180 lines
12 KiB
Bash
180 lines
12 KiB
Bash
#!/bin/bash
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source test_tipc/utils_func.sh
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FILENAME=$1
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# MODE be one of ['lite_train_lite_infer' 'lite_train_whole_infer'
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# 'whole_train_whole_infer', 'whole_infer', 'klquant_whole_infer',
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# 'cpp_infer', 'serving_infer', 'lite_infer', 'paddle2onnx_infer']
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MODE=$2
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# parse params
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dataline=$(cat ${FILENAME})
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IFS=$'\n'
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lines=(${dataline})
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# The training params
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model_name=$(func_parser_value "${lines[1]}")
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python=$(func_parser_value "${lines[2]}")
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if [ ${MODE} = "whole_train_whole_infer" ];then
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mv ./dataset/coco/download_coco.py . && rm -rf ./dataset/coco/* && mv ./download_coco.py ./dataset/coco/
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# prepare whole training data
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eval "${python} ./dataset/coco/download_coco.py"
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elif [ ${MODE} = "cpp_infer" ];then
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# download coco lite data
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wget -nc -P ./dataset/coco/ https://paddledet.bj.bcebos.com/data/tipc/coco_tipc.tar --no-check-certificate
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cd ./dataset/coco/ && tar -xvf coco_tipc.tar && mv -n coco_tipc/* .
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rm -rf coco_tipc/ && cd ../../
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# download wider_face lite data
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wget -nc -P ./dataset/wider_face/ https://paddledet.bj.bcebos.com/data/tipc/wider_tipc.tar --no-check-certificate
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cd ./dataset/wider_face/ && tar -xvf wider_tipc.tar && mv -n wider_tipc/* .
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rm -rf wider_tipc/ && cd ../../
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# download spine lite data
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wget -nc -P ./dataset/spine_coco/ https://paddledet.bj.bcebos.com/data/tipc/spine_tipc.tar --no-check-certificate
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cd ./dataset/spine_coco/ && tar -xvf spine_tipc.tar && mv -n spine_tipc/* .
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rm -rf spine_tipc/ && cd ../../
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if [[ ${model_name} =~ "s2anet" ]]; then
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cd ./ppdet/ext_op && eval "${python} setup.py install"
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cd ../../
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elif [[ ${model_name} =~ "tinypose" ]]; then
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wget -nc -P ./output_inference/ https://bj.bcebos.com/v1/paddledet/models/keypoint/picodet_s_320_pedestrian.tar --no-check-certificate
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cd ./output_inference/ && tar -xvf picodet_s_320_pedestrian.tar
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cd ../
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fi
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# download KL model
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if [[ ${model_name} = "picodet_lcnet_1_5x_416_coco_KL" ]]; then
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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
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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/* .
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cd ../../
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elif [[ ${model_name} = "ppyoloe_crn_s_300e_coco_KL" ]]; then
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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
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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/* .
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cd ../../
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elif [[ ${model_name} = "ppyolo_mbv3_large_coco_KL" ]]; then
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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
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cd ./output_inference/ppyolo_mbv3_large_coco_KL/ && tar -xvf ppyolo_mbv3_large_ptq.tar && mv -n ppyolo_mbv3_large_ptq/* .
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cd ../../
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elif [[ ${model_name} = "mask_rcnn_r50_fpn_1x_coco_KL" ]]; then
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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
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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/* .
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cd ../../
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elif [[ ${model_name} = "tinypose_128x96_KL" ]]; then
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wget -nc -P ./output_inference/tinypose_128x96_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_ptq.tar --no-check-certificate
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cd ./output_inference/tinypose_128x96_KL/ && tar -xvf tinypose_128x96_ptq.tar && mv -n tinypose_128x96_ptq/* .
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cd ../../
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fi
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# download mot lite data
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wget -nc -P ./dataset/mot/ https://paddledet.bj.bcebos.com/data/tipc/mot_tipc.tar --no-check-certificate
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cd ./dataset/mot/ && tar -xvf mot_tipc.tar && mv -n mot_tipc/* .
