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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/crash-course/1-ndarray.html">Manipulate data with <code class="docutils literal notranslate"><span class="pre">ndarray</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/crash-course/2-nn.html">Create a neural network</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/to-mxnet/pytorch.html">PyTorch vs Apache MXNet</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/custom_layer_beginners.html">How to write a custom layer in Apache MxNet Gluon API</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/init.html#Conclusion">Conclusion</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/parameters.html">Parameter Management</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/naming.html">Naming of Gluon Parameter and Blocks</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/customop.html">Creating custom operators with numpy</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../../../tutorials/extend/customop.html">Creating custom operators with numpy</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.nn.LeakyReLU.html">mxnet.gluon.nn.LeakyReLU</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../../gluon/rnn.html">rnn and contrib.rnn</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.rnn.BidirectionalCell.html">mxnet.gluon.rnn.BidirectionalCell</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv1DRNNCell.html">mxnet.gluon.contrib.rnn.Conv1DRNNCell</a></li> |
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| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.loss.html"><code class="docutils literal notranslate"><span class="pre">loss</span></code></a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.SoftmaxCrossEntropyLoss.html">mxnet.gluon.loss.SoftmaxCrossEntropyLoss</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.KLDivLoss.html">mxnet.gluon.loss.KLDivLoss</a></li> |
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| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.parameter.html">Parameter</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.initialize.html">mxnet.gluon.Parameter.initialize</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.set_data.html">mxnet.gluon.Parameter.set_data</a></li> |
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| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.Trainer.html">Trainer</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Trainer.learning_rate.html">mxnet.gluon.Trainer.learning_rate</a></li> |
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| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.data.html">data</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.Sampler.html">mxnet.gluon.data.Sampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.SequentialSampler.html">mxnet.gluon.data.SequentialSampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.RandomSampler.html">mxnet.gluon.data.RandomSampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.BatchSampler.html">mxnet.gluon.data.BatchSampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.DataLoader.html">mxnet.gluon.data.DataLoader</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.data.vision.html">data.vision</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.MNIST.html">mxnet.gluon.data.vision.datasets.MNIST</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.FashionMNIST.html">mxnet.gluon.data.vision.datasets.FashionMNIST</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.CIFAR10.html">mxnet.gluon.data.vision.datasets.CIFAR10</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.CIFAR100.html">mxnet.gluon.data.vision.datasets.CIFAR100</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.ImageRecordDataset.html">mxnet.gluon.data.vision.datasets.ImageRecordDataset</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.ImageFolderDataset.html">mxnet.gluon.data.vision.datasets.ImageFolderDataset</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Compose.html">mxnet.gluon.data.vision.transforms.Compose</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Cast.html">mxnet.gluon.data.vision.transforms.Cast</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.ToTensor.html">mxnet.gluon.data.vision.transforms.ToTensor</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Normalize.html">mxnet.gluon.data.vision.transforms.Normalize</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomResizedCrop.html">mxnet.gluon.data.vision.transforms.RandomResizedCrop</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.CenterCrop.html">mxnet.gluon.data.vision.transforms.CenterCrop</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Resize.html">mxnet.gluon.data.vision.transforms.Resize</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomFlipLeftRight.html">mxnet.gluon.data.vision.transforms.RandomFlipLeftRight</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomFlipTopBottom.html">mxnet.gluon.data.vision.transforms.RandomFlipTopBottom</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomBrightness.html">mxnet.gluon.data.vision.transforms.RandomBrightness</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomContrast.html">mxnet.gluon.data.vision.transforms.RandomContrast</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomSaturation.html">mxnet.gluon.data.vision.transforms.RandomSaturation</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomHue.html">mxnet.gluon.data.vision.transforms.RandomHue</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomColorJitter.html">mxnet.gluon.data.vision.transforms.RandomColorJitter</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomLighting.html">mxnet.gluon.data.vision.transforms.RandomLighting</