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Commit e599063f authored by illsilin's avatar illsilin
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sync from the public repo

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.github/CODEOWNERS
View file @ e599063f
* @zjing14 @junliume @illsilin @carlushuang @aosewski * @zjing14 @junliume @illsilin @carlushuang @aosewski @yigex
# Documentation files # Documentation files
docs/* @ROCm/rocm-documentation docs/* @ROCm/rocm-documentation @zjing14 @junliume @illsilin @carlushuang @aosewski @yigex
*.md @ROCm/rocm-documentation *.md @ROCm/rocm-documentation @zjing14 @junliume @illsilin @carlushuang @aosewski @yigex
*.rst @ROCm/rocm-documentation *.rst @ROCm/rocm-documentation @zjing14 @junliume @illsilin @carlushuang @aosewski @yigex
.readthedocs.yaml @ROCm/rocm-documentation @zjing14 @junliume @illsilin @carlushuang @aosewski @yigex
# Header directory for Doxygen documentation # Header directory for Doxygen documentation
library/include/* @ROCm/rocm-documentation library/include/* @ROCm/rocm-documentation @zjing14 @junliume @illsilin @carlushuang @aosewski @yigex
.gitignore
View file @ e599063f
...@@ -64,3 +64,5 @@ build*/ ...@@ -64,3 +64,5 @@ build*/
# Python virtualenv # Python virtualenv
.venv/ .venv/
# Python cache
__pycache__/
.readthedocs.yaml
View file @ e599063f
...@@ -15,4 +15,4 @@ python: ...@@ -15,4 +15,4 @@ python:
build: build:
os: ubuntu-22.04 os: ubuntu-22.04
tools: tools:
python: "3.8" python: "3.10"
CHANGELOG.md
View file @ e599063f
...@@ -2,20 +2,27 @@ ...@@ -2,20 +2,27 @@
Full documentation for Composable Kernel is not yet available. Full documentation for Composable Kernel is not yet available.
## (Unreleased) CK ## CK for ROCm 6.1.0
### Fixes ### Additions
None * Added generic instances for GEMM XDL operations (#1161)
* Added gamma and beta parameters for the layernorm and groupnorm bwd operations (#1133)
* Introduced wrapper sublibrary (limited functionality). (#1071, #1098, #1108, #1126)
* Added an option to vary the number of warm-up cycles and iterations for ckProfiler (#1124)
### Optimizations ### Optimizations
None * New performance optimizations for GEMM operations on MI200 and MI300 architectures (#1135)
### Additions ### Fixes
* Introduced wrapper sublibrary (limited functionality). (#1071, #1098, #1108, #1126, #1139) * Reduced the build time for most GPU architectures (#1084)
* Fixed some conversion issues for fp8 data type (#1099)
### Changes ### Changes
None None
### Known issues
None
## CK for ROCm 6.0.0 ## CK for ROCm 6.0.0
### Fixes ### Fixes
...@@ -32,7 +39,7 @@ None ...@@ -32,7 +39,7 @@ None
* Grouped convolution support for small K and C (#822 #879 #897) * Grouped convolution support for small K and C (#822 #879 #897)
* Support for NHWGC (2D and 3D) grouped convolution backward weight (#769 #804) * Support for NHWGC (2D and 3D) grouped convolution backward weight (#769 #804)
* Support for bf16/f32/f16 and NHWGC (2D and 3D) grouped convolution backward data (#757 #799) * Support for bf16/f32/f16 and NHWGC (2D and 3D) grouped convolution backward data (#757 #799)
* Support for Batched Gemm DL (#732) * Support for Batched GEMM DL (#732)
### Changes ### Changes
* Changed the grouped convolution API to maintain consistency with other convolution kernels (#817) * Changed the grouped convolution API to maintain consistency with other convolution kernels (#817)
...@@ -48,7 +55,7 @@ None ...@@ -48,7 +55,7 @@ None
### Additions ### Additions
* New CMake flags: * New CMake flags:
* "DL_KERNELS"-* Must be set to "ON" in order to build the gemm_dl and batched_gemm_multi_d_dl instances * "DL_KERNELS"-* Must be set to "ON" in order to build the GEMM DL and batched_gemm_multi_d_dl instances
* "DTYPES" -- Can be set to any subset of "fp64;fp32;fp16;fp8;bf16;int8" to build an instance of the specified data types * "DTYPES" -- Can be set to any subset of "fp64;fp32;fp16;fp8;bf16;int8" to build an instance of the specified data types
* "INSTANCES_ONLY" -- Only builds CK library and instances without tests, examples, or profiler * "INSTANCES_ONLY" -- Only builds CK library and instances without tests, examples, or profiler
* New feature: if GPU_TARGETS is not set in the CMake command line, CK will be built for all targets supported by the compiler * New feature: if GPU_TARGETS is not set in the CMake command line, CK will be built for all targets supported by the compiler
......
