| .. Licensed to the Apache Software Foundation (ASF) under one |
| or more contributor license agreements. See the NOTICE file |
| distributed with this work for additional information |
| regarding copyright ownership. The ASF licenses this file |
| to you under the Apache License, Version 2.0 (the |
| "License"); you may not use this file except in compliance |
| with the License. You may obtain a copy of the License at |
| |
| .. http://www.apache.org/licenses/LICENSE-2.0 |
| |
| .. Unless required by applicable law or agreed to in writing, |
| software distributed under the License is distributed on an |
| "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| KIND, either express or implied. See the License for the |
| specific language governing permissions and limitations |
| under the License. |
| |
| Apache TVM Documentation |
| ======================== |
| |
| Welcome to the documentation for Apache TVM, a deep learning compiler that |
| enables access to high-performance machine learning anywhere for everyone. |
| TVM's diverse community of hardware vendors, compiler engineers and ML |
| researchers work together to build a unified, programmable software stack, that |
| enriches the entire ML technology ecosystem and make it accessible to the wider |
| ML community. TVM empowers users to leverage community-driven ML-based |
| optimizations to push the limits and amplify the reach of their research and |
| development, which in turn raises the collective performance of all ML, while |
| driving its costs down. |
| |
| .. toctree:: |
| :maxdepth: 1 |
| :caption: Getting Started |
| |
| get_started/overview |
| install/index |
| get_started/tutorials/quick_start |
| get_started/tutorials/ir_module |
| |
| .. toctree:: |
| :maxdepth: 1 |
| :caption: How To |
| |
| how_to/tutorials/e2e_opt_model |
| how_to/tutorials/customize_opt |
| how_to/tutorials/optimize_llm |
| how_to/tutorials/cross_compilation_and_rpc |
| how_to/dev/index |
| |
| .. The Deep Dive content is comprehensive |
| .. we maintain a ``maxdepth`` of 2 to display more information on the main page. |
| |
| .. toctree:: |
| :maxdepth: 2 |
| :caption: Deep Dive |
| |
| arch/index |
| deep_dive/tensor_ir/index |
| deep_dive/relax/index |
| |
| .. toctree:: |
| :maxdepth: 1 |
| :caption: API Reference |
| |
| reference/api/python/index |
| reference/api/links |
| |
| .. toctree:: |
| :maxdepth: 1 |
| :caption: About |
| |
| contribute/index |
| reference/publications |
| reference/security |
| |
| .. toctree:: |
| :maxdepth: 1 |
| :caption: Index |
| |
| genindex |