Add docker and cloud integration #22
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This PR adds the docker integration. Now you can do
poetry run python -m cleanrl_utils.submit_exp \ --docker-tag vwxyzjn/gym-microrts-n:latest \ --command "cd experiments; poetry run python ppo_gridnet.py --prod-mode" \ --build --push poetry run python -m cleanrl_utils.submit_exp \ --docker-tag vwxyzjn/gym-microrts-n:latest \ --command "cd experiments; poetry run python ppo_gridnet.py --prod-mode" \ --job-queue g4dn-xlarge \ --num-seed 1 \ --num-vcpu 3 \ --num-gpu 1 \ --num-memory 15000 \ --num-hours 48.0 \ --provider aws poetry run python -m cleanrl_utils.submit_exp \ --docker-tag vwxyzjn/gym-microrts-n:latest \ --command "cd experiments; poetry run python ppo_gridnet.py --prod-mode" \ --job-queue g4dn-xlarge-spot \ --num-seed 1 \ --num-vcpu 3 \ --num-gpu 1 \ --num-memory 15000 \ --num-hours 48.0 \ --provider awsSee https://docs.cleanrl.dev/cloud/submit-experiments/ for docs
This PR results in the following report: https://wandb.ai/costa-huang/gym-microrts/reports/Shaped-Return-vs-Trueskill--VmlldzoxMTk3MzU2