test1
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@@ -1,39 +0,0 @@
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import os
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import urllib.request as dowReq
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import zipfile
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val = input("Enter BDD or COCO :")
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if(val == "COCO"):
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url = "https://cloud.hipert.unimore.it/s/LNxBDk4wzqXPL8c/download"
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lib = "..\demo\COCO_val2017"
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lib_zip = "COCO_val2017.zip"
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elif(val == "BDD"):
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url = "https://cloud.hipert.unimore.it/s/bikqk3FzCq2tg4D/download"
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lib = "..\demo\BDD100k_val"
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lib_zip = "BDD100k_val.zip"
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dowReq.urlretrieve(url,lib_zip)
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with zipfile.ZipFile(lib_zip,'r') as zip_ref:
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zip_ref.extractall(lib)
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labelFolder = lib + "\labels"
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imageFolder = lib + "\images"
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file1 = open(".\\..\\demo\\all_labels.txt","a")
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path1 = os.path.realpath(labelFolder)
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for file in os.listdir(labelFolder):
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valTemp = path1 + "\\" + file
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valTemp = valTemp + '\n'
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file1.write(valTemp)
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file1.close()
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file2 = open(".\\..\\demo\\all_images.txt","a")
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path2 = os.path.realpath(imageFolder)
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for file in os.listdir(imageFolder):
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pathtemp = path2 + "\\" + file
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pathtemp = pathtemp + '\n'
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file2.write(pathtemp)
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file2.close()
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print("Completed")
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@@ -1,26 +0,0 @@
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#!/bin/bash
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function elaborate_testset {
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wget $1 -O $2.zip
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unzip -d $2 $2.zip
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rm $2.zip
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cd $2/
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realpath labels/* > all_labels.txt
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realpath images/* > all_images.txt
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cd ..
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}
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cd demo
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for valset in $@
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do
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if [ $valset = "COCO" ]; then
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echo "Downloading $valset validation set in demo"
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elaborate_testset "https://cloud.hipert.unimore.it/s/LNxBDk4wzqXPL8c/download" "COCO_val2017"
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elif [ $valset = "BDD" ]; then
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echo "Downloading $valset validation set in demo"
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elaborate_testset "https://cloud.hipert.unimore.it/s/bikqk3FzCq2tg4D/download" "BDD100K_val"
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fi
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done
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@@ -1,66 +0,0 @@
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#!/bin/bash
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#based on https://devtalk.nvidia.com/default/topic/1042035/installing-opencv4-on-xavier/ & https://github.com/markste-in/OpenCV4XAVIER/blob/master/buildOpenCV4.sh
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# Compute Capabilities can be found here https://developer.nvidia.com/cuda-gpus#compute
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ARCH_BIN=7.2 # AGX Xavier
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#ARCH_BIN=6.2 # Tx2
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cd ~/Downloads
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sudo apt-get install -y build-essential \
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unzip \
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pkg-config \
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libjpeg-dev \
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libpng-dev \
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libtiff-dev \
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libavcodec-dev \
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libavformat-dev \
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libswscale-dev \
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libv4l-dev \
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libxvidcore-dev \
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libx264-dev \
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libgtk-3-dev \
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libatlas-base-dev \
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gfortran \
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python3-dev \
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python3-venv \
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libgstreamer1.0-dev \
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libgstreamer-plugins-base1.0-dev \
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libdc1394-22-dev \
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libavresample-dev
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git clone https://github.com/opencv/opencv.git
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git clone https://github.com/opencv/opencv_contrib.git
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python3 -m venv opencv4
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source opencv4/bin/activate
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pip install wheel
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pip install numpy
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cd opencv && mkdir build && cd build
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cmake -D CMAKE_BUILD_TYPE=RELEASE \
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-D CMAKE_INSTALL_PREFIX=/usr/local \
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-D INSTALL_PYTHON_EXAMPLES=ON \
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-D INSTALL_C_EXAMPLES=OFF \
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-D OPENCV_EXTRA_MODULES_PATH='~/Downloads/opencv_contrib/modules' \
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-D PYTHON_EXECUTABLE='~/Downloads/opencv4/bin/python' \
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-D BUILD_EXAMPLES=ON \
