Docker

Source: Notion | Last edited: 2025-09-11 | ID: b844ff3d-3e5...

Dev machine

Mac

export imageName=eonlabsteam/ml-tf2:torch
export containerName=tf25

cd ~/Repository/DeepTrade
docker container run --net=host --platform linux/amd64 --shm-size=1g --ulimit memlock=-1 --ulimit stack=67108864 -it --name ${containerName} -h ${containerName} -v $(pwd):/DeepTrade -v ~/.aws/credentials:/root/.aws/credentials ${imageName}

cd ~/Repositories/ ${deepTradeDir}/DeepTrade-ZL && sudo docker container run --net=host --gpus device=$ {deepTradeDir: -1} —shm-size=1g —ulimit memlock=-1 —ulimit stack=67108864 -it —name ${containerName} -h$ {containerName} -v $(pwd):/DeepTrade-ZL -v$ (pwd)/../Deeptrade-Dataset:/Deeptrade-Dataset -v ~/.aws/credentials:/root/.aws/credentials ${imageName}:aws-linux-amd64

cd ~/Repository/el-nigma/docker
export TAG=eonlabsteam/tf25pt20:
docker buildx build --platform linux/amd64,linux/arm64 -t ${TAG} .

创建container

export containerName=tf25pt20
export imageName=eonlabsteam/tf25pt20

docker container run --net=host  --shm-size=1g --ulimit memlock=-1 --ulimit stack=67108864 -it --name ${containerName} -h ${containerName} -v $(pwd):/DeepTrade -v ~/.aws/credentials:/root/.aws/credentials ${imageName}

训练

export AWS_PROFILE=el-prod
export AWS_REGION=us-west-2
export EXCHANGE_KLINE_TABLE_NAME=ZL-Klines

python -m src.continuous_training --market crypto --pred_intervals 2h 90m --model_type tensorflow