diff --git a/app/CMakeLists.txt b/app/CMakeLists.txt index a5c4dce..b704bc8 100644 --- a/app/CMakeLists.txt +++ b/app/CMakeLists.txt @@ -1 +1,2 @@ add_subdirectory(example) +add_subdirectory(layer_example) \ No newline at end of file diff --git a/app/example/CMakeLists.txt b/app/example/CMakeLists.txt index 033d285..5ac1ad8 100644 --- a/app/example/CMakeLists.txt +++ b/app/example/CMakeLists.txt @@ -1 +1 @@ -add_executable(example main.cpp) +add_executable(example main.cpp) \ No newline at end of file diff --git a/app/layer_example/CMakeLists.txt b/app/layer_example/CMakeLists.txt new file mode 100644 index 0000000..c71fbd3 --- /dev/null +++ b/app/layer_example/CMakeLists.txt @@ -0,0 +1,11 @@ +set(ARM_DIR "${CMAKE_SOURCE_DIR}/3rdparty/ComputeLibrary") + +add_executable(MatMul MatMulLayer.cpp) + +include_directories(${ARM_DIR}) +include_directories(${ARM_DIR}/include) +target_link_directories(MatMul PUBLIC ${ARM_DIR}/build) + +target_link_libraries(MatMul arm_compute) + +add_dependencies(MatMul build_compute_library) \ No newline at end of file diff --git a/app/layer_example/MatMulLayer.cpp b/app/layer_example/MatMulLayer.cpp new file mode 100644 index 0000000..ce50647 --- /dev/null +++ b/app/layer_example/MatMulLayer.cpp @@ -0,0 +1,32 @@ +#include "arm_compute/runtime/NEON/NEFunctions.h" +#include "utils/Utils.h" + +#include +using namespace arm_compute; +using namespace utils; + +int main() { + Tensor input1; + Tensor input2; + Tensor output; + + const int input_width = 5; + const int input_height = 5; + + input1.allocator()->init(TensorInfo(TensorShape(input_width, input_height, 1), 1, DataType::F32)); + input2.allocator()->init(TensorInfo(TensorShape(input_width, input_height, 1), 1, DataType::F32)); + output.allocator()->init(TensorInfo(TensorShape(input_width, input_height, 1), 1, DataType::F32)); + + input1.allocator()->allocate(); + input2.allocator()->allocate(); + output.allocator()->allocate(); + + fill_random_tensor(input1, 0.f, 1.f); + fill_random_tensor(input2, 0.f, 1.f); + + NEMatMul m; + m.configure(&input1, &input2, &output, MatMulInfo(), CpuMatMulSettings(), ActivationLayerInfo()); + m.run(); + + output.print(std::cout); +} \ No newline at end of file