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updates

This commit is contained in:
Glenn Jocher 2020-01-01 22:44:21 -08:00
parent d92b75aec8
commit 77850a2198
1 changed files with 13 additions and 3 deletions
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16
utils/gcp.sh
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@ -6,7 +6,7 @@ git clone https://github.com/ultralytics/yolov3
git clone https://github.com/NVIDIA/apex && cd apex && pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" . --user && cd .. && rm -rf apex git clone https://github.com/NVIDIA/apex && cd apex && pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" . --user && cd .. && rm -rf apex
sudo conda install -yc conda-forge scikit-image pycocotools sudo conda install -yc conda-forge scikit-image pycocotools
python3 -c "from yolov3.utils.google_utils import gdrive_download; gdrive_download('193Zp_ye-3qXMonR1nZj3YyxMtQkMy50k','coco2014.zip')" python3 -c "from yolov3.utils.google_utils import gdrive_download; gdrive_download('193Zp_ye-3qXMonR1nZj3YyxMtQkMy50k','coco2014.zip')"
python3 -c "from yolov3.utils.google_utils import gdrive_download; gdrive_download('1WQT6SOktSe8Uw6r10-2JhbEhMY5DJaph','coco2017.zip')" # python3 -c "from yolov3.utils.google_utils import gdrive_download; gdrive_download('1WQT6SOktSe8Uw6r10-2JhbEhMY5DJaph','coco2017.zip')"
sudo shutdown sudo shutdown
# Re-clone # Re-clone
@ -17,6 +17,13 @@ bash yolov3/data/get_coco2017.sh
cd yolov3 cd yolov3
python3 test.py --weights ultralytics68.pt --task benchmark python3 test.py --weights ultralytics68.pt --task benchmark
# Mount local SSD
lsblk
sudo mkfs.ext4 -F /dev/nvme0n1
sudo mkdir -p /mnt/disks/nvme0n1
sudo mount /dev/nvme0n1 /mnt/disks/nvme0n1
sudo chmod a+w /mnt/disks/nvme0n1
# Train # Train
python3 train.py python3 train.py
@ -30,11 +37,11 @@ python3 detect.py
python3 test.py --save-json python3 test.py --save-json
# Evolve # Evolve
t=ultralytics/yolov3:v176 t=ultralytics/yolov3:v179
sudo docker kill $(sudo docker ps -a -q --filter ancestor=$t) sudo docker kill $(sudo docker ps -a -q --filter ancestor=$t)
for i in 0 for i in 0
do do
sudo docker pull $t && sudo nvidia-docker run -d --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t bash utils/evolve.sh $i sudo docker pull $t && sudo nvidia-docker run -it --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t bash utils/evolve.sh $i
sleep 10 sleep 10
done done
@ -216,5 +223,8 @@ t=ultralytics/yolov3:v175 && sudo docker pull $t && sudo nvidia-docker run -it -
t=ultralytics/yolov3:v177 && sudo docker pull $t && sudo nvidia-docker run -it --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 train.py --weights '' --img 416 --batch 22 --accum 3 --epochs 273 --pre --bucket yolov4 --name 177 --device 0 --nosave --data coco2014.data --multi t=ultralytics/yolov3:v177 && sudo docker pull $t && sudo nvidia-docker run -it --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 train.py --weights '' --img 416 --batch 22 --accum 3 --epochs 273 --pre --bucket yolov4 --name 177 --device 0 --nosave --data coco2014.data --multi
t=ultralytics/yolov3:v178 && sudo docker pull $t && sudo nvidia-docker run -it --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 train.py --weights '' --img 416 --batch 22 --accum 3 --epochs 273 --pre --bucket yolov4 --name 178 --device 0 --nosave --data coco2014.data --multi t=ultralytics/yolov3:v178 && sudo docker pull $t && sudo nvidia-docker run -it --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 train.py --weights '' --img 416 --batch 22 --accum 3 --epochs 273 --pre --bucket yolov4 --name 178 --device 0 --nosave --data coco2014.data --multi
t=ultralytics/yolov3:v179 && sudo docker pull $t && sudo nvidia-docker run -it --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 train.py --weights '' --img 416 --batch 22 --accum 3 --epochs 273 --pre --bucket yolov4 --name 179 --device 0 --nosave --data coco2014.data --multi --cfg yolov3s-18a.cfg
t=ultralytics/yolov3:v143 && sudo docker build -t $t . && sudo docker push $t t=ultralytics/yolov3:v143 && sudo docker build -t $t . && sudo docker push $t
t=ultralytics/yolov3:v179 && sudo docker pull $t && sudo nvidia-docker run -it --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 detect.py