CMakeLists.txt
View file @ e599063f
...@@ -26,6 +26,8 @@ set(version 1.1.0) ...@@ -26,6 +26,8 @@ set(version 1.1.0)
project(composable_kernel VERSION ${version} LANGUAGES CXX) project(composable_kernel VERSION ${version} LANGUAGES CXX)
include(CTest) include(CTest)
find_package(Python3 3.6 COMPONENTS Interpreter REQUIRED)
list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake") list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake")
if (DTYPES) if (DTYPES)
...@@ -81,9 +83,6 @@ endif() ...@@ -81,9 +83,6 @@ endif()
include(getopt) include(getopt)
# CK config file to record supported datatypes, etc.
configure_file(include/ck/config.h.in ${CMAKE_CURRENT_BINARY_DIR}/include/ck/config.h)
# CK version file to record release version as well as git commit hash # CK version file to record release version as well as git commit hash
find_package(Git REQUIRED) find_package(Git REQUIRED)
execute_process(COMMAND "${GIT_EXECUTABLE}" rev-parse HEAD OUTPUT_VARIABLE COMMIT_ID OUTPUT_STRIP_TRAILING_WHITESPACE) execute_process(COMMAND "${GIT_EXECUTABLE}" rev-parse HEAD OUTPUT_VARIABLE COMMIT_ID OUTPUT_STRIP_TRAILING_WHITESPACE)
...@@ -145,6 +144,25 @@ if(GPU_TARGETS) ...@@ -145,6 +144,25 @@ if(GPU_TARGETS)
else() else()
message("Building CK for the following targets: ${AMDGPU_TARGETS}") message("Building CK for the following targets: ${AMDGPU_TARGETS}")
endif() endif()
if (GPU_TARGETS)
if (GPU_TARGETS MATCHES "gfx9")
add_definitions(-DCK_USE_XDL)
set(CK_USE_XDL "ON")
endif()
if (GPU_TARGETS MATCHES "gfx11")
add_definitions(-DCK_USE_WMMA)
set(CK_USE_WMMA "ON")
endif()
else()
add_definitions(-DCK_USE_WMMA -DCK_USE_XDL)
set(CK_USE_XDL "ON")
set(CK_USE_WMMA "ON")
endif()
# CK config file to record supported datatypes, etc.
configure_file(include/ck/config.h.in ${CMAKE_CURRENT_BINARY_DIR}/include/ck/config.h)
find_package(hip) find_package(hip)
# No assumption that HIP kernels are launched with uniform block size for backward compatibility # No assumption that HIP kernels are launched with uniform block size for backward compatibility
# SWDEV-413293 and https://reviews.llvm.org/D155213 # SWDEV-413293 and https://reviews.llvm.org/D155213
...@@ -154,7 +172,10 @@ if(NOT WIN32 AND ${hip_VERSION_FLAT} GREATER 500723302) ...@@ -154,7 +172,10 @@ if(NOT WIN32 AND ${hip_VERSION_FLAT} GREATER 500723302)
message("Adding the fno-offload-uniform-block compiler flag") message("Adding the fno-offload-uniform-block compiler flag")
add_compile_options(-fno-offload-uniform-block) add_compile_options(-fno-offload-uniform-block)
endif() endif()
if(NOT WIN32 AND ${hip_VERSION_FLAT} GREATER 600140090)
message("Adding the enable-post-misched=0 compiler flag")
add_compile_options(-mllvm -enable-post-misched=0)
endif()
# #
# Seperate linking jobs from compiling # Seperate linking jobs from compiling
# Too many concurrent linking jobs can break the build # Too many concurrent linking jobs can break the build
...@@ -183,7 +204,7 @@ endif() ...@@ -183,7 +204,7 @@ endif()
option(USE_BITINT_EXTENSION_INT4 "Whether to enable clang's BitInt extension to provide int4 data type." OFF) option(USE_BITINT_EXTENSION_INT4 "Whether to enable clang's BitInt extension to provide int4 data type." OFF)
option(USE_OPT_NAVI3X "Whether to enable LDS cumode and Wavefront32 mode for NAVI3X silicons." OFF) option(USE_OPT_GFX11 "Whether to enable LDS cumode and Wavefront32 mode for GFX11 silicons." OFF)
if(USE_BITINT_EXTENSION_INT4) if(USE_BITINT_EXTENSION_INT4)
add_compile_definitions(CK_EXPERIMENTAL_BIT_INT_EXTENSION_INT4) add_compile_definitions(CK_EXPERIMENTAL_BIT_INT_EXTENSION_INT4)
...@@ -191,10 +212,10 @@ if(USE_BITINT_EXTENSION_INT4) ...@@ -191,10 +212,10 @@ if(USE_BITINT_EXTENSION_INT4)
message("CK compiled with USE_BITINT_EXTENSION_INT4 set to ${USE_BITINT_EXTENSION_INT4}") message("CK compiled with USE_BITINT_EXTENSION_INT4 set to ${USE_BITINT_EXTENSION_INT4}")
endif() endif()
if(USE_OPT_NAVI3X) if(USE_OPT_GFX11)
add_compile_options(-mcumode) add_compile_options(-mcumode)
add_compile_options(-mno-wavefrontsize64) add_compile_options(-mno-wavefrontsize64)
message("CK compiled with USE_OPT_NAVI3X set to ${USE_OPT_NAVI3X}") message("CK compiled with USE_OPT_GFX11 set to ${USE_OPT_GFX11}")
endif() endif()
## Threads ## Threads
......
