Tweak (#44)

* tweak

driver/conv_bwd_data_driver_v2.cpp

@@ -16,7 +16,7 @@
 #include "device_dynamic_convolution_backward_data_implicit_gemm_v4r1r2_xdlops_nhwc_kyxc_nhwk.hpp"
 
 #define USE_DYNAMIC_MODE 1
-#define USE_CONV_BWD_V4R1_XDL_NHWC 1
+#define USE_CONV_BWD_V4R1_XDL_NHWC 0
 #define USE_CONV_BWD_V4R1R2_XDL_NHWC 1
 
 enum ConvBackwardDataAlgo
@@ -114,7 +114,7 @@ int main(int argc, char* argv[])
     const index_t Wo = (Wi + in_left_pad_w + in_right_pad_w - XEff) / conv_stride_w + 1;
 #endif
 
-#if 1
+#if 0
     constexpr index_t in_vector_size = 1;
     using in_data_t                  = float;
     using acc_data_t                 = float;

driver/conv_driver_v2.cpp

@@ -24,15 +24,15 @@
 #include "device_dynamic_convolution_forward_implicit_gemm_v4r4r4_xdlops_nhwc_kyxc_nhwk.hpp"
 
 #define USE_DYNAMIC_MODE 1
-#define USE_CONV_FWD_V4R4_NCHW 1
-#define USE_CONV_FWD_V4R4_NHWC 1
-#define USE_CONV_FWD_V4R4R2_NHWC 1
-#define USE_CONV_FWD_V4R5_NCHW 1
-#define USE_CONV_FWD_V4R5R2_NCHW 1
+#define USE_CONV_FWD_V4R4_NCHW 0
+#define USE_CONV_FWD_V4R4_NHWC 0
+#define USE_CONV_FWD_V4R4R2_NHWC 0
+#define USE_CONV_FWD_V4R5_NCHW 0
+#define USE_CONV_FWD_V4R5R2_NCHW 0
 #define USE_CONV_FWD_V5R1_NCHW 0
 #define USE_CONV_FWD_V4R4_XDL_NCHW 1
-#define USE_CONV_FWD_V4R4R2_XDL_NHWC 1
-#define USE_CONV_FWD_V4R4R3_XDL_NHWC 1
+#define USE_CONV_FWD_V4R4R2_XDL_NHWC 0
+#define USE_CONV_FWD_V4R4R3_XDL_NHWC 0
 #define USE_CONV_FWD_V4R4R4_XDL_NHWC 1
 
 enum ConvForwardAlgo
@@ -138,7 +138,7 @@ int main(int argc, char* argv[])
     const index_t Wo = (Wi + in_left_pad_w + in_right_pad_w - XEff) / conv_stride_w + 1;
 #endif
 
-#if 1
+#if 0
     using in_data_t  = float;
     using acc_data_t = float;
     using out_data_t = float;

driver/include/device_dynamic_convolution_backward_data_implicit_gemm_v4r1r2_xdlops_nhwc_kyxc_nhwk.hpp

@@ -56,7 +56,35 @@ void device_dynamic_convolution_backward_data_implicit_gemm_v4r1r2_xdlops_nhwc_k
     const auto out_n_ho_wo_k_desc =
         make_dynamic_naive_tensor_descriptor_packed_v2(out_n_ho_wo_k_lengths);
 
-#if 1
+#if 0
+    // [M, N, K0, K1] = [256, 128, 4, 4] for fp32
+    constexpr index_t BlockSize = 256;
+
+    constexpr index_t GemmMPerBlock = 256;
+    constexpr index_t GemmNPerBlock = 128;
+    constexpr index_t GemmKPerBlock = 4;
+
+    constexpr index_t GemmMPerWave = 32;
+    constexpr index_t GemmNPerWave = 32;
+    constexpr index_t GemmK1       = 4;
+
+    constexpr index_t MRepeat = 4;
+    constexpr index_t NRepeat = 2;
+
+    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 4, 4>;
+    using GemmABlockTransferThreadClusterLengths_GemmK0_GemmM_GemmK1 = Sequence<4, 64, 1>;
+
+    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 4;
+    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 4;
+
+    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 2, 4>;
+    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 64, 1>;
+
+    constexpr index_t GemmBBlockTransferSrcScalarPerVector_GemmN  = 2;
+    constexpr index_t GemmBBlockTransferDstScalarPerVector_GemmK1 = 4;
+
+    constexpr index_t GemmCThreadTransferDstScalarPerVector = 1;
+#elif 0
     // [M, N, K0, K1] = [128, 128, 4, 4] for fp32
     constexpr index_t BlockSize = 256;
 

driver/include/device_dynamic_convolution_forward_implicit_gemm_v4r4_nchw_kcyx_nkhw.hpp

