align transforms v2 signatures with v1

[pmeier]

We wanted to enforce that before, but previously the test did not check the order of the signature. This PR makes the test more strict and fixes the broken signatures.

cc @vfdev-5 @bjuncek

[vfdev-5]

LGTM. OK to merge once CI is green
Thanks @pmeier

[NicolasHug]

Thanks Philip

[vfdev-5]

Failures are unrelated.

https://github.com/pytorch/vision/actions/runs/4241568469/jobs/7371959012

2023-02-22T10:33:59.4454583Z �[36m�[1m=========================== short test summary info ============================�[0m
2023-02-22T10:33:59.4455193Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[True-from torchvision.transforms import functional_pil]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4455726Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4456102Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4456707Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[True-from torchvision.transforms import functional_tensor]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4457239Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4457594Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4458219Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[True-from torchvision.transforms.functional_tensor import resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4458828Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4459196Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4459805Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[True-from torchvision.transforms.functional_pil import resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4460345Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4460716Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4461319Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[False-from torchvision.transforms import functional_pil]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4461831Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4462202Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4462810Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[False-from torchvision.transforms import functional_tensor]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4463339Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4463695Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4464321Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[False-from torchvision.transforms.functional_tensor import resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4464860Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4465224Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4465835Z �[31mFAILED�[0m test/test_transforms.py::�[1mtest_functional_deprecation_warning[False-from torchvision.transforms.functional_pil import resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4466373Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4466778Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4467346Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-from torchvision.transforms import v2]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4467831Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4468194Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4468760Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-import torchvision.transforms.v2]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4469261Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4469620Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4470205Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-from torchvision.transforms.v2 import Resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4470717Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4471123Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4471703Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-import torchvision.transforms.v2.functional]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4472224Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4472591Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4473200Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-from torchvision.transforms.v2.functional import resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4473718Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4474090Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4474648Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-from torchvision import datapoints]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4475138Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4475487Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4476064Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-from torchvision.datapoints import Image]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4476564Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4476930Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4477523Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[True-from torchvision.datasets import wrap_dataset_for_transforms_v2]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4478044Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4478410Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4479034Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-from torchvision.transforms import v2]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4479516Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4479882Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4480455Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-import torchvision.transforms.v2]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4480955Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4481308Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4481890Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-from torchvision.transforms.v2 import Resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4482612Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4482981Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4483565Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-import torchvision.transforms.v2.functional]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4484147Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4484516Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4485130Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-from torchvision.transforms.v2.functional import resize]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4485645Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4486015Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4486575Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-from torchvision import datapoints]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4487070Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4487424Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4488000Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-from torchvision.datapoints import Image]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4488499Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4488854Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4489463Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_warnings_v2_namespaces[False-from torchvision.datasets import wrap_dataset_for_transforms_v2]�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4489986Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4490355Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4490835Z �[31mFAILED�[0m test/test_transforms_v2.py::�[1mtest_no_warnings_v1_namespace�[0m - RuntimeError: script errored with output:
2023-02-22T10:33:59.4491286Z Error: mkl-service + Intel(R) MKL: MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library.
2023-02-22T10:33:59.4491720Z 	Try to import numpy first or set the threading layer accordingly. Set MKL_SERVICE_FORCE_INTEL to force it.
2023-02-22T10:33:59.4723506Z �[31m= �[31m�[1m25 failed�[0m, �[32m74315 passed�[0m, �[33m73096 skipped�[0m, �[33m1629 xfailed�[0m, �[33m4630 warnings�[0m�[31m in 1512.64s (0:25:12)�[0m�[31m =�[0m