This commit is contained in:
root
2021-06-03 10:34:26 +05:00
parent 50cb2ca253
commit 8cc5ebf832
4 changed files with 0 additions and 230 deletions
-39
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import os
import urllib.request as dowReq
import zipfile
val = input("Enter BDD or COCO :")
if(val == "COCO"):
url = "https://cloud.hipert.unimore.it/s/LNxBDk4wzqXPL8c/download"
lib = "..\demo\COCO_val2017"
lib_zip = "COCO_val2017.zip"
elif(val == "BDD"):
url = "https://cloud.hipert.unimore.it/s/bikqk3FzCq2tg4D/download"
lib = "..\demo\BDD100k_val"
lib_zip = "BDD100k_val.zip"
dowReq.urlretrieve(url,lib_zip)
with zipfile.ZipFile(lib_zip,'r') as zip_ref:
zip_ref.extractall(lib)
labelFolder = lib + "\labels"
imageFolder = lib + "\images"
file1 = open(".\\..\\demo\\all_labels.txt","a")
path1 = os.path.realpath(labelFolder)
for file in os.listdir(labelFolder):
valTemp = path1 + "\\" + file
valTemp = valTemp + '\n'
file1.write(valTemp)
file1.close()
file2 = open(".\\..\\demo\\all_images.txt","a")
path2 = os.path.realpath(imageFolder)
for file in os.listdir(imageFolder):
pathtemp = path2 + "\\" + file
pathtemp = pathtemp + '\n'
file2.write(pathtemp)
file2.close()
print("Completed")
-26
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#!/bin/bash
function elaborate_testset {
wget $1 -O $2.zip
unzip -d $2 $2.zip
rm $2.zip
cd $2/
realpath labels/* > all_labels.txt
realpath images/* > all_images.txt
cd ..
}
cd demo
for valset in $@
do
if [ $valset = "COCO" ]; then
echo "Downloading $valset validation set in demo"
elaborate_testset "https://cloud.hipert.unimore.it/s/LNxBDk4wzqXPL8c/download" "COCO_val2017"
elif [ $valset = "BDD" ]; then
echo "Downloading $valset validation set in demo"
elaborate_testset "https://cloud.hipert.unimore.it/s/bikqk3FzCq2tg4D/download" "BDD100K_val"
fi
done
-66
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#!/bin/bash
#based on https://devtalk.nvidia.com/default/topic/1042035/installing-opencv4-on-xavier/ & https://github.com/markste-in/OpenCV4XAVIER/blob/master/buildOpenCV4.sh
# Compute Capabilities can be found here https://developer.nvidia.com/cuda-gpus#compute
ARCH_BIN=7.2 # AGX Xavier
#ARCH_BIN=6.2 # Tx2
cd ~/Downloads
sudo apt-get install -y build-essential \
unzip \
pkg-config \
libjpeg-dev \
libpng-dev \
libtiff-dev \
libavcodec-dev \
libavformat-dev \
libswscale-dev \
libv4l-dev \
libxvidcore-dev \
libx264-dev \
libgtk-3-dev \
libatlas-base-dev \
gfortran \
python3-dev \
python3-venv \
libgstreamer1.0-dev \
libgstreamer-plugins-base1.0-dev \
libdc1394-22-dev \
libavresample-dev
git clone https://github.com/opencv/opencv.git
git clone https://github.com/opencv/opencv_contrib.git
python3 -m venv opencv4
source opencv4/bin/activate
pip install wheel
pip install numpy
cd opencv && mkdir build && cd build
