debisoft commited on
Commit
06bf8bb
·
verified ·
1 Parent(s): 31f5c90
SoccerTwos.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3b4697cfd89d5a5b0451dbf8040978bd98b46e7c7baa633f4b48291606bece60
3
  size 21520334
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54dda9ae2311ea21e2f9af9e7e3e9a90f3950b0135f65860d0de1e296969163f
3
  size 21520334
SoccerTwos/SoccerTwos-13499993.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:030d6dbe9ef15c133fcc9dd357633e15e1d7c7bc069bae62f9341cb49b657e2e
3
+ size 21520334
SoccerTwos/SoccerTwos-13499993.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1afb30d62e9e790e0439b0f2af67614020007baf4f3354086ace0afadf78c947
3
+ size 232310391
SoccerTwos/SoccerTwos-13999896.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d9f29a9c99445aa3af77840feaea0aafd70f4ead4562736d00c45fac3867add8
3
+ size 21520334
SoccerTwos/SoccerTwos-13999896.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c1cbc11a8b4ef6536bca8dfee1764299b7d4a2b5ac65211a657762d5f0defedd
3
+ size 232310391
SoccerTwos/SoccerTwos-14499990.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ef2e66f98ae7e9fa27c40acf9f1f20e60286c2ea6e8c9024388d15541ffdeff
3
+ size 21520334
SoccerTwos/SoccerTwos-14499990.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cd6fb89e9748c0a79a887cd369116804eaf583f7853349b0684772000bde5d81
3
+ size 232310391
SoccerTwos/SoccerTwos-14999767.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54dda9ae2311ea21e2f9af9e7e3e9a90f3950b0135f65860d0de1e296969163f
3
+ size 21520334
SoccerTwos/SoccerTwos-14999767.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7f0acdc3fa7685553f240d9f2e7982eefdcd4c82645c139822cab0142d1995fe
3
+ size 232310391
SoccerTwos/SoccerTwos-15000056.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54dda9ae2311ea21e2f9af9e7e3e9a90f3950b0135f65860d0de1e296969163f
3
+ size 21520334
SoccerTwos/SoccerTwos-15000056.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:213c41696b915f4aa21a5eafab9cf57c7a4d51ef928b9ea620561bf0fc27aced
3
+ size 232310391
SoccerTwos/checkpoint.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d6f24fdaa2f79db2ad82e7e5e3b1faa4a120bf0d2ad14d4e424b5cf3f24385bb
3
  size 232308969
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8deccbae5c5f0848e2618dd090eacbf2d3d60a238a00f669243d8dca87a778cf
3
  size 232308969
SoccerTwos/events.out.tfevents.1761039534.ada-B550-AORUS-ELITE.320808.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cec71eab6310b735efbd947a721b4d99b339a108eada0352e4bbf1430a0cfe5d
3
+ size 5098109
config.json CHANGED
@@ -1 +1 @@
1
- {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 4096, "buffer_size": 40960, "learning_rate": 0.0003, "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": 1280, "num_layers": 4, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.995, "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": 10000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/linux/SoccerTwos/SoccerTwos.app", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "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, "no_graphics_monitor": false}, "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": null}, "debug": false}
 
1
+ {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 4096, "buffer_size": 40960, "learning_rate": 0.0003, "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": 1280, "num_layers": 4, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.995, "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": 15000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/linux/SoccerTwos/SoccerTwos.app", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "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, "no_graphics_monitor": false}, "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": null}, "debug": false}
configuration.yaml CHANGED
@@ -37,7 +37,7 @@ behaviors:
37
  init_path: null
38
  keep_checkpoints: 5
39
  even_checkpoints: false
40
- max_steps: 10000000
41
  time_horizon: 1000
42
  summary_freq: 10000
43
  threaded: false
 
