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[AutoScheduler] Bug fix for layout rewrite CI error in i386 #6830

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merged 13 commits into from
Nov 4, 2020
Merged

[AutoScheduler] Bug fix for layout rewrite CI error in i386 #6830

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d0c61dc
[Draft] Unit test check for layout rewrite
jcf94 Nov 3, 2020
68ec5e1
[Draft] Disable unused tests
jcf94 Nov 3, 2020
b71e67f
[Draft] Disable more tests
jcf94 Nov 3, 2020
777ee30
[Draft] update
jcf94 Nov 3, 2020
5c51622
[Draft]
jcf94 Nov 3, 2020
a532d28
Update llvm version for i386
jcf94 Nov 3, 2020
c4c95c4
[Draft] update
jcf94 Nov 3, 2020
56b6e39
[Draft] Update
jcf94 Nov 4, 2020
e664bb6
[Draft] Recheck in llvm-4.0
jcf94 Nov 4, 2020
c63fbef
[Draft] Update
jcf94 Nov 4, 2020
ccfaa9e
[Draft]
jcf94 Nov 4, 2020
df1215e
Recover the skiped tests
jcf94 Nov 4, 2020
a914182
Update
jcf94 Nov 4, 2020
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18 changes: 8 additions & 10 deletions tests/python/unittest/test_auto_scheduler_layout_rewrite.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@
import pytest

import tvm
import tvm.testing
from tvm import topi
from tvm import auto_scheduler, te

Expand All @@ -48,7 +49,6 @@ def test_apply_steps_with_layout_rewrite():
assert bufs[1].shape[1] == 512


@pytest.mark.skip("skip due to flaky")
@tvm.testing.requires_llvm
def test_correctness_layout_rewrite_rewrite_for_preTransformed():
N = 128
Expand Down Expand Up @@ -114,12 +114,11 @@ def test_correctness_layout_rewrite_rewrite_for_preTransformed():
func_ref(*args_ref)
ctx.sync()

tvm.testing.assert_allclose(args[0].asnumpy(), args_ref[0].asnumpy(), rtol=1e-4)
tvm.testing.assert_allclose(args[2].asnumpy(), args_ref[2].asnumpy(), rtol=1e-4)
tvm.testing.assert_allclose(args[0].asnumpy(), args_ref[0].asnumpy(), atol=1e-3, rtol=1e-3)
tvm.testing.assert_allclose(args[2].asnumpy(), args_ref[2].asnumpy(), atol=1e-3, rtol=1e-3)
del measure_ctx


@pytest.mark.skip("skip due to flaky")
@tvm.testing.requires_llvm
def test_correctness_layout_rewrite_insert_transform_stage():
N = 128
Expand Down Expand Up @@ -162,14 +161,13 @@ def test_correctness_layout_rewrite_insert_transform_stage():
func_ref(*args_ref)
ctx.sync()

tvm.testing.assert_allclose(args[0].asnumpy(), args_ref[0].asnumpy(), rtol=1e-4)
tvm.testing.assert_allclose(args[1].asnumpy(), args_ref[1].asnumpy(), rtol=1e-4)
tvm.testing.assert_allclose(args[2].asnumpy(), args_ref[2].asnumpy(), rtol=1e-4)
tvm.testing.assert_allclose(args[0].asnumpy(), args_ref[0].asnumpy(), atol=1e-3, rtol=1e-3)
tvm.testing.assert_allclose(args[1].asnumpy(), args_ref[1].asnumpy(), atol=1e-3, rtol=1e-3)
tvm.testing.assert_allclose(args[2].asnumpy(), args_ref[2].asnumpy(), atol=1e-3, rtol=1e-3)
del measure_ctx


if __name__ == "__main__":
test_apply_steps_with_layout_rewrite()
# Disable for now due to being flaky on i386
# test_correctness_layout_rewrite_rewrite_for_preTransformed()
# test_correctness_layout_rewrite_insert_transform_stage()
test_correctness_layout_rewrite_rewrite_for_preTransformed()
test_correctness_layout_rewrite_insert_transform_stage()