Backend/pytorch arrays

[Emvlt]

New interface with ASTRA using Link interface:

1. New astra_cuda_link backend
2. New Link Class
3. PyTorch Autograd wrapper
4. Test functions
5. Benchmark package
6. Adapted PyTest functions
7. pytorch calls hotfixes
8. Type hinting hotfixes

<!> Known issues:

1. in-place does not work
2. 2D does not work

[pep8speaks]

Checking updated PR...

• In the file benchmark/dev_test.py:

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• In the file benchmark/main.py:

Line 95:61: E251 unexpected spaces around keyword / parameter equals
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Line 36:5: E266 too many leading '#' for block comment
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Line 23:57: E251 unexpected spaces around keyword / parameter equals
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• In the file benchmark/ray_trafo_test.py:

Line 796:52: E262 inline comment should start with '# '
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• In the file benchmark/scripts/__init__.py:

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• In the file benchmark/scripts/odl_scripts.py:

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• In the file benchmark/scripts/torch_scripts.py:

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• In the file examples/tomo/test_ray_trafo_3d.py:

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• In the file odl/contrib/torch/new_operator.py:

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• In the file odl/operator/operator.py:

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• In the file odl/space/pytorch_tensors.py:

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• In the file odl/tomo/backends/astra_binders.py:

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• In the file odl/tomo/backends/astra_cuda_link.py:

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• In the file odl/tomo/backends/links/base.py:

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• In the file odl/tomo/backends/links/numpy.py:

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• In the file odl/tomo/backends/links/torch.py:

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• In the file odl/tomo/operators/ray_trafo.py:

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• In the file odl/util/utility.py:

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Comment last updated at 2024-10-21 15:22:13 UTC