manuu01 commited on
Commit
d910177
·
1 Parent(s): e4e19e6

Update_agent

Browse files
SoccerTwos.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:217e01281f063efc8f65086ef02ad407c0041bda38fea68f78076a65f3aca1af
3
  size 886472
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3188475bf2c42ce9fc9802ad06f55478476531009267efd7aa87d3e64cf2aba6
3
  size 886472
SoccerTwos/SoccerTwos-16499968.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:44c289e7ad3d74c8ab85581b102436e283d84c9f3010c01ddf07dfa35399e003
3
+ size 886472
SoccerTwos/SoccerTwos-16499968.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:586bd7ac58462d05ac4db1534bf454e63bebe5922903cf9ca83350a6bb94b7b4
3
+ size 10303217
SoccerTwos/SoccerTwos-16999840.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3188475bf2c42ce9fc9802ad06f55478476531009267efd7aa87d3e64cf2aba6
3
+ size 886472
SoccerTwos/SoccerTwos-16999840.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2666bd3565b9f9cba1e75c6a81eb0bf1e44134f073b10a9307a862542fd97aad
3
+ size 10303217
SoccerTwos/SoccerTwos-17000414.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3188475bf2c42ce9fc9802ad06f55478476531009267efd7aa87d3e64cf2aba6
3
+ size 886472
SoccerTwos/SoccerTwos-17000414.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c0b63955bdcd266de01a90ca952435572c14a7c5200d788445e8573f8815449
3
+ size 10303217
SoccerTwos/checkpoint.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8b32ffeadc0cd3cc9d64ee854f0b7fb573564ab47ecf0057b2036af1bc9a4076
3
  size 10303217
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c0b63955bdcd266de01a90ca952435572c14a7c5200d788445e8573f8815449
3
  size 10303217
SoccerTwos/events.out.tfevents.1691426274.d33d669e7b9d.66586.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:abac294875d02c5f389e35ede13aeec716812c16ed3bcf2baf5a2fb2bfb8109d
3
+ size 1028851
config.json CHANGED
@@ -1 +1 @@
1
- {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0002, "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": 0.975, "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": 16000000, "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": 0.0002, "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": 0.975, "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": 17000000, "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
@@ -37,7 +37,7 @@ behaviors:
37
  init_path: null
38
  keep_checkpoints: 5
39
  even_checkpoints: false
40
- max_steps: 16000000
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: 17000000
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 0.072 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: 0.581921 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
@@ -65,7 +65,7 @@ Memory Statistics:
65
  [ALLOC_TEMP_TLS] TLS Allocator
66
  StackAllocators :
67
  [ALLOC_TEMP_MAIN]
68
- Peak usage frame count: [8.0 KB-16.0 KB]: 18825 frames, [2.0 MB-4.0 MB]: 1 frames
69
  Initial Block Size 4.0 MB
70
  Current Block Size 4.0 MB
71
  Peak Allocated Bytes 2.1 MB
@@ -181,22 +181,22 @@ Memory Statistics:
181
  Peak Allocated Bytes 0 B
182
  Overflow Count 0
183
  [ALLOC_DEFAULT] Dual Thread Allocator
184
- Peak main deferred allocation count 3
185
  [ALLOC_BUCKET]
186
  Large Block size 4.0 MB
187
  Used Block count 1
188
  Peak Allocated bytes 1.0 MB
189
  [ALLOC_DEFAULT_MAIN]
190
- Peak usage frame count: [4.0 MB-8.0 MB]: 18826 frames
191
  Requested Block Size 16.0 MB
192
  Peak Block count 1
193
- Peak Allocated memory 5.0 MB
194
  Peak Large allocation bytes 0 B
195
  [ALLOC_DEFAULT_THREAD]
196
- Peak usage frame count: [16.0 MB-32.0 MB]: 18826 frames
197
  Requested Block Size 16.0 MB
198
  Peak Block count 1
199
- Peak Allocated memory 17.2 MB
200
  Peak Large allocation bytes 16.0 MB
201
  [ALLOC_TEMP_JOB_1_FRAME]
202
  Initial Block Size 2.0 MB
@@ -225,13 +225,13 @@ Memory Statistics:
225
  Used Block count 1
226
  Peak Allocated bytes 1.0 MB
227
  [ALLOC_GFX_MAIN]
228
- Peak usage frame count: [32.0 KB-64.0 KB]: 18825 frames, [64.0 KB-128.0 KB]: 1 frames
229
  Requested Block Size 16.0 MB
230
  Peak Block count 1
231
  Peak Allocated memory 65.6 KB
232
  Peak Large allocation bytes 0 B
233
  [ALLOC_GFX_THREAD]
234
- Peak usage frame count: [128.0 KB-256.0 KB]: 18826 frames
235
  Requested Block Size 16.0 MB
236
  Peak Block count 1
237
  Peak Allocated memory 173.5 KB
@@ -243,16 +243,16 @@ Memory Statistics:
243
  Used Block count 1
244
  Peak Allocated bytes 1.0 MB
245
  [ALLOC_CACHEOBJECTS_MAIN]
246
- Peak usage frame count: [0.5 MB-1.0 MB]: 18826 frames
247
  Requested Block Size 4.0 MB
248
  Peak Block count 1
249
  Peak Allocated memory 0.6 MB
250
  Peak Large allocation bytes 0 B
251
  [ALLOC_CACHEOBJECTS_THREAD]
252
- Peak usage frame count: [0.5 MB-1.0 MB]: 18825 frames, [4.0 MB-8.0 MB]: 1 frames
253
  Requested Block Size 4.0 MB
254
- Peak Block count 2
255
- Peak Allocated memory 4.5 MB
256
  Peak Large allocation bytes 0 B
257
  [ALLOC_TYPETREE] Dual Thread Allocator
258
  Peak main deferred allocation count 0
@@ -261,13 +261,13 @@ Memory Statistics:
261
  Used Block count 1
262
  Peak Allocated bytes 1.0 MB
263
  [ALLOC_TYPETREE_MAIN]
264
- Peak usage frame count: [0-1.0 KB]: 18826 frames
265
  Requested Block Size 2.0 MB
266
  Peak Block count 1
267
  Peak Allocated memory 1.0 KB
268
  Peak Large allocation bytes 0 B
269
  [ALLOC_TYPETREE_THREAD]
270
- Peak usage frame count: [1.0 KB-2.0 KB]: 18825 frames, [2.0 KB-4.0 KB]: 1 frames
271
  Requested Block Size 2.0 MB
272
  Peak Block count 1
273
  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 0.108 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: 0.738061 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
 
