Hugging Face's logo

manuu01
/
SoccerTwos

Reinforcement Learning
ml-agents
TensorBoard
ONNX
SoccerTwos
deep-reinforcement-learning
ML-Agents-SoccerTwos
Model card Files Metrics Community
manuu01 commited on
Commit
2dfa4e4
•
1 Parent(s): f7ccbb2

Update_agent

Browse files
Files changed (12) hide show
  1. SoccerTwos.onnx +1 -1
  2. SoccerTwos/SoccerTwos-2499184.onnx +3 -0
  3. SoccerTwos/SoccerTwos-2499184.pt +3 -0
  4. SoccerTwos/SoccerTwos-2750550.onnx +3 -0
  5. SoccerTwos/SoccerTwos-2750550.pt +3 -0
  6. SoccerTwos/checkpoint.pt +1 -1
  7. SoccerTwos/events.out.tfevents.1690840323.28f97f24b86c.40069.0 +3 -0
  8. config.json +1 -1
  9. configuration.yaml +4 -4
  10. run_logs/Player-0.log +26 -14
  11. run_logs/timers.json +190 -190
  12. run_logs/training_status.json +22 -22
SoccerTwos.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:20d3878c5013dd8b7cf408da01694c5d55de342e095fb4c2f7848374a30edc50
3
  size 886472
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1b526c8841b20151630e8b40735bf1ddce903eb72b787e5f9b2de1e53bbf6756
3
  size 886472
SoccerTwos/SoccerTwos-2499184.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4700875a9e09334fddf1f0fc97b0ad200743c077f577ad72482060b9cff7c36f
3
+ size 886472
SoccerTwos/SoccerTwos-2499184.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c1f1c6be74bb8768f1e1ac5c7a7edc6a9b5fba68998525aea536b6985bca6ecf
3
+ size 10303217
SoccerTwos/SoccerTwos-2750550.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1b526c8841b20151630e8b40735bf1ddce903eb72b787e5f9b2de1e53bbf6756
3
+ size 886472
SoccerTwos/SoccerTwos-2750550.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ff0f020a959057f6252cd46dd9108f3f32a0b37db38eb734f931d443a0de7d16
3
+ size 10303217
SoccerTwos/checkpoint.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:755e50be4a79eb85f19e25501d2d3594bc16c6f442b1cef96b017cb3227ffb36
3
  size 10303217
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ff0f020a959057f6252cd46dd9108f3f32a0b37db38eb734f931d443a0de7d16
3
  size 10303217
SoccerTwos/events.out.tfevents.1690840323.28f97f24b86c.40069.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fcd0de94083b50d0f95c259b7f7eb2ed6587fdd3737903f36410141d6dbca591
3
+ size 732571
config.json CHANGED
@@ -1 +1 @@
1
- {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0005, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 256, "num_layers": 3, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.95, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 2000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 60000, "team_change": 225000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.25, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": "cpu"}, "debug": false}
 
1
+ {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.00045, "beta": 0.005, "epsilon": 0.2, "lambd": 0.99, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 256, "num_layers": 3, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.9, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 2750000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 60000, "team_change": 225000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.25, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": "cpu"}, "debug": false}
configuration.yaml CHANGED
@@ -5,10 +5,10 @@ behaviors:
5
  hyperparameters:
6
  batch_size: 2048
7
  buffer_size: 20480
8
- learning_rate: 0.0005
9
  beta: 0.005
10
  epsilon: 0.2
11
- lambd: 0.95
12
  num_epoch: 3
13
  learning_rate_schedule: constant
14
  beta_schedule: constant
@@ -24,7 +24,7 @@ behaviors:
24
  deterministic: false
25
  reward_signals:
26
  extrinsic:
27
- gamma: 0.95
28
  strength: 1.0
29
  network_settings:
30
  normalize: false
@@ -37,7 +37,7 @@ behaviors:
37
  init_path: null
38
  keep_checkpoints: 5
39
  even_checkpoints: false
40
- max_steps: 2000000
41
  time_horizon: 1000
42
  summary_freq: 10000
43
  threaded: false
 
5
  hyperparameters:
6
  batch_size: 2048
7
  buffer_size: 20480
8
+ learning_rate: 0.00045
9
  beta: 0.005
10
  epsilon: 0.2
11
+ lambd: 0.99
12
  num_epoch: 3
13
  learning_rate_schedule: constant
14
  beta_schedule: constant
 
24
  deterministic: false
25
  reward_signals:
26
  extrinsic:
27
+ gamma: 0.9
28
  strength: 1.0
29
  network_settings:
30
  normalize: false
 
