[Refactor] Avoid Override Generic Op Strategy in "hls.py" #8614
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Johnson9009
requested review from
anijain2305,
jroesch,
junrushao,
jwfromm,
MarisaKirisame,
mbrookhart,
slyubomirsky,
vinx13,
wweic,
yzhliu,
zhiics and
ZihengJiang
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Below two CI test cases failed, the root cause are all CUDA hasn't implemented and register "conv2d_NCHWc_strategy", so these test cases are testing wrong target. Before this PR, the default "conv2d_NCHWc_strategy" will use "hls.py", in another words, CUDA conv2d_NCHWc_strategy use that of "hls.py" implicitly, so it will not report the error. 1. tests/python/relay/test_any.py::test_any_conv2d_NCHWc
2. tests/python/relay/test_pass_alter_op_layout.py::test_alter_layout_strided_sliceAll of these 2 test cases are decorated by "@tvm.testing.uses_gpu", the 1st one is decorated by PR #6598, the 2nd is decorated by PR #6331. @zhiics, @comaniac, @tkonolige, @tqchen, please help to see how should we change these test cases. Thanks. |
Johnson9009
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areusch,
comaniac,
merrymercy and
tqchen
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comaniac
approved these changes
Aug 3, 2021
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Thanks @Johnson9009 |
ylc
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Sep 29, 2021
* [Refactor] Avoid Override Generic Op Strategy in "hls.py" * Fix The Broken CI Test Cases
ylc
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Jan 13, 2022
* [Refactor] Avoid Override Generic Op Strategy in "hls.py" * Fix The Broken CI Test Cases
yuanzhaoti
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Jun 24, 2022
* [Refactor] Avoid Override Generic Op Strategy in "hls.py" * Fix The Broken CI Test Cases
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This is a very obvious issue, now "hls.py" directly call decorator "override_native_generic_func" to operator "conv2d", "conv2d_NCHWc", it should call decorator "conv2d_strategy" like
conv2d_strategy.register("hls").If new target is added, and there isn't define the new target specific "conv2d" op strategy, then the strategy will use that of "hls.py", this is not expected, it should use that of "generic.py".