4531 test/update deps versions

[wyli]

Fixes #4531
Fixes #4606

Description

• pytorch 22.05 22.06
• pytorch 1.8.2, 1.12.0
• pytorch-ignite 0.4.9

Status

Ready

Types of changes

• Non-breaking change (fix or new feature that would not break existing functionality).
• Breaking change (fix or new feature that would cause existing functionality to change).
• New tests added to cover the changes.
• Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
• Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
• In-line docstrings updated.
• Documentation updated, tested make html command in the docs/ folder.

[wyli]

/build

integration tests work fine:

• https://github.com/Project-MONAI/MONAI/runs/7126300239
• https://github.com/Project-MONAI/MONAI/runs/7126301024

[wyli]

/build

[wyli]

fyi, 22.05 has this error:

======================================================================
FAIL: test_consistency_0 (__main__.TestDynUNetWithInstanceNorm3dNVFuser)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/opt/conda/lib/python3.8/site-packages/parameterized/parameterized.py", line 533, in standalone_func
    return func(*(a + p.args), **p.kwargs)
  File "/opt/monai/tests/test_dynunet.py", line 151, in test_consistency
    torch.testing.assert_allclose(result, result_fuser)
  File "/opt/conda/lib/python3.8/site-packages/torch/testing/_deprecated.py", line 32, in inner_wrapper
    return_value = fn(*args, **kwargs)
  File "/opt/conda/lib/python3.8/site-packages/torch/testing/_deprecated.py", line 80, in assert_allclose
    torch.testing.assert_close(
  File "/opt/conda/lib/python3.8/site-packages/torch/testing/_comparison.py", line 1304, in assert_close
    assert_equal(
  File "/opt/conda/lib/python3.8/site-packages/torch/testing/_comparison.py", line 1074, in assert_equal
    raise error_metas[0].to_error()
AssertionError: Tensor-likes are not close!

Mismatched elements: 262127 / 262144 (100.0%)
Greatest absolute difference: 8.843761682510376 at index (0, 0, 35, 8, 34) (up to 1e-05 allowed)
Greatest relative difference: 2552812.792890017 at index (0, 1, 18, 3, 25) (up to 0.0001 allowed)

but 22.06 works fine. The base image is updated to 22.06.

[wyli]

/build