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[RLlib] Don't add a cpu to bundle for learner when using gpu #35529

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merged 17 commits into from
May 23, 2023
Merged

[RLlib] Don't add a cpu to bundle for learner when using gpu #35529

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bce003e
Initial commit
avnishn May 18, 2023
1a0c244
Don't add a cpu to bundle for learner when using gpu
avnishn May 18, 2023
0b75bf6
Fix indentation
avnishn May 18, 2023
d7ab6e4
Fix indentation
avnishn May 19, 2023
9ba46de
Move ppo kl infinite check to avoid tensorflow autograph errors
avnishn May 21, 2023
162470a
Release test cluster only has 2 gpus not 4, reduce number of gpus to …
avnishn May 21, 2023
668899d
Address comments
avnishn May 21, 2023
517f5c1
Add resource resolution back in
avnishn May 22, 2023
8a7954d
Merge branch 'master' of https://github.com/ray-project/ray into modi…
avnishn May 22, 2023
1a7820e
Make level with master, fix docstring
avnishn May 22, 2023
fa97a46
Configure the mulit agent cartpole ppo example to use resources more …
avnishn May 22, 2023
a81170f
Address lint
avnishn May 22, 2023
b2804d0
Reduce num cpus used for ci
avnishn May 22, 2023
c496c34
Move kl check out of traced update, torch, tf
avnishn May 22, 2023
b3b7c8f
Reduce num rollout workers
avnishn May 23, 2023
b2c947f
Merge branch 'master' of https://github.com/ray-project/ray into modi…
avnishn May 23, 2023
d199063
Remove inf kl changes in favor of svens
avnishn May 23, 2023
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Reduce num rollout workers 
Signed-off-by: Avnish <[email protected]>
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@avnishn
avnishn committed May 23, 2023
commit b3b7c8f801b7709ab3ae50bfa38b4fe390515fbf
2 changes: 1 addition & 1 deletion rllib/examples/learner/multi_agent_cartpole_ppo.py
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Expand Up @@ -95,7 +95,7 @@ def policy_mapping_fn(agent_id, episode, worker, **kwargs):

config = (
PPOConfig()
.rollouts(rollout_fragment_length="auto", num_rollout_workers=6)
.rollouts(rollout_fragment_length="auto", num_rollout_workers=3)
.environment(MultiAgentCartPole, env_config={"num_agents": args.num_agents})
.framework(args.framework)
.training(num_sgd_iter=10, sgd_minibatch_size=2**9, train_batch_size=2**12)
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