Dockerfile
View file @ e599063f
FROM ubuntu:20.04 FROM ubuntu:20.04
ARG DEBIAN_FRONTEND=noninteractive ARG DEBIAN_FRONTEND=noninteractive
ARG ROCMVERSION=6.0 ARG ROCMVERSION=6.1
ARG compiler_version="" ARG compiler_version=""
ARG compiler_commit="" ARG compiler_commit=""
ARG CK_SCCACHE=""
RUN set -xe RUN set -xe
...@@ -16,29 +17,32 @@ RUN apt-get install -y --allow-unauthenticated apt-utils wget gnupg2 curl ...@@ -16,29 +17,32 @@ RUN apt-get install -y --allow-unauthenticated apt-utils wget gnupg2 curl
ENV APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn ENV APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn
RUN curl -fsSL https://repo.radeon.com/rocm/rocm.gpg.key | gpg --dearmor -o /etc/apt/trusted.gpg.d/rocm-keyring.gpg RUN curl -fsSL https://repo.radeon.com/rocm/rocm.gpg.key | gpg --dearmor -o /etc/apt/trusted.gpg.d/rocm-keyring.gpg
RUN if [ "$ROCMVERSION" != "6.0.1" ]; then \ RUN if [ "$ROCMVERSION" != "6.2" ]; then \
sh -c "wget https://repo.radeon.com/amdgpu-install/6.0/ubuntu/focal/amdgpu-install_6.0.60000-1_all.deb --no-check-certificate" && \ sh -c "wget https://repo.radeon.com/amdgpu-install/6.1/ubuntu/focal/amdgpu-install_6.1.60100-1_all.deb --no-check-certificate" && \
apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated ./amdgpu-install_6.0.60000-1_all.deb && \ apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated ./amdgpu-install_6.1.60100-1_all.deb && \
wget -qO - http://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - && \ wget -qO - http://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - && \
sh -c "echo deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] $DEB_ROCM_REPO focal main > /etc/apt/sources.list.d/rocm.list" && \ sh -c "echo deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] $DEB_ROCM_REPO focal main > /etc/apt/sources.list.d/rocm.list" && \
sh -c 'echo deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/amdgpu/$ROCMVERSION/ubuntu focal main > /etc/apt/sources.list.d/amdgpu.list'; \ sh -c 'echo deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/amdgpu/$ROCMVERSION/ubuntu focal main > /etc/apt/sources.list.d/amdgpu.list'; \
elif [ "$ROCMVERSION" = "6.0.1" ] && [ "$compiler_version" = "rc1" ]; then \ elif [ "$ROCMVERSION" = "6.2" ] && [ "$compiler_version" = "rc2" ]; then \
sh -c "wget http://artifactory-cdn.amd.com/artifactory/list/amdgpu-deb/amdgpu-install-internal_6.0-20.04-1_all.deb --no-check-certificate" && \ sh -c "wget http://artifactory-cdn.amd.com/artifactory/list/amdgpu-deb/amdgpu-install-internal_6.1-20.04-1_all.deb --no-check-certificate" && \
apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install dialog && DEBIAN_FRONTEND=noninteractive apt-get install ./amdgpu-install-internal_6.0-20.04-1_all.deb && \ apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install dialog && DEBIAN_FRONTEND=noninteractive apt-get install ./amdgpu-install-internal_6.1-20.04-1_all.deb && \
sh -c 'echo deb [arch=amd64 trusted=yes] http://compute-artifactory.amd.com/artifactory/list/rocm-release-archive-20.04-deb/ 6.0.1 rel-95 > /etc/apt/sources.list.d/rocm-build.list' && \ sh -c 'echo deb [arch=amd64 trusted=yes] http://compute-artifactory.amd.com/artifactory/list/rocm-release-archive-20.04-deb/ 6.1 rel-48 > /etc/apt/sources.list.d/rocm-build.list' && \
