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[MetaSchedule]Add a testcase for padded conv2d in meta_schedule #17171

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merged 4 commits into from
Jul 22, 2024

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YXY-0922
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@YXY-0922 YXY-0922 commented Jul 18, 2024

For a conv2d workload that requires padding:

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Test Script: test_padded_conv
Location: tests/python/meta_schedule/test_meta_schedule_schedule_rule_mlt_tc.py

mod = te.create_prim_func(
    te_workload.conv2d_nhwc(
        1,
        224,
        224,
        3,
        64,
        7,
        2,
        3,
        in_dtype="float16",
        out_dtype="float32",
    )
)

This configuration sets up a conv2d workload where the product of reduce axes is 147. Therefore, padding is needed when applying the rule multi_level_tiling_tensorcore.

@YXY-0922 YXY-0922 closed this Jul 18, 2024
@YXY-0922 YXY-0922 reopened this Jul 18, 2024
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@cbalint13 cbalint13 left a comment

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LGTM

@cbalint13
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@YXY-0922 ,

Thank you very much for the fix and the test case assurance !

This is merged.

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2 participants