cyrusbehr

else if (n.op == "_copy")
{
    fprintf(pp, "%-16s", "UnaryOp");
}

cyrusbehr

#include <iostream>
#include "ncnn/net.h"
#include "opencv2/opencv.hpp"

void normalize(std::vector<float>& arr) {
    double mod = 0.0;

    for (float i : arr) {
        mod += i * i;
    }

cyrusbehr

cmake_minimum_required(VERSION 3.14)
project(ncnn-inference)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++14 -fPIC -ffast-math -Ofast -fopenmp")

add_executable(ncnn_test main.cpp)

find_package( OpenCV REQUIRED )

target_include_directories(
        ncnn_test

cyrusbehr

import os
import numpy as np

import nnvm.testing
import nnvm.compiler
import tvm
import mxnet as mx
from tvm import autotvm
import tvm.relay as relay
from tvm.autotvm.tuner import XGBTuner, GATuner, RandomTuner, GridSearchTuner

cyrusbehr

#include <fstream>
#include <iostream>
#include <memory>

#include "opencv2/opencv.hpp"
#include "tvm/runtime/module.h"
#include "tvm/runtime/registry.h"
#include "tvm/runtime/packed_func.h"

cyrusbehr

cmake_minimum_required(VERSION 3.14)
project(tvm-inference)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++14 -fPIC -ffast-math -Ofast -ldl -lpthread")

add_executable(tvm_test tvm_runtime_pack.cc main.cpp)

set(HOME_TVM /path/to/tvm/dir)

find_package(OpenCV REQUIRED)

cyrusbehr

  ####################
  # build for aarch32
  ####################
  
  mkdir build_aarch32
  cd build_aarch32
  
  cmake -DCMAKE_TOOLCHAIN_FILE="../platforms/linux/arm-gnueabi.toolchain.cmake" -D CMAKE_INSTALL_PREFIX="/usr/local" -D BUILD_SHARED_LIBS=OFF -D CMAKE_BUILD_TYPE=RELEASE -D BUILD_DOCS=OFF -D BUILD_EXAMPLES=OFF -D BUILD_opencv_apps=OFF -D WITH_CAROTENE=OFF -D BUILD_opencv_python2=OFF -D BUILD_opencv_python3=OFF -D BUILD_PERF_TESTS=OFF -D BUILD_TESTS=OFF -D FORCE_VTK=OFF -D WITH_FFMPEG=OFF -D WITH_GDAL=OFF -D WITH_IPP=OFF -D WITH_OPENEXR=OFF -D WITH_OPENGL=OFF -D WITH_QT=OFF -D WITH_TBB=OFF -D WITH_XINE=OFF -D BUILD_JPEG=ON -D BUILD_ZLIB=ON -D BUILD_PNG=ON -D BUILD_TIFF=OFF -D BUILD_BUILD_JASPER=OFF -D WITH_ITT=OFF -D WITH_LAPACK=OFF -D WITH_OPENCL=OFF -D WITH_TIFF=OFF -D WITH_PNG=ON -D WITH_OPENCLAMDFFT=OFF -D WITH_OPENCLAMDBLAS=OFF -D WITH_VA_INTEL=OFF -D WITH_WEBP=OFF -D WITH_JASPER=OFF ..
  
  make -j$(nproc)

cyrusbehr

  ####################
  # build for aarch32
  ####################
  
  mkdir build_aarch32
  cd build_aarch32
  
  cmake -D NCNN_BUILD_TOOLS=OFF -D NCNN_VULKAN=OFF -D CMAKE_BUILD_TYPE=Release -D NCNN_DISABLE_RTTI=OFF -D CMAKE_TOOLCHAIN_FILE=../toolchains/arm-linux-gnueabihf.toolchain.cmake ..

  

cyrusbehr

#include <opencv2/opencv.hpp>
#include <memory>
#include <string>
#include <vector>

#include "mtcnn.h"
#include "net.h"

// Loads image, computes landmark locations, draws landmarks on image and save to disk
void detectLandmarks(const std::string& imgPath, const std::unique_ptr<MTCNN>& mtcnnPtr);

cyrusbehr

cmake_minimum_required(VERSION 3.0)

SET ( CMAKE_SYSTEM_NAME Linux )
SET ( CMAKE_SYSTEM_PROCESSOR arm )
SET ( CMAKE_C_COMPILER "arm-linux-gnueabihf-gcc" )
SET ( CMAKE_CXX_COMPILER "arm-linux-gnueabihf-g++" )

SET ( CMAKE_FIND_ROOT_PATH_MODE_PROGRAM NEVER )
SET ( CMAKE_FIND_ROOT_PATH_MODE_LIBRARY ONLY )
SET ( CMAKE_FIND_ROOT_PATH_MODE_INCLUDE ONLY )