amdgpu-repo --amdgpu-build=1704947; \ amdgpu-repo --amdgpu-build=1736298; \
fi fi
RUN sh -c "echo deb http://mirrors.kernel.org/ubuntu focal main universe | tee -a /etc/apt/sources.list" RUN sh -c "echo deb http://mirrors.kernel.org/ubuntu focal main universe | tee -a /etc/apt/sources.list"
RUN amdgpu-install -y --usecase=rocm --no-dkms RUN amdgpu-install -y --usecase=rocm --no-dkms
## Sccache binary built from source for ROCm ## Sccache binary built from source for ROCm, only install if CK_SCCACHE is defined
ARG SCCACHE_REPO_URL=http://compute-artifactory.amd.com/artifactory/rocm-generic-experimental/rocm-sccache ARG SCCACHE_REPO_URL=http://compute-artifactory.amd.com/artifactory/rocm-generic-experimental/rocm-sccache
ENV SCCACHE_INSTALL_LOCATION=/usr/local/.cargo/bin ENV SCCACHE_INSTALL_LOCATION=/usr/local/.cargo/bin
RUN mkdir -p ${SCCACHE_INSTALL_LOCATION} && \
curl ${SCCACHE_REPO_URL}/portable/0.2.16/sccache-0.2.16-alpha.1-rocm --output ${SCCACHE_INSTALL_LOCATION}/sccache && \
chmod +x ${SCCACHE_INSTALL_LOCATION}/sccache
ENV PATH=$PATH:${SCCACHE_INSTALL_LOCATION} ENV PATH=$PATH:${SCCACHE_INSTALL_LOCATION}
ENV CK_SCCACHE=$CK_SCCACHE
RUN if [ "$CK_SCCACHE" != "" ]; then \
mkdir -p ${SCCACHE_INSTALL_LOCATION} && \
curl ${SCCACHE_REPO_URL}/portable/0.2.16/sccache-0.2.16-alpha.1-rocm --output ${SCCACHE_INSTALL_LOCATION}/sccache && \
chmod +x ${SCCACHE_INSTALL_LOCATION}/sccache; \
fi
# Install dependencies # Install dependencies
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \
...@@ -73,6 +77,13 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow- ...@@ -73,6 +77,13 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-
apt-get clean && \ apt-get clean && \
rm -rf /var/lib/apt/lists/* rm -rf /var/lib/apt/lists/*
# hipTensor requires rocm-llvm-dev for rocm versions > 6.0.1
RUN if [ "$ROCMVERSION" = "6.1" ]; then \
sh -c "apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated rocm-llvm-dev"; \
fi
# Update the cmake to version 3.27.5
RUN pip install --upgrade cmake==3.27.5
#Install latest ccache #Install latest ccache
RUN git clone https://github.com/ccache/ccache.git && \ RUN git clone https://github.com/ccache/ccache.git && \
cd ccache && mkdir build && cd build && cmake .. && make install cd ccache && mkdir build && cd build && cmake .. && make install
...@@ -82,8 +93,6 @@ RUN wget -qO /usr/local/bin/ninja.gz https://github.com/ninja-build/ninja/releas ...@@ -82,8 +93,6 @@ RUN wget -qO /usr/local/bin/ninja.gz https://github.com/ninja-build/ninja/releas
RUN gunzip /usr/local/bin/ninja.gz RUN gunzip /usr/local/bin/ninja.gz
RUN chmod a+x /usr/local/bin/ninja RUN chmod a+x /usr/local/bin/ninja
RUN git clone https://github.com/nico/ninjatracing.git RUN git clone https://github.com/nico/ninjatracing.git
# Update the cmake to the latest version
RUN pip install --upgrade cmake==3.27.5
#Install latest cppcheck #Install latest cppcheck
RUN git clone https://github.com/danmar/cppcheck.git && \ RUN git clone https://github.com/danmar/cppcheck.git && \
......