@@ -58,7 +58,6 @@ void device_dynamic_convolution_forward_implicit_gemm_v4r4_nchw_kcyx_nkhw(
 
 #if 1
     // cdata = 64, BlockSize = 256, 128x128x8
-    // b thread copy 4x1
     constexpr index_t BlockSize = 256;
 
     constexpr index_t GemmMPerBlockM1 = 128;

driver/include/device_dynamic_convolution_forward_implicit_gemm_v4r4r2_xdlops_nchw_kcyx_nkhw.hpp

@@ -57,62 +57,63 @@ void device_dynamic_convolution_forward_implicit_gemm_v4r4r2_xdlops_nchw_kcyx_nk
         make_dynamic_naive_tensor_descriptor_packed_v2(out_n_k_ho_wo_lengths);
 
 #if 0
+    // [M, N, K0, K1] = [256, 128, 4, 4] for fp32
     constexpr index_t BlockSize = 256;
 
-    constexpr index_t GemmMPerBlock = 128;
+    constexpr index_t GemmMPerBlock = 256;
     constexpr index_t GemmNPerBlock = 128;
     constexpr index_t GemmKPerBlock = 4;
 
     constexpr index_t GemmMPerWave = 64;
     constexpr index_t GemmNPerWave = 64;
-    constexpr index_t GemmK1    = 8;
+    constexpr index_t GemmK1       = 4;
 
-    constexpr index_t MRepeat = 1;
+    constexpr index_t MRepeat = 2;
     constexpr index_t NRepeat = 1;
 
-    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 2, 8>;
+    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 4, 4>;
     using GemmABlockTransferThreadClusterLengths_GemmK0_GemmM_GemmK1 = Sequence<4, 64, 1>;
 
-    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 8;
-    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 8;
+    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 4;
+    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 4;
 
-    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 4, 4>;
-    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 32, 2>;
+    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 2, 4>;
+    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 64, 1>;
 
-    constexpr index_t GemmBBlockTransferSrcScalarPerVector_GemmN = 4;
+    constexpr index_t GemmBBlockTransferSrcScalarPerVector_GemmN  = 1;
     constexpr index_t GemmBBlockTransferDstScalarPerVector_GemmK1 = 4;
 
     constexpr index_t GemmCThreadTransferDstScalarPerVector = 1;
 #elif 0
-    // [M, N, K0, K1] = [256, 128, 4, 8]
+    // [M, N, K0, K1] = [128, 128, 4, 4] for fp32
     constexpr index_t BlockSize = 256;
 
-    constexpr index_t GemmMPerBlock = 256;
+    constexpr index_t GemmMPerBlock = 128;
     constexpr index_t GemmNPerBlock = 128;
     constexpr index_t GemmKPerBlock = 4;
 
     constexpr index_t GemmMPerWave = 64;
     constexpr index_t GemmNPerWave = 64;
-    constexpr index_t GemmK1       = 8;
+    constexpr index_t GemmK1       = 4;
 
-    constexpr index_t MRepeat = 2;
+    constexpr index_t MRepeat = 1;
     constexpr index_t NRepeat = 1;
 
-    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 4, 8>;
+    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 2, 4>;
     using GemmABlockTransferThreadClusterLengths_GemmK0_GemmM_GemmK1 = Sequence<4, 64, 1>;
 
-    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 8;
-    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 8;
+    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 4;
+    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 4;
 
-    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 4, 4>;
-    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 32, 2>;
+    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 2, 4>;
+    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 64, 1>;
 
-    constexpr index_t GemmBBlockTransferSrcScalarPerVector_GemmN  = 4;
+    constexpr index_t GemmBBlockTransferSrcScalarPerVector_GemmN  = 1;
     constexpr index_t GemmBBlockTransferDstScalarPerVector_GemmK1 = 4;
 
     constexpr index_t GemmCThreadTransferDstScalarPerVector = 1;
-#elif 0
-    // [M, N, K0, K1] = [256, 128, 4, 8]
+#elif 1
+    // [M, N, K0, K1] = [256, 128, 4, 8] for fp16
     constexpr index_t BlockSize = 256;
 
     constexpr index_t GemmMPerBlock = 256;
@@ -140,35 +141,7 @@ void device_dynamic_convolution_forward_implicit_gemm_v4r4r2_xdlops_nchw_kcyx_nk
 