37
  init_path: null
38
  keep_checkpoints: 5
39
  even_checkpoints: false
40
+ max_steps: 15000000
41
  time_horizon: 1000
42
  summary_freq: 10000
43
  threaded: false
run_logs/Player-0.log CHANGED
@@ -11,7 +11,7 @@ NullGfxDevice:
11
  Renderer: Null Device
12
  Vendor: Unity Technologies
13
  Begin MonoManager ReloadAssembly
14
- - Completed reload, in 0.066 seconds
15
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
16
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
17
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
@@ -36,7 +36,7 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
36
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
37
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
38
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
39
- UnloadTime: 1.175173 ms
40
  Registered Communicator in Agent.
41
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
42
  requesting resize 84 x 84
@@ -45,7 +45,7 @@ Memory Statistics:
45
  [ALLOC_TEMP_TLS] TLS Allocator
46
  StackAllocators :
47
  [ALLOC_TEMP_MAIN]
48
- Peak usage frame count: [8.0 KB-16.0 KB]: 94130 frames, [2.0 MB-4.0 MB]: 1 frames
49
  Initial Block Size 4.0 MB
50
  Current Block Size 4.0 MB
51
  Peak Allocated Bytes 2.1 MB
@@ -88,7 +88,7 @@ Memory Statistics:
88
  [ALLOC_TEMP_Job.Worker 5]
89
  Initial Block Size 256.0 KB
90
  Current Block Size 256.0 KB
91
- Peak Allocated Bytes 0.7 KB
92
  Overflow Count 0
93
  [ALLOC_TEMP_Background Job.Worker 14]
94
  Initial Block Size 32.0 KB
@@ -163,7 +163,7 @@ Memory Statistics:
163
  [ALLOC_TEMP_Job.Worker 9]
164
  Initial Block Size 256.0 KB
165
  Current Block Size 256.0 KB
166
- Peak Allocated Bytes 0 B
167
  Overflow Count 0
168
  [ALLOC_TEMP_Background Job.Worker 13]
169
  Initial Block Size 32.0 KB
@@ -231,19 +231,19 @@ Memory Statistics:
231
  Peak Allocated Bytes 0 B
232
  Overflow Count 0
233
  [ALLOC_DEFAULT] Dual Thread Allocator
234
- Peak main deferred allocation count 3
235
  [ALLOC_BUCKET]
236
  Large Block size 4.0 MB
237
  Used Block count 1
238
  Peak Allocated bytes 1.0 MB
239
  [ALLOC_DEFAULT_MAIN]
240
- Peak usage frame count: [4.0 MB-8.0 MB]: 94131 frames
241
  Requested Block Size 16.0 MB
242
  Peak Block count 1
243
  Peak Allocated memory 4.8 MB
244
  Peak Large allocation bytes 0 B
245
  [ALLOC_DEFAULT_THREAD]
246
- Peak usage frame count: [16.0 MB-32.0 MB]: 94131 frames
247
  Requested Block Size 16.0 MB
248
  Peak Block count 1
249
  Peak Allocated memory 17.5 MB
@@ -275,13 +275,13 @@ Memory Statistics:
275
  Used Block count 1
276
  Peak Allocated bytes 1.0 MB
277
  [ALLOC_GFX_MAIN]
278
- Peak usage frame count: [32.0 KB-64.0 KB]: 94130 frames, [64.0 KB-128.0 KB]: 1 frames
279
  Requested Block Size 16.0 MB
280
  Peak Block count 1
281
  Peak Allocated memory 65.6 KB
282
  Peak Large allocation bytes 0 B
283
  [ALLOC_GFX_THREAD]
284
- Peak usage frame count: [128.0 KB-256.0 KB]: 94131 frames
285
  Requested Block Size 16.0 MB
286
  Peak Block count 1
287
  Peak Allocated memory 173.5 KB
@@ -293,13 +293,13 @@ Memory Statistics:
293
  Used Block count 1
294
  Peak Allocated bytes 1.0 MB
295
  [ALLOC_CACHEOBJECTS_MAIN]
296
- Peak usage frame count: [0.5 MB-1.0 MB]: 94131 frames
297
  Requested Block Size 4.0 MB
298
  Peak Block count 1
299
  Peak Allocated memory 0.6 MB
300
  Peak Large allocation bytes 0 B
301
  [ALLOC_CACHEOBJECTS_THREAD]
302
- Peak usage frame count: [0.5 MB-1.0 MB]: 94130 frames, [4.0 MB-8.0 MB]: 1 frames
303
  Requested Block Size 4.0 MB
304
  Peak Block count 2
305
  Peak Allocated memory 4.5 MB
@@ -311,13 +311,13 @@ Memory Statistics:
311
  Used Block count 1
312
  Peak Allocated bytes 1.0 MB
313
  [ALLOC_TYPETREE_MAIN]
314
- Peak usage frame count: [0-1.0 KB]: 94131 frames
315
  Requested Block Size 2.0 MB
316
  Peak Block count 1
317
  Peak Allocated memory 1.0 KB
318
  Peak Large allocation bytes 0 B
319
  [ALLOC_TYPETREE_THREAD]
320
- Peak usage frame count: [1.0 KB-2.0 KB]: 94130 frames, [2.0 KB-4.0 KB]: 1 frames
321
  Requested Block Size 2.0 MB
322
  Peak Block count 1
323
  Peak Allocated memory 2.2 KB
 