Jenkinsfile
View file @ e599063f
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client_example/02_gemm_add_add_fastgelu/CMakeLists.txt
View file @ e599063f
add_custom_target(client_gemm_fastgelu_examples) if(GPU_TARGETS MATCHES "gfx9")
add_custom_target(client_gemm_fastgelu_examples)
add_executable(client_gemm_add_add_fastgelu gemm_add_add_fastgelu.cpp) add_executable(client_gemm_add_add_fastgelu gemm_add_add_fastgelu.cpp)
target_link_libraries(client_gemm_add_add_fastgelu PRIVATE composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_add_add_fastgelu PRIVATE composable_kernel::device_gemm_operations)
add_executable(client_gemm_add_fastgelu gemm_add_fastgelu.cpp) add_executable(client_gemm_add_fastgelu gemm_add_fastgelu.cpp)
target_link_libraries(client_gemm_add_fastgelu PRIVATE composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_add_fastgelu PRIVATE composable_kernel::device_gemm_operations)
add_executable(client_gemm_fastgelu gemm_fastgelu.cpp) add_executable(client_gemm_fastgelu gemm_fastgelu.cpp)
target_link_libraries(client_gemm_fastgelu PRIVATE composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_fastgelu PRIVATE composable_kernel::device_gemm_operations)
add_dependencies(client_gemm_fastgelu_examples client_gemm_add_add_fastgelu client_gemm_add_fastgelu add_dependencies(client_gemm_fastgelu_examples client_gemm_add_add_fastgelu client_gemm_add_fastgelu
client_gemm_fastgelu) client_gemm_fastgelu)
add_custom_target(client_gemm_fastgelu_generic_examples) add_custom_target(client_gemm_fastgelu_generic_examples)
add_executable(client_gemm_add_add_fastgelu_generic gemm_add_add_fastgelu_generic.cpp) add_executable(client_gemm_add_add_fastgelu_generic gemm_add_add_fastgelu_generic.cpp)
target_link_libraries(client_gemm_add_add_fastgelu_generic composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_add_add_fastgelu_generic composable_kernel::device_gemm_operations)
add_executable(client_gemm_add_fastgelu_generic gemm_add_fastgelu_generic.cpp) add_executable(client_gemm_add_fastgelu_generic gemm_add_fastgelu_generic.cpp)
target_link_libraries(client_gemm_add_fastgelu_generic PRIVATE composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_add_fastgelu_generic PRIVATE composable_kernel::device_gemm_operations)
add_executable(client_gemm_fastgelu_generic gemm_fastgelu_generic.cpp) add_executable(client_gemm_fastgelu_generic gemm_fastgelu_generic.cpp)
target_link_libraries(client_gemm_fastgelu_generic PRIVATE composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_fastgelu_generic PRIVATE composable_kernel::device_gemm_operations)
add_dependencies(client_gemm_fastgelu_generic_examples client_gemm_add_add_fastgelu_generic add_dependencies(client_gemm_fastgelu_generic_examples client_gemm_add_add_fastgelu_generic
client_gemm_add_fastgelu_generic client_gemm_fastgelu_generic) client_gemm_add_fastgelu_generic client_gemm_fastgelu_generic)
endif()
client_example/03_gemm_layernorm/CMakeLists.txt
View file @ e599063f
add_executable(client_gemm_add_add_layernorm_naive gemm_add_add_layernorm_naive.cpp) if(GPU_TARGETS MATCHES "gfx9")
target_link_libraries(client_gemm_add_add_layernorm_naive PRIVATE composable_kernel::device_gemm_operations composable_kernel::device_other_operations) add_executable(client_gemm_add_add_layernorm_naive gemm_add_add_layernorm_naive.cpp)
target_link_libraries(client_gemm_add_add_layernorm_naive PRIVATE composable_kernel::device_gemm_operations composable_kernel::device_other_operations)
add_executable(client_gemm_add_relu_add_layernorm_welford gemm_add_relu_add_layernorm_welford.cpp) add_executable(client_gemm_add_relu_add_layernorm_welford gemm_add_relu_add_layernorm_welford.cpp)
target_link_libraries(client_gemm_add_relu_add_layernorm_welford PRIVATE composable_kernel::device_gemm_operations composable_kernel::device_other_operations) target_link_libraries(client_gemm_add_relu_add_layernorm_welford PRIVATE composable_kernel::device_gemm_operations composable_kernel::device_other_operations)
endif()
client_example/03_gemm_layernorm/gemm_add_add_layernorm_naive.cpp
View file @ e599063f
...@@ -8,7 +8,7 @@ ...@@ -8,7 +8,7 @@
#include "ck/ck.hpp" #include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp" #include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/device_gemm_reduce.hpp" #include "ck/tensor_operation/gpu/device/device_gemm_reduce.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_elementwise_impl.hpp" #include "ck/tensor_operation/gpu/device/impl/device_elementwise_dynamic_vector_dims_impl.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp" #include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
#include "ck/library/tensor_operation_instance/gpu/device_elementwise_instance.hpp" #include "ck/library/tensor_operation_instance/gpu/device_elementwise_instance.hpp"
......
