simoninithomas/Deep_reinforcement_learning_Course

System hangs after running a while

rnunziata opened this issue · 1 comments

This may be related to memory issues that have been posted. I was running breakout and after a while it just hangs. When I try to restart from last checkpoint it does work but goes right into hang mode. was running RND Montezum but changed to run Breakout. I've attached compressed file of saved models

example output:


[Episode 707(3)] Step: 460  Reward: 16.0  Recent Reward: 17.17  Visited Room: [{}]
[Episode 705(1)] Step: 497  Reward: 17.0  Recent Reward: 16.69  Visited Room: [{}]
[Episode 702(2)] Step: 558  Reward: 12.0  Recent Reward: 16.64  Visited Room: [{}]
[Episode 692(5)] Step: 411  Reward: 15.0  Recent Reward: 16.45  Visited Room: [{}]
[Episode 729(0)] Step: 526  Reward: 18.0  Recent Reward: 16.85  Visited Room: [{}]
[Episode 685(4)] Step: 654  Reward: 16.0  Recent Reward: 16.24  Visited Room: [{}]
[Episode 703(2)] Step: 467  Reward: 16.0  Recent Reward: 16.7  Visited Room: [{}]
[Episode 728(6)] Step: 569  Reward: 19.0  Recent Reward: 17.59  Visited Room: [{}]
[Episode 708(3)] Step: 506  Reward: 17.0  Recent Reward: 17.09  Visited Room: [{}]
[Episode 706(1)] Step: 487  Reward: 16.0  Recent Reward: 16.61  Visited Room: [{}]
[Episode 730(0)] Step: 412  Reward: 11.0  Recent Reward: 16.86  Visited Room: [{}]
[Episode 693(5)] Step: 478  Reward: 16.0  Recent Reward: 16.42  Visited Room: [{}]
[Episode 707(1)] Step: 414  Reward: 15.0  Recent Reward: 16.67  Visited Room: [{}]
[Episode 729(6)] Step: 447  Reward: 16.0  Recent Reward: 17.6  Visited Room: [{}]
[Episode 709(3)] Step: 457  Reward: 16.0  Recent Reward: 17.15  Visited Room: [{}]
[Episode 686(4)] Step: 591  Reward: 20.0  Recent Reward: 16.25  Visited Room: [{}]
[Episode 704(2)] Step: 582  Reward: 19.0  Recent Reward: 16.72  Visited Room: [{}]
[Episode 694(5)] Step: 362  Reward: 10.0  Recent Reward: 16.44  Visited Room: [{}]
[Episode 731(0)] Step: 403  Reward: 15.0  Recent Reward: 16.82  Visited Room: [{}]
[Episode 730(6)] Step: 361  Reward: 6.0  Recent Reward: 17.52  Visited Room: [{}]
[Episode 708(1)] Step: 503  Reward: 17.0  Recent Reward: 16.75  Visited Room: [{}]
Starting Checkpoint: 
Num Step:  128
Now Global Step :3136000
Ending Checkpoint: 
[Episode 695(5)] Step: 437  Reward: 15.0  Recent Reward: 16.34  Visited Room: [{}]
[Episode 687(4)] Step: 538  Reward: 17.0  Recent Reward: 16.31  Visited Room: [{}]
[Episode 710(3)] Step: 604  Reward: 18.0  Recent Reward: 17.15  Visited Room: [{}]
[Episode 705(2)] Step: 4502  Reward: 6.0  Recent Reward: 16.62  Visited Room: [{}]
[Episode 732(0)] Step: 4502  Reward: 5.0  Recent Reward: 16.7  Visited Room: [{}]
[Episode 731(6)] Step: 4502  Reward: 0.0  Recent Reward: 17.3  Visited Room: [{}]
[Episode 709(1)] Step: 4502  Reward: 2.0  Recent Reward: 16.58  Visited Room: [{}]