11
  Renderer: Null Device
12
  Vendor: Unity Technologies
13
  Begin MonoManager ReloadAssembly
14
+ - Completed reload, in 0.063 seconds
15
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
16
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
17
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
 
36
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
37
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
38
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
39
+ UnloadTime: 1.845811 ms
40
  Registered Communicator in Agent.
41
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
42
  requesting resize 84 x 84
 
45
  [ALLOC_TEMP_TLS] TLS Allocator
46
  StackAllocators :
47
  [ALLOC_TEMP_MAIN]
48
+ Peak usage frame count: [8.0 KB-16.0 KB]: 94203 frames, [2.0 MB-4.0 MB]: 1 frames
49
  Initial Block Size 4.0 MB
50
  Current Block Size 4.0 MB
51
  Peak Allocated Bytes 2.1 MB
 
88
  [ALLOC_TEMP_Job.Worker 5]
89
  Initial Block Size 256.0 KB
90
  Current Block Size 256.0 KB
91
+ Peak Allocated Bytes 0 B
92
  Overflow Count 0
93
  [ALLOC_TEMP_Background Job.Worker 14]
94
  Initial Block Size 32.0 KB
 
163
  [ALLOC_TEMP_Job.Worker 9]
164
  Initial Block Size 256.0 KB
165
  Current Block Size 256.0 KB
166
+ Peak Allocated Bytes 0.7 KB
167
  Overflow Count 0
168
  [ALLOC_TEMP_Background Job.Worker 13]
169
  Initial Block Size 32.0 KB
 
231
  Peak Allocated Bytes 0 B
232
  Overflow Count 0
233
  [ALLOC_DEFAULT] Dual Thread Allocator
234
+ Peak main deferred allocation count 4
235
  [ALLOC_BUCKET]
236
  Large Block size 4.0 MB
237
  Used Block count 1
238
  Peak Allocated bytes 1.0 MB
239
  [ALLOC_DEFAULT_MAIN]
240
+ Peak usage frame count: [4.0 MB-8.0 MB]: 94204 frames
241
  Requested Block Size 16.0 MB
242
  Peak Block count 1
243
  Peak Allocated memory 4.8 MB
244
  Peak Large allocation bytes 0 B
245
  [ALLOC_DEFAULT_THREAD]
246
+ Peak usage frame count: [16.0 MB-32.0 MB]: 94204 frames
247
  Requested Block Size 16.0 MB
248
  Peak Block count 1
249
  Peak Allocated memory 17.5 MB
 
275
  Used Block count 1
276
  Peak Allocated bytes 1.0 MB
277
  [ALLOC_GFX_MAIN]
278
+ Peak usage frame count: [32.0 KB-64.0 KB]: 94203 frames, [64.0 KB-128.0 KB]: 1 frames
279
  Requested Block Size 16.0 MB
280
  Peak Block count 1
281
  Peak Allocated memory 65.6 KB
282
  Peak Large allocation bytes 0 B
283
  [ALLOC_GFX_THREAD]
284
+ Peak usage frame count: [128.0 KB-256.0 KB]: 94204 frames
285
  Requested Block Size 16.0 MB
286
  Peak Block count 1
287
  Peak Allocated memory 173.5 KB
 
293
  Used Block count 1
294
  Peak Allocated bytes 1.0 MB
295
  [ALLOC_CACHEOBJECTS_MAIN]
296
+ Peak usage frame count: [0.5 MB-1.0 MB]: 94204 frames
297
  Requested Block Size 4.0 MB
298
  Peak Block count 1
299
  Peak Allocated memory 0.6 MB
300
  Peak Large allocation bytes 0 B
301
  [ALLOC_CACHEOBJECTS_THREAD]
302
+ Peak usage frame count: [0.5 MB-1.0 MB]: 94203 frames, [4.0 MB-8.0 MB]: 1 frames
303
  Requested Block Size 4.0 MB
304
  Peak Block count 2
305
  Peak Allocated memory 4.5 MB
 