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.model_zoo.html">model_zoo.vision</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.model_zoo.vision.resnet18_v1.html">mxnet.gluon.model_zoo.vision.resnet18_v1</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.model_zoo.vision.DenseNet.html">mxnet.gluon.model_zoo.vision.DenseNet</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.utils.html">utils</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.reshape_like.html">mxnet.symbol.Symbol.reshape_like</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.flatten.html">mxnet.symbol.Symbol.flatten</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.list_arguments.html">mxnet.symbol.Symbol.list_arguments</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.list_outputs.html">mxnet.symbol.Symbol.list_outputs</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.list_auxiliary_states.html">mxnet.symbol.Symbol.list_auxiliary_states</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.list_attr.html">mxnet.symbol.Symbol.list_attr</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.attr.html">mxnet.symbol.Symbol.attr</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.attr_dict.html">mxnet.symbol.Symbol.attr_dict</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.slice.html">mxnet.symbol.Symbol.slice</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.slice_axis.html">mxnet.symbol.Symbol.slice_axis</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.slice_like.html">mxnet.symbol.Symbol.slice_like</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.take.html">mxnet.symbol.Symbol.take</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.one_hot.html">mxnet.symbol.Symbol.one_hot</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.pick.html">mxnet.symbol.Symbol.pick</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.__getitem__.html">mxnet.symbol.Symbol.__getitem__</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.__iter__.html">mxnet.symbol.Symbol.__iter__</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.get_internals.html">mxnet.symbol.Symbol.get_internals</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.get_children.html">mxnet.symbol.Symbol.get_children</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.infer_type.html">mxnet.symbol.Symbol.infer_type</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.infer_shape.html">mxnet.symbol.Symbol.infer_shape</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.infer_shape_partial.html">mxnet.symbol.Symbol.infer_shape_partial</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.bind.html">mxnet.symbol.Symbol.bind</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.simple_bind.html">mxnet.symbol.Symbol.simple_bind</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.save.html">mxnet.symbol.Symbol.save</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.tojson.html">mxnet.symbol.Symbol.tojson</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.debug_str.html">mxnet.symbol.Symbol.debug_str</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.clip.html">mxnet.symbol.Symbol.clip</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.sign.html">mxnet.symbol.Symbol.sign</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol/mxnet.symbol.linalg.html">mxnet.linalg</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.gemm.html">mxnet.symbol.linalg.gemm</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.gemm2.html">mxnet.symbol.linalg.gemm2</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.potrf.html">mxnet.symbol.linalg.potrf</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.potri.html">mxnet.symbol.linalg.potri</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.trmm.html">mxnet.symbol.linalg.trmm</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.trsm.html">mxnet.symbol.linalg.trsm</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.syrk.html">mxnet.symbol.linalg.syrk</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.gelqf.html">mxnet.symbol.linalg.gelqf</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.syevd.html">mxnet.symbol.linalg.syevd</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.sumlogdiag.html">mxnet.symbol.linalg.sumlogdiag</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.extractdiag.html">mxnet.symbol.linalg.extractdiag</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.makediag.html">mxnet.symbol.linalg.makediag</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.extracttrian.html">mxnet.symbol.linalg.extracttrian</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.maketrian.html">mxnet.symbol.linalg.maketrian</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.inverse.html">mxnet.symbol.linalg.inverse</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="../../symbol-related/index.html">Symbol related modules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.callback.html">mxnet.callback</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.do_checkpoint.html">mxnet.callback.do_checkpoint</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.log_train_metric.html">mxnet.callback.log_train_metric</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.module_checkpoint.html">mxnet.callback.module_checkpoint</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.LogValidationMetricsCallback.html">mxnet.callback.LogValidationMetricsCallback</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.ProgressBar.html">mxnet.callback.ProgressBar</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.Speedometer.html">mxnet.callback.Speedometer</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.module.html">mxnet.module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.BaseModule.html">mxnet.module.BaseModