOPS | Progress: (16/20) | 15.19 s
-[Task 19/25] Current/Best: 9.34/ 23.20 GFLOPS | Progress: (20/20) | 18.38 s Done.
+[Task 19/25] Current/Best: 8.91/ 22.88 GFLOPS | Progress: (4/20) | 6.11 s
+[Task 19/25] Current/Best: 4.92/ 22.88 GFLOPS | Progress: (8/20) | 10.05 s
+[Task 19/25] Current/Best: 10.59/ 22.88 GFLOPS | Progress: (12/20) | 14.00 s
+[Task 19/25] Current/Best: 12.60/ 22.88 GFLOPS | Progress: (16/20) | 17.71 s
+[Task 19/25] Current/Best: 8.45/ 22.88 GFLOPS | Progress: (20/20) | 21.31 s Done.
[Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 20/25] Current/Best: 9.45/ 11.07 GFLOPS | Progress: (4/20) | 5.94 s
-[Task 20/25] Current/Best: 21.92/ 21.92 GFLOPS | Progress: (8/20) | 11.43 s
-[Task 20/25] Current/Best: 15.02/ 21.92 GFLOPS | Progress: (12/20) | 19.25 s
-[Task 20/25] Current/Best: 13.38/ 21.92 GFLOPS | Progress: (16/20) | 22.55 s
-[Task 20/25] Current/Best: 15.00/ 21.92 GFLOPS | Progress: (20/20) | 32.00 s Done.
-
+[Task 20/25] Current/Best: 13.26/ 13.26 GFLOPS | Progress: (4/20) | 6.16 s
+[Task 20/25] Current/Best: 8.01/ 13.26 GFLOPS | Progress: (8/20) | 9.68 s
+[Task 20/25] Current/Best: 18.05/ 18.05 GFLOPS | Progress: (12/20) | 13.48 s
+[Task 20/25] Current/Best: 15.76/ 21.43 GFLOPS | Progress: (16/20) | 15.66 s
+[Task 20/25] Current/Best: 17.75/ 21.43 GFLOPS | Progress: (20/20) | 27.79 s
[Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 21/25] Current/Best: 6.46/ 18.93 GFLOPS | Progress: (4/20) | 12.72 s
-[Task 21/25] Current/Best: 18.27/ 18.93 GFLOPS | Progress: (8/20) | 16.47 s
-[Task 21/25] Current/Best: 8.61/ 18.93 GFLOPS | Progress: (12/20) | 27.78 s
-[Task 21/25] Current/Best: 13.51/ 18.93 GFLOPS | Progress: (16/20) | 34.05 s
-[Task 21/25] Current/Best: 5.63/ 18.93 GFLOPS | Progress: (20/20) | 36.26 s
-[Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s Done.
- Done.
+[Task 21/25] Current/Best: 6.53/ 10.74 GFLOPS | Progress: (4/20) | 13.82 s
+[Task 21/25] Current/Best: 22.86/ 22.86 GFLOPS | Progress: (8/20) | 26.51 s Done.
-[Task 22/25] Current/Best: 9.86/ 17.30 GFLOPS | Progress: (4/20) | 4.55 s
-[Task 22/25] Current/Best: 19.41/ 19.41 GFLOPS | Progress: (8/20) | 6.26 s
-[Task 22/25] Current/Best: 12.66/ 23.14 GFLOPS | Progress: (12/20) | 8.09 s
-[Task 22/25] Current/Best: 19.24/ 23.14 GFLOPS | Progress: (16/20) | 9.63 s
-[Task 22/25] Current/Best: 19.51/ 23.14 GFLOPS | Progress: (20/20) | 11.95 s Done.
