The AMD Machine Learning Ecosystem

These two-hour training sessions will introduce participants to the ROCm software ecosystem for porting and developing applications to run on AMD
InstinctTM GPUs. Participants will learn about the ROCm software development languages, libraries, and tools. They will also get a developer's view of the hardware that powers the system. This workshop will focus mostly on how to program applications to run on the GPU.

Participants will be expected to have prior experience developing HPC applications, some understanding of recent HPC computer hardware and the Linux operating system. 

This is the second of two sessions--the first will take place on 10/18. This session will look at the many machine learning tools with an emphasis on PyTorch and TensorFlow.