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1. Run the code with command 

   Code Block
   language bash
   python tf-profile.py

   
   

2. Compress the logs folder 

   Code Block
   language bash
   tar -zcvf ./logs.tar.gz ./logs

   
   

3. Download the tarball file with sftp and/or hal-ondemand.

4. Decompress the tarball file

   Code Block
   language bash
   tar -zxvf ./logs.tar.gz

   
   

5. Install the tensorboard profile plugin in your python environment.

   Code Block
   language bash
   pip install tensorboard_plugin_profile

   
   

6. Launch the tensorboard with profiler installed.

   Code Block
   language bash
   tensorboard --logdir ./logs

   
   

7. Open the tensorboard dashboard in your web browser. (Google Chrome is strongly recommended)Image Added

Remote Profiling on HAL system

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