deepsweep 0.0.1

Minimal REST server for ML experiment orchestration.

Create Job

cat <<EOF > tasks.ndjson                                                          
{"seed": 0}
{"seed": 1}
{"seed": 2}
EOF

curl -X POST --data-binary @tasks.ndjson http://localhost:13338/jobs/cartpole_sweep

From pipe:

cat tasks.ndjson | curl -X POST --data-binary @- http://localhost:13338/jobs/cartpole_sweep

Take Task

curl -X POST http://localhost:13338/jobs/cartpole_sweep/tasks

Submit Result

curl -X POST -H 'Content-Type: application/json' --data '{"reward": 495.0}' http://localhost:13338/jobs/cartpole_sweep/tasks/1

Reset In-Progress

curl -X POST http://localhost:13338/jobs/cartpole_sweep/reset

Run on Server (behind VPN)

docker run -itd --restart unless-stopped --rm --name sweep -p 10.8.0.1:13338:13338 rltools/sweep