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Enable AscendC kernel operator
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AscendC is an extended syntax for the C/C++ language that can be used to
write operators that run on Ascend NPU.

This commit introduce an operator(threshold) written in AscendC. Others
can refer to this to implement other operators.

AscendC can implement efficient fusion operators according to needs, in
this case, threshold execution speed increased by nearly 4 times.

Co-authored-by: CaoMengqing <[email protected]>
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hipudding and MengqingCao committed Dec 28, 2023
1 parent c7602a8 commit d9ecf34
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Showing 15 changed files with 706 additions and 92 deletions.
6 changes: 6 additions & 0 deletions modules/cannops/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -15,3 +15,9 @@ ocv_include_directories(${CMAKE_SOURCE_DIR}/modules/ts/include)
ocv_add_accuracy_tests(DEPENDS_ON opencv_cannops)
ocv_add_perf_tests(DEPENDS_ON opencv_cannops)
ocv_add_samples(opencv_cannops)

# compile ascnedc kernels.
add_subdirectory(ascendc_kernels)
ocv_include_directories(${CMAKE_BINARY_DIR}/include/ascendc_kernels)
ocv_target_link_libraries(opencv_cannops PRIVATE ascendc_kernels)
ocv_target_link_libraries(opencv_test_cannops PRIVATE ascendc_kernels)
17 changes: 17 additions & 0 deletions modules/cannops/ascendc_kernels/CMakeLists.txt
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set(SOC_VERSION "ascend310p3" CACHE STRING "system on chip type")
set(ASCEND_CANN_PACKAGE_PATH "/usr/local/Ascend/ascend-toolkit/latest" CACHE PATH "ASCEND CANN package installation directory")
set(RUN_MODE "npu" CACHE STRING "run mode: npu/sim/cpu")

if(EXISTS ${ASCEND_CANN_PACKAGE_PATH}/compiler/tikcpp/ascendc_kernel_cmake)
set(ASCENDC_CMAKE_DIR ${ASCEND_CANN_PACKAGE_PATH}/compiler/tikcpp/ascendc_kernel_cmake)
elseif(EXISTS ${ASCEND_CANN_PACKAGE_PATH}/ascendc_devkit/tikcpp/samples/cmake)
set(ASCENDC_CMAKE_DIR ${ASCEND_CANN_PACKAGE_PATH}/ascendc_devkit/tikcpp/samples/cmake)
else()
message(FATAL_ERROR "ascendc_kernel_cmake does not exist, please check whether the compiler package is installed.")
endif()

include(${ASCENDC_CMAKE_DIR}/ascendc.cmake)

ascendc_library(ascendc_kernels STATIC
threshold_opencv_kernel.cpp
)
22 changes: 22 additions & 0 deletions modules/cannops/ascendc_kernels/kernel_tiling_types.h
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@@ -0,0 +1,22 @@
#ifndef KERNEL_TILING_H
#define KERNEL_TILING_H

/*
* threshType:
* THRESH_BINARY = 0,
* THRESH_BINARY_INV = 1,
* THRESH_TRUNC = 2,
* THRESH_TOZERO = 3,
* THRESH_TOZERO_INV = 4,
*/
#pragma pack(push, 8)
struct ThresholdOpencvTilingData
{
float maxVal;
float thresh;
uint32_t totalLength;
uint8_t threshType;
uint8_t dtype;
};
#pragma pack(pop)
#endif // KERNEL_TILING_H
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