client_example/04_contraction/CMakeLists.txt
View file @ e599063f
add_executable(client_contraction_scale_fp32 contraction_scale_fp32.cpp) if(GPU_TARGETS MATCHES "gfx9")
target_link_libraries(client_contraction_scale_fp32 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations) add_executable(client_contraction_scale_fp32 contraction_scale_fp32.cpp)
target_link_libraries(client_contraction_scale_fp32 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations)
add_executable(client_contraction_bilinear_fp32 contraction_bilinear_fp32.cpp) add_executable(client_contraction_bilinear_fp32 contraction_bilinear_fp32.cpp)
target_link_libraries(client_contraction_bilinear_fp32 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations) target_link_libraries(client_contraction_bilinear_fp32 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations)
add_executable(client_contraction_scale_fp64 contraction_scale_fp64.cpp) add_executable(client_contraction_scale_fp64 contraction_scale_fp64.cpp)
target_link_libraries(client_contraction_scale_fp64 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations) target_link_libraries(client_contraction_scale_fp64 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations)
add_executable(client_contraction_bilinear_fp64 contraction_bilinear_fp64.cpp) add_executable(client_contraction_bilinear_fp64 contraction_bilinear_fp64.cpp)
target_link_libraries(client_contraction_bilinear_fp64 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations) target_link_libraries(client_contraction_bilinear_fp64 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations)
add_executable(contraction_g1m2n3k1_add_xdl_fp16 contraction_g1m2n3k1_add_xdl_fp16.cpp)
target_link_libraries(contraction_g1m2n3k1_add_xdl_fp16 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations)
add_executable(contraction_g1m2n3k1_add_xdl_fp16 contraction_g1m2n3k1_add_xdl_fp16.cpp)
target_link_libraries(contraction_g1m2n3k1_add_xdl_fp16 PRIVATE composable_kernel::device_other_operations composable_kernel::device_contraction_operations composable_kernel::device_gemm_operations)
endif()
client_example/07_grouped_convnd_fwd/CMakeLists.txt
View file @ e599063f
add_executable(client_grouped_conv2d_fwd grouped_conv2d_fwd.cpp) if(GPU_TARGETS MATCHES "gfx9")
target_link_libraries(client_grouped_conv2d_fwd PRIVATE composable_kernel::device_conv_operations) add_executable(client_grouped_conv2d_fwd grouped_conv2d_fwd.cpp)
target_link_libraries(client_grouped_conv2d_fwd PRIVATE composable_kernel::device_conv_operations)
add_executable(client_grouped_conv1d_fwd grouped_conv1d_fwd.cpp) add_executable(client_grouped_conv1d_fwd grouped_conv1d_fwd.cpp)
target_link_libraries(client_grouped_conv1d_fwd PRIVATE composable_kernel::device_conv_operations) target_link_libraries(client_grouped_conv1d_fwd PRIVATE composable_kernel::device_conv_operations)
endif()
\ No newline at end of file
client_example/08_fused_attention/CMakeLists.txt
View file @ e599063f
add_executable(client_fused_attention fused_attention.cpp) if(GPU_TARGETS MATCHES "gfx9")
target_link_libraries(client_fused_attention PRIVATE composable_kernel::device_other_operations composable_kernel::device_gemm_operations) add_executable(client_fused_attention fused_attention.cpp)
target_link_libraries(client_fused_attention PRIVATE composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
add_executable(client_fused_attention_bias fused_attention_bias.cpp) add_executable(client_fused_attention_bias fused_attention_bias.cpp)
target_link_libraries(client_fused_attention_bias PRIVATE composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_fused_attention_bias PRIVATE composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
endif()
client_example/09_quantization/CMakeLists.txt
View file @ e599063f
if(DTYPES MATCHES "int8" OR NOT DEFINED DTYPES) if(GPU_TARGETS MATCHES "gfx9" AND (DTYPES MATCHES "int8" OR NOT DEFINED DTYPES))
add_executable(client_conv2d_fwd_bias_tanh_perchannel_quantization conv2d_fwd_bias_tanh_perchannel_quantization.cpp) add_executable(client_conv2d_fwd_bias_tanh_perchannel_quantization conv2d_fwd_bias_tanh_perchannel_quantization.cpp)
target_link_libraries(client_conv2d_fwd_bias_tanh_perchannel_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_conv2d_fwd_bias_tanh_perchannel_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
