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"Performance was competitive with our existing A100 systems. We profiled training throughput of MPT models from 1B to 13B parameters and found that the per-GPU
by tasubotadas 3y ago
"Performance was competitive with our existing A100 systems. We profiled training throughput of MPT models from 1B to 13B parameters and found that the per-GPU throughput of MI250 was within 80% of the A100-40GB and within 73% of the A100-80GB. We expect this gap will close as AMD software improves. "
- brucethemoose2 3y agoAnd that is without torch.compile anywhere in the training code. Triton alone should narrow the gap (with torch 2.1, maybe?)