* Rearrange file structure for PyTorch Inference for docs and add titles for PyTorch-Lightning Training
* Add How-to guide: How to accelerate a PyTorch-Lightning application on training workloads through Intel® Extension for PyTorch*
* Add how-to guide: How to accelerate a PyTorch-Lightning application on training workloads through multiple instances
* Revise: remove '-' in 'PyTorch-Lightning' and some other changes
* Add How-to guides: How to use the channels last memory format in your PyTorch Lightning application for training
* Add how-to guide: Use BFloat16 Mixed Precision for PyTorch Lightning Training
* Add How-to guide: How to accelerate a computer vision data processing pipeline
* Small Revision: change comments in several code cells
* Disable other nano tests temporarily
* Add github action tests for Nano Training PyTorch Lightning tests
* Enable other nano tests again
* Small revisions: typos and explanation texts changes
* Revise: update based on comments
* Create doc tree index for Nano How-to Guides
* Add How to guide for PyTorch Inference using ONNXRuntime
* Add How to guide for PyTorch Inference using OpenVINO
* Update How to guide for PyTorch Inference using OpenVINO/ONNXRuntime
* Change current notebook to md and revise contents to be more concentrated
* Add How-to Guide: Install BigDL-Nano in Google Colab (need further update)
* Revise words in How-to Guide for PyTorch Inference using OpenVINO/ONNXRuntime
* Add How-To Guide: Quantize PyTorch Model for Inference using Intel Neural Compressor
* Add How-To Guide: Quantize PyTorch Model for Inference using Post-training Quantization Tools
* Add API doc links and small revision
* Test: syncronization through marks in py files
* Test: syncronization through notebook with cells hidden from rendering in doc
* Remove test commits for runnable example <-> guides synchronization
* Enable rendering notebook from location out of sphinx source root
* Update guide "How to accelerate a PyTorch inference pipeline through OpenVINO" to notebook under python folder
* Update guide "How to quantize your PyTorch model for inference using Intel Neural Compressor" to notebook under python folder
* Fix bug that markdown will be ignored inside html tags for nbconvert, and notebook revise
* Update guide 'How to quantize your PyTorch model for inference using Post-training Optimization Tools' to notebook under python folder
* Small updates to index and current guides
* Revision based on Junwei's comments
* Update how-to guides: How to install BigDL-Nano in Google Colab, and update index page
* Small typo fix
* Add extension nbsphinx-link: link notebook out of the sphinx root folder to the sphinx project
* Link Notebook custom.ipynb directly from python folder to the sphinx project
* Link Notebook seq_and_func.ipynb directly from python folder to the sphinx project
* Small title fix
* Make interactive graphs visible in readthedocs webpage for seq_and_func.ipynb
* Regenerate outputs for custom.ipynb and remove parts of them
* Update open in colab button from HTML-style hyperlinks to markdown image with link for notebooks in readthedocs folder
* Update "Open in Colab" button for notebooks under python folder with markdown image with link
* Add tutorial notebook
* Add md
* Test on readthedocs
* Fix markdown
* fix md
* update notebooks
* update requirements version in doc
* update
* add and update tutorial
* add unit test for tensorflow tutorial
* reduce test time
* reduce test time
* update shell
* update action
* Update tutorial
* reduce ut time
* reduce ut time
* reduce ut time
* reduce ut time
* reduce ut time
* Update
* Fix shell
* update
* update
* rollback requirements
* Update
* Update
Co-authored-by: pinggao187 <ping.gao3@pactera.com>
* Correct typos for Nano User Guide page
* Correct typos for BigDL-Nano PyTorch Training Overview page
* Correct typos for BigDL-Nano PyTorch Inference Overview page
* Correct typos for BigDL-Nano PyTorch ONNXRuntime Acceleration Quickstart page
* Correct typos for Windows User Guide page
* Correct typos for BigDL-Nano TensorFlow Training Overview page
* Correct typos for BigDL-Nano TensorFlow Inference Overview page
* Small fix based on Shengsheng's comments
* Fix based on Wang, Yang's comments
* Add nbsphinx extension for docs
* Add specific ipynb files to readthedocs folder and add links to Nano Tutorials index page
* Disable execution of ipynb notebook
* Remove outputs of two ipynb files
* Rename titles and add navigation texts to seq_and_func.ipynb under readthedocs folder
* Rename titles and add navigation texts to custom.ipynb file under readthedocs folder
* Add nano documentation for pytorch training quickstart
* fix some typo
* break pytorch training and inference to two files
* simplify trainer import
* fix train doc
