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..0c94175 --- /dev/null +++ b/app/layer_example/CMakeLists.txt @@ -0,0 +1,9 @@ +set(ARM_DIR "${CMAKE_SOURCE_DIR}/3rdparty/ComputeLibrary") + +add_executable(PoolingLayer PoolingLayer.cpp) + +include_directories(${ARM_DIR}) +include_directories(${ARM_DIR}/include) +target_link_directories(PoolingLayer PUBLIC ${ARM_DIR}/build) + +target_link_libraries(PoolingLayer arm_compute) \ No newline at end of file diff --git a/app/layer_example/PoolingLayer.cpp b/app/layer_example/PoolingLayer.cpp new file mode 100644 index 0000000..885e63f --- /dev/null +++ b/app/layer_example/PoolingLayer.cpp @@ -0,0 +1,28 @@ +#include "arm_compute/runtime/NEON/NEFunctions.h" +#include "utils/Utils.h" + +#include +using namespace arm_compute; +using namespace utils; + +int main() { + Tensor input; + Tensor output; + + const int input_width = 5; + const int input_height = 5; + + input.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)); + + input.allocator()->allocate(); + output.allocator()->allocate(); + + fill_random_tensor(input, 0.f, 1.f); + + NEPoolingLayer pool; + pool.configure(&input, &output, PoolingLayerInfo(PoolingType::MAX, DataLayout::NHWC)); + pool.run(); + + output.print(std::cout); +} \ No newline at end of file