Material for the Course: Modern Computing for Physics
M.Sc. in Physics of Data — University of Padova — Academic Year 2024-2025
CUDA-C
- Hello World in CUDA
- Scalar Sum
- Vector Sum
- Elementwise Matrix Manipulation
- Matrix Multiplication
- Stencil Operations
- Reduction Operations
Numba
-
jit -
vectorize -
guvectorize
CUDA in Python with Numba and CuPy
-
(gu)vectorizewith CUDA Backend -
cuda.jit -
cupy
All code has been tested targeting the NVIDIA Jetson Nano 2GB Dev Kit.
Warning
For more time-consuming computations on the NVIDIA Jetson Nano, it is recommended to disable the timeout, which is set by default at 5 seconds. To do this, run the script provided under the MCP folder as sudo.
sudo ./disable_timeout.sh
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