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rm -rf mot_tipc/ && cd ../../
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opencv_dir=$(func_parser_value "${lines[15]}")
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# prepare opencv
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cd ./deploy/cpp
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if [ ${opencv_dir} = "default" ] || [ ${opencv_dir} = "null" ]; then
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if [ -d "deps/opencv-3.4.16_gcc8.2_ffmpeg/" ]; then
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echo "################### Opencv already exists, skip downloading. ###################"
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else
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mkdir -p $(pwd)/deps && cd $(pwd)/deps
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wget -c https://paddledet.bj.bcebos.com/data/opencv-3.4.16_gcc8.2_ffmpeg.tar.gz --no-check-certificate
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tar -xvf opencv-3.4.16_gcc8.2_ffmpeg.tar.gz && cd ../
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echo "################### Finish downloading opencv. ###################"
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fi
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fi
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cd ../../
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elif [ ${MODE} = "benchmark_train" ];then
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pip install -U pip
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pip install Cython
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pip install -r requirements.txt
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if [[ ${model_name} =~ "higherhrnet" ]] || [[ ${model_name} =~ "hrnet" ]] || [[ ${model_name} =~ "tinypose" ]];then
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wget -nc -P ./dataset/ https://bj.bcebos.com/v1/paddledet/data/coco.tar --no-check-certificate
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cd ./dataset/ && tar -xf coco.tar
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ls ./coco/
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cd ../
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pip3 install opencv-python==4.5.2.54
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elif [[ ${model_name} =~ "ppyoloe_r_crn_s_3x_spine_coco" ]];then
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wget -nc -P ./dataset/spine_coco/ https://paddledet.bj.bcebos.com/data/tipc/spine_coco_tipc.tar --no-check-certificate
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cd ./dataset/spine_coco/ && tar -xvf spine_coco_tipc.tar && mv -n spine_coco_tipc/* .
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rm -rf spine_coco_tipc/ && cd ../../
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cd ./ppdet/ext_op && eval "${python} setup.py install"
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cd ../../
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else
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# prepare lite benchmark coco data
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wget -nc -P ./dataset/coco/ https://bj.bcebos.com/v1/paddledet/data/cocomini.zip --no-check-certificate
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cd ./dataset/coco/ && unzip cocomini.zip
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mv -u cocomini/* ./
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ls ./
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cd ../../
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# prepare lite benchmark mot data
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wget -nc -P ./dataset/mot/ https://paddledet.bj.bcebos.com/data/mot_benchmark.tar --no-check-certificate
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cd ./dataset/mot/ && tar -xf mot_benchmark.tar
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mv -u mot_benchmark/* ./
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ls ./
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cd ../../
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fi
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elif [ ${MODE} = "paddle2onnx_infer" ];then
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# install paddle2onnx
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${python} -m pip install paddle2onnx
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${python} -m pip install onnx onnxruntime
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elif [ ${MODE} = "serving_infer" ];then
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unset https_proxy http_proxy
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# download coco lite data
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wget -nc -P ./dataset/coco/ https://paddledet.bj.bcebos.com/data/tipc/coco_tipc.tar --no-check-certificate
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cd ./dataset/coco/ && tar -xvf coco_tipc.tar && mv -n coco_tipc/* .
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rm -rf coco_tipc/ && cd ../../
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# download KL model
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if [[ ${model_name} = "picodet_lcnet_1_5x_416_coco_KL" ]]; then
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wget -nc -P ./output_inference/picodet_lcnet_1_5x_416_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/picodet_lcnet_1_5x_416_coco_ptq.tar --no-check-certificate
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cd ./output_inference/picodet_lcnet_1_5x_416_coco_KL/ && tar -xvf picodet_lcnet_1_5x_416_coco_ptq.tar && mv -n picodet_lcnet_1_5x_416_coco_ptq/* .
