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[STYLE] run autopep8 and isort (#421)

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Run:
```
isort ./python
autopep8 -i --ignore E501,E701,E731 $(find ./python/ -name '*.py')
```
with an `.isort.cfg` and then clean up a few warts. This PR should be a no-op; the idea is that this is all boring whitespace changes, and any config file changes will be in a different change to make it easier to review.
This commit is contained in:
Madeleine Thompson
2022-01-06 14:34:17 -08:00
committed by GitHub
parent 120cda015e
commit 8bf551ae7a
30 changed files with 742 additions and 623 deletions
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12
python/test/unit/operators/test_matmul.py
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@@ -1,8 +1,10 @@
import pytest
import itertools
import triton
import pytest
import torch
import triton
@pytest.mark.parametrize(
"BLOCK_M, BLOCK_N, BLOCK_K, SPLIT_K, NWARP, NSTAGE, M, N, K, AT, BT, DTYPE",
@@ -80,11 +82,11 @@ def test_op(BLOCK_M, BLOCK_N, BLOCK_K, SPLIT_K, NWARP, NSTAGE, M, N, K, AT, BT,
K = BLOCK_K * SPLIT_K if K is None else K
# allocate/transpose inputs
DTYPE = {"float16": torch.float16, "float32": torch.float32}[DTYPE]
a = .1*torch.randn((K, M) if AT else (M, K), device="cuda", dtype=DTYPE)
b = .1*torch.randn((N, K) if BT else (K, N), device="cuda", dtype=DTYPE)
a = .1 * torch.randn((K, M) if AT else (M, K), device="cuda", dtype=DTYPE)
b = .1 * torch.randn((N, K) if BT else (K, N), device="cuda", dtype=DTYPE)
a = a.t() if AT else a
b = b.t() if BT else b
# run test
th_c = torch.matmul(a, b)
tt_c = triton.testing.catch_oor(lambda : triton.ops.matmul(a, b), pytest)
tt_c = triton.testing.catch_oor(lambda: triton.ops.matmul(a, b), pytest)
triton.testing.assert_almost_equal(th_c, tt_c)