cmake -D CMAKE_BUILD_TYPE=RELEASE \
-D CMAKE_INSTALL_PREFIX=/usr/local \
-D INSTALL_PYTHON_EXAMPLES=ON \
-D INSTALL_C_EXAMPLES=OFF \
-D OPENCV_EXTRA_MODULES_PATH='~/Downloads/opencv_contrib/modules' \
-D PYTHON_EXECUTABLE='~/Downloads/opencv4/bin/python' \
-D BUILD_EXAMPLES=ON \
-D WITH_CUDA=ON \
-D CUDA_ARCH_BIN=${ARCH_BIN} \
-D CUDA_ARCH_PTX="" \
-D ENABLE_FAST_MATH=ON \
-D CUDA_FAST_MATH=ON \
-D WITH_CUBLAS=ON \
-D WITH_LIBV4L=ON \
-D WITH_GSTREAMER=ON \
-D WITH_GSTREAMER_0_10=OFF \
-D WITH_TBB=ON \
../
make -j4
sudo make install
sudo ldconfig
cd ~/Downloads/opencv4/lib/python3.6/site-packages
ln -s /usr/local/lib/python3.6/site-packages/cv2.cpython-36m-aarch64-linux-gnu.so cv2.so
-99
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#!/bin/bash
cd build
RED='\033[1;31m'
GREEN='\033[1;32m'
ORANGE='\033[1;33m'
PINK='\033[1;95m'
NC='\033[0m' # No Color
function print_output {
if [ $1 -eq 0 ]; then
echo -e "$2 ${GREEN}OK${NC}"
elif [ $1 -eq 1 ]; then
echo -e "$2 ${RED}FATAL ERROR${NC}"
elif [ $1 -eq 2 ] || [ $1 -eq 10 ]; then
echo -e "$2 ${PINK}CUDNN ERROR${NC}"
elif [ $1 -eq 4 ] || [ $1 -eq 12 ]; then
echo -e "$2 ${PINK}TENSORRT ERROR${NC}"
elif [ $1 -eq 8 ]; then
echo -e "$2 ${PINK}CUDNN vs TENSORRT ERROR${NC}"
elif [ $1 -eq 6 ]; then
echo -e "$2 ${PINK}CUDNN & TENSORTRT ERROR${NC}"
elif [ $1 -eq 14 ]; then
echo -e "$2 ${PINK}ERROR FOR EVERY CHECK${NC}"
else
echo -e "$2 ${RED}NOT OKAY (OPENCV maybe)${NC}"
fi
}
out_file=results.log
rm $out_file
function test_net {
./test_$1 &>> $out_file
print_output $? $1
./test_rtinference $1*.rt $TKDNN_BATCHSIZE &>> $out_file
print_output $? "batched $1"
}
modes=( 1 ) # only FP32
# modes=( 1 2 ) # FP32 and FP16
# modes=( 1 2 3 ) # FP32, FP16 and INT8
for i in "${modes[@]}"
do
rm *rt
if [ $i -eq 1 ]
then
export TKDNN_MODE=FP32
echo -e "${ORANGE}Test FP32${NC}"
fi
if [ $i -eq 2 ]
then
export TKDNN_MODE=FP16
echo -e "${ORANGE}Test FP16${NC}"
fi
if [ $i -eq 3 ]
then
export TKDNN_MODE=INT8
export TKDNN_CALIB_LABEL_PATH=../demo/COCO_val2017/all_labels.txt
export TKDNN_CALIB_IMG_PATH=../demo/COCO_val2017/all_images.txt
echo -e "${ORANGE}Test INT8${NC}"
fi
export TKDNN_BATCHSIZE=2
echo -e "${ORANGE}Batch $TKDNN_BATCHSIZE ${NC}"
test_net mnist
# ./test_imuodom &>> $out_file
# print_output $? imuodom
test_net yolo4
test_net yolo4-csp
test_net yolo4x
test_net yolo4_berkeley
test_net yolo4tiny
test_net yolo3
test_net yolo3_berkeley
test_net yolo3_coco4
test_net yolo3_flir
test_net yolo3_512
test_net yolo3tiny
test_net yolo3tiny_512
test_net yolo2
test_net yolo2_voc
#test_net yolo2tiny
test_net csresnext50-panet-spp
#test_net csresnext50-panet-spp_berkeley
test_net resnet101_cnet
test_net dla34_cnet
test_net mobilenetv2ssd
test_net mobilenetv2ssd512
test_net bdd-mobilenetv2ssd
done
echo "If errors occured, check logfile $out_file"