add_executable(client_conv2d_fwd_bias_relu_perchannel_quantization conv2d_fwd_bias_relu_perchannel_quantization.cpp) add_executable(client_conv2d_fwd_bias_relu_perchannel_quantization conv2d_fwd_bias_relu_perchannel_quantization.cpp)
target_link_libraries(client_conv2d_fwd_bias_relu_perchannel_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_conv2d_fwd_bias_relu_perchannel_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
add_executable(client_conv2d_fwd_bias_tanh_perlayer_quantization conv2d_fwd_bias_tanh_perlayer_quantization.cpp) add_executable(client_conv2d_fwd_bias_tanh_perlayer_quantization conv2d_fwd_bias_tanh_perlayer_quantization.cpp)
target_link_libraries(client_conv2d_fwd_bias_tanh_perlayer_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_conv2d_fwd_bias_tanh_perlayer_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
add_executable(client_conv2d_fwd_bias_relu_perlayer_quantization conv2d_fwd_bias_relu_perlayer_quantization.cpp) add_executable(client_conv2d_fwd_bias_relu_perlayer_quantization conv2d_fwd_bias_relu_perlayer_quantization.cpp)
target_link_libraries(client_conv2d_fwd_bias_relu_perlayer_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_conv2d_fwd_bias_relu_perlayer_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
add_executable(client_conv2d_fwd_perchannel_quantization conv2d_fwd_perchannel_quantization.cpp) add_executable(client_conv2d_fwd_perchannel_quantization conv2d_fwd_perchannel_quantization.cpp)
target_link_libraries(client_conv2d_fwd_perchannel_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_conv2d_fwd_perchannel_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
add_executable(client_conv2d_fwd_perlayer_quantization conv2d_fwd_perlayer_quantization.cpp) add_executable(client_conv2d_fwd_perlayer_quantization conv2d_fwd_perlayer_quantization.cpp)
target_link_libraries(client_conv2d_fwd_perlayer_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_conv2d_fwd_perlayer_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
add_executable(client_gemm_quantization gemm_quantization.cpp) add_executable(client_gemm_quantization gemm_quantization.cpp)
target_link_libraries(client_gemm_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_quantization PRIVATE composable_kernel::device_conv_operations composable_kernel::device_other_operations composable_kernel::device_gemm_operations)
endif() endif()
client_example/11_grouped_conv_bwd_weight/common.hpp
View file @ e599063f
// SPDX-License-Identifier: MIT // SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved. // Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib> #include <cstdlib>
#include <iomanip> #include <iomanip>
...@@ -160,6 +160,10 @@ bool run_grouped_conv_bwd_weight( ...@@ -160,6 +160,10 @@ bool run_grouped_conv_bwd_weight(
auto invoker_ptr = op_ptr->MakeInvokerPointer(); auto invoker_ptr = op_ptr->MakeInvokerPointer();
std::string op_name = op_ptr->GetTypeString(); std::string op_name = op_ptr->GetTypeString();
const std::size_t workspace_sz = op_ptr->GetWorkSpaceSize(argument_ptr.get());
SimpleDeviceMem workspace_dev(workspace_sz);
op_ptr->SetWorkSpacePointer(argument_ptr.get(), workspace_dev.GetDeviceBuffer());
if(op_ptr->IsSupportedArgument(argument_ptr.get())) if(op_ptr->IsSupportedArgument(argument_ptr.get()))
{ {
float avg_time = invoker_ptr->Run(argument_ptr.get(), StreamConfig{nullptr, true}); float avg_time = invoker_ptr->Run(argument_ptr.get(), StreamConfig{nullptr, true});
......
client_example/15_convnd_bwd_data/CMakeLists.txt
View file @ e599063f
add_executable(client_conv3d_bwd_data_fp16 conv3d_bwd_data_fp16.cpp) if(GPU_TARGETS MATCHES "gfx9")
add_executable(client_conv3d_bwd_data_fp32 conv3d_bwd_data_fp32.cpp) add_executable(client_conv3d_bwd_data_fp16 conv3d_bwd_data_fp16.cpp)
add_executable(client_conv3d_bwd_data_fp32 conv3d_bwd_data_fp32.cpp)
target_link_libraries(client_conv3d_bwd_data_fp16 PRIVATE composable_kernel::device_conv_operations) target_link_libraries(client_conv3d_bwd_data_fp16 PRIVATE composable_kernel::device_conv_operations)
target_link_libraries(client_conv3d_bwd_data_fp32 PRIVATE composable_kernel::device_conv_operations) target_link_libraries(client_conv3d_bwd_data_fp32 PRIVATE composable_kernel::device_conv_operations)
endif()
client_example/15_gemm_add_multiply/CMakeLists.txt
View file @ e599063f
if(GPU_TARGETS MATCHES "gfx9")
add_executable(client_gemm_add_multiply gemm_add_multiply.cpp) add_executable(client_gemm_add_multiply gemm_add_multiply.cpp)