311
  Used Block count 1
312
  Peak Allocated bytes 1.0 MB
313
  [ALLOC_TYPETREE_MAIN]
314
+ Peak usage frame count: [0-1.0 KB]: 94204 frames
315
  Requested Block Size 2.0 MB
316
  Peak Block count 1
317
  Peak Allocated memory 1.0 KB
318
  Peak Large allocation bytes 0 B
319
  [ALLOC_TYPETREE_THREAD]
320
+ Peak usage frame count: [1.0 KB-2.0 KB]: 94203 frames, [2.0 KB-4.0 KB]: 1 frames
321
  Requested Block Size 2.0 MB
322
  Peak Block count 1
323
  Peak Allocated memory 2.2 KB
run_logs/timers.json CHANGED
@@ -2,75 +2,75 @@
2
  "name": "root",
3
  "gauges": {
4
  "SoccerTwos.Policy.Entropy.mean": {
5
- "value": 2.0398004055023193,
6
- "min": 1.9644250869750977,
7
- "max": 2.3080594539642334,
8
  "count": 500
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
- "value": 40339.09375,
12
- "min": 35269.69921875,
13
- "max": 51725.21875,
14
  "count": 500
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
- "value": 70.55555555555556,
18
- "min": 48.504950495049506,
19
- "max": 88.70175438596492,
20
  "count": 500
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
- "value": 20320.0,
24
- "min": 18460.0,
25
- "max": 20968.0,
26
  "count": 500
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
- "value": 1430.6054365615053,
30
- "min": 1395.4322560619753,
31
- "max": 1479.3025989460373,
32
  "count": 500
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
- "value": 206007.18286485676,
36
- "min": 162083.54493889448,
37
- "max": 288266.36033069075,
38
  "count": 500
39
  },
40
  "SoccerTwos.Step.mean": {
41
- "value": 9999844.0,
42
- "min": 5009936.0,
43
- "max": 9999844.0,
44
  "count": 500
45
  },
46
  "SoccerTwos.Step.sum": {
47
- "value": 9999844.0,
48
- "min": 5009936.0,
49
- "max": 9999844.0,
50
  "count": 500
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
- "value": -0.02794094942510128,
54
- "min": -0.13166673481464386,
55
- "max": 0.09667656570672989,
56
  "count": 500
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
- "value": -4.023496627807617,
60
- "min": -22.646678924560547,
61
- "max": 15.97828197479248,
62
  "count": 500
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
- "value": -0.03377959504723549,
66
- "min": -0.13075293600559235,
67
- "max": 0.09306292980909348,
68
  "count": 500
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
- "value": -4.864261627197266,
72
- "min": -22.489505767822266,
73
- "max": 15.767440795898438,
74
  "count": 500
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
@@ -86,27 +86,27 @@
86
  "count": 500
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
- "value": -0.19032777928643757,
90
- "min": -0.45712957793558145,
91
- "max": 0.3221280566222376,
92
  "count": 500
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
- "value": -27.40720021724701,
96
- "min": -67.62159985303879,
97
- "max": 55.031199872493744,
98
  "count": 500
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
- "value": -0.19032777928643757,
102
- "min": -0.45712957793558145,
103
- "max": 0.3221280566222376,
104
  "count": 500
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
- "value": -27.40720021724701,
108
- "min": -67.62159985303879,
109
- "max": 55.031199872493744,
110
  "count": 500
111
  },
112
  "SoccerTwos.IsTraining.mean": {
@@ -122,39 +122,39 @@
122
  "count": 500
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
- "value": 0.020835822743053237,
126
- "min": 0.011444932171919693,
127
- "max": 0.021884263044921682,
128
  "count": 121
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
- "value": 0.020835822743053237,
132
- "min": 0.011444932171919693,
133
- "max": 0.021884263044921682,
134
  "count": 121
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
- "value": 0.09043513039747873,
138
- "min": 0.09043513039747873,
139
- "max": 0.11270512193441391,
140
  "count": 121
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
- "value": 0.09043513039747873,
144
- "min": 0.09043513039747873,
145
- "max": 0.11270512193441391,
146
  "count": 121
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
- "value": 0.0924225573738416,
150
- "min": 0.0924225573738416,
151
- "max": 0.11528976236780485,
152
  "count": 121
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
- "value": 0.0924225573738416,
156
- "min": 0.0924225573738416,
157
- "max": 0.11528976236780485,
158
  "count": 121
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
@@ -196,7 +196,7 @@
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
- "start_time_seconds": "1761030263",
200
  "python_version": "3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]",
201
  "command_line_arguments": "/home/ada/work/ai/venv3.10/bin/mlagents-learn ./config/poca/SoccerTwosGo.yaml --resume --env=./training-envs-executables/linux/SoccerTwos/SoccerTwos.app --run-id=SoccerTwos --no-graphics",
202
  "mlagents_version": "1.2.0.dev0",
@@ -204,59 +204,59 @@
204
  "communication_protocol_version": "1.5.0",
205
  "pytorch_version": "2.9.0+cu128",
206
  "numpy_version": "1.23.5",
207
- "end_time_seconds": "1761039070"
208
  },
209
- "total": 8806.912067136,
210
  "count": 1,
211
- "self": 0.3700354260217864,
212
  "children": {
213
  "run_training.setup": {
214
- "total": 0.02791739098029211,
215
  "count": 1,
216
- "self": 0.02791739098029211
217
  },
218
  "TrainerController.start_learning": {
219
- "total": 8806.514114318998,
220
  "count": 1,
221
- "self": 7.435185670939973,
222
  "children": {
223
  "TrainerController._reset_env": {
224
- "total": 2.84465062894742,
225
  "count": 26,
226
- "self": 2.84465062894742
227
  },
228
  "TrainerController.advance": {
229
- "total": 8790.612266586104,
230
- "count": 343638,
231
- "self": 6.351156423712382,
232
  "children": {
233
  "env_step": {
234
- "total": 6720.901084811252,
235
- "count": 343638,
236
- "self": 5002.9086125326285,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
- "total": 1712.9968780488416,
240
- "count": 343638,
241
- "self": 40.101664002315374,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
- "total": 1672.8952140465262,
245
- "count": 627544,
246
- "self": 1672.8952140465262
247
  }
248
  }
249
  },
250
  "workers": {
251
- "total": 4.995594229782,
252
- "count": 343638,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
- "total": 8783.89048864122,
257
- "count": 343638,
258
  "is_parallel": true,
259
- "self": 4590.35340325741,
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": 0.003542367019690573,
269
  "count": 2,
270
  "is_parallel": true,
271
- "self": 0.0007718350389041007,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
- "total": 0.0027705319807864726,
275
  "count": 8,
276
  "is_parallel": true,
277
- "self": 0.0027705319807864726
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
- "total": 0.024601226003142074,
283
  "count": 1,
284
  "is_parallel": true,
285
- "self": 0.0005739079788327217,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
- "total": 0.0011554610100574791,
289
  "count": 1,
290
  "is_parallel": true,
291
- "self": 0.0011554610100574791
292
  },
293
  "communicator.exchange": {
294
- "total": 0.021280603017657995,
295
  "count": 1,
296
  "is_parallel": true,
297
- "self": 0.021280603017657995
298
  },
299
  "steps_from_proto": {
300
- "total": 0.0015912539965938777,
301
  "count": 2,
302
  "is_parallel": true,
303
- "self": 0.0002887440496124327,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
- "total": 0.001302509946981445,
307
  "count": 8,
308
  "is_parallel": true,
309
- "self": 0.001302509946981445
310
  }
311
  }
312
  }
@@ -315,48 +315,48 @@
315
  }
316
  },
317
  "steps_from_proto": {
318
- "total": 0.05390251087374054,
319
  "count": 50,
320
  "is_parallel": true,
321
- "self": 0.008939814695622772,
322
  "children": {
323
  "_process_rank_one_or_two_observation": {
324
- "total": 0.04496269617811777,
325
  "count": 200,
326
  "is_parallel": true,
327
- "self": 0.04496269617811777
328
  }
329
  }
330
  },
331
  "UnityEnvironment.step": {
332
- "total": 4193.483182872937,
333
- "count": 343637,
334
  "is_parallel": true,
335
- "self": 237.2786227556353,
336
  "children": {
337
  "UnityEnvironment._generate_step_input": {
338
- "total": 165.74657718246453,
339
- "count": 343637,
340
  "is_parallel": true,
341
- "self": 165.74657718246453
342
  },
343
  "communicator.exchange": {
344
- "total": 3161.2942640984547,
345
- "count": 343637,
346
  "is_parallel": true,
347
- "self": 3161.2942640984547
348
  },
349
  "steps_from_proto": {
350
- "total": 629.163718836382,
351
- "count": 687274,
352
  "is_parallel": true,
353
- "self": 106.77949554094812,
354
  "children": {
355
  "_process_rank_one_or_two_observation": {
356
- "total": 522.3842232954339,
357
- "count": 2749096,
358
  "is_parallel": true,
359
- "self": 522.3842232954339
360
  }
361
  }
362
  }
@@ -369,31 +369,31 @@
369
  }
370
  },
371
  "trainer_advance": {
372
- "total": 2063.3600253511395,
373
- "count": 343638,
374
- "self": 60.09984627761878,
375
  "children": {
376
  "process_trajectory": {
377
- "total": 923.2924243326415,
378
- "count": 343638,
379
- "self": 878.8967296876363,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
- "total": 44.39569464500528,
383
  "count": 10,
384
- "self": 44.39569464500528
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
- "total": 1079.9677547408792,
390
  "count": 121,
391
- "self": 543.4696179345483,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
- "total": 536.4981368063309,
395
  "count": 3630,
396
- "self": 536.4981368063309
397
  }
398
  }
399
  }
@@ -402,19 +402,19 @@
402
  }
403
  },
404
  "trainer_threads": {
405
- "total": 5.309993866831064e-07,
406
  "count": 1,
407
- "self": 5.309993866831064e-07
408
  },
409
  "TrainerController._save_models": {
410
- "total": 5.622010902006878,
411
  "count": 1,
412
- "self": 0.12181861800490879,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
- "total": 5.500192284001969,
416
  "count": 1,
417
- "self": 5.500192284001969
418
  }
419
  }
420
  }
 
