[Test] Fix AutoScheduler test to cover Conv2D Winograd #8539
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modify format_lower
update from tvm
add set_output_zero_copy
sunjiweiswift
requested review from
areusch,
comaniac,
jroesch,
junrushao,
merrymercy,
tqchen and
yzhliu
as code owners
comaniac
approved these changes
Jul 23, 2021
comaniac
changed the title
jcf94
approved these changes
Jul 24, 2021
ylc
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to ylc/tvm
that referenced
this pull request
Sep 29, 2021
* optimize resize vertor * tmp * DoMultiLevelTiling * modify size_t to int * modify * modify level fill * Update utils.cc modify format_lower * format lower count * delete blank lines * delete blank lines * re-commit message * Update graph_executor.h add set_output_zero_copy * add setoutputzero * add set output zero * Update graph_executor.cc * Update graph_executor.h * delete const_cast * add common function chechDltensor * Update graph_executor.h * Update graph_executor.cc * add output_ sort * Update graph_executor.cc * add a.nodeid == b.nodeid * add unit test for set output zero * add include <algorithm> * modify Setoutput zero copy * modify by clang-format * add unit test for set output zero * rrealy ut go back * rrealy ut go back * modify input->output * delete sort output input * modify build_module_test.cc * midify winograd UT * re-pr * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit
ylc
pushed a commit
to ylc/tvm
that referenced
this pull request
Jan 13, 2022
* optimize resize vertor * tmp * DoMultiLevelTiling * modify size_t to int * modify * modify level fill * Update utils.cc modify format_lower * format lower count * delete blank lines * delete blank lines * re-commit message * Update graph_executor.h add set_output_zero_copy * add setoutputzero * add set output zero * Update graph_executor.cc * Update graph_executor.h * delete const_cast * add common function chechDltensor * Update graph_executor.h * Update graph_executor.cc * add output_ sort * Update graph_executor.cc * add a.nodeid == b.nodeid * add unit test for set output zero * add include <algorithm> * modify Setoutput zero copy * modify by clang-format * add unit test for set output zero * rrealy ut go back * rrealy ut go back * modify input->output * delete sort output input * modify build_module_test.cc * midify winograd UT * re-pr * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit * empty commit
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tvm/python/tvm/relay/op/strategy/x86.py
147-159
judge_winograd_auto_scheduler = False
if len(kernel.shape) == 4:
kernel_h, kernel_w, _, co = get_const_tuple(kernel.shape)
judge_winograd_auto_scheduler = (
"float" in data.dtype
and "float" in kernel.dtype
and kernel_h == 3
and kernel_w == 3
and stride_h == 1
and stride_w == 1
and dilation_h == 1
and dilation_w == 1
and 64 < co < 512
# The last condition of co is based on our profiling of resnet workloads
# on skylake avx512 machines. We found winograd is faster than direct
# only when co is within this range
)
"co" need large than 64
outc defaults is 32
can not enter winograd