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CUDA pointcloud optimizations - #15118
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Pull request overview
This PR updates the CUDA pointcloud implementation to reduce per-frame GPU allocation overhead by introducing a per-instance helper that caches device buffers and intrinsics across frames (RSDSO-21414).
Changes:
- Add
rscuda::pointcloud_cuda_helperto own persistent device buffers and cache uploaded intrinsics. - Switch the pointcloud CUDA kernel launch to a 2D grid/block mapping (one thread per pixel) to avoid 1D striding/division.
- Wire the helper into
librealsense::pointcloud_cudaso buffers are reused across frames.
Reviewed changes
Copilot reviewed 4 out of 4 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
| src/proc/cuda/cuda-pointcloud.h | Adds forward declaration and persistent helper member to keep CUDA headers out of the public processor header. |
| src/proc/cuda/cuda-pointcloud.cpp | Instantiates the helper and routes depth deprojection through it. |
| src/cuda/cuda-pointcloud.cuh | Defines the helper class and new constants used by the CUDA pointcloud path. |
| src/cuda/cuda-pointcloud.cu | Implements persistent-buffer deprojection and replaces 1D striding kernel with a 2D kernel launch. |
Nir-Az
reviewed
May 28, 2026
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[rs-agentic-bot] Automated code review for CUDA pointcloud optimizations. See inline comments for details.
Nir-Az
approved these changes
Jun 3, 2026
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Tracked on [RSDSO-21414]