2
  "name": "root",
3
  "gauges": {
4
  "SoccerTwos.Policy.Entropy.mean": {
5
+ "value": 2.0193281173706055,
6
+ "min": 1.9643131494522095,
7
+ "max": 2.0792429447174072,
8
  "count": 500
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 36832.546875,
12
+ "min": 33020.5546875,
13
+ "max": 50278.8203125,
14
  "count": 500
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 87.18181818181819,
18
+ "min": 56.833333333333336,
19
+ "max": 113.6590909090909,
20
  "count": 500
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 19180.0,
24
+ "min": 18308.0,
25
+ "max": 21300.0,
26
  "count": 500
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
+ "value": 1410.7601003344073,
30
+ "min": 1379.8705983144878,
31
+ "max": 1465.220959065712,
32
  "count": 500
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
+ "value": 155183.6110367848,
36
+ "min": 123247.55267462911,
37
+ "max": 248221.81810924233,
38
  "count": 500
39
  },
40
  "SoccerTwos.Step.mean": {
41
+ "value": 14999767.0,
42
+ "min": 10009854.0,
43
+ "max": 14999767.0,
44
  "count": 500
45
  },
46
  "SoccerTwos.Step.sum": {
47
+ "value": 14999767.0,
48
+ "min": 10009854.0,
49
+ "max": 14999767.0,
50
  "count": 500
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": -0.013330723159015179,
54
+ "min": -0.15980811417102814,
55
+ "max": 0.0799807533621788,
56
  "count": 500
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": -1.4797102212905884,
60
+ "min": -19.49658966064453,
61
+ "max": 9.91761302947998,
62
  "count": 500
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": -0.018607420846819878,
66
+ "min": -0.159414604306221,
67
+ "max": 0.08092209696769714,
68
  "count": 500
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": -2.0654237270355225,
72
+ "min": -19.77153205871582,
73
+ "max": 10.034339904785156,
74
  "count": 500
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
 
