#!/bin/bash source test_tipc/utils_func.sh FILENAME=$1 # MODE be one of ['lite_train_lite_infer' 'lite_train_whole_infer' # 'whole_train_whole_infer', 'whole_infer', 'klquant_whole_infer', # 'cpp_infer', 'serving_infer', 'lite_infer', 'paddle2onnx_infer'] MODE=$2 # parse params dataline=$(cat ${FILENAME}) IFS=$'\n' lines=(${dataline}) # The training params model_name=$(func_parser_value "${lines[1]}") python=$(func_parser_value "${lines[2]}") if [ ${MODE} = "whole_train_whole_infer" ];then mv ./dataset/coco/download_coco.py . && rm -rf ./dataset/coco/* && mv ./download_coco.py ./dataset/coco/ # prepare whole training data eval "${python} ./dataset/coco/download_coco.py" elif [ ${MODE} = "cpp_infer" ];then # download coco lite data wget -nc -P ./dataset/coco/ https://paddledet.bj.bcebos.com/data/tipc/coco_tipc.tar --no-check-certificate cd ./dataset/coco/ && tar -xvf coco_tipc.tar && mv -n coco_tipc/* . rm -rf coco_tipc/ && cd ../../ # download wider_face lite data wget -nc -P ./dataset/wider_face/ https://paddledet.bj.bcebos.com/data/tipc/wider_tipc.tar --no-check-certificate cd ./dataset/wider_face/ && tar -xvf wider_tipc.tar && mv -n wider_tipc/* . rm -rf wider_tipc/ && cd ../../ # download spine lite data wget -nc -P ./dataset/spine_coco/ https://paddledet.bj.bcebos.com/data/tipc/spine_tipc.tar --no-check-certificate cd ./dataset/spine_coco/ && tar -xvf spine_tipc.tar && mv -n spine_tipc/* . rm -rf spine_tipc/ && cd ../../ if [[ ${model_name} =~ "s2anet" ]]; then cd ./ppdet/ext_op && eval "${python} setup.py install" cd ../../ elif [[ ${model_name} =~ "tinypose" ]]; then wget -nc -P ./output_inference/ https://bj.bcebos.com/v1/paddledet/models/keypoint/picodet_s_320_pedestrian.tar --no-check-certificate cd ./output_inference/ && tar -xvf picodet_s_320_pedestrian.tar cd ../ fi # download KL model if [[ ${model_name} = "picodet_lcnet_1_5x_416_coco_KL" ]]; then wget -nc -P ./output_inference/picodet_lcnet_1_5x_416_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/picodet_lcnet_1_5x_416_coco_ptq.tar --no-check-certificate cd ./output_inference/picodet_lcnet_1_5x_416_coco_KL/ && tar -xvf picodet_lcnet_1_5x_416_coco_ptq.tar && mv -n picodet_lcnet_1_5x_416_coco_ptq/* . cd ../../ elif [[ ${model_name} = "ppyoloe_crn_s_300e_coco_KL" ]]; then wget -nc -P ./output_inference/ppyoloe_crn_s_300e_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/ppyoloe_crn_s_300e_coco_ptq.tar --no-check-certificate cd ./output_inference/ppyoloe_crn_s_300e_coco_KL/ && tar -xvf ppyoloe_crn_s_300e_coco_ptq.tar && mv -n ppyoloe_crn_s_300e_coco_ptq/* . cd ../../ elif [[ ${model_name} = "ppyolo_mbv3_large_coco_KL" ]]; then wget -nc -P ./output_inference/ppyolo_mbv3_large_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/ppyolo_mbv3_large_ptq.tar --no-check-certificate cd ./output_inference/ppyolo_mbv3_large_coco_KL/ && tar -xvf ppyolo_mbv3_large_ptq.tar && mv -n ppyolo_mbv3_large_ptq/* . cd ../../ elif [[ ${model_name} = "mask_rcnn_r50_fpn_1x_coco_KL" ]]; then wget -nc -P ./output_inference/mask_rcnn_r50_fpn_1x_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/mask_rcnn_r50_fpn_1x_coco_ptq.tar --no-check-certificate cd ./output_inference/mask_rcnn_r50_fpn_1x_coco_KL/ && tar -xvf mask_rcnn_r50_fpn_1x_coco_ptq.tar && mv -n mask_rcnn_r50_fpn_1x_coco_ptq/* . cd ../../ elif [[ ${model_name} = "tinypose_128x96_KL" ]]; then wget -nc -P ./output_inference/tinypose_128x96_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_ptq.tar --no-check-certificate cd ./output_inference/tinypose_128x96_KL/ && tar -xvf tinypose_128x96_ptq.tar && mv -n tinypose_128x96_ptq/* . cd ../../ fi # download mot lite data wget -nc -P ./dataset/mot/ https://paddledet.bj.bcebos.com/data/tipc/mot_tipc.tar --no-check-certificate cd ./dataset/mot/ && tar -xvf mot_tipc.tar && mv -n mot_tipc/* . rm -rf mot_tipc/ && cd ../../ opencv_dir=$(func_parser_value "${lines[15]}") # prepare opencv cd ./deploy/cpp if [ ${opencv_dir} = "default" ] || [ ${opencv_dir} = "null" ]; then if [ -d "deps/opencv-3.4.16_gcc8.2_ffmpeg/" ]; then echo "################### Opencv already exists, skip downloading. ###################" else mkdir -p $(pwd)/deps && cd $(pwd)/deps wget -c https://paddledet.bj.bcebos.com/data/opencv-3.4.16_gcc8.2_ffmpeg.tar.gz --no-check-certificate tar -xvf opencv-3.4.16_gcc8.2_ffmpeg.tar.gz && cd ../ echo "################### Finish downloading opencv. ###################" fi fi cd ../../ elif [ ${MODE} = "benchmark_train" ];then pip install -U pip pip install Cython pip install -r requirements.txt if [[ ${model_name} =~ "higherhrnet" ]] || [[ ${model_name} =~ "hrnet" ]] || [[ ${model_name} =~ "tinypose" ]];then wget -nc -P ./dataset/ https://bj.bcebos.com/v1/paddledet/data/coco.tar --no-check-certificate cd ./dataset/ && tar -xf coco.tar ls ./coco/ cd ../ elif [[ ${model_name} =~ "ppyoloe_r_crn_s_3x_spine_coco" ]];then wget -nc -P ./dataset/spine_coco/ https://paddledet.bj.bcebos.com/data/tipc/spine_coco_tipc.tar --no-check-certificate cd ./dataset/spine_coco/ && tar -xvf spine_coco_tipc.tar && mv -n spine_coco_tipc/* . rm -rf spine_coco_tipc/ && cd ../../ cd ./ppdet/ext_op && eval "${python} setup.py install" cd ../../ else # prepare lite benchmark coco data wget -nc -P ./dataset/coco/ https://bj.bcebos.com/v1/paddledet/data/cocomini.zip --no-check-certificate cd ./dataset/coco/ && unzip cocomini.zip mv -u cocomini/* ./ ls ./ cd ../../ # prepare lite benchmark mot data wget -nc -P ./dataset/mot/ https://paddledet.bj.bcebos.com/data/mot_benchmark.tar --no-check-certificate cd ./dataset/mot/ && tar -xf mot_benchmark.tar mv -u mot_benchmark/* ./ ls ./ cd ../../ fi elif [ ${MODE} = "paddle2onnx_infer" ];then # install paddle2onnx ${python} -m pip install paddle2onnx ${python} -m pip install onnx onnxruntime elif [ ${MODE} = "serving_infer" ];then unset https_proxy http_proxy # download coco lite data wget -nc -P ./dataset/coco/ https://paddledet.bj.bcebos.com/data/tipc/coco_tipc.tar --no-check-certificate cd ./dataset/coco/ && tar -xvf coco_tipc.tar && mv -n coco_tipc/* . rm -rf coco_tipc/ && cd ../../ # download KL model if [[ ${model_name} = "picodet_lcnet_1_5x_416_coco_KL" ]]; then wget -nc -P ./output_inference/picodet_lcnet_1_5x_416_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/picodet_lcnet_1_5x_416_coco_ptq.tar --no-check-certificate cd ./output_inference/picodet_lcnet_1_5x_416_coco_KL/ && tar -xvf picodet_lcnet_1_5x_416_coco_ptq.tar && mv -n picodet_lcnet_1_5x_416_coco_ptq/* . cd ../../ eval "${python} -m paddle_serving_client.convert --dirname output_inference/picodet_lcnet_1_5x_416_coco_KL/ --model_filename model.pdmodel --params_filename model.pdiparams --serving_server output_inference/picodet_lcnet_1_5x_416_coco_KL/serving_server --serving_client output_inference/picodet_lcnet_1_5x_416_coco_KL/serving_client" elif [[ ${model_name} = "ppyoloe_crn_s_300e_coco_KL" ]]; then wget -nc -P ./output_inference/ppyoloe_crn_s_300e_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/ppyoloe_crn_s_300e_coco_ptq.tar --no-check-certificate cd ./output_inference/ppyoloe_crn_s_300e_coco_KL/ && tar -xvf ppyoloe_crn_s_300e_coco_ptq.tar && mv -n ppyoloe_crn_s_300e_coco_ptq/* . cd ../../ eval "${python} -m paddle_serving_client.convert --dirname output_inference/ppyoloe_crn_s_300e_coco_KL/ --model_filename model.pdmodel --params_filename model.pdiparams --serving_server output_inference/ppyoloe_crn_s_300e_coco_KL/serving_server --serving_client output_inference/ppyoloe_crn_s_300e_coco_KL/serving_client" elif [[ ${model_name} = "ppyolo_mbv3_large_coco_KL" ]]; then wget -nc -P ./output_inference/ppyolo_mbv3_large_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/ppyolo_mbv3_large_ptq.tar --no-check-certificate cd ./output_inference/ppyolo_mbv3_large_coco_KL/ && tar -xvf ppyolo_mbv3_large_ptq.tar && mv -n ppyolo_mbv3_large_ptq/* . cd ../../ eval "${python} -m paddle_serving_client.convert --dirname output_inference/ppyolo_mbv3_large_coco_KL/ --model_filename model.pdmodel --params_filename model.pdiparams --serving_server output_inference/ppyolo_mbv3_large_coco_KL/serving_server --serving_client output_inference/ppyolo_mbv3_large_coco_KL/serving_client" elif [[ ${model_name} = "mask_rcnn_r50_fpn_1x_coco_KL" ]]; then wget -nc -P ./output_inference/mask_rcnn_r50_fpn_1x_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/mask_rcnn_r50_fpn_1x_coco_ptq.tar --no-check-certificate cd ./output_inference/mask_rcnn_r50_fpn_1x_coco_KL/ && tar -xvf mask_rcnn_r50_fpn_1x_coco_ptq.tar && mv -n mask_rcnn_r50_fpn_1x_coco_ptq/* . cd ../../ eval "${python} -m paddle_serving_client.convert --dirname output_inference/mask_rcnn_r50_fpn_1x_coco_KL/ --model_filename model.pdmodel --params_filename model.pdiparams --serving_server output_inference/mask_rcnn_r50_fpn_1x_coco_KL/serving_server --serving_client output_inference/mask_rcnn_r50_fpn_1x_coco_KL/serving_client" elif [[ ${model_name} = "tinypose_128x96_KL" ]]; then wget -nc -P ./output_inference/tinypose_128x96_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_ptq.tar --no-check-certificate cd ./output_inference/tinypose_128x96_KL/ && tar -xvf tinypose_128x96_ptq.tar && mv -n tinypose_128x96_ptq/* . cd ../../ eval "${python} -m paddle_serving_client.convert --dirname output_inference/tinypose_128x96_KL/ --model_filename model.pdmodel --params_filename model.pdiparams --serving_server output_inference/tinypose_128x96_KL/serving_server --serving_client output_inference/tinypose_128x96_KL/serving_client" fi else # download coco lite data wget -nc -P ./dataset/coco/ https://paddledet.bj.bcebos.com/data/tipc/coco_tipc.tar --no-check-certificate cd ./dataset/coco/ && tar -xvf coco_tipc.tar && mv -n coco_tipc/* . rm -rf coco_tipc/ && cd ../../ # download wider_face lite data wget -nc -P ./dataset/wider_face/ https://paddledet.bj.bcebos.com/data/tipc/wider_tipc.tar --no-check-certificate cd ./dataset/wider_face/ && tar -xvf wider_tipc.tar && mv -n wider_tipc/* . rm -rf wider_tipc/ && cd ../../ # download spine_coco lite data wget -nc -P ./dataset/spine_coco/ https://paddledet.bj.bcebos.com/data/tipc/spine_coco_tipc.tar --no-check-certificate cd ./dataset/spine_coco/ && tar -xvf spine_coco_tipc.tar && mv -n spine_coco_tipc/* . rm -rf spine_coco_tipc/ && cd ../../ if [[ ${model_name} =~ "s2anet" ]]; then cd ./ppdet/ext_op && eval "${python} setup.py install" cd ../../ elif [[ ${model_name} =~ "ppyoloe_r_crn_s_3x_spine_coco" ]]; then cd ./ppdet/ext_op && eval "${python} setup.py install" cd ../../ elif [[ ${model_name} =~ "fcosr_x50_3x_spine_coco" ]]; then cd ./ppdet/ext_op && eval "${python} setup.py install" cd ../../ fi # download mot lite data wget -nc -P ./dataset/mot/ https://paddledet.bj.bcebos.com/data/tipc/mot_tipc.tar --no-check-certificate cd ./dataset/mot/ && tar -xvf mot_tipc.tar && mv -n mot_tipc/* . rm -rf mot_tipc/ && cd ../../ fi