+[Task 21/25] Current/Best: 11.21/ 22.86 GFLOPS | Progress: (12/20) | 29.86 s
+[Task 21/25] Current/Best: 10.62/ 22.86 GFLOPS | Progress: (16/20) | 32.70 s
+[Task 21/25] Current/Best: 21.28/ 22.86 GFLOPS | Progress: (20/20) | 43.86 s
+[Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
+[Task 22/25] Current/Best: 2.78/ 19.20 GFLOPS | Progress: (4/20) | 5.73 s
+[Task 22/25] Current/Best: 13.83/ 19.20 GFLOPS | Progress: (8/20) | 7.68 s
+[Task 22/25] Current/Best: 15.34/ 19.20 GFLOPS | Progress: (12/20) | 10.06 s
+[Task 22/25] Current/Best: 11.85/ 19.20 GFLOPS | Progress: (16/20) | 12.71 s
+[Task 22/25] Current/Best: 11.09/ 22.92 GFLOPS | Progress: (20/20) | 15.74 s Done.
[Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 23/25] Current/Best: 12.70/ 24.11 GFLOPS | Progress: (4/20) | 4.79 s
-[Task 23/25] Current/Best: 14.45/ 24.11 GFLOPS | Progress: (8/20) | 7.29 s
-[Task 23/25] Current/Best: 6.74/ 24.11 GFLOPS | Progress: (12/20) | 11.51 s
-[Task 23/25] Current/Best: 1.63/ 24.11 GFLOPS | Progress: (16/20) | 15.31 s
-[Task 23/25] Current/Best: 10.82/ 24.11 GFLOPS | Progress: (20/20) | 19.15 s Done.
+[Task 23/25] Current/Best: 7.18/ 23.97 GFLOPS | Progress: (4/20) | 5.96 s
+[Task 23/25] Current/Best: 19.70/ 23.97 GFLOPS | Progress: (8/20) | 9.35 s
+[Task 23/25] Current/Best: 6.34/ 23.97 GFLOPS | Progress: (12/20) | 12.24 s
+[Task 23/25] Current/Best: 12.27/ 23.97 GFLOPS | Progress: (16/20) | 15.52 s
+[Task 23/25] Current/Best: 9.95/ 23.97 GFLOPS | Progress: (20/20) | 18.24 s Done.
[Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 24/25] Current/Best: 4.88/ 10.91 GFLOPS | Progress: (4/20) | 13.38 s
-[Task 24/25] Current/Best: 3.64/ 10.91 GFLOPS | Progress: (8/20) | 24.06 s
-[Task 24/25] Current/Best: 7.87/ 10.91 GFLOPS | Progress: (12/20) | 35.03 s
-[Task 24/25] Current/Best: 9.80/ 10.91 GFLOPS | Progress: (16/20) | 45.97 s
-[Task 24/25] Current/Best: 3.97/ 10.91 GFLOPS | Progress: (20/20) | 56.66 s
+[Task 24/25] Current/Best: 8.21/ 8.21 GFLOPS | Progress: (4/20) | 13.59 s
+[Task 24/25] Current/Best: 3.19/ 8.21 GFLOPS | Progress: (8/20) | 17.05 s
+[Task 24/25] Current/Best: 3.64/ 9.98 GFLOPS | Progress: (12/20) | 18.58 s
+[Task 24/25] Current/Best: 8.31/ 9.98 GFLOPS | Progress: (16/20) | 29.55 s
+[Task 24/25] Current/Best: 3.67/ 9.98 GFLOPS | Progress: (20/20) | 40.58 s
[Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 25/25] Current/Best: 1.62/ 10.60 GFLOPS | Progress: (4/20) | 7.85 s
-[Task 25/25] Current/Best: 1.63/ 10.63 GFLOPS | Progress: (8/20) | 11.20 s Done.
-
-[Task 25/25] Current/Best: 1.62/ 10.63 GFLOPS | Progress: (12/20) | 22.15 s
-[Task 25/25] Current/Best: 9.69/ 10.63 GFLOPS | Progress: (16/20) | 30.56 s
-[Task 25/25] Current/Best: 5.56/ 10.63 GFLOPS | Progress: (20/20) | 41.47 s
+[Task 25/25] Current/Best: 7.99/ 9.93 GFLOPS | Progress: (4/20) | 8.82 s
+[Task 25/25] Current/Best: 4.61/ 9.93 GFLOPS | Progress: (8/20) | 19.79 s
+[Task 25/25] Current/Best: 5.94/ 9.93 GFLOPS | Progress: (12/20) | 22.39 s
+[Task 25/25] Current/Best: 8.21/ 9.93 GFLOPS | Progress: (16/20) | 25.13 s
+[Task 25/25] Current/Best: 2.79/ 9.95 GFLOPS | Progress: (20/20) | 29.89 s
</pre></div>
</div>
<p>The output from this tuning process will look something like this:</p>
@@ -997,6 +995,8 @@
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Done.