86
  "count": 500
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": -0.006893694937766135,
90
+ "min": -0.4453192295936438,
91
+ "max": 0.37280999720096586,
92
  "count": 500
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": -0.765200138092041,
96
+ "min": -63.493199944496155,
97
+ "max": 44.737199664115906,
98
  "count": 500
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": -0.006893694937766135,
102
+ "min": -0.4453192295936438,
103
+ "max": 0.37280999720096586,
104
  "count": 500
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": -0.765200138092041,
108
+ "min": -63.493199944496155,
109
+ "max": 44.737199664115906,
110
  "count": 500
111
  },
112
  "SoccerTwos.IsTraining.mean": {
 
122
  "count": 500
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.0260514505886628,
126
+ "min": 0.017916234560713444,
127
+ "max": 0.02759317404900988,
128
  "count": 121
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.0260514505886628,
132
+ "min": 0.017916234560713444,
133
+ "max": 0.02759317404900988,
134
  "count": 121
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.08049535776178042,
138
+ "min": 0.07586482713619867,
139
+ "max": 0.09767879719535509,
140
  "count": 121
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.08049535776178042,
144
+ "min": 0.07586482713619867,
145
+ "max": 0.09767879719535509,
146
  "count": 121
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.08245965912938118,
150
+ "min": 0.07864355693260829,
151
+ "max": 0.09992946684360504,
152
  "count": 121
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.08245965912938118,
156
+ "min": 0.07864355693260829,
157
+ "max": 0.09992946684360504,
158
  "count": 121
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
 
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1761039533",
200
  "python_version": "3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]",
201
  "command_line_arguments": "/home/ada/work/ai/venv3.10/bin/mlagents-learn ./config/poca/SoccerTwosGo.yaml --resume --env=./training-envs-executables/linux/SoccerTwos/SoccerTwos.app --run-id=SoccerTwos --no-graphics",
202
  "mlagents_version": "1.2.0.dev0",
 
