diff --git a/client_example/11_grouped_conv_bwd_weight/CMakeLists.txt b/client_example/11_grouped_conv_bwd_weight/CMakeLists.txt index 82162b606a..b7dfc71826 100644 --- a/client_example/11_grouped_conv_bwd_weight/CMakeLists.txt +++ b/client_example/11_grouped_conv_bwd_weight/CMakeLists.txt @@ -2,8 +2,10 @@ add_executable(client_grouped_conv1d_bwd_weight_fp16 grouped_conv1d_bwd_weight_f add_executable(client_grouped_conv2d_bwd_weight_fp16 grouped_conv2d_bwd_weight_fp16.cpp) add_executable(client_grouped_conv3d_bwd_weight_fp16 grouped_conv3d_bwd_weight_fp16.cpp) add_executable(client_grouped_conv3d_bwd_weight_fp32 grouped_conv3d_bwd_weight_fp32.cpp) +add_executable(client_grouped_conv3d_bwd_weight_fp16_comp_bf8_fp8 grouped_conv3d_bwd_weight_fp16_comp_bf8_fp8.cpp) target_link_libraries(client_grouped_conv1d_bwd_weight_fp16 PRIVATE composable_kernel::device_operations) target_link_libraries(client_grouped_conv2d_bwd_weight_fp16 PRIVATE composable_kernel::device_operations) target_link_libraries(client_grouped_conv3d_bwd_weight_fp16 PRIVATE composable_kernel::device_operations) target_link_libraries(client_grouped_conv3d_bwd_weight_fp32 PRIVATE composable_kernel::device_operations) +target_link_libraries(client_grouped_conv3d_bwd_weight_fp16_comp_bf8_fp8 PRIVATE composable_kernel::device_operations) diff --git a/client_example/11_grouped_conv_bwd_weight/common.hpp b/client_example/11_grouped_conv_bwd_weight/common.hpp index 4292cded20..1a36490ef4 100644 --- a/client_example/11_grouped_conv_bwd_weight/common.hpp +++ b/client_example/11_grouped_conv_bwd_weight/common.hpp @@ -85,7 +85,9 @@ template + typename OutLayout, + typename AComputeType = InDataType, + typename BComputeType = AComputeType> bool run_grouped_conv_bwd_weight( const std::array& input_lengths, const std::array& input_strides, @@ -113,7 +115,9 @@ bool run_grouped_conv_bwd_weight( OutDataType, PassThrough, PassThrough, - PassThrough>; + PassThrough, + AComputeType, + BComputeType>; // get device op instances const auto op_ptrs = ck::tensor_operation::device::instance::DeviceOperationInstanceFactory< DeviceOp>::GetInstances(); diff --git a/client_example/11_grouped_conv_bwd_weight/grouped_conv3d_bwd_weight_fp16_comp_bf8_fp8.cpp b/client_example/11_grouped_conv_bwd_weight/grouped_conv3d_bwd_weight_fp16_comp_bf8_fp8.cpp new file mode 100644 index 0000000000..098b7cd868 --- /dev/null +++ b/client_example/11_grouped_conv_bwd_weight/grouped_conv3d_bwd_weight_fp16_comp_bf8_fp8.cpp @@ -0,0 +1,70 @@ +// SPDX-License-Identifier: MIT +// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved. + +#include "common.hpp" + +#include "ck/ck.hpp" +#include "ck/tensor_operation/gpu/device/tensor_layout.hpp" + +using InDataType = ck::half_t; +using WeiDataType = ck::half_t; +using OutDataType = ck::half_t; + +using InLayout = ck::tensor_layout::convolution::NDHWGC; +using WeiLayout = ck::tensor_layout::convolution::GKZYXC; +using OutLayout = ck::tensor_layout::convolution::NDHWGK; + +using AComputeType = ck::bf8_t; +using BComputeType = ck::f8_t; + +static constexpr ck::index_t NumDimSpatial = 3; +static constexpr ck::index_t G = 8; +static constexpr ck::index_t N = 64; +static constexpr ck::index_t K = 128; +static constexpr ck::index_t C = 128; +static constexpr ck::index_t Z = 3; +static constexpr ck::index_t Y = 3; +static constexpr ck::index_t X = 3; +static constexpr ck::index_t Di = 28; +static constexpr ck::index_t Hi = 28; +static constexpr ck::index_t Wi = 3; +static constexpr ck::index_t Do = 28; +static constexpr ck::index_t Ho = 28; +static constexpr ck::index_t Wo = 3; +static constexpr std::array input_lengths{G, N, C, Di, Hi, Wi}; +static constexpr std::array filter_lengths{G, K, C, Z, Y, X}; +static constexpr std::array output_lengths{G, N, K, Do, Ho, Wo}; +static constexpr std::array input_strides{ + N * Di * Hi * Wi * C, Di* Hi* Wi* C, 1, Hi* Wi* C, Wi* C, C}; +static constexpr std::array weights_strides{ + K * Z * Y * X * C, Z* Y* X* C, 1, Y* X* C, X* C, C}; +static constexpr std::array output_strides{ + N * Do * Ho * Wo * K, Do* Ho* Wo* K, 1, Ho* Wo* K, Wo* K, K}; +static constexpr std::array conv_filter_strides{1, 1, 1}; +static constexpr std::array conv_filter_dilations{1, 1, 1}; +static constexpr std::array input_left_pads{1, 1, 1}; +static constexpr std::array input_right_pads{1, 1, 1}; + +int main() +{ + return run_grouped_conv_bwd_weight(input_lengths, + input_strides, + filter_lengths, + weights_strides, + output_lengths, + output_strides, + conv_filter_strides, + conv_filter_dilations, + input_left_pads, + input_right_pads) + ? EXIT_SUCCESS + : EXIT_FAILURE; +}