37
  init_path: null
38
  keep_checkpoints: 5
39
  even_checkpoints: false
40
+ max_steps: 2750000
41
  time_horizon: 1000
42
  summary_freq: 10000
43
  threaded: false
run_logs/Player-0.log CHANGED
@@ -31,7 +31,7 @@ ALSA lib pcm.c:2664:(snd_pcm_open_noupdate) Unknown PCM default
31
  FMOD failed to initialize the output device.: "Error initializing output device. " (60)
32
  FMOD initialized on nosound output
33
  Begin MonoManager ReloadAssembly
34
- - Completed reload, in 0.137 seconds
35
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
36
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
37
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
@@ -56,7 +56,7 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
56
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
57
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
58
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
59
- UnloadTime: 1.061747 ms
60
  Registered Communicator in Agent.
61
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
62
  requesting resize 84 x 84
@@ -255,12 +255,24 @@ TOO LONG
255
  TOO LONG
256
  TOO LONG
257
  TOO LONG
 
 
 
 
 
 
 
 
 
 
 
 
258
  Setting up 1 worker threads for Enlighten.
259
  Memory Statistics:
260
  [ALLOC_TEMP_TLS] TLS Allocator
261
  StackAllocators :
262
  [ALLOC_TEMP_MAIN]
263
- Peak usage frame count: [8.0 KB-16.0 KB]: 9673 frames, [2.0 MB-4.0 MB]: 1 frames
264
  Initial Block Size 4.0 MB
265
  Current Block Size 4.0 MB
266
  Peak Allocated Bytes 2.1 MB
@@ -382,16 +394,16 @@ Memory Statistics:
382
  Used Block count 1
383
  Peak Allocated bytes 1.0 MB
384
  [ALLOC_DEFAULT_MAIN]
385
- Peak usage frame count: [4.0 MB-8.0 MB]: 9674 frames
386
  Requested Block Size 16.0 MB
387
  Peak Block count 1
388
- Peak Allocated memory 4.6 MB
389
  Peak Large allocation bytes 0 B
390
  [ALLOC_DEFAULT_THREAD]
391
- Peak usage frame count: [16.0 MB-32.0 MB]: 9674 frames
392
  Requested Block Size 16.0 MB
393
  Peak Block count 1
394
- Peak Allocated memory 17.6 MB
395
  Peak Large allocation bytes 16.0 MB
396
  [ALLOC_TEMP_JOB_1_FRAME]
397
  Initial Block Size 2.0 MB
@@ -420,13 +432,13 @@ Memory Statistics:
420
  Used Block count 1
421
  Peak Allocated bytes 1.0 MB
422
  [ALLOC_GFX_MAIN]
423
- Peak usage frame count: [32.0 KB-64.0 KB]: 9673 frames, [64.0 KB-128.0 KB]: 1 frames
424
  Requested Block Size 16.0 MB
425
  Peak Block count 1
426
  Peak Allocated memory 65.6 KB
427
  Peak Large allocation bytes 0 B
428
  [ALLOC_GFX_THREAD]
429
- Peak usage frame count: [128.0 KB-256.0 KB]: 9674 frames
430
  Requested Block Size 16.0 MB
431
  Peak Block count 1
432
  Peak Allocated memory 173.5 KB
@@ -438,16 +450,16 @@ Memory Statistics:
438
  Used Block count 1
439
  Peak Allocated bytes 1.0 MB
440
  [ALLOC_CACHEOBJECTS_MAIN]
441
- Peak usage frame count: [0.5 MB-1.0 MB]: 9674 frames
442
  Requested Block Size 4.0 MB
443
  Peak Block count 1
444
  Peak Allocated memory 0.6 MB
445
  Peak Large allocation bytes 0 B
446
  [ALLOC_CACHEOBJECTS_THREAD]
447
- Peak usage frame count: [0.5 MB-1.0 MB]: 9673 frames, [4.0 MB-8.0 MB]: 1 frames
448
  Requested Block Size 4.0 MB
449
  Peak Block count 2
450
- Peak Allocated memory 4.5 MB
451
  Peak Large allocation bytes 0 B
452
  [ALLOC_TYPETREE] Dual Thread Allocator
453
  Peak main deferred allocation count 0
@@ -456,13 +468,13 @@ Memory Statistics:
456
  Used Block count 1
457
  Peak Allocated bytes 1.0 MB
458
  [ALLOC_TYPETREE_MAIN]
459
- Peak usage frame count: [0-1.0 KB]: 9674 frames
460
  Requested Block Size 2.0 MB
461
  Peak Block count 1
462
  Peak Allocated memory 1.0 KB
463
  Peak Large allocation bytes 0 B
464
  [ALLOC_TYPETREE_THREAD]
465
- Peak usage frame count: [1.0 KB-2.0 KB]: 9673 frames, [2.0 KB-4.0 KB]: 1 frames
466
  Requested Block Size 2.0 MB
467
  Peak Block count 1
468
  Peak Allocated memory 2.2 KB
 
31
  FMOD failed to initialize the output device.: "Error initializing output device. " (60)
32
  FMOD initialized on nosound output
33
  Begin MonoManager ReloadAssembly
34
+ - Completed reload, in 0.143 seconds
35
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
36
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
37
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
 
56
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
57
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
58
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
59
+ UnloadTime: 1.108713 ms
60
  Registered Communicator in Agent.
61
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
62
  requesting resize 84 x 84
 
