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CUDA Operations Tasks: Stage 2 #37

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Ishaan-Datta opened this issue Nov 19, 2024 · 0 comments
Open
4 of 10 tasks

CUDA Operations Tasks: Stage 2 #37

Ishaan-Datta opened this issue Nov 19, 2024 · 0 comments
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@Ishaan-Datta
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Ishaan-Datta commented Nov 19, 2024 •
edited by jasukej
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Stage 2: Accelerating the Pre/Post Processing Steps with CUDA

  • Utilize the CuPy library to accelerate the NumPy operations and compare the results
  • Experiment with some alternatives for CUDA pre/post processsing and compare the results
  • ex. PyTorch NMS module
  • ex. OpenCV CUDA Module
  • ex. Jax?
  • ex. Numba?
  • Try executing operations against different object types
  • ex. OpenCV gpu.mat
  • ex. CuPy Matrix
  • ex. CUDA Stream
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