ray/rllib/tuned_examples/atari-impala-large.yaml
Eric Liang dd70720578
[rllib] Rename sample_batch_size => rollout_fragment_length (#7503)
* bulk rename

* deprecation warn

* update doc

* update fig

* line length

* rename

* make pytest comptaible

* fix test

* fi sys

* rename

* wip

* fix more

* lint

* update svg

* comments

* lint

* fix use of batch steps
2020-03-14 12:05:04 -07:00

22 lines
589 B
YAML

# Runs on a g3.16xl node with 5 m5.24xl workers
# Takes roughly 10 minutes.
atari-impala:
env:
grid_search:
- BreakoutNoFrameskip-v4
- BeamRiderNoFrameskip-v4
- QbertNoFrameskip-v4
- SpaceInvadersNoFrameskip-v4
run: IMPALA
stop:
timesteps_total: 3000000
config:
rollout_fragment_length: 50
train_batch_size: 500
num_workers: 128
num_envs_per_worker: 5
clip_rewards: True
lr_schedule: [
[0, 0.0005],
[20000000, 0.000000000001],
]