255
  TOO LONG
256
  TOO LONG
257
  TOO LONG
258
+ TOO LONG
259
+ TOO LONG
260
+ TOO LONG
261
+ TOO LONG
262
+ TOO LONG
263
+ TOO LONG
264
+ TOO LONG
265
+ TOO LONG
266
+ TOO LONG
267
+ TOO LONG
268
+ TOO LONG
269
+ TOO LONG
270
  Setting up 1 worker threads for Enlighten.
271
  Memory Statistics:
272
  [ALLOC_TEMP_TLS] TLS Allocator
273
  StackAllocators :
274
  [ALLOC_TEMP_MAIN]
275
+ Peak usage frame count: [8.0 KB-16.0 KB]: 14429 frames, [2.0 MB-4.0 MB]: 1 frames
276
  Initial Block Size 4.0 MB
277
  Current Block Size 4.0 MB
278
  Peak Allocated Bytes 2.1 MB
 
394
  Used Block count 1
395
  Peak Allocated bytes 1.0 MB
396
  [ALLOC_DEFAULT_MAIN]
397
+ Peak usage frame count: [4.0 MB-8.0 MB]: 14430 frames
398
  Requested Block Size 16.0 MB
399
  Peak Block count 1
400
+ Peak Allocated memory 4.7 MB
401
  Peak Large allocation bytes 0 B
402
  [ALLOC_DEFAULT_THREAD]
403
+ Peak usage frame count: [16.0 MB-32.0 MB]: 14430 frames
404
  Requested Block Size 16.0 MB
405
  Peak Block count 1
406
+ Peak Allocated memory 17.5 MB
407
  Peak Large allocation bytes 16.0 MB
408
  [ALLOC_TEMP_JOB_1_FRAME]
409
  Initial Block Size 2.0 MB
 
432
  Used Block count 1
433
  Peak Allocated bytes 1.0 MB
434
  [ALLOC_GFX_MAIN]
435
+ Peak usage frame count: [32.0 KB-64.0 KB]: 14429 frames, [64.0 KB-128.0 KB]: 1 frames
436
  Requested Block Size 16.0 MB
437
  Peak Block count 1
438
  Peak Allocated memory 65.6 KB
439
  Peak Large allocation bytes 0 B
440
  [ALLOC_GFX_THREAD]
441
+ Peak usage frame count: [128.0 KB-256.0 KB]: 14430 frames
442
  Requested Block Size 16.0 MB
443
  Peak Block count 1
444
  Peak Allocated memory 173.5 KB
 
450
  Used Block count 1
451
  Peak Allocated bytes 1.0 MB
452
  [ALLOC_CACHEOBJECTS_MAIN]
453
+ Peak usage frame count: [0.5 MB-1.0 MB]: 14430 frames
454
  Requested Block Size 4.0 MB
455
  Peak Block count 1
456
  Peak Allocated memory 0.6 MB
457
  Peak Large allocation bytes 0 B
458
  [ALLOC_CACHEOBJECTS_THREAD]
459
+ Peak usage frame count: [0.5 MB-1.0 MB]: 14429 frames, [4.0 MB-8.0 MB]: 1 frames
460
  Requested Block Size 4.0 MB
461
  Peak Block count 2
462
+ Peak Allocated memory 4.4 MB
463
  Peak Large allocation bytes 0 B
464
  [ALLOC_TYPETREE] Dual Thread Allocator
465
  Peak main deferred allocation count 0
 