+Done.
+Done.
</pre></div>
</div>
<p>Verify that the optimized model runs and produces the same results:</p>
@@ -1051,8 +1051,8 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"unoptimized: </span><span class="si">%s</span><span class="s2">"</span> <span class="o">%</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">unoptimized</span></a><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>optimized: {'mean': 378.1816890099981, 'median': 377.56157710001617, 'std': 1.6047910407771633}
-unoptimized: {'mean': 459.26396407999846, 'median': 459.2869062499972, 'std': 0.6706542774642553}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>optimized: {'mean': 377.61243996000303, 'median': 377.99155584999653, 'std': 1.4828613014821268}
+unoptimized: {'mean': 492.7072502899978, 'median': 492.69391815000176, 'std': 3.5452063387380295}
</pre></div>
</div>
</div>
@@ -1066,7 +1066,7 @@
<p>Here we presented a simple example using ResNet-50 v2 locally. However, TVM
supports many more features including cross-compilation, remote execution and
profiling/benchmarking.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 13 minutes 3.508 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 12 minutes 45.765 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-tutorial-autotvm-relay-x86-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../_downloads/57a45d9bef1af358191e7d50043e652c/autotvm_relay_x86.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">autotvm_relay_x86.py</span></code></a></p>
diff --git a/docs/tutorial/cross_compilation_and_rpc.html b/docs/tutorial/cross_compilation_and_rpc.html
index 01e54fd..8aa144f 100644
--- a/docs/tutorial/cross_compilation_and_rpc.html
+++ b/docs/tutorial/cross_compilation_and_rpc.html
@@ -568,7 +568,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"</span><span class="si">%g</span><span class="s2"> secs/op"</span> <span class="o">%</span> <span class="n">cost</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>1.079e-07 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>1.325e-07 secs/op
</pre></div>
</div>
</div>
diff --git a/docs/tutorial/intro_topi.html b/docs/tutorial/intro_topi.html
index 16720b7..b908a95 100644
--- a/docs/tutorial/intro_topi.html
+++ b/docs/tutorial/intro_topi.html
@@ -538,7 +538,7 @@
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/ir.html#tvm.ir.Array" title="tvm.ir.Array" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">sg</span><span class="o">.</span><span class="n">stages</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[stage(a, placeholder(a, 0x624c400)), stage(b, placeholder(b, 0x12b29f30)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[a[ax0, ax1, ax2] * b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_elemwise_sum, compute(T_elemwise_sum, body=[T_add[ax0, ax1, ax2] + T_multiply[ax0, ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide, compute(T_divide, body=[T_elemwise_sum[ax0, ax1, ax2] / T.float32(2)], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide_red.rf, compute(T_divide_red.rf, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide[(k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 % 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) % 10]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], condition=T.likely((k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10 < 100 and (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 < 1000 and k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024 < 10000), value_index=0)], axis=[T.iter_var(k0_k1_fused_k2_fused_inner, T.Range(0, 1024), "DataPar", "")], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], tag=, attrs={})), stage(T_divide_red, compute(T_divide_red.repl, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide_red.rf[k0_k1_fused_k2_fused_inner_v]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], condition=T.bool(True), value_index=0)], axis=[], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], tag=, attrs={}))]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[stage(a, placeholder(a, 0x1127fd60)), stage(b, placeholder(b, 0x7ab7020)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[a[ax0, ax1, ax2] * b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_elemwise_sum, compute(T_elemwise_sum, body=[T_add[ax0, ax1, ax2] + T_multiply[ax0, ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide, compute(T_divide, body=[T_elemwise_sum[ax0, ax1, ax2] / T.float32(2)], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=elemwise, attrs={})), stage(T_divide_red.rf, compute(T_divide_red.rf, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide[(k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 % 10, (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) % 10]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], condition=T.likely((k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 // 10 < 100 and (k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024) // 10 < 1000 and k0_k1_fused_k2_fused_inner + k0_k1_fused_k2_fused_outer * 1024 < 10000), value_index=0)], axis=[T.iter_var(k0_k1_fused_k2_fused_inner, T.Range(0, 1024), "DataPar", "")], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_outer, T.Range(0, 10), "CommReduce", "")], tag=, attrs={})), stage(T_divide_red, compute(T_divide_red.repl, body=[T.reduce(T.comm_reducer(lambda x, y: x + y, [T.float32(0)]), source=[T_divide_red.rf[k0_k1_fused_k2_fused_inner_v]], init=[], axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], condition=T.bool(True), value_index=0)], axis=[], reduce_axis=[T.iter_var(k0_k1_fused_k2_fused_inner_v, T.Range(0, 1024), "CommReduce", "")], tag=, attrs={}))]
</pre></div>
</div>
<p>We can test the correctness by comparing with <code class="code docutils literal notranslate"><span class="pre">numpy</span></code> result as follows</p>
diff --git a/docs/tutorial/sg_execution_times.html b/docs/tutorial/sg_execution_times.html
index fc6584c..ace6490e8 100644
--- a/docs/tutorial/sg_execution_times.html
+++ b/docs/tutorial/sg_execution_times.html
@@ -370,7 +370,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-tutorial-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>16:17.540</strong> total execution time for <strong>tutorial</strong> files:</p>
+<p><strong>16:31.331</strong> total execution time for <strong>tutorial</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -379,54 +379,54 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="autotvm_relay_x86.html#sphx-glr-tutorial-autotvm-relay-x86-py"><span class="std std-ref">Compiling and Optimizing a Model with the Python Interface (AutoTVM)</span></a> (<code class="docutils literal notranslate"><span class="pre">autotvm_relay_x86.py</span></code>)</p></td>
-<td><p>13:03.508</p></td>
+<td><p>12:45.765</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="auto_scheduler_matmul_x86.html#sphx-glr-tutorial-auto-scheduler-matmul-x86-py"><span class="std std-ref">Optimizing Operators with Auto-scheduling</span></a> (<code class="docutils literal notranslate"><span class="pre">auto_scheduler_matmul_x86.py</span></code>)</p></td>
-<td><p>01:19.109</p></td>
+<td><p>01:36.659</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tensor_expr_get_started.html#sphx-glr-tutorial-tensor-expr-get-started-py"><span class="std std-ref">Working with Operators Using Tensor Expression</span></a> (<code class="docutils literal notranslate"><span class="pre">tensor_expr_get_started.py</span></code>)</p></td>
-<td><p>00:57.158</p></td>
+<td><p>00:56.832</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="relay_quick_start.html#sphx-glr-tutorial-relay-quick-start-py"><span class="std std-ref">Quick Start Tutorial for Compiling Deep Learning Models</span></a> (<code class="docutils literal notranslate"><span class="pre">relay_quick_start.py</span></code>)</p></td>
-<td><p>00:40.095</p></td>
+<td><p>00:43.749</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="autotvm_matmul_x86.html#sphx-glr-tutorial-autotvm-matmul-x86-py"><span class="std std-ref">Optimizing Operators with Schedule Templates and AutoTVM</span></a> (<code class="docutils literal notranslate"><span class="pre">autotvm_matmul_x86.py</span></code>)</p></td>
-<td><p>00:15.308</p></td>
+<td><p>00:25.922</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tensor_ir_blitz_course.html#sphx-glr-tutorial-tensor-ir-blitz-course-py"><span class="std std-ref">Blitz Course to TensorIR</span></a> (<code class="docutils literal notranslate"><span class="pre">tensor_ir_blitz_course.py</span></code>)</p></td>
-<td><p>00:01.383</p></td>
+<td><p>00:01.349</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="intro_topi.html#sphx-glr-tutorial-intro-topi-py"><span class="std std-ref">Introduction to TOPI</span></a> (<code class="docutils literal notranslate"><span class="pre">intro_topi.py</span></code>)</p></td>
-<td><p>00:00.806</p></td>
+<td><p>00:00.869</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="cross_compilation_and_rpc.html#sphx-glr-tutorial-cross-compilation-and-rpc-py"><span class="std std-ref">Cross Compilation and RPC</span></a> (<code class="docutils literal notranslate"><span class="pre">cross_compilation_and_rpc.py</span></code>)</p></td>
-<td><p>00:00.174</p></td>
