- 03 Nov, 2020 1 commit
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Christoph Lassner authored
Summary: This diff integrates the pulsar renderer source code into PyTorch3D as an alternative backend for the PyTorch3D point renderer. This diff is the first of a series of three diffs to complete that migration and focuses on the packaging and integration of the source code. For more information about the pulsar backend, see the release notes and the paper (https://arxiv.org/abs/2004.07484). For information on how to use the backend, see the point cloud rendering notebook and the examples in the folder `docs/examples`. Tasks addressed in the following diffs: * Add the PyTorch3D interface, * Add notebook examples and documentation (or adapt the existing ones to feature both interfaces). Reviewed By: nikhilaravi Differential Revision: D23947736 fbshipit-source-id: a5e77b53e6750334db22aefa89b4c079cda1b443
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- 19 Sep, 2020 1 commit
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Nikhila Ravi authored
Summary: Support variable size pointclouds in the renderer API to allow compatibility with Pulsar rasterizer. If radius is provided as a float, it is converted to a tensor of shape (P). Otherwise radius is expected to be an (N, P_padded) dimensional tensor where P_padded is the max number of points in the batch (following the convention from pulsar: https://our.intern.facebook.com/intern/diffusion/FBS/browse/master/fbcode/frl/gemini/pulsar/pulsar/renderer.py?commit=ee0342850210e5df441e14fd97162675c70d147c&lines=50) Reviewed By: jcjohnson, gkioxari Differential Revision: D21429400 fbshipit-source-id: 65de7d9cd2472b27fc29f96160c33687e88098a2
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- 30 Jun, 2020 1 commit
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Nikhila Ravi authored
Summary: Fixes the default setting of `max_points_per_bin` in `rasterize_points.py`. For large batches with large size pointclouds this was a causing the rasterizer to be very slow. Expanded the pointcloud rendering benchmarks to include larger size pointclouds and fixed cuda synchronization issue in benchmark. Reviewed By: gkioxari Differential Revision: D22301185 fbshipit-source-id: 5077c1ba2c43d73efc1c659f0ec75959ceddf893
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- 29 Mar, 2020 1 commit
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Patrick Labatut authored
Summary: Address black + isort fbsource linter warnings from D20558374 (previous diff) Reviewed By: nikhilaravi Differential Revision: D20558373 fbshipit-source-id: d3607de4a01fb24c0d5269634563a7914bddf1c8
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- 18 Mar, 2020 1 commit
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Nikhila Ravi authored
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