468
  Used Block count 1
469
  Peak Allocated bytes 1.0 MB
470
  [ALLOC_TYPETREE_MAIN]
471
+ Peak usage frame count: [0-1.0 KB]: 14430 frames
472
  Requested Block Size 2.0 MB
473
  Peak Block count 1
474
  Peak Allocated memory 1.0 KB
475
  Peak Large allocation bytes 0 B
476
  [ALLOC_TYPETREE_THREAD]
477
+ Peak usage frame count: [1.0 KB-2.0 KB]: 14429 frames, [2.0 KB-4.0 KB]: 1 frames
478
  Requested Block Size 2.0 MB
479
  Peak Block count 1
480
  Peak Allocated memory 2.2 KB
run_logs/timers.json CHANGED
@@ -2,201 +2,201 @@
2
  "name": "root",
3
  "gauges": {
4
  "SoccerTwos.Policy.Entropy.mean": {
5
- "value": 3.1842167377471924,
6
- "min": 3.172684907913208,
7
- "max": 3.249568462371826,
8
- "count": 50
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
- "value": 35459.4375,
12
- "min": 13283.650390625,
13
- "max": 117639.375,
14
- "count": 50
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
- "value": 688.0,
18
- "min": 341.46153846153845,
19
  "max": 999.0,
20
- "count": 50
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
- "value": 22016.0,
24
- "min": 4124.0,
25
- "max": 31968.0,
26
- "count": 50
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
- "value": 1226.0866013136713,
30
- "min": 1202.3735835901539,
31
- "max": 1226.0866013136713,
32
- "count": 46
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
- "value": 7356.519607882027,
36
- "min": 2404.7471671803078,
37
- "max": 22042.38445482544,
38
- "count": 46
39
  },
40
  "SoccerTwos.Step.mean": {
41
- "value": 1999130.0,
42
- "min": 1509307.0,
43
- "max": 1999130.0,
44
- "count": 50
45
  },
46
  "SoccerTwos.Step.sum": {
47
- "value": 1999130.0,
48
- "min": 1509307.0,
49
- "max": 1999130.0,
50
- "count": 50
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
- "value": 0.0016364417970180511,
54
- "min": -0.004181301221251488,
55
- "max": 0.008756794035434723,
56
- "count": 50
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
- "value": 0.02618306875228882,
60
- "min": -0.0664612427353859,
61
- "max": 0.157622292637825,
62
- "count": 50
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
- "value": 0.0002816212363541126,
66
- "min": -0.0045310077257454395,
67
- "max": 0.01224028505384922,
68
- "count": 50
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
- "value": 0.004505939781665802,
72
- "min": -0.07003718614578247,
73
- "max": 0.17136399447917938,
74
- "count": 50
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
77
  "value": 0.0,
78
  "min": 0.0,
79
  "max": 0.0,
80
- "count": 50
81
  },
82
  "SoccerTwos.Environment.CumulativeReward.sum": {
83
  "value": 0.0,
84
  "min": 0.0,
85
  "max": 0.0,
86
- "count": 50
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
- "value": -0.03152499347925186,
90
- "min": -0.42857142857142855,
91
- "max": 0.45002222061157227,
92
- "count": 50
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
- "value": -0.5043998956680298,
96
- "min": -6.0,
97
- "max": 8.1003999710083,
98
- "count": 50
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
- "value": -0.03152499347925186,
102
- "min": -0.42857142857142855,
103
- "max": 0.45002222061157227,
104
- "count": 50
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
- "value": -0.5043998956680298,
108
- "min": -6.0,
109
- "max": 8.1003999710083,
110
- "count": 50
111
  },
112
  "SoccerTwos.IsTraining.mean": {
113
  "value": 1.0,
114
  "min": 1.0,
115
  "max": 1.0,
116
- "count": 50
117
  },
118
  "SoccerTwos.IsTraining.sum": {
119
  "value": 1.0,
120
  "min": 1.0,
121
  "max": 1.0,
122
- "count": 50
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
- "value": 0.017224992097665866,
126
- "min": 0.013165214379445057,
127
- "max": 0.021765073745821914,
128
- "count": 22
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
- "value": 0.017224992097665866,
132
- "min": 0.013165214379445057,
133
- "max": 0.021765073745821914,
134
- "count": 22
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
- "value": 0.0023239689956729612,
138
- "min": 0.0005247537120643149,
139
- "max": 0.006923159894843896,
140
- "count": 22
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
- "value": 0.0023239689956729612,
144
- "min": 0.0005247537120643149,
145
- "max": 0.006923159894843896,
146
- "count": 22
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
- "value": 0.002343843465981384,
150
- "min": 0.0005249925727791075,
151
- "max": 0.007085357047617436,
152
- "count": 22
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
- "value": 0.002343843465981384,
156
- "min": 0.0005249925727791075,
157
- "max": 0.007085357047617436,
158
- "count": 22
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
161
- "value": 0.0005000000000000001,
162
- "min": 0.0005,
163
- "max": 0.0005000000000000001,
164
- "count": 22
165
  },
166
  "SoccerTwos.Policy.LearningRate.sum": {
167
- "value": 0.0005000000000000001,
168
- "min": 0.0005,
169
- "max": 0.0005000000000000001,
170
- "count": 22
171
  },
172
  "SoccerTwos.Policy.Epsilon.mean": {
173
  "value": 0.20000000000000007,
174
- "min": 0.2,
175
  "max": 0.20000000000000007,
176
- "count": 22
177
  },
178
  "SoccerTwos.Policy.Epsilon.sum": {
179
  "value": 0.20000000000000007,
180
- "min": 0.2,
181
  "max": 0.20000000000000007,
182
- "count": 22
183
  },
184
  "SoccerTwos.Policy.Beta.mean": {
185
  "value": 0.005000000000000001,
186
- "min": 0.005,
187
  "max": 0.005000000000000001,
188
- "count": 22
189
  },
190
  "SoccerTwos.Policy.Beta.sum": {
191
  "value": 0.005000000000000001,
192
- "min": 0.005,
193
  "max": 0.005000000000000001,
194
- "count": 22
195
  }