204
  "communication_protocol_version": "1.5.0",
205
  "pytorch_version": "2.9.0+cu128",
206
  "numpy_version": "1.23.5",
207
+ "end_time_seconds": "1761048180"
208
  },
209
+ "total": 8646.804316897003,
210
  "count": 1,
211
+ "self": 0.5711837930139154,
212
  "children": {
213
  "run_training.setup": {
214
+ "total": 0.04321815399453044,
215
  "count": 1,
216
+ "self": 0.04321815399453044
217
  },
218
  "TrainerController.start_learning": {
219
+ "total": 8646.189914949995,
220
  "count": 1,
221
+ "self": 7.507484404166462,
222
  "children": {
223
  "TrainerController._reset_env": {
224
+ "total": 2.494118211994646,
225
  "count": 26,
226
+ "self": 2.494118211994646
227
  },
228
  "TrainerController.advance": {
229
+ "total": 8630.252385538857,
230
+ "count": 339454,
231
+ "self": 6.080225770798279,
232
  "children": {
233
  "env_step": {
234
+ "total": 6664.653628120519,
235
+ "count": 339454,
236
+ "self": 4947.748722012417,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
+ "total": 1711.8997630827362,
240
+ "count": 339454,
241
+ "self": 42.065065260307165,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
+ "total": 1669.834697822429,
245
+ "count": 628038,
246
+ "self": 1669.834697822429
247
  }
248
  }
249
  },
250
  "workers": {
251
+ "total": 5.005143025366124,
252
+ "count": 339454,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
+ "total": 8624.998652902985,
257
+ "count": 339454,
258
  "is_parallel": true,
259
+ "self": 4486.705685442663,
260
  "children": {
261
  "run_training.setup": {
262
  "total": 0.0,
 
265
  "self": 0.0,
266
  "children": {
267
  "steps_from_proto": {
268
+ "total": 0.0034261269902344793,
269
  "count": 2,
270
  "is_parallel": true,
271
+ "self": 0.0007970519363880157,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
+ "total": 0.0026290750538464636,
275
  "count": 8,
276
  "is_parallel": true,
277
+ "self": 0.0026290750538464636
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
+ "total": 0.023506944009568542,
283
  "count": 1,
284
  "is_parallel": true,
285
+ "self": 0.0011191890225745738,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
+ "total": 0.0003908869985025376,
289
  "count": 1,
290
  "is_parallel": true,
291
+ "self": 0.0003908869985025376
292
  },
293
  "communicator.exchange": {
294
+ "total": 0.01935509900795296,
295
  "count": 1,
296
  "is_parallel": true,
297
+ "self": 0.01935509900795296
298
  },
299
  "steps_from_proto": {
300
+ "total": 0.0026417689805384725,
301
  "count": 2,
302
  "is_parallel": true,
303
+ "self": 0.0004645489971153438,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
+ "total": 0.0021772199834231287,
307
  "count": 8,
308
  "is_parallel": true,
309
+ "self": 0.0021772199834231287
310
  }
311
  }
312
  }
 
315
  }
316
  },
317
  "steps_from_proto": {
318
+ "total": 0.05029912613099441,
319
  "count": 50,
320
  "is_parallel": true,
321
+ "self": 0.00849195200135,
322
  "children": {
323
  "_process_rank_one_or_two_observation": {
324
+ "total": 0.04180717412964441,
325
  "count": 200,
326
  "is_parallel": true,
327
+ "self": 0.04180717412964441
328
  }
329
  }
330
  },
331
  "UnityEnvironment.step": {
332
+ "total": 4138.242668334191,
333
+ "count": 339453,
334
  "is_parallel": true,
335
+ "self": 235.49196220262093,
336
  "children": {
337
  "UnityEnvironment._generate_step_input": {
338
+ "total": 162.76754256189452,
339
+ "count": 339453,
340
  "is_parallel": true,
341
+ "self": 162.76754256189452
342
  },
343
  "communicator.exchange": {
344
+ "total": 3117.3282692046196,
345
+ "count": 339453,
346
  "is_parallel": true,
347
+ "self": 3117.3282692046196
348
  },
349
  "steps_from_proto": {
350
+ "total": 622.654894365056,
351
+ "count": 678906,
352
  "is_parallel": true,
353
+ "self": 104.93273744470207,
354
  "children": {
355
  "_process_rank_one_or_two_observation": {
356
+ "total": 517.7221569203539,
357
+ "count": 2715624,
358
  "is_parallel": true,
359
+ "self": 517.7221569203539
360
  }
361
  }
362
  }
 
369
  }
370
  },
371
  "trainer_advance": {
372
+ "total": 1959.51853164754,
373
+ "count": 339454,
374
+ "self": 60.41723086338607,
375
  "children": {
376
  "process_trajectory": {
377
+ "total": 824.4058585642197,
378
+ "count": 339454,
379
+ "self": 786.0357252132089,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
+ "total": 38.370133351010736,
383
  "count": 10,
384
+ "self": 38.370133351010736
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
+ "total": 1074.6954422199342,
390
  "count": 121,
391
+ "self": 539.9536242478644,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
+ "total": 534.7418179720698,
395
  "count": 3630,
396
+ "self": 534.7418179720698
397
  }
398
  }
399
  }
 