+<td><p>00:00.185</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="uma.html#sphx-glr-tutorial-uma-py"><span class="std std-ref">Making your Hardware Accelerator TVM-ready with UMA</span></a> (<code class="docutils literal notranslate"><span class="pre">uma.py</span></code>)</p></td>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="tvmc_command_line_driver.html#sphx-glr-tutorial-tvmc-command-line-driver-py"><span class="std std-ref">Compiling and Optimizing a Model with TVMC</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_command_line_driver.py</span></code>)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="tvmc_python.html#sphx-glr-tutorial-tvmc-python-py"><span class="std std-ref">Getting Starting using TVMC Python: a high-level API for TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_python.py</span></code>)</p></td>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="tvmc_python.html#sphx-glr-tutorial-tvmc-python-py"><span class="std std-ref">Getting Starting using TVMC Python: a high-level API for TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_python.py</span></code>)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="tvmc_command_line_driver.html#sphx-glr-tutorial-tvmc-command-line-driver-py"><span class="std std-ref">Compiling and Optimizing a Model with TVMC</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_command_line_driver.py</span></code>)</p></td>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="introduction.html#sphx-glr-tutorial-introduction-py"><span class="std std-ref">Introduction</span></a> (<code class="docutils literal notranslate"><span class="pre">introduction.py</span></code>)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="install.html#sphx-glr-tutorial-install-py"><span class="std std-ref">Installing TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">install.py</span></code>)</p></td>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="install.html#sphx-glr-tutorial-install-py"><span class="std std-ref">Installing TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">install.py</span></code>)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="introduction.html#sphx-glr-tutorial-introduction-py"><span class="std std-ref">Introduction</span></a> (<code class="docutils literal notranslate"><span class="pre">introduction.py</span></code>)</p></td>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
diff --git a/docs/tutorial/tensor_expr_get_started.html b/docs/tutorial/tensor_expr_get_started.html
index 565b7d6..d8f9ac9 100644
--- a/docs/tutorial/tensor_expr_get_started.html
+++ b/docs/tutorial/tensor_expr_get_started.html
@@ -579,7 +579,7 @@
<span class="n">evaluate_addition</span><span class="p">(</span><span class="n">fadd</span><span class="p">,</span> <a href="../reference/api/python/target.html#tvm.target.Target" title="tvm.target.Target" class="sphx-glr-backref-module-tvm-target sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">tgt</span></a><span class="p">,</span> <span class="s2">"naive"</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.000005
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.000007
naive: 0.000006
</pre></div>
</div>
@@ -635,7 +635,7 @@
<span class="n">evaluate_addition</span><span class="p">(</span><span class="n">fadd_parallel</span><span class="p">,</span> <a href="../reference/api/python/target.html#tvm.target.Target" title="tvm.target.Target" class="sphx-glr-backref-module-tvm-target sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">tgt</span></a><span class="p">,</span> <span class="s2">"parallel"</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>parallel: 0.000008
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>parallel: 0.000006
</pre></div>
</div>
</div>
@@ -711,10 +711,10 @@
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Operator Timing Performance
- numpy 5.25532999972711e-06 1.0
- naive 6.4786e-06 1.2327674951594687
-parallel 7.838299999999999e-06 1.4914953010385672
- vector 3.86519e-05 7.354799794115128
+ numpy 6.55585999993491e-06 1.0
+ naive 5.6102e-06 0.855753478575763
+parallel 5.837200000000001e-06 0.8903789891879869
+ vector 3.86503e-05 5.895534682007203
</pre></div>
</div>
<div class="admonition-code-specialization admonition">
@@ -1030,7 +1030,7 @@
<span class="n">answer</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">a</span><span class="o">.</span><span class="n">numpy</span><span class="p">(),</span> <span class="n">b</span><span class="o">.</span><span class="n">numpy</span><span class="p">())</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.014316
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.014823
</pre></div>
</div>
<p>Now we write a basic matrix multiplication using TVM TE and verify that it
@@ -1071,7 +1071,7 @@
<span class="n">evaluate_operation</span><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">A</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">B</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">C</span></a><span class="p">],</span> <a href="../reference/api/python/target.html#tvm.target.Target" title="tvm.target.Target" class="sphx-glr-backref-module-tvm-target sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a><span class="o">=</span><a href="../reference/api/python/target.html#tvm.target.Target" title="tvm.target.Target" class="sphx-glr-backref-module-tvm-target sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s2">"mmult"</span><span class="p">,</span> <span class="n">optimization</span><span class="o">=</span><span class="s2">"none"</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>none: 3.331092