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
- "start_time_seconds": "1690838276",
200
  "python_version": "3.10.6 (main, May 29 2023, 11:10:38) [GCC 11.3.0]",
201
  "command_line_arguments": "/usr/local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics --resume --torch-device=cpu",
202
  "mlagents_version": "0.31.0.dev0",
@@ -204,59 +204,59 @@
204
  "communication_protocol_version": "1.5.0",
205
  "pytorch_version": "1.11.0+cu102",
206
  "numpy_version": "1.21.2",
207
- "end_time_seconds": "1690840210"
208
  },
209
- "total": 1933.9327643760007,
210
  "count": 1,
211
- "self": 0.4902367780014174,
212
  "children": {
213
  "run_training.setup": {
214
- "total": 0.060607506000451394,
215
  "count": 1,
216
- "self": 0.060607506000451394
217
  },
218
  "TrainerController.start_learning": {
219
- "total": 1933.3819200919988,
220
  "count": 1,
221
- "self": 1.3161826378791375,
222
  "children": {
223
  "TrainerController._reset_env": {
224
- "total": 2.0475889189992813,
225
- "count": 4,
226
- "self": 2.0475889189992813
227
  },
228
  "TrainerController.advance": {
229
- "total": 1929.7939666371203,
230
- "count": 32520,
231
- "self": 1.3229786641668397,
232
  "children": {
233
  "env_step": {
234
- "total": 1111.4364407127541,
235
- "count": 32520,
236
- "self": 933.357528601251,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
- "total": 177.2854299587716,
240
- "count": 32520,
241
- "self": 8.542072947703673,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
- "total": 168.74335701106793,
245
- "count": 64494,
246
- "self": 168.74335701106793
247
  }
248
  }
249
  },
250
  "workers": {
251
- "total": 0.7934821527314853,
252
- "count": 32520,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
- "total": 1922.9118322439936,
257
- "count": 32520,
258
  "is_parallel": true,
259
- "self": 1147.965107933036,
260
  "children": {
261
  "run_training.setup": {
262
  "total": 0.0,
@@ -265,48 +265,48 @@
265
  "self": 0.0,
266
  "children": {
267
  "steps_from_proto": {
268
- "total": 0.006658627000433626,
269
  "count": 2,
270
  "is_parallel": true,
271
- "self": 0.001168770000731456,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
- "total": 0.0054898569997021696,
275
  "count": 8,
276
  "is_parallel": true,
277
- "self": 0.0054898569997021696
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
- "total": 0.08002122800007783,
283
  "count": 1,
284
  "is_parallel": true,
285
- "self": 0.0013706099998671561,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
- "total": 0.0009310750001532142,
289
  "count": 1,
290
  "is_parallel": true,
291
- "self": 0.0009310750001532142
292
  },
293
  "communicator.exchange": {
294
- "total": 0.07334866499968484,
295
  "count": 1,
296
  "is_parallel": true,
297
- "self": 0.07334866499968484
298
  },
299
  "steps_from_proto": {
300
- "total": 0.004370878000372613,
301
  "count": 2,
302
  "is_parallel": true,
303
- "self": 0.0007474649992218474,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
- "total": 0.003623413001150766,
307
  "count": 8,
308
  "is_parallel": true,
309
- "self": 0.003623413001150766
310
  }
311
  }
312
  }
@@ -315,48 +315,48 @@
315
  }
316
  },
317
  "steps_from_proto": {
318
- "total": 0.010676853999029845,
319
- "count": 6,
320
  "is_parallel": true,
321
- "self": 0.0018945339979836717,
322
  "children": {
323
  "_process_rank_one_or_two_observation": {
324
- "total": 0.008782320001046173,
325
- "count": 24,
326
  "is_parallel": true,
327
- "self": 0.008782320001046173
328
  }
329
  }
330
  },
331
  "UnityEnvironment.step": {
332
- "total": 774.9360474569585,
333
- "count": 32519,
334
  "is_parallel": true,
335
- "self": 46.491318513307306,
336
  "children": {
337
  "UnityEnvironment._generate_step_input": {
338
- "total": 23.494726218955293,
339
- "count": 32519,
340
  "is_parallel": true,
341
- "self": 23.494726218955293
342
  },
343
  "communicator.exchange": {
344
- "total": 556.1550727349577,
345
- "count": 32519,
346
  "is_parallel": true,
347
- "self": 556.1550727349577
348
  },
349
  "steps_from_proto": {
350
- "total": 148.7949299897382,
351
- "count": 65038,
352
  "is_parallel": true,
353
- "self": 25.85352793439506,
354
  "children": {
355
  "_process_rank_one_or_two_observation": {
356
- "total": 122.94140205534313,
357
- "count": 260152,
358
  "is_parallel": true,
359
- "self": 122.94140205534313
360
  }
361
  }
362
  }
@@ -369,31 +369,31 @@
369
  }
370
  },
371
  "trainer_advance": {
372
- "total": 817.0345472601994,
373
- "count": 32520,
374
- "self": 10.883385765314415,
375
  "children": {
376
  "process_trajectory": {
377
- "total": 124.86339521088667,
378
- "count": 32520,
379
- "self": 124.61784183288728,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
- "total": 0.2455533779993857,
383
  "count": 1,
384
- "self": 0.2455533779993857
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
- "total": 681.2877662839983,
390
- "count": 22,
391
- "self": 123.35581107800499,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
- "total": 557.9319552059933,
395
- "count": 672,
396
- "self": 557.9319552059933
397
  }
398
  }
399
  }
@@ -402,19 +402,19 @@
402
  }
403
  },
404
  "trainer_threads": {
405
- "total": 1.1310003174003214e-06,
406
  "count": 1,
407
- "self": 1.1310003174003214e-06
408
  },
409
  "TrainerController._save_models": {
410
- "total": 0.22418076699977973,
411
  "count": 1,
412
- "self": 0.0019517669988999842,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
- "total": 0.22222900000087975,
416
  "count": 1,
417
- "self": 0.22222900000087975
418
  }
419
  }
420
  }
 
