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Tests failing on GPU #556

@jscanvic

Description

@jscanvic

Reproducing

On a machine with a GPU:

$ CUDA_VISIBLE_DEVICES=-1 python -m pytest deepinv/tests/test_trainer.py
...
45 passed, 8 skipped, 42 warnings in 4.78s
$ python -m pytest deepinv/tests/test_trainer.py
...
24 failed, 21 passed, 8 skipped, 25 warnings in 4.13s

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