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.BucketingModule.html">mxnet.module.BucketingModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.Module.html">mxnet.module.Module</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.PythonLossModule.html">mxnet.module.PythonLossModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.PythonModule.html">mxnet.module.PythonModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.SequentialModule.html">mxnet.module.SequentialModule</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.monitor.html">mxnet.monitor</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.monitor.Monitor.html">mxnet.monitor.Monitor</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.visualization.html">mxnet.visualization</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.visualization.plot_network.html">mxnet.visualization.plot_network</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.visualization.print_summary.html">mxnet.visualization.print_summary</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="../../advanced/index.html">Advanced modules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.executor.html">mxnet.executor</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.executor.Executor.html">mxnet.executor.Executor</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.kvstore_server.html">mxnet.kvstore_server</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.kvstore_server.KVStoreServer.html">mxnet.kvstore_server.KVStoreServer</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.engine.html">mxnet.engine</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.engine.bulk.html">mxnet.engine.bulk</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.engine.set_bulk_size.html">mxnet.engine.set_bulk_size</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.executor_manager.html">mxnet.executor_manager</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.executor_manager.DataParallelExecutorGroup.html">mxnet.executor_manager.DataParallelExecutorGroup</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.executor_manager.DataParallelExecutorManager.html">mxnet.executor_manager.DataParallelExecutorManager</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.rtc.html">mxnet.rtc</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.rtc.CudaKernel.html">mxnet.rtc.CudaKernel</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.rtc.CudaModule.html">mxnet.rtc.CudaModule</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.test_utils.html">mxnet.test_utils</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.almost_equal.html">mxnet.test_utils.almost_equal</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.almost_equal_ignore_nan.html">mxnet.test_utils.almost_equal_ignore_nan</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assert_almost_equal.html">mxnet.test_utils.assert_almost_equal</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assert_almost_equal_ignore_nan.html">mxnet.test_utils.assert_almost_equal_ignore_nan</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assert_exception.html">mxnet.test_utils.assert_exception</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assign_each.html">mxnet.test_utils.assign_each</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assign_each2.html">mxnet.test_utils.assign_each2</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.check_consistency.html">mxnet.test_utils.check_consistency</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.check_numeric_gradient.html">mxnet.test_utils.check_numeric_gradient</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.check_speed.html">mxnet.test_utils.check_speed</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.check_symbolic_backward.html">mxnet.test_utils.check_symbolic_backward</a></li> |
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| <li class="toctree-l1"><a class="reference internal" href="../../../tutorials/index.html">Python Tutorials</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/crash-course/1-ndarray.html">Manipulate data with <code class="docutils literal notranslate"><span class="pre">ndarray</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/crash-course/2-nn.html">Create a neural network</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/crash-course/3-autograd.html">Automatic differentiation with <code class="docutils literal notranslate"><span class="pre">autograd</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/crash-course/4-train.html">Train the neural network</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/crash-course/6-use_gpus.html">Use GPUs</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../../../tutorials/getting-started/to-mxnet/index.html">Moving to MXNet from Other Frameworks</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/getting-started/to-mxnet/pytorch.html">PyTorch vs Apache MXNet</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/custom_layer_beginners.html">How to write a custom layer in Apache MxNet Gluon API</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/normalization/normalization.html">Normalization Blocks</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/activations/activations.html">Activation Blocks</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/custom-loss/custom-loss.html">Custom Loss Blocks</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/init.html">Initialization</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/init.html#Conclusion">Conclusion</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/parameters.html">Parameter Management</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/naming.html">Naming of Gluon Parameter and Blocks</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/customop.html">Creating