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After job completed the TensorFlow log files can be found in "~/tensorflow/mnist/logs", start the TensorBoard server on login node:

Code Block
module load wmlce
tensorboard --logdir ~/tensorflow/mnist/logs/ --port <user_pick_port> # please use random number within [6500-6999]

Forward the <user_pick_port> on remote machine to the port <user_pick_port> on local machine:

Code Block
ssh -L <user_pick_port>:<node_name>:<user_pick_port> <user_name>@hal.ncsa.illinois.edu

Paste the following address into a web browser to start the TensorBoard session:

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hal-ondemand, detail refers Getting started with HAL OnDemand.

Simple Example with Pytorch

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