65
  [ALLOC_TEMP_TLS] TLS Allocator
66
  StackAllocators :
67
  [ALLOC_TEMP_MAIN]
68
+ Peak usage frame count: [8.0 KB-16.0 KB]: 18829 frames, [2.0 MB-4.0 MB]: 1 frames
69
  Initial Block Size 4.0 MB
70
  Current Block Size 4.0 MB
71
  Peak Allocated Bytes 2.1 MB
 
181
  Peak Allocated Bytes 0 B
182
  Overflow Count 0
183
  [ALLOC_DEFAULT] Dual Thread Allocator
184
+ Peak main deferred allocation count 4
185
  [ALLOC_BUCKET]
186
  Large Block size 4.0 MB
187
  Used Block count 1
188
  Peak Allocated bytes 1.0 MB
189
  [ALLOC_DEFAULT_MAIN]
190
+ Peak usage frame count: [4.0 MB-8.0 MB]: 18830 frames
191
  Requested Block Size 16.0 MB
192
  Peak Block count 1
193
+ Peak Allocated memory 4.6 MB
194
  Peak Large allocation bytes 0 B
195
  [ALLOC_DEFAULT_THREAD]
196
+ Peak usage frame count: [16.0 MB-32.0 MB]: 18830 frames
197
  Requested Block Size 16.0 MB
198
  Peak Block count 1
199
+ Peak Allocated memory 17.6 MB
200
  Peak Large allocation bytes 16.0 MB
201
  [ALLOC_TEMP_JOB_1_FRAME]
202
  Initial Block Size 2.0 MB
 
