Hypersearch weight debugging and losses tutorial

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Deep Learningtutorial
Overview

tutorial

Activate tensorboard option

  1. Running TensorBoard remotely
  • When working on a remote server, you can use SSH tunneling to forward the port of the remote server to your local machine at port (port 6006 in this example)
ssh -L 6006:localhost:6006 containner_name
  • Then launch on remote server with 2.1 or 2.2 command
  1. On local machine
  • 2.1 Normal tensorboard
tensorboard --logdir=runs
  • 2.2 Dev Tensorboard (able to share link)
tensorboard dev upload --logdir runs

Usage

  • write log to runs file
python3 demo2.py

Examples after follow instructions

Losses

image

Weight distribution

image

image

Hyperparameters interaction

image

Owner
It's not question of Will, it's question of showing that there's a Way
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