Commit graph

2 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