225
  Used Block count 1
226
  Peak Allocated bytes 1.0 MB
227
  [ALLOC_GFX_MAIN]
228
+ Peak usage frame count: [32.0 KB-64.0 KB]: 18829 frames, [64.0 KB-128.0 KB]: 1 frames
229
  Requested Block Size 16.0 MB
230
  Peak Block count 1
231
  Peak Allocated memory 65.6 KB
232
  Peak Large allocation bytes 0 B
233
  [ALLOC_GFX_THREAD]
234
+ Peak usage frame count: [128.0 KB-256.0 KB]: 18830 frames
235
  Requested Block Size 16.0 MB
236
  Peak Block count 1
237
  Peak Allocated memory 173.5 KB
 
243
  Used Block count 1
244
  Peak Allocated bytes 1.0 MB
245
  [ALLOC_CACHEOBJECTS_MAIN]
246
+ Peak usage frame count: [0.5 MB-1.0 MB]: 18830 frames
247
  Requested Block Size 4.0 MB
248
  Peak Block count 1
249
  Peak Allocated memory 0.6 MB
250
  Peak Large allocation bytes 0 B
251
  [ALLOC_CACHEOBJECTS_THREAD]
252
+ Peak usage frame count: [0.5 MB-1.0 MB]: 18829 frames, [2.0 MB-4.0 MB]: 1 frames
253
  Requested Block Size 4.0 MB
254
+ Peak Block count 1
255
+ Peak Allocated memory 4.0 MB
256
  Peak Large allocation bytes 0 B
257
  [ALLOC_TYPETREE] Dual Thread Allocator
258
  Peak main deferred allocation count 0
 
