I used the following command to compile ncnn arm64-v8a library and my ndk version is 20.1.5948944(/home/liuwenjie/Android/Sdk/ndk/20.1.5948944)
cmake -DCMAKE_TOOLCHAIN_FILE=$ANDROID_NDK/build/cmake/android.toolchain.cmake
-DANDROID_ABI="arm64-v8a" -DANDROID_PLATFORM=android-21 -DCMAKE_INSTALL_PREFIX=/home/liuwen/ncnn_lib ..
This will create the libncnn.a static library.
Then I used ncnn-android-squeezenet squeezencnn_jni.cpp to compile libsqueezencnn.so. The libsqueezencnn.so has been created successfully and the apk is installed in my ViVO Z3.But the ncnn output.channel is always 0.
The only difference changed(squeezencnn_jni.cpp)
175 cls_scores.resize(out.w);
176 for (int j=0; j<out.w; j++)
177 {
178 cls_scores[j] = out[j]; ----------> const float* prob = out.channel(j);
----------> cls_scores[j] = prob[0];
179 }
CMakeLists.txt
cmake_minimum_required(VERSION 3.4.1)
set(CMAKE_ANDROID_STL_TYPE c++_static)
set(CMAKE_C_FLAGS_RELEASE "${CMAKE_C_FLAGS_RELEASE} -O2 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fopenmp")
set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2 -fvisibility=hidden -fvisibility-inlines-hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -std=c++11 -fopenmp")
set(CMAKE_STATIC_LINKER_FLAGS_RELEASE "${CMAKE_STATIC_LINKER_FLAGS_RELEASE} -Wl,--gc-sections -fopenmp")
set(CMAKE_SHARED_LINKER_FLAGS_RELEASE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE} -Wl,--gc-sections -fopenmp")
if(CMAKE_BUILD_TYPE MATCHES Release)
set(CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS} -Wl,--gc-sections -fopenmp")
endif()
set(NCNN_PATH /home/liuwenjie/ncnn_lib)
include_directories(${NCNN_PATH}/include)
include_directories(${NCNN_PATH}/include/ncnn)
add_library(ncnn STATIC IMPORTED)
set_target_properties(ncnn PROPERTIES IMPORTED_LOCATION ${CMAKE_SOURCE_DIR}/../jniLibs/arm64-v8a/libncnn.a)
find_library(log-lib log)
add_library(hello-jni SHARED squeezencnn_jni.cpp)
target_link_libraries(hello-jni android ncnn ${log-lib} jnigraphics z)
Android.mk
LOCAL_PATH := $(call my-dir)
NCNN_INSTALL_PATH := ${LOCAL_PATH}/ncnn-android-vulkan-lib
include $(CLEAR_VARS)
LOCAL_MODULE := ncnn
LOCAL_SRC_FILES := $(NCNN_INSTALL_PATH)/$(TARGET_ARCH_ABI)/libncnn.a
include $(PREBUILT_STATIC_LIBRARY)
include $(CLEAR_VARS)
LOCAL_MODULE := squeezencnn
LOCAL_SRC_FILES := squeezencnn_jni.cpp
LOCAL_C_INCLUDES := $(NCNN_INSTALL_PATH)/include $(NCNN_INSTALL_PATH)/include/ncnn
LOCAL_STATIC_LIBRARIES := ncnn
LOCAL_CFLAGS := -O2 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math
LOCAL_CPPFLAGS := -O2 -fvisibility=hidden -fvisibility-inlines-hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math
LOCAL_LDFLAGS += -Wl,--gc-sections
LOCAL_CFLAGS += -fopenmp
LOCAL_CPPFLAGS += -fopenmp
LOCAL_LDFLAGS += -fopenmp
LOCAL_LDLIBS := -lz -llog -ljnigraphics -lvulkan -landroid
include $(BUILD_SHARED_LIBRARY)
squeezencnn_jni.cpp
Both CMakeLists.txt and Android.mk could create libsqueezencnn.so library but produce 0.(sample in the following)
` std::vector cls_scores;
{
const float mean_vals[3] = {104.f, 117.f, 123.f};
in.substract_mean_normalize(mean_vals, 0);
ncnn::Extractor ex = squeezenet.create_extractor();
ex.set_vulkan_compute(use_gpu);
ex.input(squeezenet_v1_1_param_id::BLOB_data, in);
172 ncnn::Mat out;
173 ex.extract(squeezenet_v1_1_param_id::BLOB_prob, out);
175 cls_scores.resize(out.w); -----> out.w == 0
}
`
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