Commit graph

3 commits

Author SHA1 Message Date
Yuwen Hu
331c3054d9 [Nano] How-To Guides: Training - TensorFlow (#5836)
* Add basic guides structure of Training - TensorFlow

* Add how-to guides: How to accelerate a TensorFlow Keras application on training workloads through multiple instances

* Change import order and add pip install for tensorflow-dataset

* Diable other nano tests for now

* Add github action tests for how-to guides Tensorflow training

* Use jupyter nbconvert to test notebooks for training tensorflow instead to avoid errors

* Add how-to guide: How to optimize your model with a sparse Embedding layer and SparseAdam optimizer

* Enable other nano tests again

* Small Revision: fix typos

* Small Revision: refactor some sentences

* Revision: refactor contents based on comments

* Add How-to guides: How to choose the number of processes for multi-instance training

* Small Revision: fix typos and refactor some sentences

* Make timeout time for github action longer for TensorFlow, 600s->700s
2022-09-26 15:40:22 +08:00
Yuwen Hu
12c12a1058 [Nano] How-To Guides: Training - PyTorch Lightning (#5643)
* 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
2022-09-15 15:26:11 +08:00
Yuwen Hu
30dd0bd6c2 [Nano] Nano How-to Guides: Format & PyTorch Inference (#5480)
* 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
2022-09-02 10:17:06 +08:00