261
  Used Block count 1
262
  Peak Allocated bytes 1.0 MB
263
  [ALLOC_TYPETREE_MAIN]
264
+ Peak usage frame count: [0-1.0 KB]: 18830 frames
265
  Requested Block Size 2.0 MB
266
  Peak Block count 1
267
  Peak Allocated memory 1.0 KB
268
  Peak Large allocation bytes 0 B
269
  [ALLOC_TYPETREE_THREAD]
270
+ Peak usage frame count: [1.0 KB-2.0 KB]: 18829 frames, [2.0 KB-4.0 KB]: 1 frames
271
  Requested Block Size 2.0 MB
272
  Peak Block count 1
273
  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": 2.009509325027466,
6
- "min": 1.9547885656356812,
7
- "max": 2.115744113922119,
8
  "count": 100
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
- "value": 38711.1875,
12
- "min": 35846.48828125,
13
- "max": 45286.48828125,
14
  "count": 100
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
- "value": 61.31645569620253,
18
- "min": 45.728971962616825,
19
- "max": 84.2542372881356,
20
  "count": 100
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
- "value": 19376.0,
24
- "min": 18868.0,
25
- "max": 20624.0,
26
  "count": 100
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
- "value": 1533.6912155307195,
30
- "min": 1520.5147887283385,
31
- "max": 1575.1452576090742,
32
  "count": 100
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
- "value": 242323.2120538537,
36
- "min": 182996.85854448657,
37
- "max": 334580.1672081369,
38
  "count": 100
39
  },
40
  "SoccerTwos.Step.mean": {
41
- "value": 15999985.0,
42
- "min": 15009934.0,
43
- "max": 15999985.0,
44
  "count": 100
45
  },
46
  "SoccerTwos.Step.sum": {
47
- "value": 15999985.0,
48
- "min": 15009934.0,
49
- "max": 15999985.0,
50
  "count": 100
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
- "value": -0.03876939043402672,
54
- "min": -0.11050329357385635,
55
- "max": 0.07117976993322372,
56
  "count": 100
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
- "value": -6.164333343505859,
60
- "min": -17.238513946533203,
61
- "max": 12.812358856201172,
62
  "count": 100
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
- "value": -0.03973289951682091,
66
- "min": -0.11041993647813797,
67
- "max": 0.06990461051464081,
68
  "count": 100
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
- "value": -6.317531108856201,
72
- "min": -17.225509643554688,
73
- "max": 12.582830429077148,
74
  "count": 100
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
@@ -86,27 +86,27 @@
86
  "count": 100
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
- "value": -0.14481006253440426,
90
- "min": -0.31689342228989853,
91
- "max": 0.2551560954349797,
92
  "count": 100
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
- "value": -23.024799942970276,
96
- "min": -48.167800188064575,
97
- "max": 43.98160004615784,
98
  "count": 100
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
- "value": -0.14481006253440426,
102
- "min": -0.31689342228989853,
103
- "max": 0.2551560954349797,
104
  "count": 100
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
- "value": -23.024799942970276,
108
- "min": -48.167800188064575,
109
- "max": 43.98160004615784,
110
  "count": 100
111
  },
112
  "SoccerTwos.IsTraining.mean": {
@@ -122,39 +122,39 @@
122
  "count": 100
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
- "value": 0.018470443135205034,
126
- "min": 0.012020956303119116,
127
- "max": 0.02259021265587459,
128
  "count": 48
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
- "value": 0.018470443135205034,
132
- "min": 0.012020956303119116,
133
- "max": 0.02259021265587459,
134
  "count": 48
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
- "value": 0.1388648788134257,
138
- "min": 0.12739655300974845,
139
- "max": 0.16285738994677862,
140
  "count": 48
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
- "value": 0.1388648788134257,
144
- "min": 0.12739655300974845,
145
- "max": 0.16285738994677862,
146
  "count": 48
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
- "value": 0.14071978032588958,
150
- "min": 0.1279634507993857,
151
- "max": 0.16412917921940487,
152
  "count": 48
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
- "value": 0.14071978032588958,
156
- "min": 0.1279634507993857,
157
- "max": 0.16412917921940487,
158
  "count": 48
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
@@ -196,7 +196,7 @@
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
- "start_time_seconds": "1691420992",
200
  "python_version": "3.10.12 (main, Jun 11 2023, 05:26:28) [GCC 11.4.0]",
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": "1691424712"
208
  },
209
- "total": 3719.9456217080005,
210
  "count": 1,
211
- "self": 0.3856991590000689,
212
  "children": {
213
  "run_training.setup": {
214
- "total": 0.035546506000173395,
215
  "count": 1,
216
- "self": 0.035546506000173395
217
  },
218
  "TrainerController.start_learning": {
219
- "total": 3719.5243760430003,
220
  "count": 1,
221
- "self": 2.178103340216694,
222
  "children": {
223
  "TrainerController._reset_env": {
224
- "total": 0.904719957999987,
225
  "count": 6,
226
- "self": 0.904719957999987
227
  },
228
  "TrainerController.advance": {
229
- "total": 3716.3129400657836,
230
- "count": 69533,
231
- "self": 1.8816615488121897,
232
  "children": {
233
  "env_step": {
234
- "total": 1475.2068245499086,
235
- "count": 69533,
236
- "self": 1228.3319889637041,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
- "total": 245.6641817652926,
240
- "count": 69533,
241
- "self": 9.218874684012917,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
- "total": 236.44530708127968,
245
- "count": 125504,
246
- "self": 236.44530708127968
247
  }
248
  }
249
  },
250
  "workers": {
251
- "total": 1.2106538209118298,
252
- "count": 69533,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
- "total": 3715.0637501149486,
257
- "count": 69533,
258
  "is_parallel": true,
259
- "self": 2702.538275396695,
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": 0.0020812500006286427,
269
  "count": 2,
270
  "is_parallel": true,
271
- "self": 0.0004852399997616885,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
- "total": 0.0015960100008669542,
275
  "count": 8,
276
  "is_parallel": true,
277
- "self": 0.0015960100008669542
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
- "total": 0.03561966600136657,
283
  "count": 1,
284
  "is_parallel": true,
285
- "self": 0.0009461900026508374,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
- "total": 0.0005976399988867342,
289
  "count": 1,
290
  "is_parallel": true,
291
- "self": 0.0005976399988867342
292
  },
293
  "communicator.exchange": {
294
- "total": 0.031276177000108873,
295
  "count": 1,
296
  "is_parallel": true,
297
- "self": 0.031276177000108873
298
  },
299
  "steps_from_proto": {
300
- "total": 0.0027996589997201227,
301
  "count": 2,
302
  "is_parallel": true,
303
- "self": 0.0005430500004877103,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
- "total": 0.0022566089992324123,
307
  "count": 8,
308
  "is_parallel": true,
309
- "self": 0.0022566089992324123
310
  }
311
  }
312
  }
@@ -315,48 +315,48 @@
315
  }
316
  },
317
  "steps_from_proto": {
318
- "total": 0.009731358997669304,
319
  "count": 10,
320
  "is_parallel": true,
321
- "self": 0.001728736995573854,
322
  "children": {
323
  "_process_rank_one_or_two_observation": {
324
- "total": 0.00800262200209545,
325
  "count": 40,
326
  "is_parallel": true,
327
- "self": 0.00800262200209545
328
  }
329
  }
330
  },
331
  "UnityEnvironment.step": {
332
- "total": 1012.5157433592558,
333
- "count": 69532,
334
  "is_parallel": true,
335
- "self": 62.15438385401103,
336
  "children": {
337
  "UnityEnvironment._generate_step_input": {
338
- "total": 33.16059458309974,
339
- "count": 69532,
340
  "is_parallel": true,
341
- "self": 33.16059458309974
342
  },
343
  "communicator.exchange": {
344
- "total": 730.5288143470443,
345
- "count": 69532,
346
  "is_parallel": true,
347
- "self": 730.5288143470443
348
  },
349
  "steps_from_proto": {
350
- "total": 186.6719505751007,
351
- "count": 139064,
352
  "is_parallel": true,
353
- "self": 34.07769961905433,
354
  "children": {
355
  "_process_rank_one_or_two_observation": {
356
- "total": 152.59425095604638,
357
- "count": 556256,
358
  "is_parallel": true,
359
- "self": 152.59425095604638
360
  }
361
  }
362
  }
@@ -369,31 +369,31 @@
369
  }
370
  },
371
  "trainer_advance": {
372
- "total": 2239.224453967063,
373
- "count": 69533,
374
- "self": 14.596125622361797,
375
  "children": {
376
  "process_trajectory": {
377
- "total": 346.02428062869694,
378
- "count": 69533,
379
- "self": 345.7213318546965,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
- "total": 0.3029487740004697,
383
  "count": 2,
384
- "self": 0.3029487740004697
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
- "total": 1878.604047716004,
390
  "count": 48,
391
- "self": 165.35072026198577,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
- "total": 1713.2533274540183,
395
  "count": 1440,
396
- "self": 1713.2533274540183
397
  }
398
  }
399
  }
@@ -402,19 +402,19 @@
402
  }
403
  },
404
  "trainer_threads": {
405
- "total": 7.399994501611218e-07,
406
  "count": 1,
407
- "self": 7.399994501611218e-07
408
  },
409
  "TrainerController._save_models": {
410
- "total": 0.12861193900062062,
411
  "count": 1,
412
- "self": 0.001239719000295736,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
- "total": 0.1273722200003249,
416
  "count": 1,
417
- "self": 0.1273722200003249
418
  }
419
  }
420
  }
 
