PyTorch

PyTorch can be run in batch, interactive, or Jupyter Notebook. For more information, check the module help information with module help pytorch.

PyTorch job

The following example will use PyTorch to train a network on the MNIST data set.

First, download the PyTorch examples:

git clone https://github.com/pytorch/examples.git

Now that you have the examples, use the following job script to train the network.

pytorch-mnist.slurm

#!/bin/bash
#SBATCH --job-name=pytorch
#SBATCH --ntasks=1
#SBATCH --time=01:00:00
#SBATCH --account={PI_NetID}
#SBATCH --partition=gpu
#SBATCH --gres=gpu:1
#SBATCH --output=%x-%j.out

module load pytorch
python examples/mnist/main.py >> output.log  

Submit the job:

cd /scratch/g/pi_netid/pytorch-test && sbatch pytorch.sh

PyTorch Jupyter Notebook

This functionality is now provided by Open OnDemand!

See Jupyter on Open OnDemand for more info.