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KarhouTam/cuda-kernels

Some common CUDA kernel implementations (Not the fastest).

CUDA-kernels

Some records of personal CUDA kernel implementations. These implementations are not best optimized and mainly for learning purposes.

Kernels

  • Softmax
  • ReLU
  • ELU
  • GeLU
  • GEMM
  • Layer Normalization
  • Multi Head Self Attention
  • Matrix Transpose
  • Multiple Tensor Apply (e.g., Addition)

More kernels are coming...

Languages

Cuda90.2%C++6.7%Python2.1%CMake1.0%

Contributors

Created May 28, 2024
Updated January 26, 2026