2
  "name": "root",
3
  "gauges": {
4
  "SoccerTwos.Policy.Entropy.mean": {
5
+ "value": 1.9759706258773804,
6
+ "min": 1.964503526687622,
7
+ "max": 2.0480942726135254,
8
  "count": 100
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 42933.890625,
12
+ "min": 36212.69140625,
13
+ "max": 44848.015625,
14
  "count": 100
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 57.348314606741575,
18
+ "min": 44.32727272727273,
19
+ "max": 69.76811594202898,
20
  "count": 100
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 20416.0,
24
+ "min": 19052.0,
25
+ "max": 20416.0,
26
  "count": 100
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
+ "value": 1536.5681101963632,
30
+ "min": 1497.610390598991,
31
+ "max": 1567.9805527355754,
32
  "count": 100
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
+ "value": 273509.12361495267,
36
+ "min": 210284.33922812706,
37
+ "max": 335015.37257029745,
38
  "count": 100
39
  },
40
  "SoccerTwos.Step.mean": {
41
+ "value": 16999840.0,
42
+ "min": 16009992.0,
43
+ "max": 16999840.0,
44
  "count": 100
45
  },
46
  "SoccerTwos.Step.sum": {
47
+ "value": 16999840.0,
48
+ "min": 16009992.0,
49
+ "max": 16999840.0,
50
  "count": 100
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": -0.012437315657734871,
54
+ "min": -0.11109980940818787,
55
+ "max": 0.10268489271402359,
56
  "count": 100
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": -2.2014048099517822,
60
+ "min": -18.775867462158203,
61
+ "max": 18.380596160888672,
62
  "count": 100
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": -0.012997487559914589,
66
+ "min": -0.11335881799459457,
67
+ "max": 0.10036355257034302,
68
  "count": 100
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": -2.3005552291870117,
72
+ "min": -19.15764045715332,
73
+ "max": 17.965076446533203,
74
  "count": 100
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
 