custom operators with numpy</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/hybridize.html">Hybridize</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../../tutorials/packages/gluon/image/index.html">Image Tutorials</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="../../../tutorials/packages/gluon/image/mnist.html">Handwritten Digit Recognition</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="../../../tutorials/packages/gluon/image/pretrained_models.html">Using pre-trained models in MXNet</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../../../tutorials/extend/customop.html">Creating custom operators with numpy</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.nn.LayerNorm.html">mxnet.gluon.nn.LayerNorm</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.nn.Embedding.html">mxnet.gluon.nn.Embedding</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.nn.LeakyReLU.html">mxnet.gluon.nn.LeakyReLU</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.nn.PReLU.html">mxnet.gluon.nn.PReLU</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.nn.ELU.html">mxnet.gluon.nn.ELU</a></li> |
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| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/rnn.html">rnn and contrib.rnn</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.rnn.BidirectionalCell.html">mxnet.gluon.rnn.BidirectionalCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.rnn.DropoutCell.html">mxnet.gluon.rnn.DropoutCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.rnn.ZoneoutCell.html">mxnet.gluon.rnn.ZoneoutCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.rnn.ResidualCell.html">mxnet.gluon.rnn.ResidualCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv1DRNNCell.html">mxnet.gluon.contrib.rnn.Conv1DRNNCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv2DRNNCell.html">mxnet.gluon.contrib.rnn.Conv2DRNNCell</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv1DLSTMCell.html">mxnet.gluon.contrib.rnn.Conv1DLSTMCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv2DLSTMCell.html">mxnet.gluon.contrib.rnn.Conv2DLSTMCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv3DLSTMCell.html">mxnet.gluon.contrib.rnn.Conv3DLSTMCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv1DGRUCell.html">mxnet.gluon.contrib.rnn.Conv1DGRUCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv2DGRUCell.html">mxnet.gluon.contrib.rnn.Conv2DGRUCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.Conv3DGRUCell.html">mxnet.gluon.contrib.rnn.Conv3DGRUCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.VariationalDropoutCell.html">mxnet.gluon.contrib.rnn.VariationalDropoutCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.contrib.rnn.LSTMPCell.html">mxnet.gluon.contrib.rnn.LSTMPCell</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.rnn.RNN.html">mxnet.gluon.rnn.RNN</a></li> |
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| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.loss.html"><code class="docutils literal notranslate"><span class="pre">loss</span></code></a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.Loss.html">mxnet.gluon.loss.Loss</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.SigmoidBinaryCrossEntropyLoss.html">mxnet.gluon.loss.SigmoidBinaryCrossEntropyLoss</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.SoftmaxCrossEntropyLoss.html">mxnet.gluon.loss.SoftmaxCrossEntropyLoss</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.KLDivLoss.html">mxnet.gluon.loss.KLDivLoss</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.HingeLoss.html">mxnet.gluon.loss.HingeLoss</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.loss.LogisticLoss.html">mxnet.gluon.loss.LogisticLoss</a></li> |
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| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.parameter.html">Parameter</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.initialize.html">mxnet.gluon.Parameter.initialize</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.data.html">mxnet.gluon.Parameter.data</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.list_data.html">mxnet.gluon.Parameter.list_data</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.list_row_sparse_data.html">mxnet.gluon.Parameter.list_row_sparse_data</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.row_sparse_data.html">mxnet.gluon.Parameter.row_sparse_data</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.set_data.html">mxnet.gluon.Parameter.set_data</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.shape.html">mxnet.gluon.Parameter.shape</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.grad.html">mxnet.gluon.Parameter.grad</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.list_grad.html">mxnet.gluon.Parameter.list_grad</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.grad_req.html">mxnet.gluon.Parameter.grad_req</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.cast.html">mxnet.gluon.Parameter.cast</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.list_ctx.html">mxnet.gluon.Parameter.list_ctx</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Parameter.var.html">mxnet.gluon.Parameter.var</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.Trainer.html">Trainer</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Trainer.update.html">mxnet.gluon.Trainer.update</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Trainer.save_states.html">mxnet.gluon.Trainer.save_states</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Trainer.learning_rate.html">mxnet.gluon.Trainer.learning_rate</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.Trainer.set_learning_rate.html">mxnet.gluon.Trainer.set_learning_rate</