== Status ==
Memory usage on this node: 52.0/480.3 GiB
Using FIFO scheduling algorithm.
Resources requested: 0/64 CPUs, 0.0/8 GPUs, 0.0/326.03 GiB heap, 0.0/99.17 GiB objects (0/1.0 accelerato
r_type:V100)
Result logdir: /home/ubuntu/ray_results/apex
Result logdir: /home/ubuntu/ray_results/atari-a2c
Result logdir: /home/ubuntu/ray_results/atari-basic-dqn
Result logdir: /home/ubuntu/ray_results/atari-impala
Result logdir: /home/ubuntu/ray_results/atari-ppo-tf
Result logdir: /home/ubuntu/ray_results/atari-ppo-torch
Number of trials: 24/24 (24 TERMINATED)
+-------------------------------------------+------------+-------+--------+------------------+---------+
----------+----------------------+----------------------+--------------------+
| Trial name | status | loc | iter | total time (s) | ts |
reward | episode_reward_max | episode_reward_min | episode_len_mean |
|-------------------------------------------+------------+-------+--------+------------------+---------+
----------+----------------------+----------------------+--------------------|
| IMPALA_BreakoutNoFrameskip-v4_4060e_00000 | TERMINATED | | 355 | 3606.4 | 9039500 |
413.62 | 802 | 244 | 11042.7 |
| IMPALA_BreakoutNoFrameskip-v4_4060e_00001 | TERMINATED | | 355 | 3605.53 | 9002500 | 393.79 | 497 | 159 | 10146.2 |
| IMPALA_BreakoutNoFrameskip-v4_4060e_00002 | TERMINATED | | 355 | 3606.64 | 9023250 | 393.07 | 438 | 89 | 9990.92 |
| IMPALA_BreakoutNoFrameskip-v4_4060e_00003 | TERMINATED | | 355 | 3606.81 | 9005250 | 374.35 | 758 | 60 | 9785.87 |
| PPO_BreakoutNoFrameskip-v4_4060e_00004 | TERMINATED | | 728 | 3601.7 | 3640000 | 63.98 | 399 | 8 | 2675.23 |
| PPO_BreakoutNoFrameskip-v4_4060e_00005 | TERMINATED | | 927 | 3604.18 | 4635000 | 34.93 | 70 | 7 | 3759.3 |
| PPO_BreakoutNoFrameskip-v4_4060e_00006 | TERMINATED | | 977 | 3602.5 | 4885000 | 43.26 | 243 | 14 | 3232.05 |
| PPO_BreakoutNoFrameskip-v4_4060e_00007 | TERMINATED | | 991 | 3602.53 | 4955000 | 51.55 | 288 | 7 | 3140.33 |
| PPO_BreakoutNoFrameskip-v4_4060e_00008 | TERMINATED | | 637 | 3603.22 | 3526735 | 32.71 | 57 | 9 | 3528.47 |
| PPO_BreakoutNoFrameskip-v4_4060e_00009 | TERMINATED | | 629 | 3603.5 | 3479261 | 66.78 | 323 | 10 | 3643.22 |
| PPO_BreakoutNoFrameskip-v4_4060e_00010 | TERMINATED | | 401 | 3600.46 | 2232016 | 33.61 | 272 | 14 | 2830.18 |
| PPO_BreakoutNoFrameskip-v4_4060e_00011 | TERMINATED | | 456 | 3602.14 | 2538206 | 11.61 | 36 | 4 | 1873.75 |
| APEX_BreakoutNoFrameskip-v4_4060e_00012 | TERMINATED | | 104 | 3622.05 | 5264160 | 26.93 | 62 | 11 | 2761.03 |
| APEX_BreakoutNoFrameskip-v4_4060e_00013 | TERMINATED | | 104 | 3610.29 | 5267200 | 37.55 | 374 | 8 | 2738.51 |
| APEX_BreakoutNoFrameskip-v4_4060e_00014 | TERMINATED | | 103 | 3629.06 | 5222880 | 18.86 | 150 | 8 | 2278.69 |
| APEX_BreakoutNoFrameskip-v4_4060e_00015 | TERMINATED | | 103 | 3601.19 | 5208640 | 24.86 | 377 | 6 | 2243.86 |
| A2C_BreakoutNoFrameskip-v4_4060e_00016 | TERMINATED | | 350 | 3608.5 | 2541000 | 95.47 | 336 | 11 | 4337.52 |
| A2C_BreakoutNoFrameskip-v4_4060e_00017 | TERMINATED | | 355 | 3603.43 | 4044000 |
144.96 | 325 | 40 | 5691.41 | | A2C_BreakoutNoFrameskip-v4_4060e_00018 | TERMINATED | | 355 | 3606.74 | 4326500 $
270.58 | 424 | 36 | 7014.73 | | A2C_BreakoutNoFrameskip-v4_4060e_00019 | TERMINATED | | 356 | 3607.42 | 4307500 |
264.4 | 412 | 38 | 7066.64 | | DQN_BreakoutNoFrameskip-v4_4060e_00020 | TERMINATED | | 33 | 3679.07 | 340000 |
15.15 | 37 | 7 | 1970.04 | | DQN_BreakoutNoFrameskip-v4_4060e_00021 | TERMINATED | | 33 | 3675.73 | 340000 |
16.44 | 40 | 6 | 2055.3 | | DQN_BreakoutNoFrameskip-v4_4060e_00022 | TERMINATED | | 33 | 3657.1 | 340000 |
18.85 | 40 | 6 | 2476.26 | | DQN_BreakoutNoFrameskip-v4_4060e_00023 | TERMINATED | | 33 | 3654.52 | 340000 |
21.07 | 47 | 8 | 2586.87 | +-------------------------------------------+------------+-------+--------+------------------+---------+
----------+----------------------+----------------------+--------------------+
2020-11-05 02:48:15,548 INFO tune.py:439 -- Total run time: 14646.45 seconds (14645.94 seconds for the t
uning loop).