philippds commited on
Commit
b92649a
1 Parent(s): 1d9be38

Upload 9 files

Browse files
Agent.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a1769ba7fb559a1f91727cfe87a4306b5d0a57ae36217a9b1c863515eec37fd9
3
+ size 1110764
Agent/Agent-451881.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a1769ba7fb559a1f91727cfe87a4306b5d0a57ae36217a9b1c863515eec37fd9
3
+ size 1110764
Agent/Agent-451881.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:838a127cb054b7fc917e89acd226393b26ffa808ee8d3ad089dae1f28872f0af
3
+ size 7958695
Agent/checkpoint.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:838a127cb054b7fc917e89acd226393b26ffa808ee8d3ad089dae1f28872f0af
3
+ size 7958695
Agent/events.out.tfevents.1716705329.RICHARD.30472.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fc080a00269927cbd7a7b03c8544dbbedc27480f8a967fcc27da78f69748edc7
3
+ size 210668
README.md ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: hivex
3
+ original_train_name: WildfireResourceManagement_difficulty_4_task_1_run_id_1_train
4
+ tags:
5
+ - hivex
6
+ - hivex-wildfire-resource-management
7
+ - reinforcement-learning
8
+ - multi-agent-reinforcement-learning
9
+ model-index:
10
+ - name: hivex-WRM-PPO-baseline-task-1-difficulty-4
11
+ results:
12
+ - task:
13
+ type: sub-task
14
+ name: keep_all
15
+ task-id: 1
16
+ difficulty-id: 4
17
+ dataset:
18
+ name: hivex-wildfire-resource-management
19
+ type: hivex-wildfire-resource-management
20
+ metrics:
21
+ - type: cumulative_reward
22
+ value: 417.6073974609375 +/- 190.19011561647912
23
+ name: Cumulative Reward
24
+ verified: true
25
+ - type: collective_performance
26
+ value: 72.88476066589355 +/- 36.648931872523086
27
+ name: Collective Performance
28
+ verified: true
29
+ - type: individual_performance
30
+ value: 37.18313026428223 +/- 17.18048840702159
31
+ name: Individual Performance
32
+ verified: true
33
+ - type: reward_for_moving_resources_to_neighbours
34
+ value: 1.0694182068109512 +/- 0.452972812288188
35
+ name: Reward for Moving Resources to Neighbours
36
+ verified: true
37
+ - type: reward_for_moving_resources_to_self
38
+ value: 324.34189453125 +/- 153.73020446695705
39
+ name: Reward for Moving Resources to Self
40
+ verified: true
41
+ ---
configuration.yaml ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ default_settings: null
2
+ behaviors:
3
+ Agent:
4
+ trainer_type: ppo
5
+ hyperparameters:
6
+ batch_size: 128
7
+ buffer_size: 2048
8
+ learning_rate: 0.0003
9
+ beta: 0.01
10
+ epsilon: 0.2
11
+ lambd: 0.95
12
+ num_epoch: 3
13
+ shared_critic: false
14
+ learning_rate_schedule: linear
15
+ beta_schedule: linear
16
+ epsilon_schedule: linear
17
+ network_settings:
18
+ normalize: false
19
+ hidden_units: 512
20
+ num_layers: 2
21
+ vis_encode_type: simple
22
+ memory: null
23
+ goal_conditioning_type: hyper
24
+ deterministic: false
25
+ reward_signals:
26
+ curiosity:
27
+ gamma: 0.99
28
+ strength: 0.02
29
+ network_settings:
30
+ normalize: false
31
+ hidden_units: 256
32
+ num_layers: 2
33
+ vis_encode_type: simple
34
+ memory: null
35
+ goal_conditioning_type: hyper
36
+ deterministic: false
37
+ learning_rate: 0.0003
38
+ encoding_size: 256
39
+ extrinsic:
40
+ gamma: 0.99
