asynchronous_rl's People
asynchronous_rl's Issues
Breakout performance - timesteps/time?
Hi,
I have been trying to train your a3c model on breakout game.
I am running it on a p2.xlarge instance and the params I am using are:
tmax: 40m
num_concurrent: 16
everything else is default
I have changed the network from a NIPS network to a NATURE network (has to give better performance).
I have a few questions that I wanted to ask! :)
-
So far, the model has been running for 4m global timesteps (self.T) /300k actor_learner_thread timesteps (counter). In your results, you have posted your breakout results after "10m" timesteps - which timestep are you referring to? is the local one or the global one?
-
I am training on a NVIDIA K80 (p2.xl instance), I am only able to run about 330k global time steps (self.T) in 1 hr - isn't that a bit slow? any comments on this?
-
Do you have any saved plot/tensorboard data for training/testing you have done?
Thank you!
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