Yuwen Hu

## Possible Imporvements for ReadtheDocs Nano Section ### 1. Major Issues #### 1.1 [BigDL-Nano TensorFlow Inference Overview](https://bigdl.readthedocs.io/en/latest/doc/Nano/QuickStart/pytorch_inference.html) For this page, most of contents seems to be directly copied from "BigDL-Nano...

Based on PR #5222, realize the following improvements: - [ ] Adding ipynb files through DIRECTLY LINKING to where they are, without copying them - [ ] Hiding outputs with...

[Nano] How-To Guides: Training - TensorFlow

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## Description ### 1. Why the change? Add Nano how-to guides to our documentation for better user experience. How-to guides aim at giving multiple bite-sized, task-oriented, and executable examples for...

API doc is missing for `bigdl.nano.tf.keras.layers.Embedding` and `bigdl.nano.tf.keras.layers.Embedding`

[Nano] `RuntimeError: Inter op parallelism cannot be modified after initialization` when importing `Model`

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The problem occurred when importing `Model` from `bigdl.nano.tf.keras` after we have used tensorflow for creating datasets, etc. Example problematic code: ```python import tensorflow as tf import tensorflow_datasets as tfds def...

Nano: Setting LD_PRELOAD ERROR during initialization under dev environment

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Under develop environment (`export PYTHONPATH=...`), errors will occur when setting `LD_PRELOAD` during `source bigdl-nano-init`. 

Will closed after the test finished

`RuntimeError: could not create a primitive` for `torch.matmul` on Arc A730M and Arc A750 for Windows

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### Describe the bug Machine: Arc A730M (Also met same bug on Arc A750) OS: WIndows 11 Driver: 31.0.101.5081 (Also met same bug with version 31.0.101.5084) oneAPI: 2024.0 Code to...

https://github.com/intel-analytics/BigDL/issues/8857#issuecomment-1700515659 

initial import time of `torch` & `intel_extension_for_pytorch` is long on Windows Core Ultra

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### Describe the issue Platform: Intel Core Ultra 7 155H OS: Windows 11 `intel-extension-for-pytorch==2.1.10+xpu` `torch==2.1.0a0+cxx11.abi` On a new MTL machine, the first time for `import torch` and `import intel_extension_for_pytorch` took...