Batch kernels for backward pass of Preprocessing#3

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sandeepnmenon wants to merge 36 commits intomlsys/forward_preprocess_batchfrom

mlsys/batched_preprocess

Commits on Apr 27, 2024

Commits on Apr 28, 2024

Refactor GaussianRasterizationSettings class to handle raster_settings as a batch
sandeepnmenon
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Merge branch 'mlsys/batched_preprocess' of github.com:TarzanZhao/diff-gaussian-rasterization into mlsys/batched_preprocess
sandeepnmenon
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added focal_x and focal_y calculation inside the kernel
sandeepnmenon
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Refactor rasterization_tests.py to use raster_settings_batch instead of batched_raster_settings
sandeepnmenon
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fixed namedtuple setting bug
sandeepnmenon
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Refactor GaussianRasterizationSettings class to handle raster_settings as a batch
sandeepnmenon
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remove focal_x and focal_y calculations
sandeepnmenon
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Refactor CUDA rasterizer code to include width and height parameters in preprocess functions
sandeepnmenon
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Renamed W and H to image_width and image_height parameters in preprocess functions
sandeepnmenon
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reverted focal_x and focal_y removal in normal preprocessBackward
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grad_means2D to handle more than 2 dimensions
sandeepnmenon
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add tests for backward
prapti19
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ruff formatting and gradients for remaining inputs
sandeepnmenon
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Add pyproject.toml file with ruff line-length set to 120
sandeepnmenon
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Refactor ruff.toml file to set line-length to 120 and indent-width to 4
sandeepnmenon
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Refactor compare_tensors function to handle None values in rasterization_backward_tests.py
sandeepnmenon
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Update ruff.toml file to set line-length to 120
sandeepnmenon
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Refactor rasterization_backward_tests.py to include gradient checks for all inputs
sandeepnmenon
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gradients calculated for all the variables to check and cloning them
sandeepnmenon
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converted to pytest testing
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fixed colon bug and ruff formatiting
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Add __pycache__/ to .gitignore
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renamed to *_test.py
sandeepnmenon
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Update .gitignore to include __pycache__/
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moved test into tests folder
sandeepnmenon
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Add instructions for running tests in README.md
sandeepnmenon
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Merge branch 'mlsys/forward_preprocess_batch' of github.com:TarzanZhao/diff-gaussian-rasterization into mlsys/batched_preprocess
sandeepnmenon
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deleted old test file
sandeepnmenon
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Commits on Apr 29, 2024

renamed idx to point_idx and view_idx to result_idx in backward
sandeepnmenon
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Commits on May 8, 2024

Commits on May 11, 2024