[Episode 696(5)] Step: 4502  Reward: 2.0  Recent Reward: 16.2  Visited Room: [{}]
[Episode 688(4)] Step: 4502  Reward: 2.0  Recent Reward: 16.11  Visited Room: [{}]
[Episode 711(3)] Step: 4502  Reward: 2.0  Recent Reward: 16.99  Visited Room: [{}]
[Episode 706(2)] Step: 4502  Reward: 0.0  Recent Reward: 16.45  Visited Room: [{}]
[Episode 733(0)] Step: 4502  Reward: 0.0  Recent Reward: 16.53  Visited Room: [{}]
[Episode 732(6)] Step: 4502  Reward: 0.0  Recent Reward: 17.05  Visited Room: [{}]
[Episode 710(1)] Step: 4502  Reward: 0.0  Recent Reward: 16.42  Visited Room: [{}]
[Episode 697(5)] Step: 4502  Reward: 0.0  Recent Reward: 16.06  Visited Room: [{}]
[Episode 689(4)] Step: 4502  Reward: 0.0  Recent Reward: 16.01  Visited Room: [{}]
[Episode 712(3)] Step: 4502  Reward: 0.0  Recent Reward: 16.92  Visited Room: [{}]
Starting Checkpoint: 
Num Step:  128
Now Global Step :3225600
Ending Checkpoint: 
[Episode 707(2)] Step: 4502  Reward: 0.0  Recent Reward: 16.24  Visited Room: [{}]
[Episode 734(0)] Step: 4502  Reward: 0.0  Recent Reward: 16.27  Visited Room: [{}]
[Episode 733(6)] Step: 4502  Reward: 0.0  Recent Reward: 16.86  Visited Room: [{}]
[Episode 711(1)] Step: 4502  Reward: 0.0  Recent Reward: 16.27  Visited Room: [{}]
[Episode 698(5)] Step: 4502  Reward: 0.0  Recent Reward: 15.89  Visited Room: [{}]
[Episode 690(4)] Step: 4502  Reward: 0.0  Recent Reward: 15.75  Visited Room: [{}]
[Episode 713(3)] Step: 4502  Reward: 0.0  Recent Reward: 16.73  Visited Room: [{}]
[Episode 708(2)] Step: 4502  Reward: 0.0  Recent Reward: 16.07  Visited Room: [{}]
[Episode 735(0)] Step: 4502  Reward: 0.0  Recent Reward: 16.11  Visited Room: [{}]
[Episode 734(6)] Step: 4502  Reward: 0.0  Recent Reward: 16.71  Visited Room: [{}]
[Episode 712(1)] Step: 4502  Reward: 0.0  Recent Reward: 16.09  Visited Room: [{}]
[Episode 699(5)] Step: 4502  Reward: 0.0  Recent Reward: 15.72  Visited Room: [{}]
[Episode 691(4)] Step: 4502  Reward: 0.0  Recent Reward: 15.58  Visited Room: [{}]
[Episode 714(3)] Step: 4502  Reward: 0.0  Recent Reward: 16.54  Visited Room: [{}]
[Episode 709(2)] Step: 4502  Reward: 0.0  Recent Reward: 15.94  Visited Room: [{}]
[Episode 736(0)] Step: 4502  Reward: 0.0  Recent Reward: 15.97  Visited Room: [{}]
[Episode 735(6)] Step: 4502  Reward: 0.0  Recent Reward: 16.49  Visited Room: [{}]
[Episode 713(1)] Step: 4502  Reward: 0.0  Recent Reward: 15.87  Visited Room: [{}]
[Episode 700(5)] Step: 4502  Reward: 0.0  Recent Reward: 15.43  Visited Room: [{}]
[Episode 692(4)] Step: 4502  Reward: 0.0  Recent Reward: 15.34  Visited Room: [{}]
[Episode 715(3)] Step: 4502  Reward: 0.0  Recent Reward: 16.39  Visited Room: [{}]
Starting Checkpoint: 
Num Step:  128
Now Global Step :3315200

models.tar.gz

Closing for now I may have introduced error .. will reopen if not the case