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wjc404's Projects

complex_gemm_avx2_fma3 icon complex_gemm_avx2_fma3

cgemm and zgemm subroutines for large matrices, using avx2 and fma3 instructions, with performance comparable to MKL2018

cpu_gemm_opt icon cpu_gemm_opt

how to design cpu gemm on x86 with avx256, that can beat openblas.

gemm3m_avx2_fma3 icon gemm3m_avx2_fma3

cgemm3m and zgemm3m subroutines for large matrices, using AVX2 and FMA3 instructions.

gemm_avx2 icon gemm_avx2

Fast avx2/fma3 dgemm and sgemm subroutines for medium to large matrices(>2000*2000) on haswell/skylake/zen processors, with performances comparable to MKL.

gemm_avx2_fma3 icon gemm_avx2_fma3

sgemm and dgemm subroutine for large matrices, slightly outperform Intel MKL

gemm_avx512f icon gemm_avx512f

SGEMM and DGEMM subroutines using AVX512F instructions.

openblas icon openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

simple_cuda_gemm icon simple_cuda_gemm

Sgemm kernel function on Nvidia Pascal GPU, able to achieve 60% theoretical performance.

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