Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 4 additions & 0 deletions docs/hpc/08_ml_ai_hpc/02_pytorch_intro.md
Original file line number Diff line number Diff line change
@@ -1,5 +1,9 @@
# Single-GPU Training with PyTorch

:::info
This was adapted from [Princeton University Multi-GPU Training with PyTorch](https://github.com/PrincetonUniversity/multi_gpu_training)
:::

It is important to optimize your script for the single-GPU case before moving to multi-GPU training. This is because as you request more resources, your queue time increases. We also want to avoid wasting resources by running code that is not optimized.

Here we train a CNN on the MNIST dataset using a single GPU as an example. We profile the code and make performance improvements.
Expand Down
Loading