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Enable torchao quantization in framework and group_bench #2116
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model: "*" | ||
test: eval | ||
device: cuda | ||
extra_args: --precision bf16 --torchdynamo inductor --inductor-compile-mode max-autotune | ||
metrics: | ||
- latencies | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. To add CPU/GPU peak memory, add |
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test_group: | ||
test_batch_size_default: | ||
subgroup: | ||
- extra_args: | ||
- extra_args: --quantization int8dynamic | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. As shown in D52802534 test plan, here are the test results:
They are all running with compiler enabled. |
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- extra_args: --quantization int8weightonly | ||
- extra_args: --quantization int4weightonly |
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@HDCharles In this config, we define the baseline extra_args being
--precision bf16 --torchdynamo inductor --inductor-compile-mode max-autotune
, so it will apply this to every test_group/subgroup defined below.