86
  "count": 100
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": 0.00036383954818639376,
90
+ "min": -0.3269866654367158,
91
+ "max": 0.2700834229668194,
92
  "count": 100
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": 0.0643996000289917,
96
+ "min": -53.952799797058105,
97
+ "max": 50.50560009479523,
98
  "count": 100
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": 0.00036383954818639376,
102
+ "min": -0.3269866654367158,
103
+ "max": 0.2700834229668194,
104
  "count": 100
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": 0.0643996000289917,
108
+ "min": -53.952799797058105,
109
+ "max": 50.50560009479523,
110
  "count": 100
111
  },
112
  "SoccerTwos.IsTraining.mean": {
 
122
  "count": 100
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.01788376790743011,
126
+ "min": 0.01290145950333681,
127
+ "max": 0.022326158933962385,
128
  "count": 48
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.01788376790743011,
132
+ "min": 0.01290145950333681,
133
+ "max": 0.022326158933962385,
134
  "count": 48
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.13485086088379225,
138
+ "min": 0.13170832470059396,
139
+ "max": 0.15697730133930843,
140
  "count": 48
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.13485086088379225,
144
+ "min": 0.13170832470059396,
145
+ "max": 0.15697730133930843,
146
  "count": 48
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.1357793057958285,
150
+ "min": 0.1328590249021848,
151
+ "max": 0.1584501087665558,
152
  "count": 48
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.1357793057958285,
156
+ "min": 0.1328590249021848,
157
+ "max": 0.1584501087665558,
158
  "count": 48
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
 
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1691426273",
200
  "python_version": "3.10.12 (main, Jun 11 2023, 05:26:28) [GCC 11.4.0]",
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": "1691429993"
208
  },
209
+ "total": 3719.315439621001,
210
  "count": 1,
211
+ "self": 0.7094942319999973,
212
  "children": {
213
  "run_training.setup": {
214
+ "total": 0.03983041700121248,
215
  "count": 1,
216
+ "self": 0.03983041700121248
217
  },
218
  "TrainerController.start_learning": {
219
+ "total": 3718.566114972,
220
  "count": 1,
221
+ "self": 2.194505491283053,
222
  "children": {
223
  "TrainerController._reset_env": {
224
+ "total": 1.127125127997715,
225
  "count": 6,
226
+ "self": 1.127125127997715
227
  },
228
  "TrainerController.advance": {
229
+ "total": 3715.027325269719,
230
+ "count": 69702,
231
+ "self": 1.7862364699940372,
232
  "children": {
233
  "env_step": {
234
+ "total": 1478.857258029122,
235
+ "count": 69702,
236
+ "self": 1232.0097959691666,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
+ "total": 245.57852235379687,
240
+ "count": 69702,
241
+ "self": 8.889960999658797,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
+ "total": 236.68856135413807,
245
+ "count": 125530,
246
+ "self": 236.68856135413807
247
  }
248
  }
249
  },
250
  "workers": {
251
+ "total": 1.2689397061585623,
252
+ "count": 69702,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
+ "total": 3713.3115417676345,
257
+ "count": 69702,
258
  "is_parallel": true,
259
+ "self": 2687.3178013704965,
260
  "children": {
261
  "run_training.setup": {
262
  "total": 0.0,
 
