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Refactored readme documentation for Gaudi examples #721

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@Supriya-Krishnamurthi Supriya-Krishnamurthi commented Feb 3, 2023

This PR contains the following changes suggested by Habana team:

  1. Renaming of folder name "HPU" to "GAUDI" under interactive API Folder
  2. Added new Readme file shared by Henry under GAUDI folder that contains HPU examples
  3. Updated Readme file for all 3 HPU examples based on the inputs received during our discussion with Habana Team

@Supriya-Krishnamurthi Supriya-Krishnamurthi force-pushed the hpu_documentation branch 2 times, most recently from 95b7533 to eea7857 Compare February 3, 2023 06:48
@Supriya-Krishnamurthi Supriya-Krishnamurthi marked this pull request as draft February 3, 2023 06:50
@Supriya-Krishnamurthi Supriya-Krishnamurthi force-pushed the hpu_documentation branch 2 times, most recently from b2ccb9a to e047796 Compare February 3, 2023 06:59
# PyTorch_Kvasir_UNet

## **Habana Tutorials**
#### The name of the file/example that contain HPU adaptations start with "HPU".
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Given the name change, check HPU here.
Also is the comment valid?

Please follow the instructions provided in the [Gaudi Installation Guide](https://docs.habana.ai/en/latest/Installation_Guide/index.html) to set up the environment including the ```$PYTHON``` environment variable.
<br/>

This example was tested on AWS DL1 EC2 instance created by following the instructions mentioned [here](https://docs.habana.ai/en/latest/AWS_EC2_DL1_and_PyTorch_Quick_Start/AWS_EC2_DL1_and_PyTorch_Quick_Start.html) .
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Add a note: :"The example can be executed on any Gaudi configuration, DL1 on AWS or on an on-prem configuration. Currently, the validation has only been done on DL1 instance on AWS".


### **Note**:

**There is a dependency in the order of execution (moving model to HPU and intializing optimizer). The workaround is to execute this step before initializing any optimizers.**
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"execute this step". Instead say, "execute the below step".

## **Habana Tutorials**

## **About model and experiments**

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Apply my comments from the Kvasir documentation review.


**Note:** By default these experiments utilize only 1 HPU device
<br/>

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Comments from previous readme review are applicable here. Please apply them.

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3 participants