LaurentBerger

ADMIN

Number of platforms:	1
  Platform Profile:	FULL_PROFILE
  Platform Version:	OpenCL 1.2 CUDA 9.0.191
  Platform Name:	NVIDIA CUDA
  Platform Vendor:	NVIDIA Corporation
  Platform Extensions:	cl_khr_global_int32_base_atomics cl_khr_global_int32_extended_atomics cl_khr_local_int32_base_atomics cl_khr_local_int32_extended_atomics cl_khr_fp64 cl_khr_byte_addressable_store cl_khr_icd cl_khr_gl_sharing cl_nv_compiler_options cl_nv_device_attribute_query cl_nv_pragma_unroll cl_nv_d3d10_sharing cl_khr_d3d10_sharing cl_nv_d3d11_sharing cl_nv_copy_opts cl_nv_create_buffer
	
	

LaurentBerger

    int train_backprop( const Mat& inputs, const Mat& outputs, const Mat& _sw, TermCriteria termCrit )
    {
        int i, j, k;
        double prev_E = DBL_MAX*0.5, E = 0;
        int itype = inputs.type(), otype = outputs.type();

        int count = inputs.rows;

        int iter = -1, max_iter = 100;//termCrit.maxCount*count;
        double epsilon = termCrit.epsilon*count;

LaurentBerger

#define GENERATE_TESTDATA
TEST(ML_ANN, Method)
{
    String folder = string(cvtest::TS::ptr()->get_data_path());
    String original_path = folder + "waveform.data";
    String dataname = folder + "waveform";

    Ptr<TrainData> tdata2 = TrainData::loadFromCSV(original_path, 0);
    Mat responses(tdata2->getResponses().rows, 3, CV_32FC1, Scalar(0));
    for (int i = 0; i<tdata2->getResponses().rows; i++)

LaurentBerger

%YAML:1.0
---
opencv_ml_ann_mlp:
   format: 3
   layer_sizes: [ 21, 30, 3 ]
   activation_function: SIGMOID_SYM
   f_param1: 6.6666666666666663e-01
   f_param2: 1.7159000000000000e+00
   min_val: -9.4999999999999996e-01
   max_val: 9.4999999999999996e-01

LaurentBerger

%YAML:1.0
---
opencv_ml_ann_mlp:
   format: 3
   layer_sizes: [ 21, 30, 3 ]
   activation_function: SIGMOID_SYM
   f_param1: 6.6666666666666663e-01
   f_param2: 1.7159000000000000e+00
   min_val: -9.4999999999999996e-01
   max_val: 9.4999999999999996e-01

LaurentBerger

#include <opencv2/opencv.hpp> 


#include <iostream>
#include <map>
#include <opencv2/ts.hpp>
#include "opencv2/ml.hpp"
#include "opencv2/core/core_c.h"

using namespace std;

LaurentBerger

#!/bin/bash -e
myRepo=$(pwd)
CMAKE_CONFIG_GENERATOR="Visual Studio 15 2017 Win64"
RepoSource=opencv
cd Build/$RepoSource
CMAKE_OPTIONS='-DBUILD_opencv_world:BOOL=OFF -DBUILD_PERF_TESTS:BOOL=OFF -DBUILD_TESTS:BOOL=ON -DBUILD_DOCS:BOOL=OFF -DWITH_CUDA:BOOL=OFF -DBUILD_EXAMPLES:BOOL=ON -DWITH_LAPACK:BOOL=ON -DCV_TRACE:BOOL=OFF'
cmake -G"$CMAKE_CONFIG_GENERATOR"   \
-DTesseract_INCLUDE_DIR:PATH="${myRepo}"/Install/tesseract/include -DTesseract_LIBRARY="${myRepo}"/Install/tesseract/lib/tesseract400.lib -DLept_LIBRARY="${myRepo}"/Install/leptonica/lib/leptonica-1.74.4.lib \
-DEIGEN_DIR:PATH="$myRepo"/eigen -DEIGEN_INCLUDE_DIR="$myRepo"/eigen -DEIGEN_INCLUDE_PATH="$myRepo"/eigen \
-DCeres_DIR="$myRepo"/install/ceres-solver/cmake -Dglog_DIR:PATH="$myRepo"/install/glog/lib/cmake/glog -Dgflags_DIR:PATH="$myRepo"/install/gflags/lib/cmake/gflags \

LaurentBerger

WARNING: Logging before InitGoogleLogging() is written to STDERR
I0214 19:15:50.821849  7128 solver.cpp:44] Initializing solver from parameters:
test_iter: 1
test_interval: 2000
base_lr: 0.02
display: 2000
max_iter: 5000000
lr_policy: "step"
gamma: 0.5
stepsize: 500000

LaurentBerger

$ ./buildcaffe2.sh
/g/lib/Build/Caffe2 /g/lib
-- The CXX compiler identification is MSVC 19.12.25834.0
-- The C compiler identification is MSVC 19.12.25834.0
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Enterprise/VC/Tools/MSVC/14.12.25827/bin/Hostx64/x64/cl.exe
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Enterprise/VC/Tools/MSVC/14.12.25827/bin/Hostx64/x64/cl.exe -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done

LaurentBerger

#!/bin/bash -e
myRepo=$(pwd)
CMAKE_CONFIG_GENERATOR="Visual Studio 15 2017 Win64"
RepoSource=Caffe2
RepoBuild=Caffe2
installDepen=G:/Lib/install
pushd Build/$RepoBuild
CMAKE_OPTIONS=''
cmake -G"$CMAKE_CONFIG_GENERATOR"  -DBUILD_SHARED_LIBS:BOOL=ON \
-DPYTHON_EXECUTABLE=c:/programdata/anaconda3/python.exe \