NVIDIA/MatX

An efficient C++17 GPU numerical computing library with Python-like syntax

C++CudaCMakeJupyter NotebookPythonCOtherhpcgpucudagpgpugpu-computing
This is stars and forks stats for /NVIDIA/MatX repository. As of 29 Apr, 2024 this repository has 989 stars and 57 forks.

MatX - GPU-Accelerated Numerical Computing in Modern C++ MatX is a modern C++ library for numerical computing on NVIDIA GPUs and CPUs. Near-native performance can be achieved while using a simple syntax common in higher-level languages such as Python or MATLAB. The above image shows the Python (Numpy) version of an FFT resampler next to the MatX version. The total runtimes of the NumPy version, CuPy version, and MatX version are shown below: Python/Numpy: 5360ms (Xeon(R) CPU E5-2698 v4 @ 2.20GHz) CuPy:...
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