265
  "self": 0.0,
266
  "children": {
267
  "steps_from_proto": {
268
+ "total": 0.0026892690002568997,
269
  "count": 2,
270
  "is_parallel": true,
271
+ "self": 0.0006543600029544905,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
+ "total": 0.0020349089973024093,
275
  "count": 8,
276
  "is_parallel": true,
277
+ "self": 0.0020349089973024093
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
+ "total": 0.036430006999580655,
283
  "count": 1,
284
  "is_parallel": true,
285
+ "self": 0.0009720699999888893,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
+ "total": 0.0007705299976805691,
289
  "count": 1,
290
  "is_parallel": true,
291
+ "self": 0.0007705299976805691
292
  },
293
  "communicator.exchange": {
294
+ "total": 0.0316061070006981,
295
  "count": 1,
296
  "is_parallel": true,
297
+ "self": 0.0316061070006981
298
  },
299
  "steps_from_proto": {
300
+ "total": 0.0030813000012130942,
301
  "count": 2,
302
  "is_parallel": true,
303
+ "self": 0.0005829199981235433,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
+ "total": 0.002498380003089551,
307
  "count": 8,
308
  "is_parallel": true,
309
+ "self": 0.002498380003089551
310
  }
311
  }
312
  }
 
315
  }
316
  },
317
  "steps_from_proto": {
318
+ "total": 0.010081798991450341,
319
  "count": 10,
320
  "is_parallel": true,
321
+ "self": 0.0019224979805585463,
322
  "children": {
323
  "_process_rank_one_or_two_observation": {
324
+ "total": 0.008159301010891795,
325
  "count": 40,
326
  "is_parallel": true,
327
+ "self": 0.008159301010891795
328
  }
329
  }
330
  },
331
  "UnityEnvironment.step": {
332
+ "total": 1025.9836585981466,
333
+ "count": 69701,
334
  "is_parallel": true,
335
+ "self": 62.09774491532153,
336
  "children": {
337
  "UnityEnvironment._generate_step_input": {
338
+ "total": 32.58318939966193,
339
+ "count": 69701,
340
  "is_parallel": true,
341
+ "self": 32.58318939966193
342
  },
343
  "communicator.exchange": {
344
+ "total": 741.781996579768,
345
+ "count": 69701,
346
  "is_parallel": true,
347
+ "self": 741.781996579768
348
  },
349
  "steps_from_proto": {
350
+ "total": 189.5207277033951,
351
+ "count": 139402,
352
  "is_parallel": true,
353
+ "self": 35.002411130437395,
354
  "children": {
355
  "_process_rank_one_or_two_observation": {
356
+ "total": 154.5183165729577,
357
+ "count": 557608,
358
  "is_parallel": true,
359
+ "self": 154.5183165729577
360
  }
361
  }
362
  }
 
369
  }
370
  },
371
  "trainer_advance": {
372
+ "total": 2234.383830770603,
373
+ "count": 69702,
374
+ "self": 14.939647196417354,
375
  "children": {
376
  "process_trajectory": {
377
+ "total": 346.3565998571721,
378
+ "count": 69702,
379
+ "self": 345.91860028317024,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
+ "total": 0.4379995740018785,
383
  "count": 2,
384
+ "self": 0.4379995740018785
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
+ "total": 1873.0875837170133,
390
  "count": 48,
391
+ "self": 173.00256412003364,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
+ "total": 1700.0850195969797,
395
  "count": 1440,
396
+ "self": 1700.0850195969797
397
  }
398
  }
399
  }
 
