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Support for AMD GPUs #22

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jaywonchung opened this issue Oct 8, 2023 · 1 comment
Open

Support for AMD GPUs #22

jaywonchung opened this issue Oct 8, 2023 · 1 comment
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enhancement New feature or request

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@jaywonchung
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AMD GPUs are seeing increased adoption. ROCm has nice compatibility layers with PyTorch, too. Plus, ROCm-SMI (apparently) has all the energy-related management APIs we need -- measuring power and energy, and setting the power limit and GPU frequency.

First, we should evaluate whether the ROCm-SMI APIs behave like their NVML counterparts and show similar time/energy behavior with NVIDIA GPUs.

Then, implementatino-wise, ROCm-SMI lacks a Python package (something like nvidia-smi-py that NVIDIA officially provides). We should probably package that ourselves (much like the pynvml, which is a community-supported Python binding for NVML), until AMD provides an official binding.

@jaywonchung jaywonchung added the enhancement New feature or request label Oct 8, 2023
@parthraut parthraut self-assigned this Mar 30, 2024
@jaywonchung
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jaywonchung commented May 2, 2024

Progress

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