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-D WITH_CUDA=ON \
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-D CUDA_ARCH_BIN=${ARCH_BIN} \
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-D CUDA_ARCH_PTX="" \
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-D ENABLE_FAST_MATH=ON \
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-D CUDA_FAST_MATH=ON \
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-D WITH_CUBLAS=ON \
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-D WITH_LIBV4L=ON \
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-D WITH_GSTREAMER=ON \
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-D WITH_GSTREAMER_0_10=OFF \
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-D WITH_TBB=ON \
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../
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make -j4
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sudo make install
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sudo ldconfig
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cd ~/Downloads/opencv4/lib/python3.6/site-packages
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ln -s /usr/local/lib/python3.6/site-packages/cv2.cpython-36m-aarch64-linux-gnu.so cv2.so
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@@ -1,99 +0,0 @@
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#!/bin/bash
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cd build
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RED='\033[1;31m'
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GREEN='\033[1;32m'
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ORANGE='\033[1;33m'
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PINK='\033[1;95m'
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NC='\033[0m' # No Color
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function print_output {
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if [ $1 -eq 0 ]; then
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echo -e "$2 ${GREEN}OK${NC}"
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elif [ $1 -eq 1 ]; then
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echo -e "$2 ${RED}FATAL ERROR${NC}"
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elif [ $1 -eq 2 ] || [ $1 -eq 10 ]; then
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echo -e "$2 ${PINK}CUDNN ERROR${NC}"
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elif [ $1 -eq 4 ] || [ $1 -eq 12 ]; then
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echo -e "$2 ${PINK}TENSORRT ERROR${NC}"
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elif [ $1 -eq 8 ]; then
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echo -e "$2 ${PINK}CUDNN vs TENSORRT ERROR${NC}"
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elif [ $1 -eq 6 ]; then
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echo -e "$2 ${PINK}CUDNN & TENSORTRT ERROR${NC}"
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elif [ $1 -eq 14 ]; then
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echo -e "$2 ${PINK}ERROR FOR EVERY CHECK${NC}"
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else
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echo -e "$2 ${RED}NOT OKAY (OPENCV maybe)${NC}"
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fi
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}
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out_file=results.log
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rm $out_file
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function test_net {
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./test_$1 &>> $out_file
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print_output $? $1
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./test_rtinference $1*.rt $TKDNN_BATCHSIZE &>> $out_file
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print_output $? "batched $1"
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}
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modes=( 1 ) # only FP32
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# modes=( 1 2 ) # FP32 and FP16
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# modes=( 1 2 3 ) # FP32, FP16 and INT8
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for i in "${modes[@]}"
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do
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rm *rt
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if [ $i -eq 1 ]
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then
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export TKDNN_MODE=FP32
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echo -e "${ORANGE}Test FP32${NC}"
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fi
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if [ $i -eq 2 ]
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then
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export TKDNN_MODE=FP16
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echo -e "${ORANGE}Test FP16${NC}"
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fi
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if [ $i -eq 3 ]
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then
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export TKDNN_MODE=INT8
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export TKDNN_CALIB_LABEL_PATH=../demo/COCO_val2017/all_labels.txt
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export TKDNN_CALIB_IMG_PATH=../demo/COCO_val2017/all_images.txt
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echo -e "${ORANGE}Test INT8${NC}"
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fi
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export TKDNN_BATCHSIZE=2
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echo -e "${ORANGE}Batch $TKDNN_BATCHSIZE ${NC}"
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test_net mnist
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# ./test_imuodom &>> $out_file
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# print_output $? imuodom
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test_net yolo4
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test_net yolo4-csp
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test_net yolo4x
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test_net yolo4_berkeley
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test_net yolo4tiny
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test_net yolo3
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test_net yolo3_berkeley
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test_net yolo3_coco4
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test_net yolo3_flir
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test_net yolo3_512
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test_net yolo3tiny
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test_net yolo3tiny_512
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test_net yolo2
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test_net yolo2_voc
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#test_net yolo2tiny
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test_net csresnext50-panet-spp
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#test_net csresnext50-panet-spp_berkeley
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test_net resnet101_cnet
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test_net dla34_cnet
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test_net mobilenetv2ssd
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test_net mobilenetv2ssd512
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test_net bdd-mobilenetv2ssd
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done
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echo "If errors occured, check logfile $out_file"
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