402
  }
403
  },
404
  "trainer_threads": {
405
+ "total": 1.2310010788496584e-06,
406
  "count": 1,
407
+ "self": 1.2310010788496584e-06
408
  },
409
  "TrainerController._save_models": {
410
+ "total": 0.2171578519992181,
411
  "count": 1,
412
+ "self": 0.0033414489989809226,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
+ "total": 0.2138164030002372,
416
  "count": 1,
417
+ "self": 0.2138164030002372
418
  }
419
  }
420
  }
run_logs/training_status.json CHANGED
@@ -2,59 +2,59 @@
2
  "SoccerTwos": {
3
  "checkpoints": [
4
  {
5
- "steps": 14999958,
6
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-14999958.onnx",
7
  "reward": 0.0,
8
- "creation_time": 1691420890.8887775,
9
  "auxillary_file_paths": [
10
- "results/SoccerTwos/SoccerTwos/SoccerTwos-14999958.pt"
11
  ]
12
  },
13
  {
14
- "steps": 15000116,
15
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-15000116.onnx",
16
  "reward": 0.0,
17
- "creation_time": 1691420891.0595102,
18
  "auxillary_file_paths": [
19
- "results/SoccerTwos/SoccerTwos/SoccerTwos-15000116.pt"
20
  ]
21
  },
22
  {
23
- "steps": 15499926,
24
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-15499926.onnx",
25
  "reward": 0.0,
26
- "creation_time": 1691422879.2576034,
27
  "auxillary_file_paths": [
28
- "results/SoccerTwos/SoccerTwos/SoccerTwos-15499926.pt"
29
  ]
30
  },
31
  {
32
- "steps": 15999985,
33
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-15999985.onnx",
34
  "reward": 0.0,
35
- "creation_time": 1691424711.922073,
36
  "auxillary_file_paths": [
37
- "results/SoccerTwos/SoccerTwos/SoccerTwos-15999985.pt"
38
  ]
39
  },
40
  {
41
- "steps": 16000076,
42
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-16000076.onnx",
43
  "reward": 0.0,
44
- "creation_time": 1691424712.242151,
45
  "auxillary_file_paths": [
46
- "results/SoccerTwos/SoccerTwos/SoccerTwos-16000076.pt"
47
  ]
48
  }
49
  ],
50
- "elo": 1523.730691385121,
51
  "final_checkpoint": {
52
- "steps": 16000076,
53
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
  "reward": 0.0,
55
- "creation_time": 1691424712.242151,
56
  "auxillary_file_paths": [
57
- "results/SoccerTwos/SoccerTwos/SoccerTwos-16000076.pt"
58
  ]
59
  }
60
  },
 
2
  "SoccerTwos": {
3
  "checkpoints": [
4
  {
5
+ "steps": 15999985,
6
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-15999985.onnx",
7
  "reward": 0.0,
8
+ "creation_time": 1691424711.922073,
9
  "auxillary_file_paths": [
10
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-15999985.pt"
11
  ]
12
  },
13
  {
14
+ "steps": 16000076,
15
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-16000076.onnx",
16
  "reward": 0.0,
17
+ "creation_time": 1691424712.242151,
18
  "auxillary_file_paths": [
19
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-16000076.pt"
20
  ]
21
  },
22
  {
23
+ "steps": 16499968,
24
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-16499968.onnx",
25
  "reward": 0.0,
26
+ "creation_time": 1691428142.8108828,
27
  "auxillary_file_paths": [
28
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-16499968.pt"
29
  ]
30
  },
31
  {
32
+ "steps": 16999840,
33
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-16999840.onnx",
34
  "reward": 0.0,
35
+ "creation_time": 1691429992.0673003,
36
  "auxillary_file_paths": [
37
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-16999840.pt"
38
  ]
39
  },
40
  {
41
+ "steps": 17000414,
42
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-17000414.onnx",
43
  "reward": 0.0,
44
+ "creation_time": 1691429992.5151367,
45
  "auxillary_file_paths": [
46
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-17000414.pt"
47
  ]
48
  }
49
  ],
50
+ "elo": 1534.3333126847701,
51
  "final_checkpoint": {
52
+ "steps": 17000414,
53
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
  "reward": 0.0,
55
+ "creation_time": 1691429992.5151367,
56
  "auxillary_file_paths": [
57
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-17000414.pt"
58
  ]
59
  }
60
  },