2
  "name": "root",
3
  "gauges": {
4
  "SoccerTwos.Policy.Entropy.mean": {
5
+ "value": 3.143310546875,
6
+ "min": 3.12618088722229,
7
+ "max": 3.1823134422302246,
8
+ "count": 75
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 94148.4375,
12
+ "min": 22948.421875,
13
+ "max": 110132.390625,
14
+ "count": 75
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 752.0,
18
+ "min": 279.75,
19
  "max": 999.0,
20
+ "count": 75
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 21056.0,
24
+ "min": 16032.0,
25
+ "max": 23644.0,
26
+ "count": 75
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
+ "value": 1243.9460686261082,
30
+ "min": 1225.3836834545552,
31
+ "max": 1244.904647863092,
32
+ "count": 74
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
+ "value": 12439.460686261082,
36
+ "min": 2479.1260412776337,
37
+ "max": 34536.608847381765,
38
+ "count": 74
39
  },
40
  "SoccerTwos.Step.mean": {
41
+ "value": 2749838.0,
42
+ "min": 2009977.0,
43
+ "max": 2749838.0,
44
+ "count": 75
45
  },
46
  "SoccerTwos.Step.sum": {
47
+ "value": 2749838.0,
48
+ "min": 2009977.0,
49
+ "max": 2749838.0,
50
+ "count": 75
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": -0.0013251889031380415,
54
+ "min": -0.013358287513256073,
55
+ "max": 0.021228041499853134,
56
+ "count": 75
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": -0.017227455973625183,
60
+ "min": -0.2538074553012848,
61
+ "max": 0.6580693125724792,
62
+ "count": 75
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": -0.0018061617156490684,
66
+ "min": -0.010150322690606117,
67
+ "max": 0.028209172189235687,
68
+ "count": 75
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": -0.02348010241985321,
72
+ "min": -0.2131567746400833,
73
+ "max": 0.8744843602180481,
74
+ "count": 75
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
77
  "value": 0.0,
78
  "min": 0.0,
79
  "max": 0.0,
80
+ "count": 75
81
  },
82
  "SoccerTwos.Environment.CumulativeReward.sum": {
83
  "value": 0.0,
84
  "min": 0.0,
85
  "max": 0.0,
86
+ "count": 75
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": -0.10412307427479671,
90
+ "min": -0.7777777777777778,
91
+ "max": 0.4311058801763198,
92
+ "count": 75
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": -1.3535999655723572,
96
+ "min": -14.0,
97
+ "max": 10.378200024366379,
98
+ "count": 75
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": -0.10412307427479671,
102
+ "min": -0.7777777777777778,
103
+ "max": 0.4311058801763198,
104
+ "count": 75
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": -1.3535999655723572,
108
+ "min": -14.0,
109
+ "max": 10.378200024366379,
110
+ "count": 75
111
  },
112
  "SoccerTwos.IsTraining.mean": {
113
  "value": 1.0,
114
  "min": 1.0,
115
  "max": 1.0,
116
+ "count": 75
117
  },
118
  "SoccerTwos.IsTraining.sum": {
119
  "value": 1.0,
120
  "min": 1.0,
121
  "max": 1.0,
122
+ "count": 75
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.01642962825426366,
126
+ "min": 0.011811494338326156,
127
+ "max": 0.021366084227338433,
128
+ "count": 35
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.01642962825426366,
132
+ "min": 0.011811494338326156,
133
+ "max": 0.021366084227338433,
134
+ "count": 35
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.006246562682402631,
138
+ "min": 0.000759560749186979,
139
+ "max": 0.010220146272331476,
140
+ "count": 35
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.006246562682402631,
144
+ "min": 0.000759560749186979,
145
+ "max": 0.010220146272331476,
146
+ "count": 35
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.006464262865483761,
150
+ "min": 0.0007922046444339988,
151
+ "max": 0.010202337459971508,
152
+ "count": 35
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.006464262865483761,
156
+ "min": 0.0007922046444339988,
157
+ "max": 0.010202337459971508,
158
+ "count": 35
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
161
+ "value": 0.00045000000000000015,
162
+ "min": 0.00045000000000000015,
163
+ "max": 0.00045000000000000015,
164
+ "count": 35
165
  },
166
  "SoccerTwos.Policy.LearningRate.sum": {
167
+ "value": 0.00045000000000000015,
168
+ "min": 0.00045000000000000015,
169
+ "max": 0.00045000000000000015,
170
+ "count": 35
171
  },
172
  "SoccerTwos.Policy.Epsilon.mean": {
173
  "value": 0.20000000000000007,
174
+ "min": 0.20000000000000007,
175
  "max": 0.20000000000000007,
176
+ "count": 35
177
  },
178
  "SoccerTwos.Policy.Epsilon.sum": {
179
  "value": 0.20000000000000007,
180
+ "min": 0.20000000000000007,
181
  "max": 0.20000000000000007,
182
+ "count": 35
183
  },
184
  "SoccerTwos.Policy.Beta.mean": {
185
  "value": 0.005000000000000001,
186
+ "min": 0.005000000000000001,
187
  "max": 0.005000000000000001,
188
+ "count": 35
189
  },
190
  "SoccerTwos.Policy.Beta.sum": {
191
  "value": 0.005000000000000001,
192
+ "min": 0.005000000000000001,
193
  "max": 0.005000000000000001,
194
+ "count": 35
195
  }
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1690840321",
200
  "python_version": "3.10.6 (main, May 29 2023, 11:10:38) [GCC 11.3.0]",
201
  "command_line_arguments": "/usr/local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics --resume --torch-device=cpu",
202
  "mlagents_version": "0.31.0.dev0",
 