target_link_libraries(client_gemm_add_multiply PRIVATE composable_kernel::device_gemm_operations) target_link_libraries(client_gemm_add_multiply PRIVATE composable_kernel::device_gemm_operations)
\ No newline at end of file endif()
client_example/16_convnd_fwd/CMakeLists.txt
View file @ e599063f
...@@ -7,6 +7,22 @@ endif() ...@@ -7,6 +7,22 @@ endif()
if((DTYPES MATCHES "fp8") OR NOT DEFINED DTYPES) if((DTYPES MATCHES "fp8") OR NOT DEFINED DTYPES)
add_executable(client_conv3d_fwd_fp16_comp_fp8 conv3d_fwd_fp16_comp_fp8.cpp) add_executable(client_conv3d_fwd_fp16_comp_fp8 conv3d_fwd_fp16_comp_fp8.cpp)
target_link_libraries(client_conv3d_fwd_fp16_comp_fp8 PRIVATE composable_kernel::device_conv_operations) target_link_libraries(client_conv3d_fwd_fp16_comp_fp8 PRIVATE composable_kernel::device_conv_operations)
add_executable(client_conv3d_fwd_fp8 conv3d_fwd_fp8.cpp)
target_link_libraries(client_conv3d_fwd_fp8 PRIVATE composable_kernel::device_conv_operations)
endif()
if((DTYPES MATCHES "bf8") OR NOT DEFINED DTYPES)
add_executable(client_conv3d_fwd_bf8 conv3d_fwd_bf8.cpp)
target_link_libraries(client_conv3d_fwd_bf8 PRIVATE composable_kernel::device_conv_operations)
endif()
if((DTYPES MATCHES "fp8" AND DTYPES MATCHES "bf8") OR NOT DEFINED DTYPES)
add_executable(client_conv3d_fwd_fp8_bf8 conv3d_fwd_fp8_bf8.cpp)
target_link_libraries(client_conv3d_fwd_fp8_bf8 PRIVATE composable_kernel::device_conv_operations)
add_executable(client_conv3d_fwd_bf8_fp8 conv3d_fwd_bf8_fp8.cpp)
target_link_libraries(client_conv3d_fwd_bf8_fp8 PRIVATE composable_kernel::device_conv_operations)
endif() endif()
if((DTYPES MATCHES "fp32") OR NOT DEFINED DTYPES) if((DTYPES MATCHES "fp32") OR NOT DEFINED DTYPES)
......
client_example/16_convnd_fwd/common.hpp
View file @ e599063f
// SPDX-License-Identifier: MIT // SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved. // Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#include <cstdlib> #include <cstdlib>
#include <iomanip> #include <iomanip>
...@@ -95,7 +95,8 @@ template <ck::index_t NumDimSpatial, ...@@ -95,7 +95,8 @@ template <ck::index_t NumDimSpatial,
typename WeiLayout, typename WeiLayout,
typename OutLayout, typename OutLayout,
ck::index_t NumNonSpatialDim = 3, ck::index_t NumNonSpatialDim = 3,
typename ComputeType = InDataType> typename AComputeType = InDataType,
typename BComputeType = AComputeType>
bool run_grouped_conv_fwd(std::array<ck::index_t, NumDimSpatial + NumNonSpatialDim> in_lengths, bool run_grouped_conv_fwd(std::array<ck::index_t, NumDimSpatial + NumNonSpatialDim> in_lengths,
std::array<ck::index_t, NumDimSpatial + NumNonSpatialDim> wei_lengths, std::array<ck::index_t, NumDimSpatial + NumNonSpatialDim> wei_lengths,
std::array<ck::index_t, NumDimSpatial + NumNonSpatialDim> out_lengths) std::array<ck::index_t, NumDimSpatial + NumNonSpatialDim> out_lengths)
...@@ -186,7 +187,8 @@ bool run_grouped_conv_fwd(std::array<ck::index_t, NumDimSpatial + NumNonSpatialD ...@@ -186,7 +187,8 @@ bool run_grouped_conv_fwd(std::array<ck::index_t, NumDimSpatial + NumNonSpatialD
PassThrough, PassThrough,
PassThrough, PassThrough,
PassThrough, PassThrough,
ComputeType>; AComputeType,
BComputeType>;
// get device op instances // get device op instances
const auto op_ptrs = ck::tensor_operation::device::instance::DeviceOperationInstanceFactory< const auto op_ptrs = ck::tensor_operation::device::instance::DeviceOperationInstanceFactory<
DeviceOp>::GetInstances(); DeviceOp>::GetInstances();
......
client_example/16_convnd_fwd/conv3d_fwd_bf8.cpp 0 → 100644
View file @ e599063f
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, 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::bf8_t;
using WeiDataType = ck::bf8_t;
using OutDataType = ck::f8_t;
using InLayout = ck::tensor_layout::convolution::NDHWGC;
using WeiLayout = ck::tensor_layout::convolution::GKZYXC;
using OutLayout = ck::tensor_layout::convolution::NDHWGK;
static constexpr ck::index_t NumDimSpatial = 3;
static constexpr ck::index_t G = 1;
static constexpr ck::index_t N = 64;
static constexpr ck::index_t K = 128;
static constexpr ck::index_t C = 64;
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;
int main()
{
return run_grouped_conv_fwd<NumDimSpatial,
InDataType,
WeiDataType,
OutDataType,
InLayout,
WeiLayout,
OutLayout,
3,
ck::bf8_t>(
{N, Di, Hi, Wi, G, C}, {G, K, Z, Y, X, C}, {N, Do, Ho, Wo, G, K})
? EXIT_SUCCESS
: EXIT_FAILURE;
}
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