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module: performanceIssues related to performance, either of kernel code or framework glueIssues related to performance, either of kernel code or framework glueoncall: cpu inductorCPU Inductor issues for Intel team to triageCPU Inductor issues for Intel team to triageoncall: pt2triagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate moduleThis issue has been looked at a team member, and triaged and prioritized into an appropriate module
Description
pyhpc_equation_of_state single thread performance regression in 2023-11-15
shape | name | batch_size_new | speed_up_new | inductor_new | eager_new | batch_size_old | speed_up_old | inductor_old | eager_old | Ratio Speedup(New/old) | Eager Ratio(old/new) | Inductor Ratio(old/new) |
---|---|---|---|---|---|---|---|---|---|---|---|---|
static | pyhpc_equation_of_state | 1 | 14.52048 | 0.000068334 | 0.000992242480319999 | 1 | 19.168862 | 0.000059365 | 0.00113795949263 | 0.76 | 1.15 | 0.87 |
dynamic | pyhpc_equation_of_state | 1 | 12.973086 | 0.0000785899999999999 | 0.00101955482874 | 1 | 18.825686 | 0.000061129 | 0.001150795359494 | 0.69 | 1.13 | 0.78 |
SW info
SW | Nightly commit | Main commit |
---|---|---|
Pytorch | a5a4048 | 6f44090 |
Torchbench | / | 7617d3f5 |
torchaudio | 475b6ae | ede4309 |
torchtext | 142d029 | 45e4b8c |
torchvision | 8636bf3 | 4ac707a |
torchdata | eb9bf61 | d76d92c |
dynamo_benchmarks | e6efc29 | / |
Repro:
bash inductor_single_run.sh single inference performance torchbench pyhpc_equation_of_state float32 first static/dynamic default
Suspected guilty commit: 7fb09b8
cc @ezyang @msaroufim @wconstab @bdhirsh @anijain2305 @zou3519
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module: performanceIssues related to performance, either of kernel code or framework glueIssues related to performance, either of kernel code or framework glueoncall: cpu inductorCPU Inductor issues for Intel team to triageCPU Inductor issues for Intel team to triageoncall: pt2triagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate moduleThis issue has been looked at a team member, and triaged and prioritized into an appropriate module