/Cudnn_EX

Cudnn example

Primary LanguageC++MIT LicenseMIT

Cudnn_EX

Environment

  • Windows 10
  • CUDA 11.1
  • TensorRT 8.0.1.6
  • Cudnn 8.2.1

Cudnn Convolution APIs

  • Cudnn Convolution Algorithm execution time Comparison (1000 iteration)
  • input [1,3,224,224] weight [32,3,3,3] bias [32]
IMPLICIT_GEMM IMPLICIT_PRECOMP_GEMM GEMM FFT FFT_TILING WINOGRAD WINOGRAD_NONFUSED
Avg Duration time [ms] 1.612 ms 0.110 ms 0.135 ms 1.655 ms 1.305 ms 0.105 ms 2.868 ms