Accuracy failures in test/xpu/test_decomp.py #2267
Description
🐛 Describe the bug
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_baddbmm_xpu_float64 | AssertionError: Tensor-likes are not close! ; Exception: Tensor-likes are not close! |
|---|---|---|
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_logspace_tensor_overload_xpu_int16 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_logspace_tensor_overload_xpu_int32 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_logspace_tensor_overload_xpu_int64 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_logspace_xpu_int16 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_logspace_xpu_int32 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_logspace_xpu_int64 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_nn_functional_instance_norm_xpu_float64 | AssertionError: Tensor-likes are not close! ; Exception: Tensor-likes are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_vdot_xpu_complex128 | AssertionError: Scalars are not close! ; Exception: Scalars are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_comprehensive_vdot_xpu_complex64 | AssertionError: Scalars are not close! ; Exception: Scalars are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_addmm_xpu_float64 | AssertionError: Tensor-likes are not close! ; Exception: Tensor-likes are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_baddbmm_xpu_float64 | AssertionError: Tensor-likes are not close! ; Exception: Tensor-likes are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_core_backward_baddbmm_xpu_float64 | AssertionError: Tensor-likes are not close! ; Exception: Tensor-likes are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_logspace_tensor_overload_xpu_int16 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_logspace_tensor_overload_xpu_int32 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_logspace_tensor_overload_xpu_int64 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_logspace_xpu_int16 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_logspace_xpu_int32 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_logspace_xpu_int64 | AssertionError: Tensor-likes are not equal! ; Exception: Tensor-likes are not equal! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_vdot_xpu_complex128 | AssertionError: Scalars are not close! ; Exception: Scalars are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.TestDecompXPU | test_quick_vdot_xpu_complex64 | AssertionError: Scalars are not close! ; Exception: Scalars are not close! |
| third_party.torch-xpu-ops.test.xpu.test_decomp_new.DecompOneOffTestsXPU | test_exponential_non_inf_xpu | AssertionError: Tensor-likes are not close! |
_____ TestDecompXPU.test_comprehensive_logspace_tensor_overload_xpu_int16 ______
Traceback (most recent call last):
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_device_type.py", line 1135, in test_wrapper
return test(*args, **kwargs)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_device_type.py", line 1446, in only_fn
return fn(self, *args, **kwargs)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 1560, in wrapper
fn(*args, **kwargs)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2361, in wrapper
fn(*args, **kwargs)
File "/home/gta/libohao/pt29_rc9/pytorch/third_party/torch-xpu-ops/test/xpu/test_decomp_new.py", line 627, in test_comprehensive
self.do_cross_ref(device, dtype, op, run_all=True)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 1645, in wrapper
fn(*args, **kwargs)
File "/home/gta/libohao/pt29_rc9/pytorch/third_party/torch-xpu-ops/test/xpu/test_decomp_new.py", line 1052, in do_cross_ref
func(*args, **kwargs)
File "/home/gta/libohao/pt29_rc9/pytorch/third_party/torch-xpu-ops/test/xpu/test_decomp_new.py", line 930, in __torch_dispatch__
op_assert_equal(
File "/home/gta/libohao/pt29_rc9/pytorch/third_party/torch-xpu-ops/test/xpu/test_decomp_new.py", line 322, in op_assert_equal
test_case.assertEqual(
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4179, in assertEqual
raise error_metas.pop()[0].to_error( # type: ignore[index]
AssertionError: Tensor-likes are not equal!
Mismatched elements: 1 / 4 (25.0%)
Greatest absolute difference: 1 at index (2,)
Greatest relative difference: 0.03703703731298447 at index (2,)
logspace.Tensor_Tensor
args = (tensor(1, device='xpu:0'), tensor(4, device='xpu:0'), 4, 3.0)
kwargs = {'dtype': torch.int16, 'device': device(type='xpu', index=0), 'pin_memory': False}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/unittest/case.py", line 59, in testPartExecutor
yield
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/unittest/case.py", line 591, in run
self._callTestMethod(testMethod)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/unittest/case.py", line 549, in _callTestMethod
method()
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3224, in wrapper
method(*args, **kwargs)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_device_type.py", line 426, in instantiated_test
result = test(self, **param_kwargs)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 1645, in wrapper
fn(*args, **kwargs)
File "/home/gta/.conda/envs/pt29_rc9/lib/python3.10/site-packages/torch/testing/_internal/common_device_type.py", line 1147, in test_wrapper
raise e_tracked from e
Exception: Caused by sample input at index 591: SampleInput(input=Tensor[size=(), device="xpu:0", dtype=torch.int64], args=(Tensor[size=(), device="xpu:0", dtype=torch.int64],4,3.0), kwargs={'dtype': 'torch.int16', 'device': "'xpu:0'"}, broadcasts_input=False, name='')
To execute this test, run the following from the base repo dir:
PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=591 PYTORCH_TEST_WITH_SLOW=1 python test/xpu/test_decomp_new.py TestDecompXPU.test_comprehensive_logspace_tensor_overload_xpu_int16