     constexpr index_t GemmCThreadTransferDstScalarPerVector = 1;
 #elif 1
-    // [M, N, K0, K1] = [256, 128, 4, 4]
-    constexpr index_t BlockSize = 256;
-
-    constexpr index_t GemmMPerBlock = 256;
-    constexpr index_t GemmNPerBlock = 128;
-    constexpr index_t GemmKPerBlock = 4;
-
-    constexpr index_t GemmMPerWave = 64;
-    constexpr index_t GemmNPerWave = 64;
-    constexpr index_t GemmK1       = 4;
-
-    constexpr index_t MRepeat = 2;
-    constexpr index_t NRepeat = 1;
-
-    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 4, 4>;
-    using GemmABlockTransferThreadClusterLengths_GemmK0_GemmM_GemmK1 = Sequence<4, 64, 1>;
-
-    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 4;
-    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 4;
-
-    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 2, 4>;
-    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 64, 1>;
-
-    constexpr index_t GemmBBlockTransferSrcScalarPerVector_GemmN  = 1;
-    constexpr index_t GemmBBlockTransferDstScalarPerVector_GemmK1 = 4;
-
-    constexpr index_t GemmCThreadTransferDstScalarPerVector = 1;
-#elif 0
-    // [M, N, K0, K1] = [128, 128, 4, 4]
+    // [M, N, K0, K1] = [128, 128, 4, 8] for fp16
     constexpr index_t BlockSize = 256;
 
     constexpr index_t GemmMPerBlock = 128;
@@ -177,19 +150,19 @@ void device_dynamic_convolution_forward_implicit_gemm_v4r4r2_xdlops_nchw_kcyx_nk
 
     constexpr index_t GemmMPerWave = 64;
     constexpr index_t GemmNPerWave = 64;
-    constexpr index_t GemmK1       = 4;
+    constexpr index_t GemmK1    = 8;
 
     constexpr index_t MRepeat = 1;
     constexpr index_t NRepeat = 1;
 
-    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 2, 4>;
+    using GemmABlockTransferThreadSliceLengths_GemmK0_GemmM_GemmK1   = Sequence<1, 2, 8>;
     using GemmABlockTransferThreadClusterLengths_GemmK0_GemmM_GemmK1 = Sequence<4, 64, 1>;
 
-    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 4;
-    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 4;
+    constexpr index_t GemmABlockTransferSrcScalarPerVector_GemmK1 = 8;
+    constexpr index_t GemmABlockTransferDstScalarPerVector_GemmK1 = 8;
 
-    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 2, 4>;
-    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 64, 1>;
+    using GemmBBlockTransferThreadSliceLengths_GemmK0_GemmN_GemmK1   = Sequence<1, 4, 4>;
+    using GemmBBlockTransferThreadClusterLengths_GemmK0_GemmN_GemmK1 = Sequence<4, 32, 2>;
 
     constexpr index_t GemmBBlockTransferSrcScalarPerVector_GemmN = 1;
     constexpr index_t GemmBBlockTransferDstScalarPerVector_GemmK1 = 4;

driver/include/device_dynamic_convolution_forward_implicit_gemm_v4r4r4_xdlops_nhwc_kyxc_nhwk.hpp

@@ -56,7 +56,7 @@ void device_dynamic_convolution_forward_implicit_gemm_v4r4r4_xdlops_nhwc_kyxc_nh
     const auto out_n_ho_wo_k_desc =
         make_dynamic_naive_tensor_descriptor_packed_v2(out_n_ho_wo_k_lengths);
 
-#if 1
+#if 0
     // [M, N, K0, K1] = [256, 128, 4, 4] for fp32
     constexpr index_t BlockSize = 256;
 
@@ -84,7 +84,7 @@ void device_dynamic_convolution_forward_implicit_gemm_v4r4r4_xdlops_nhwc_kyxc_nh
     constexpr index_t GemmBBlockTransferDstScalarPerVector_GemmK1 = 4;
 
     constexpr index_t GemmCThreadTransferDstScalarPerVector = 1;
-#elif 1
+#elif 0
     // [M, N, K0, K1] = [128, 128, 4, 4] for fp32
     constexpr index_t BlockSize = 256;
 
@@ -112,7 +112,7 @@ void device_dynamic_convolution_forward_implicit_gemm_v4r4r4_xdlops_nhwc_kyxc_nh
     constexpr index_t GemmBBlockTransferDstScalarPerVector_GemmK1 = 4;
 
     constexpr index_t GemmCThreadTransferDstScalarPerVector = 1;
-#elif 1
+#elif 0
     // [M, N, K0, K1] = [256, 256, 4, 8] for fp16
     constexpr index_t BlockSize = 256;