pytorch - 💡(How to fix) Fix DISABLED test_group_norm_backward_large_input_float16_trigger_32bit_overflow_True_mps_float16 (__main__.TestConsistencyMPS)

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Error Message

Traceback (most recent call last): File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 15177, in test_group_norm_backward_large_input self.assertEqual(weight.grad[-1].cpu(), weight_last_cpu.grad.squeeze()) File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1781034743/lib/python3.12/site-packages/torch/testing/_internal/common_utils.py", line 4571, in assertEqual raise error_metas.pop()[0].to_error( # type: ignore[index] AssertionError: Scalars are not close!

Expected 0.0 but got -1.7587890625. Absolute difference: 1.7587890625 (up to 1e-05 allowed) Relative difference: inf (up to 0.001 allowed)

To execute this test, run the following from the base repo dir: PYTORCH_TEST_WITH_SLOW=1 python test/test_mps.py TestConsistencyMPS.test_group_norm_backward_large_input_float16_trigger_32bit_overflow_True_mps_float16

This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0

Root Cause

This test was disabled because it is failing in CI. See recent examples and the most recent trunk workflow logs.

Code Example

Traceback (most recent call last):
  File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 15177, in test_group_norm_backward_large_input
    self.assertEqual(weight.grad[-1].cpu(), weight_last_cpu.grad.squeeze())
  File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1781034743/lib/python3.12/site-packages/torch/testing/_internal/common_utils.py", line 4571, in assertEqual
    raise error_metas.pop()[0].to_error(  # type: ignore[index]
AssertionError: Scalars are not close!

Expected 0.0 but got -1.7587890625.
Absolute difference: 1.7587890625 (up to 1e-05 allowed)
Relative difference: inf (up to 0.001 allowed)

To execute this test, run the following from the base repo dir:
    PYTORCH_TEST_WITH_SLOW=1 python test/test_mps.py TestConsistencyMPS.test_group_norm_backward_large_input_float16_trigger_32bit_overflow_True_mps_float16

This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
RAW_BUFFERClick to expand / collapse

Platforms: mac, macos

This test was disabled because it is failing in CI. See recent examples and the most recent trunk workflow logs.

Over the past 6 hours, it has been determined flaky in 19 workflow(s) with 38 failures and 19 successes.

Debugging instructions (after clicking on the recent samples link): DO NOT ASSUME THINGS ARE OKAY IF THE CI IS GREEN. We now shield flaky tests from developers so CI will thus be green but it will be harder to parse the logs. To find relevant log snippets:

  1. Click on the workflow logs linked above
  2. Click on the Test step of the job so that it is expanded. Otherwise, the grepping will not work.
  3. Grep for test_group_norm_backward_large_input_float16_trigger_32bit_overflow_True_mps_float16
  4. There should be several instances run (as flaky tests are rerun in CI) from which you can study the logs.
<details><summary>Sample error message</summary>
Traceback (most recent call last):
  File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 15177, in test_group_norm_backward_large_input
    self.assertEqual(weight.grad[-1].cpu(), weight_last_cpu.grad.squeeze())
  File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1781034743/lib/python3.12/site-packages/torch/testing/_internal/common_utils.py", line 4571, in assertEqual
    raise error_metas.pop()[0].to_error(  # type: ignore[index]
AssertionError: Scalars are not close!

Expected 0.0 but got -1.7587890625.
Absolute difference: 1.7587890625 (up to 1e-05 allowed)
Relative difference: inf (up to 0.001 allowed)

To execute this test, run the following from the base repo dir:
    PYTORCH_TEST_WITH_SLOW=1 python test/test_mps.py TestConsistencyMPS.test_group_norm_backward_large_input_float16_trigger_32bit_overflow_True_mps_float16

This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
</details>

Test file path: test_mps.py

For all disabled tests (by GitHub issue), see https://hud.pytorch.org/disabled.

cc @malfet @aditvenk @kulinseth @DenisVieriu97 @jhavukainen @Isalia20

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