car-detection-bayes/utils/gcp.sh

41 lines
2.1 KiB
Bash
Raw Normal View History

2018-08-26 08:51:39 +00:00
#!/usr/bin/env bash
2019-02-20 22:21:42 +00:00
# New VM
2019-12-09 00:36:52 +00:00
rm -rf sample_data yolov3
2019-03-25 17:35:39 +00:00
git clone https://github.com/ultralytics/yolov3
2020-04-21 19:31:37 +00:00
# git clone -b test --depth 1 https://github.com/ultralytics/yolov3 test # branch
2020-02-03 07:35:03 +00:00
# sudo apt-get install zip
2020-01-04 19:36:36 +00:00
#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
2019-12-09 00:34:01 +00:00
sudo conda install -yc conda-forge scikit-image pycocotools
2020-03-16 22:36:56 +00:00
# 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')"
2020-02-03 07:35:03 +00:00
python3 -c "from yolov3.utils.google_utils import gdrive_download; gdrive_download('1C3HewOG9akA3y456SZLBJZfNDPkBwAto','knife.zip')"
python3 -c "from yolov3.utils.google_utils import gdrive_download; gdrive_download('13g3LqdpkNE8sPosVJT6KFXlfoMypzRP4','sm4.zip')"
2020-02-21 23:11:11 +00:00
sudo shutdown
2019-02-20 22:21:42 +00:00
2020-01-02 06:44:21 +00:00
# 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
2020-01-02 20:39:20 +00:00
cp -r coco /mnt/disks/nvme0n1
2020-01-02 06:44:21 +00:00
2020-01-18 01:52:28 +00:00
# Kill All
2020-04-21 19:31:37 +00:00
t=ultralytics/yolov3:v1
2020-01-14 06:19:45 +00:00
docker kill $(docker ps -a -q --filter ancestor=$t)
2020-01-27 21:08:20 +00:00
# Evolve coco
sudo -s
2020-02-21 23:11:11 +00:00
t=ultralytics/yolov3:evolve
# docker kill $(docker ps -a -q --filter ancestor=$t)
for i in 0 1 6 7
2020-01-27 21:08:20 +00:00
do
2020-01-29 18:30:13 +00:00
docker pull $t && docker run --gpus all -d --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t bash utils/evolve.sh $i
2020-02-03 07:35:03 +00:00
sleep 30
2020-01-14 06:19:45 +00:00
done
2019-12-21 20:00:16 +00:00
2020-04-21 19:31:37 +00:00
#COCO training
2020-04-28 22:06:33 +00:00
n=131 && t=ultralytics/coco:v131 && sudo docker pull $t && sudo docker run -it --gpus all --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 train.py --data coco2014.data --img-size 320 640 --epochs 300 --batch 16 --weights '' --device 0 --cfg yolov3-spp.cfg --bucket ult/coco --name $n && sudo shutdown
n=132 && t=ultralytics/coco:v131 && sudo docker pull $t && sudo docker run -it --gpus all --ipc=host -v "$(pwd)"/coco:/usr/src/coco $t python3 train.py --data coco2014.data --img-size 320 640 --epochs 300 --batch 64 --weights '' --device 0 --cfg yolov3-tiny.cfg --bucket ult/coco --name $n && sudo shutdown