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added implicit gemm v4r4 and double buffer

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Chao Liu
2019-08-03 00:19:19 -05:00
parent c01af89928
commit c2d246696f
3 changed files with 420 additions and 188 deletions
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155
driver/src/driver.cpp
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@@ -101,159 +101,6 @@ int main(int argc, char* argv[])
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 3x3, 56x56
constexpr index_t N = 64;
constexpr index_t C = 64;
constexpr index_t HI = 56;
constexpr index_t WI = 56;
constexpr index_t K = 128;
constexpr index_t Y = 3;
constexpr index_t X = 3;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 3x3 filter, 28x28 image
constexpr index_t N = 128;
constexpr index_t C = 256;
constexpr index_t HI = 28;
constexpr index_t WI = 28;
constexpr index_t K = 128;
constexpr index_t Y = 3;
constexpr index_t X = 3;
using ConvStrides = Sequence<1, 1>;
using ConvDilations = Sequence<1, 1>;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 1x1 filter, 28x28 image
constexpr index_t N = 128;
constexpr index_t C = 512;
constexpr index_t HI = 28;
constexpr index_t WI = 28;
constexpr index_t K = 512;
constexpr index_t Y = 1;
constexpr index_t X = 1;
using ConvStrides = Sequence<1, 1>;
using ConvDilations = Sequence<1, 1>;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 3x3 filter, 20x84 image, 1x1 padding
constexpr index_t N = 16;
constexpr index_t C = 256;
constexpr index_t HI = 20;
constexpr index_t WI = 84;
constexpr index_t K = 256;
constexpr index_t Y = 3;
constexpr index_t X = 3;
constexpr index_t HPad = 1;
constexpr index_t WPad = 1;
#elif 0
// 3x3 filter, 112x112 image, 1x1 padding
constexpr index_t N = 16;
constexpr index_t C = 64;
constexpr index_t HI = 112;
constexpr index_t WI = 112;
constexpr index_t K = 128;
constexpr index_t Y = 3;
constexpr index_t X = 3;
constexpr index_t HPad = 1;
constexpr index_t WPad = 1;
#elif 0
// 5x5 filter, 20x86 image
constexpr index_t N = 16;
constexpr index_t C = 256;
constexpr index_t HI = 20;
constexpr index_t WI = 86;
constexpr index_t K = 512;
constexpr index_t Y = 5;
constexpr index_t X = 5;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 5x5 filter, 20x86 image, 1x1 padding
constexpr index_t N = 16;
constexpr index_t C = 256;
constexpr index_t HI = 20;
constexpr index_t WI = 86;
constexpr index_t K = 512;
constexpr index_t Y = 5;
constexpr index_t X = 5;
constexpr index_t HPad = 1;
constexpr index_t WPad = 1;
#elif 0
// 5x5 filter, 28x28 image, 2x2 padding
constexpr index_t N = 16;
constexpr index_t C = 192;
constexpr index_t HI = 28;
constexpr index_t WI = 28;
constexpr index_t K = 32;
constexpr index_t Y = 5;
constexpr index_t X = 5;
constexpr index_t HPad = 2;
constexpr index_t WPad = 2;
#elif 0
// 3x3 filter, 14x14 image
constexpr index_t N = 128;
constexpr index_t C = 256;
constexpr index_t HI = 14;
constexpr index_t WI = 14;
constexpr index_t K = 128;
constexpr index_t Y = 3;
constexpr index_t X = 3;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 1x1 filter, 14x14 image
constexpr index_t N = 128;
constexpr index_t C = 512;
constexpr index_t HI = 14;
constexpr index_t WI = 14;
constexpr index_t K = 512;
constexpr index_t Y = 1;
constexpr index_t X = 1;
using ConvStrides = Sequence<1, 1>;
using ConvDilations = Sequence<1, 1>;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 1x1 filter, 7x7 image
constexpr index_t N = 128;
constexpr index_t C = 512;
constexpr index_t HI = 7;
constexpr index_t WI = 7;
constexpr index_t K = 2048;
constexpr index_t Y = 1;
constexpr index_t X = 1;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 0
// 1x1 filter, 73x73 image
constexpr index_t N = 128;
constexpr index_t C = 512;
constexpr index_t HI = 73;
constexpr index_t WI = 73;
constexpr index_t K = 128;
constexpr index_t Y = 1;
constexpr index_t X = 1;
constexpr index_t HPad = 0;
constexpr index_t WPad = 0;
#elif 1
// 1x1 filter, 8x8 image
// cudnn@V100 68%, ck@V100 72%, ck@P100 52%, ck@VII 42%
constexpr index_t N = 64;
@@ -532,7 +379,7 @@ int main(int argc, char* argv[])
#elif 0
device_convolution_implicit_gemm_v3_nchw_cyxk_nkhw(
(in_nchw_desc, in_nchw, wei_kcyx_desc, wei_kcyx, out_nkhw_desc, out_nkhw_device, nrepeat);
#elif 1
#elif 0
device_convolution_implicit_gemm_v4r1_nchw_kcyx_nkhw(in_nchw_desc,
in_nchw,
wei_kcyx_desc,