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>none: 3.220115
</pre></div>
</div>
<p>Let’s take a look at the intermediate representation of the operator and
@@ -1135,7 +1135,7 @@
<span class="n">evaluate_operation</span><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">A</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">B</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">C</span></a><span class="p">],</span> <a href="../reference/api/python/target.html#tvm.target.Target" title="tvm.target.Target" class="sphx-glr-backref-module-tvm-target sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a><span class="o">=</span><a href="../reference/api/python/target.html#tvm.target.Target" title="tvm.target.Target" class="sphx-glr-backref-module-tvm-target sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s2">"mmult"</span><span class="p">,</span> <span class="n">optimization</span><span class="o">=</span><span class="s2">"blocking"</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">log</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>blocking: 0.269011
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>blocking: 0.292995
</pre></div>
</div>
<p>By reordering the computation to take advantage of caching, you should see a
@@ -1184,7 +1184,7 @@
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">A</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">B</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">C</span></a><span class="p">],</span> <span class="n">simple_mode</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vectorization: 0.250313
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vectorization: 0.280188
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1233,7 +1233,7 @@
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">A</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">B</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">C</span></a><span class="p">],</span> <span class="n">simple_mode</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>loop permutation: 0.102334
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>loop permutation: 0.110727
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1303,7 +1303,7 @@
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">A</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">B</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">C</span></a><span class="p">],</span> <span class="n">simple_mode</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>array packing: 0.095080
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>array packing: 0.102696
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1369,7 +1369,7 @@
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">A</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">B</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">C</span></a><span class="p">],</span> <span class="n">simple_mode</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>block caching: 0.087075
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>block caching: 0.094522
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1426,7 +1426,7 @@
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">A</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">B</span></a><span class="p">,</span> <a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">C</span></a><span class="p">],</span> <span class="n">simple_mode</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>parallelization: 0.105277
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>parallelization: 0.113254
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1479,13 +1479,13 @@
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span> Operator Timing Performance
- none 3.33109185 1.0
- blocking 0.26901063669999997 0.08075749598438721
- vectorization 0.25031290689999997 0.07514440254777123
-loop permutation 0.10233436339999999 0.030720967180775875
- array packing 0.09507984350000001 0.02854314674631383
- block caching 0.0870746027 0.02613995849438976
- parallelization 0.10527708629999999 0.031604378096028785
+ none 3.2201153585 1.0
+ blocking 0.29299493940000004 0.09098895746905274
+ vectorization 0.2801880437 0.0870118031518342
+loop permutation 0.1107265664 0.034385900526116196
+ array packing 0.1026958877 0.03189199027572664
+ block caching 0.0945219038 0.02935357689919232
+ parallelization 0.1132544879 0.03517094119036667
</pre></div>
</div>
<p>Note that the outputs on the web page reflect the running times on a