402
  }
403
  },
404
  "trainer_threads": {
405
+ "total": 5.809997674077749e-07,
406
  "count": 1,
407
+ "self": 5.809997674077749e-07
408
  },
409
  "TrainerController._save_models": {
410
+ "total": 5.935926213976927,
411
  "count": 1,
412
+ "self": 0.17000244598602876,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
+ "total": 5.765923767990898,
416
  "count": 1,
417
+ "self": 5.765923767990898
418
  }
419
  }
420
  }
run_logs/training_status.json CHANGED
@@ -2,59 +2,59 @@
2
  "SoccerTwos": {
3
  "checkpoints": [
4
  {
5
- "steps": 8499928,
6
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-8499928.onnx",
7
  "reward": 0.0,
8
- "creation_time": 1761036429.2893617,
9
  "auxillary_file_paths": [
10
- "results/SoccerTwos/SoccerTwos/SoccerTwos-8499928.pt"
11
  ]
12
  },
13
  {
14
- "steps": 8999842,
15
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-8999842.onnx",
16
  "reward": 0.0,
17
- "creation_time": 1761037307.3044715,
18
  "auxillary_file_paths": [
19
- "results/SoccerTwos/SoccerTwos/SoccerTwos-8999842.pt"
20
  ]
21
  },
22
  {
23
- "steps": 9499972,
24
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-9499972.onnx",
25
  "reward": 0.0,
26
- "creation_time": 1761038188.2236493,
27
  "auxillary_file_paths": [
28
- "results/SoccerTwos/SoccerTwos/SoccerTwos-9499972.pt"
29
  ]
30
  },
31
  {
32
- "steps": 9999844,
33
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-9999844.onnx",
34
  "reward": 0.0,
35
- "creation_time": 1761039064.1502738,
36
  "auxillary_file_paths": [
37
- "results/SoccerTwos/SoccerTwos/SoccerTwos-9999844.pt"
38
  ]
39
  },
40
  {
41
- "steps": 10000402,
42
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-10000402.onnx",
43
  "reward": 0.0,
44
- "creation_time": 1761039069.6936312,
45
  "auxillary_file_paths": [
46
- "results/SoccerTwos/SoccerTwos/SoccerTwos-10000402.pt"
47
  ]
48
  }
49
  ],
50
- "elo": 1429.5746920677718,
51
  "final_checkpoint": {
52
- "steps": 10000402,
53
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
  "reward": 0.0,
55
- "creation_time": 1761039069.6936312,
56
  "auxillary_file_paths": [
57
- "results/SoccerTwos/SoccerTwos/SoccerTwos-10000402.pt"
58
  ]
59
  }
60
  },
 
2
  "SoccerTwos": {
3
  "checkpoints": [
4
  {
5
+ "steps": 13499993,
6
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-13499993.onnx",
7
  "reward": 0.0,
8
+ "creation_time": 1761045583.9210482,
9
  "auxillary_file_paths": [
10
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-13499993.pt"
11
  ]
12
  },
13
  {
14
+ "steps": 13999896,
15
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-13999896.onnx",
16
  "reward": 0.0,
17
+ "creation_time": 1761046445.653239,
18
  "auxillary_file_paths": [
19
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-13999896.pt"
20
  ]
21
  },
22
  {
23
+ "steps": 14499990,
24
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-14499990.onnx",
25
  "reward": 0.0,
26
+ "creation_time": 1761047312.8546755,
27
  "auxillary_file_paths": [
28
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-14499990.pt"
29
  ]
30
  },
31
  {
32
+ "steps": 14999767,
33
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-14999767.onnx",
34
  "reward": 0.0,
35
+ "creation_time": 1761048173.7460728,
36
  "auxillary_file_paths": [
37
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-14999767.pt"
38
  ]
39
  },
40
  {
41
+ "steps": 15000056,
42
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-15000056.onnx",
43
  "reward": 0.0,
44
+ "creation_time": 1761048179.5381525,
45
  "auxillary_file_paths": [
46
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-15000056.pt"
47
  ]
48
  }
49
  ],
50
+ "elo": 1411.057248883631,
51
  "final_checkpoint": {
52
+ "steps": 15000056,
53
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
  "reward": 0.0,
55
+ "creation_time": 1761048179.5381525,
56
  "auxillary_file_paths": [
57
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-15000056.pt"
58
  ]
59
  }
60
  },