204
  "communication_protocol_version": "1.5.0",
205
  "pytorch_version": "1.11.0+cu102",
206
  "numpy_version": "1.21.2",
207
+ "end_time_seconds": "1690843425"
208
  },
209
+ "total": 3103.470611474,
210
  "count": 1,
211
+ "self": 1.0652039069991588,
212
  "children": {
213
  "run_training.setup": {
214
+ "total": 0.06217501600076503,
215
  "count": 1,
216
+ "self": 0.06217501600076503
217
  },
218
  "TrainerController.start_learning": {
219
+ "total": 3102.3432325510003,
220
  "count": 1,
221
+ "self": 2.0396725200444052,
222
  "children": {
223
  "TrainerController._reset_env": {
224
+ "total": 2.1301726910005527,
225
+ "count": 5,
226
+ "self": 2.1301726910005527
227
  },
228
  "TrainerController.advance": {
229
+ "total": 3097.826027655954,
230
+ "count": 48718,
231
+ "self": 1.9820340006608603,
232
  "children": {
233
  "env_step": {
234
+ "total": 1692.6302487570592,
235
+ "count": 48718,
236
+ "self": 1421.6117471499801,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
+ "total": 269.78835055523086,
240
+ "count": 48718,
241
+ "self": 12.689794163841725,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
+ "total": 257.09855639138914,
245
+ "count": 96196,
246
+ "self": 257.09855639138914
247
  }
248
  }
249
  },
250
  "workers": {
251
+ "total": 1.2301510518482246,
252
+ "count": 48718,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
+ "total": 3086.3575241919243,
257
+ "count": 48718,
258
  "is_parallel": true,
259
+ "self": 1908.906176642644,
260
  "children": {
261
  "run_training.setup": {
262
  "total": 0.0,
 
