Goal: Provide an exercise to work through that puts together the various concepts covered within this workshop.
Exercise: Put Things Together
Exercise: Create a self contained Conda environment that would allow a user to run a python file that uses PyTorch.
The environment should be created within a location that can be shared with other users within a project.
Using the the following pytorch_gpu_test.py script, create a bash script to submit a job to the cluster that allows this to be run, using the created Conda environment, that utilizes two H100 NVidia GPU devices on a single compute node, 8 cores and 16G of memory.
Ignoring any cached packages, how much storage space does this Conda environment use?
Exercise Extend with Pandas
Exercise: I want to also use the Python Pandas package to assist with some further analysis.
Can I extend my existing Conda environment?
If so how?
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