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.data.html">data</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.Dataset.html">mxnet.gluon.data.Dataset</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.RecordFileDataset.html">mxnet.gluon.data.RecordFileDataset</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.Sampler.html">mxnet.gluon.data.Sampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.SequentialSampler.html">mxnet.gluon.data.SequentialSampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.RandomSampler.html">mxnet.gluon.data.RandomSampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.BatchSampler.html">mxnet.gluon.data.BatchSampler</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.DataLoader.html">mxnet.gluon.data.DataLoader</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.data.vision.html">data.vision</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.MNIST.html">mxnet.gluon.data.vision.datasets.MNIST</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.FashionMNIST.html">mxnet.gluon.data.vision.datasets.FashionMNIST</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.CIFAR10.html">mxnet.gluon.data.vision.datasets.CIFAR10</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.CIFAR100.html">mxnet.gluon.data.vision.datasets.CIFAR100</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.ImageRecordDataset.html">mxnet.gluon.data.vision.datasets.ImageRecordDataset</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.datasets.ImageFolderDataset.html">mxnet.gluon.data.vision.datasets.ImageFolderDataset</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Compose.html">mxnet.gluon.data.vision.transforms.Compose</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Cast.html">mxnet.gluon.data.vision.transforms.Cast</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.ToTensor.html">mxnet.gluon.data.vision.transforms.ToTensor</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Normalize.html">mxnet.gluon.data.vision.transforms.Normalize</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomResizedCrop.html">mxnet.gluon.data.vision.transforms.RandomResizedCrop</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.CenterCrop.html">mxnet.gluon.data.vision.transforms.CenterCrop</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.Resize.html">mxnet.gluon.data.vision.transforms.Resize</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomFlipLeftRight.html">mxnet.gluon.data.vision.transforms.RandomFlipLeftRight</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomFlipTopBottom.html">mxnet.gluon.data.vision.transforms.RandomFlipTopBottom</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomBrightness.html">mxnet.gluon.data.vision.transforms.RandomBrightness</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomContrast.html">mxnet.gluon.data.vision.transforms.RandomContrast</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomSaturation.html">mxnet.gluon.data.vision.transforms.RandomSaturation</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomHue.html">mxnet.gluon.data.vision.transforms.RandomHue</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomColorJitter.html">mxnet.gluon.data.vision.transforms.RandomColorJitter</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.data.vision.transforms.RandomLighting.html">mxnet.gluon.data.vision.transforms.RandomLighting</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.model_zoo.html">model_zoo.vision</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../gluon/_autogen/mxnet.gluon.model_zoo.vision.DenseNet.html">mxnet.gluon.model_zoo.vision.DenseNet</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../../gluon/mxnet.gluon.utils.html">utils</a><ul> |
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| </li> |
| <li class="toctree-l2"><a class="reference internal" href="../../gluon-related/index.html">Gluon related modules</a><ul> |
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| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.list_outputs.html">mxnet.symbol.Symbol.list_outputs</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.list_auxiliary_states.html">mxnet.symbol.Symbol.list_auxiliary_states</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.list_attr.html">mxnet.symbol.Symbol.list_attr</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.attr.html">mxnet.symbol.Symbol.attr</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.attr_dict.html">mxnet.symbol.Symbol.attr_dict</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.slice.html">mxnet.symbol.Symbol.slice</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.slice_axis.html">mxnet.symbol.Symbol.slice_axis</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.slice_like.html">mxnet.symbol.Symbol.slice_like</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.take.html">mxnet.symbol.Symbol.take</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.one_hot.html">mxnet.symbol.Symbol.one_hot</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.pick.html">mxnet.symbol.Symbol.pick</a></li> |