265
  "self": 0.0,
266
  "children": {
267
  "steps_from_proto": {
268
+ "total": 0.005327139000655734,
269
  "count": 2,
270
  "is_parallel": true,
271
+ "self": 0.0011594800034799846,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
+ "total": 0.004167658997175749,
275
  "count": 8,
276
  "is_parallel": true,
277
+ "self": 0.004167658997175749
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
+ "total": 0.11118177200114587,
283
  "count": 1,
284
  "is_parallel": true,
285
+ "self": 0.0014464830037468346,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
+ "total": 0.0009545169996272307,
289
  "count": 1,
290
  "is_parallel": true,
291
+ "self": 0.0009545169996272307
292
  },
293
  "communicator.exchange": {
294
+ "total": 0.0883943979988544,
295
  "count": 1,
296
  "is_parallel": true,
297
+ "self": 0.0883943979988544
298
  },
299
  "steps_from_proto": {
300
+ "total": 0.020386373998917406,
301
  "count": 2,
302
  "is_parallel": true,
303
+ "self": 0.0008562319981137989,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
+ "total": 0.019530142000803608,
307
  "count": 8,
308
  "is_parallel": true,
309
+ "self": 0.019530142000803608
310
  }
311
  }
312
  }
 
315
  }
316
  },
317
  "steps_from_proto": {
318
+ "total": 0.014887083001667634,
319
+ "count": 8,
320
  "is_parallel": true,
321
+ "self": 0.002675308003745158,
322
  "children": {
323
  "_process_rank_one_or_two_observation": {
324
+ "total": 0.012211774997922475,
325
+ "count": 32,
326
  "is_parallel": true,
327
+ "self": 0.012211774997922475
328
  }
329
  }
330
  },
331
  "UnityEnvironment.step": {
332
+ "total": 1177.4364604662787,
333
+ "count": 48717,
334
  "is_parallel": true,
335
+ "self": 69.34796290724807,
336
  "children": {
337
  "UnityEnvironment._generate_step_input": {
338
+ "total": 35.86445642198851,
339
+ "count": 48717,
340
  "is_parallel": true,
341
+ "self": 35.86445642198851
342
  },
343
  "communicator.exchange": {
344
+ "total": 852.5376701729547,
345
+ "count": 48717,
346
  "is_parallel": true,
347
+ "self": 852.5376701729547
348
  },
349
  "steps_from_proto": {
350
+ "total": 219.68637096408747,
351
+ "count": 97434,
352
  "is_parallel": true,
353
+ "self": 38.422194006059726,
354
  "children": {
355
  "_process_rank_one_or_two_observation": {
356
+ "total": 181.26417695802775,
357
+ "count": 389736,
358
  "is_parallel": true,
359
+ "self": 181.26417695802775
360
  }
361
  }
362
  }
 
369
  }
370
  },
371
  "trainer_advance": {
372
+ "total": 1403.213744898234,
373
+ "count": 48718,
374
+ "self": 16.531713976008177,
375
  "children": {
376
  "process_trajectory": {
377
+ "total": 189.87932542121962,
378
+ "count": 48718,
379
+ "self": 189.65393694721934,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
+ "total": 0.22538847400028317,
383
  "count": 1,
384
+ "self": 0.22538847400028317
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
+ "total": 1196.8027055010061,
390
+ "count": 35,
391
+ "self": 205.4372264820122,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
+ "total": 991.3654790189939,
395
+ "count": 1050,
396
+ "self": 991.3654790189939
397
  }
398
  }
399
  }
 
402
  }
403
  },
404
  "trainer_threads": {
405
+ "total": 1.5559999155811965e-06,
406
  "count": 1,
407
+ "self": 1.5559999155811965e-06
408
  },
409
  "TrainerController._save_models": {
410
+ "total": 0.34735812800136046,
411
  "count": 1,
412
+ "self": 0.003031302001545555,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
+ "total": 0.3443268259998149,
416
  "count": 1,
417
+ "self": 0.3443268259998149
418
  }
419
  }
420
  }
run_logs/training_status.json CHANGED
@@ -1,24 +1,6 @@
1
  {
2
  "SoccerTwos": {
3
  "checkpoints": [
4
- {
5
- "steps": 1001580,
6
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-1001580.onnx",
7
- "reward": null,
8
- "creation_time": 1690836063.0944939,
9
- "auxillary_file_paths": [
10
- "results/SoccerTwos/SoccerTwos/SoccerTwos-1001580.pt"
11
- ]
12
- },
13
- {
14
- "steps": 1499626,
15
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-1499626.onnx",
16
- "reward": 0.0,
17
- "creation_time": 1690838129.6519217,
18
- "auxillary_file_paths": [
19
- "results/SoccerTwos/SoccerTwos/SoccerTwos-1499626.pt"
20
- ]
21
- },
22
  {
23
  "steps": 1500626,
24
  "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-1500626.onnx",
@@ -45,16 +27,34 @@
45
  "auxillary_file_paths": [
46
  "results/SoccerTwos/SoccerTwos/SoccerTwos-2001130.pt"
47
  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
48
  }
49
  ],
50
- "elo": 1227.0763100205886,
51
  "final_checkpoint": {
52
- "steps": 2001130,
53
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
  "reward": 0.0,
55
- "creation_time": 1690840209.9085782,
56
  "auxillary_file_paths": [
57
- "results/SoccerTwos/SoccerTwos/SoccerTwos-2001130.pt"
58
  ]
59
  }
60
  },
 
1
  {
2
  "SoccerTwos": {
3
  "checkpoints": [
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4
  {
5
  "steps": 1500626,
6
  "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-1500626.onnx",
 
27
  "auxillary_file_paths": [
28
  "results/SoccerTwos/SoccerTwos/SoccerTwos-2001130.pt"
29
  ]
30
+ },
31
+ {
32
+ "steps": 2499184,
33
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-2499184.onnx",
34
+ "reward": 0.0,
35
+ "creation_time": 1690842357.9221148,
36
+ "auxillary_file_paths": [
37
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-2499184.pt"
38
+ ]
39
+ },
40
+ {
41
+ "steps": 2750550,
42
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-2750550.onnx",
43
+ "reward": 0.0,
44
+ "creation_time": 1690843424.1944873,
45
+ "auxillary_file_paths": [
46
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-2750550.pt"
47
+ ]
48
  }
49
  ],
50
+ "elo": 1243.9254633842545,
51
  "final_checkpoint": {
52
+ "steps": 2750550,
53
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
  "reward": 0.0,
55
+ "creation_time": 1690843424.1944873,
56
  "auxillary_file_paths": [
57
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-2750550.pt"
58
  ]
59
  }
60
  },