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cd ../../
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eval "${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"
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elif [[ ${model_name} = "ppyoloe_crn_s_300e_coco_KL" ]]; then
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wget -nc -P ./output_inference/ppyoloe_crn_s_300e_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/ppyoloe_crn_s_300e_coco_ptq.tar --no-check-certificate
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cd ./output_inference/ppyoloe_crn_s_300e_coco_KL/ && tar -xvf ppyoloe_crn_s_300e_coco_ptq.tar && mv -n ppyoloe_crn_s_300e_coco_ptq/* .
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cd ../../
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eval "${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"
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elif [[ ${model_name} = "ppyolo_mbv3_large_coco_KL" ]]; then
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wget -nc -P ./output_inference/ppyolo_mbv3_large_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/ppyolo_mbv3_large_ptq.tar --no-check-certificate
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cd ./output_inference/ppyolo_mbv3_large_coco_KL/ && tar -xvf ppyolo_mbv3_large_ptq.tar && mv -n ppyolo_mbv3_large_ptq/* .
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cd ../../
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eval "${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"
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elif [[ ${model_name} = "mask_rcnn_r50_fpn_1x_coco_KL" ]]; then
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wget -nc -P ./output_inference/mask_rcnn_r50_fpn_1x_coco_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/mask_rcnn_r50_fpn_1x_coco_ptq.tar --no-check-certificate
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cd ./output_inference/mask_rcnn_r50_fpn_1x_coco_KL/ && tar -xvf mask_rcnn_r50_fpn_1x_coco_ptq.tar && mv -n mask_rcnn_r50_fpn_1x_coco_ptq/* .
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cd ../../
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eval "${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"
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elif [[ ${model_name} = "tinypose_128x96_KL" ]]; then
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wget -nc -P ./output_inference/tinypose_128x96_KL/ https://bj.bcebos.com/v1/paddledet/data/tipc/models/tinypose_128x96_ptq.tar --no-check-certificate
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cd ./output_inference/tinypose_128x96_KL/ && tar -xvf tinypose_128x96_ptq.tar && mv -n tinypose_128x96_ptq/* .
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cd ../../
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eval "${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"
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fi
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else
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# download coco lite data
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wget -nc -P ./dataset/coco/ https://paddledet.bj.bcebos.com/data/tipc/coco_tipc.tar --no-check-certificate
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cd ./dataset/coco/ && tar -xvf coco_tipc.tar && mv -n coco_tipc/* .
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rm -rf coco_tipc/ && cd ../../
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# download wider_face lite data
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wget -nc -P ./dataset/wider_face/ https://paddledet.bj.bcebos.com/data/tipc/wider_tipc.tar --no-check-certificate
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cd ./dataset/wider_face/ && tar -xvf wider_tipc.tar && mv -n wider_tipc/* .
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rm -rf wider_tipc/ && cd ../../
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# download spine_coco lite data
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wget -nc -P ./dataset/spine_coco/ https://paddledet.bj.bcebos.com/data/tipc/spine_coco_tipc.tar --no-check-certificate
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cd ./dataset/spine_coco/ && tar -xvf spine_coco_tipc.tar && mv -n spine_coco_tipc/* .
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rm -rf spine_coco_tipc/ && cd ../../
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if [[ ${model_name} =~ "s2anet" ]]; then
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cd ./ppdet/ext_op && eval "${python} setup.py install"
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cd ../../
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elif [[ ${model_name} =~ "ppyoloe_r_crn_s_3x_spine_coco" ]]; then
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cd ./ppdet/ext_op && eval "${python} setup.py install"
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cd ../../
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elif [[ ${model_name} =~ "fcosr_x50_3x_spine_coco" ]]; then
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cd ./ppdet/ext_op && eval "${python} setup.py install"
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cd ../../
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fi
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# download mot lite data
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wget -nc -P ./dataset/mot/ https://paddledet.bj.bcebos.com/data/tipc/mot_tipc.tar --no-check-certificate
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cd ./dataset/mot/ && tar -xvf mot_tipc.tar && mv -n mot_tipc/* .
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rm -rf mot_tipc/ && cd ../../
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fi
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