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28 changes: 20 additions & 8 deletions test/prototype/mx_formats/test_mx_tensor.py
Original file line number Diff line number Diff line change
Expand Up @@ -105,6 +105,8 @@ def test_some_zeros(elem_dtype):
_test_mx(data, elem_dtype, block_size)


# TODO(future PR): fix and reenable this test
@pytest.mark.skip(reason="does not pass on B200 yet")
@pytest.mark.skipif(not torch.cuda.is_available(), reason="CUDA not available")
def test_to_mx_rceil():
# nan
Expand All @@ -119,7 +121,9 @@ def test_to_mx_rceil():
dtype=torch.uint32,
).view(torch.float32)
# fmt: on
ground_truth_scale = torch.tensor([255], dtype=torch.uint8)
ground_truth_scale = torch.tensor([255], dtype=torch.uint8).view(
torch.float8_e8m0fnu
)
# fmt: off
ground_truth_fp8 = torch.tensor(
[
Expand Down Expand Up @@ -149,7 +153,7 @@ def test_to_mx_rceil():
dtype=torch.uint32,
).view(torch.float32)
# fmt: on
ground_truth_scale = torch.tensor([0], dtype=torch.uint8)
ground_truth_scale = torch.tensor([0], dtype=torch.uint8).view(torch.float8_e8m0fnu)
ground_truth_fp8 = torch.tensor([0] * 32, dtype=torch.uint8).view(
torch.float8_e4m3fn
)
Expand All @@ -170,7 +174,7 @@ def test_to_mx_rceil():
dtype=torch.uint16,
).view(torch.bfloat16)
# fmt: on
ground_truth_scale = torch.tensor([0], dtype=torch.uint8)
ground_truth_scale = torch.tensor([0], dtype=torch.uint8).view(torch.float8_e8m0fnu)
ground_truth_fp8 = torch.tensor([0] * 32, dtype=torch.uint8).view(
torch.float8_e4m3fn
)
Expand All @@ -191,7 +195,9 @@ def test_to_mx_rceil():
dtype=torch.uint32,
).view(torch.float32)
# fmt: on
ground_truth_scale = torch.tensor([119], dtype=torch.uint8)
ground_truth_scale = torch.tensor([119], dtype=torch.uint8).view(
torch.float8_e8m0fnu
)
# fmt: off
ground_truth_fp8 = torch.tensor(
[
Expand Down Expand Up @@ -220,7 +226,9 @@ def test_to_mx_rceil():
dtype=torch.uint16,
).view(torch.bfloat16)
# fmt: on
ground_truth_scale = torch.tensor([119], dtype=torch.uint8)
ground_truth_scale = torch.tensor([119], dtype=torch.uint8).view(
torch.float8_e8m0fnu
)
# fmt: off
ground_truth_fp8 = torch.tensor(
[
Expand All @@ -239,7 +247,7 @@ def test_to_mx_rceil():
torch.testing.assert_close(data_mx._data, ground_truth_fp8)
# zero
data_hp = torch.tensor([0] * 32, dtype=torch.uint32).view(torch.float32)
ground_truth_scale = torch.tensor([0], dtype=torch.uint8)
ground_truth_scale = torch.tensor([0], dtype=torch.uint8).view(torch.float8_e8m0fnu)
ground_truth_fp8 = torch.tensor([0] * 32, dtype=torch.uint8).view(
torch.float8_e4m3fn
)
Expand All @@ -260,7 +268,9 @@ def test_to_mx_rceil():
dtype=torch.uint32,
).view(torch.float32)
# fmt: on
ground_truth_scale = torch.tensor([119], dtype=torch.uint8)
ground_truth_scale = torch.tensor([119], dtype=torch.uint8).view(
torch.float8_e8m0fnu
)
# fmt: off
ground_truth_fp8 = torch.tensor(
[
Expand Down Expand Up @@ -289,7 +299,9 @@ def test_to_mx_rceil():
dtype=torch.uint16,
).view(torch.bfloat16)
# fmt: on
ground_truth_scale = torch.tensor([119], dtype=torch.uint8)
ground_truth_scale = torch.tensor([119], dtype=torch.uint8).view(
torch.float8_e8m0fnu
)
# fmt: off
ground_truth_fp8 = torch.tensor(
[
Expand Down
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