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| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.__iter__.html">mxnet.symbol.Symbol.__iter__</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.get_internals.html">mxnet.symbol.Symbol.get_internals</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.get_children.html">mxnet.symbol.Symbol.get_children</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.infer_type.html">mxnet.symbol.Symbol.infer_type</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.infer_shape.html">mxnet.symbol.Symbol.infer_shape</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.infer_shape_partial.html">mxnet.symbol.Symbol.infer_shape_partial</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.bind.html">mxnet.symbol.Symbol.bind</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.simple_bind.html">mxnet.symbol.Symbol.simple_bind</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.save.html">mxnet.symbol.Symbol.save</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.tojson.html">mxnet.symbol.Symbol.tojson</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.debug_str.html">mxnet.symbol.Symbol.debug_str</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.clip.html">mxnet.symbol.Symbol.clip</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.Symbol.sign.html">mxnet.symbol.Symbol.sign</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol/mxnet.symbol.linalg.html">mxnet.linalg</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.gemm.html">mxnet.symbol.linalg.gemm</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.gemm2.html">mxnet.symbol.linalg.gemm2</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.potrf.html">mxnet.symbol.linalg.potrf</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.potri.html">mxnet.symbol.linalg.potri</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.trmm.html">mxnet.symbol.linalg.trmm</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.trsm.html">mxnet.symbol.linalg.trsm</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.syrk.html">mxnet.symbol.linalg.syrk</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.gelqf.html">mxnet.symbol.linalg.gelqf</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.syevd.html">mxnet.symbol.linalg.syevd</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.sumlogdiag.html">mxnet.symbol.linalg.sumlogdiag</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.extractdiag.html">mxnet.symbol.linalg.extractdiag</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.makediag.html">mxnet.symbol.linalg.makediag</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.extracttrian.html">mxnet.symbol.linalg.extracttrian</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.maketrian.html">mxnet.symbol.linalg.maketrian</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol/_autogen/mxnet.symbol.linalg.inverse.html">mxnet.symbol.linalg.inverse</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="../../symbol-related/index.html">Symbol related modules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.callback.html">mxnet.callback</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.do_checkpoint.html">mxnet.callback.do_checkpoint</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.log_train_metric.html">mxnet.callback.log_train_metric</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.module_checkpoint.html">mxnet.callback.module_checkpoint</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.LogValidationMetricsCallback.html">mxnet.callback.LogValidationMetricsCallback</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.ProgressBar.html">mxnet.callback.ProgressBar</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.callback.Speedometer.html">mxnet.callback.Speedometer</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.module.html">mxnet.module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.BaseModule.html">mxnet.module.BaseModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.BucketingModule.html">mxnet.module.BucketingModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.Module.html">mxnet.module.Module</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.PythonLossModule.html">mxnet.module.PythonLossModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.PythonModule.html">mxnet.module.PythonModule</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.module.SequentialModule.html">mxnet.module.SequentialModule</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.monitor.html">mxnet.monitor</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.monitor.Monitor.html">mxnet.monitor.Monitor</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../symbol-related/mxnet.visualization.html">mxnet.visualization</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.visualization.plot_network.html">mxnet.visualization.plot_network</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../symbol-related/_autogen/mxnet.visualization.print_summary.html">mxnet.visualization.print_summary</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="../../advanced/index.html">Advanced modules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.executor.html">mxnet.executor</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.executor.Executor.html">mxnet.executor.Executor</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.kvstore_server.html">mxnet.kvstore_server</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.kvstore_server.KVStoreServer.html">mxnet.kvstore_server.KVStoreServer</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.engine.html">mxnet.engine</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.engine.bulk.html">mxnet.engine.bulk</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.engine.set_bulk_size.html">mxnet.engine.set_bulk_size</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.executor_manager.html">mxnet.executor_manager</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.executor_manager.DataParallelExecutorGroup.html">mxnet.executor_manager.DataParallelExecutorGroup</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.executor_manager.DataParallelExecutorManager.html">mxnet.executor_manager.DataParallelExecutorManager</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.rtc.html">mxnet.rtc</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.rtc.CudaKernel.html">mxnet.rtc.CudaKernel</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.rtc.CudaModule.html">mxnet.rtc.CudaModule</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="../../advanced/mxnet.test_utils.html">mxnet.test_utils</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.almost_equal.html">mxnet.test_utils.almost_equal</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.almost_equal_ignore_nan.html">mxnet.test_utils.almost_equal_ignore_nan</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assert_almost_equal.html">mxnet.test_utils.assert_almost_equal</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assert_almost_equal_ignore_nan.html">mxnet.test_utils.assert_almost_equal_ignore_nan</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assert_exception.html">mxnet.test_utils.assert_exception</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assign_each.html">mxnet.test_utils.assign_each</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.assign_each2.html">mxnet.test_utils.assign_each2</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.check_consistency.html">mxnet.test_utils.check_consistency</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.check_numeric_gradient.html">mxnet.test_utils.check_numeric_gradient</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="../../advanced/_autogen/mxnet.test_utils.check_speed.html">mxnet.test_utils.check_speed</a></li> |
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| <div class="section" id="mxnet-ndarray-where"> |
| <h1>mxnet.ndarray.where<a class="headerlink" href="#mxnet-ndarray-where" title="Permalink to this headline">¶</a></h1> |
| <dl class="function"> |
| <dt id="mxnet.ndarray.where"> |
| <code class="sig-prename descclassname">mxnet.ndarray.</code><code class="sig-name descname">where</code><span class="sig-paren">(</span><em class="sig-param">condition=None</em>, <em class="sig-param">x=None</em>, <em class="sig-param">y=None</em>, <em class="sig-param">out=None</em>, <em class="sig-param">name=None</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#mxnet.ndarray.where" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Return the elements, either from x or y, depending on the condition.</p> |
| <p>Given three ndarrays, condition, x, and y, return an ndarray with the elements from x or y, |
| depending on the elements from condition are true or false. x and y must have the same shape. |
| If condition has the same shape as x, each element in the output array is from x if the |
| corresponding element in the condition is true, and from y if false.</p> |
| <p>If condition does not have the same shape as x, it must be a 1D array whose size is |
| the same as x’s first dimension size. Each row of the output array is from x’s row |
| if the corresponding element from condition is true, and from y’s row if false.</p> |
| <p>Note that all non-zero values are interpreted as <code class="docutils literal notranslate"><span class="pre">True</span></code> in condition.</p> |
| <p>Examples:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">x</span> <span class="o">=</span> <span class="p">[[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">],</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">]]</span> |
| <span class="n">y</span> <span class="o">=</span> <span class="p">[[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">],</span> <span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">8</span><span class="p">]]</span> |
| <span class="n">cond</span> <span class="o">=</span> <span class="p">[[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">]]</span> |
| |
| <span class="n">where</span><span class="p">(</span><span class="n">cond</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span> <span class="o">=</span> <span class="p">[[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">2</span><span class="p">],</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">8</span><span class="p">]]</span> |
| |
| <span class="n">csr_cond</span> <span class="o">=</span> <span class="n">cast_storage</span><span class="p">(</span><span class="n">cond</span><span class="p">,</span> <span class="s1">'csr'</span><span class="p">)</span> |
| |
| <span class="n">where</span><span class="p">(</span><span class="n">csr_cond</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span> <span class="o">=</span> <span class="p">[[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">2</span><span class="p">],</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">8</span><span class="p">]]</span> |
| </pre></div> |
| </div> |
| <p>Defined in src/operator/tensor/control_flow_op.cc:L57</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>condition</strong> (<a class="reference internal" href="../mxnet.ndarray.NDArray.html#mxnet.ndarray.NDArray" title="mxnet.ndarray.NDArray"><em>NDArray</em></a>) – condition array</p></li> |
| <li><p><strong>x</strong> (<a class="reference internal" href="../mxnet.ndarray.NDArray.html#mxnet.ndarray.NDArray" title="mxnet.ndarray.NDArray"><em>NDArray</em></a>) – </p></li> |
| <li><p><strong>y</strong> (<a class="reference internal" href="../mxnet.ndarray.NDArray.html#mxnet.ndarray.NDArray" title="mxnet.ndarray.NDArray"><em>NDArray</em></a>) – </p></li> |
| <li><p><strong>out</strong> (<a class="reference internal" href="../mxnet.ndarray.NDArray.html#mxnet.ndarray.NDArray" title="mxnet.ndarray.NDArray"><em>NDArray</em></a><em>, </em><em>optional</em>) – The output NDArray to hold the result.</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p><strong>out</strong> – The output of this function.</p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference internal" href="../mxnet.ndarray.NDArray.html#mxnet.ndarray.NDArray" title="mxnet.ndarray.NDArray">NDArray</a> or list of NDArrays</p> |
| </dd> |
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