41
+ strength: 1.0
42
+ network_settings:
43
+ normalize: false
44
+ hidden_units: 128
45
+ num_layers: 2
46
+ vis_encode_type: simple
47
+ memory: null
48
+ goal_conditioning_type: hyper
49
+ deterministic: false
50
+ init_path: null
51
+ keep_checkpoints: 5
52
+ checkpoint_interval: 500000
53
+ max_steps: 450000
54
+ time_horizon: 2048
55
+ summary_freq: 4500
56
+ threaded: true
57
+ self_play: null
58
+ behavioral_cloning: null
59
+ env_settings:
60
+ env_path: c:/users/pdsie/documents/hivex/src/hivex/training/baseline/ml_agents/dev_environments/Hivex_WildfireResourceManagement_win
61
+ env_args: null
62
+ base_port: 5006
63
+ num_envs: 1
64
+ num_areas: 1
65
+ seed: 5000
66
+ max_lifetime_restarts: 10
67
+ restarts_rate_limit_n: 1
68
+ restarts_rate_limit_period_s: 60
69
+ engine_settings:
70
+ width: 84
71
+ height: 84
72
+ quality_level: 5
73
+ time_scale: 20
74
+ target_frame_rate: -1
75
+ capture_frame_rate: 60
76
+ no_graphics: true
77
+ environment_parameters:
78
+ difficulty:
79
+ curriculum:
80
+ - value:
81
+ sampler_type: constant
82
+ sampler_parameters:
83
+ seed: 5000
84
+ value: 4
85
+ name: difficulty
86
+ completion_criteria: null
87
+ task:
88
+ curriculum:
89
+ - value:
90
+ sampler_type: constant
91
+ sampler_parameters:
92
+ seed: 5001
93
+ value: 1
94
+ name: task
95
+ completion_criteria: null
96
+ checkpoint_settings:
97
+ run_id: WildfireResourceManagement/train/WildfireResourceManagement_difficulty_4_task_1_run_id_1_train
98
+ initialize_from: null
99
+ load_model: false
100
+ resume: false
101
+ force: false
102
+ train_model: false
103
+ inference: false
104
+ results_dir: results
105
+ torch_settings:
106
+ device: null
107
+ debug: false
run_logs/timers.json ADDED
@@ -0,0 +1,459 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "root",
3
+ "gauges": {
4
+ "Agent.Policy.Entropy.mean": {
5
+ "value": 3.819244623184204,
6
+ "min": 3.7307422161102295,
7
+ "max": 4.386801719665527,
8
+ "count": 100
9
+ },
10
+ "Agent.Policy.Entropy.sum": {
11
+ "value": 19042.75390625,
12
+ "min": 4289.28125,
13
+ "max": 30478.578125,
14
+ "count": 100
15
+ },
16
+ "Agent.WildfireResourceManagement.IndividualResourceCount.mean": {
17
+ "value": 0.8925926861939607,
18
+ "min": 0.591666718117065,
19
+ "max": 0.9000000953674316,
20
+ "count": 100
21
+ },
22
+ "Agent.WildfireResourceManagement.IndividualResourceCount.sum": {
23
+ "value": 24.10000252723694,
24
+ "min": 7.700000762939453,
25
+ "max": 31.90000331401825,
26
+ "count": 100
27
+ },
28
+ "Agent.WildfireResourceManagement.RewardforMovingResourcestoNeighbours.mean": {
29
+ "value": 1.6049925530398335,
30
+ "min": 0.67937561698434,
31
+ "max": 14.81256072388755,
32
+ "count": 100
33
+ },
34
+ "Agent.WildfireResourceManagement.RewardforMovingResourcestoNeighbours.sum": {
35
+ "value": 43.3347989320755,
36
+ "min": 8.135640531778336,
37
+ "max": 533.2521860599518,
38
+ "count": 100
39
+ },
40
+ "Agent.WildfireResourceManagement.RewardforMovingResourcestoSelf.mean": {
41
+ "value": 280.6201226976183,
42
+ "min": 45.81873871882757,
43
+ "max": 601.0170016818577,
44
+ "count": 100
45
+ },
46
+ "Agent.WildfireResourceManagement.RewardforMovingResourcestoSelf.sum": {
47
+ "value": 7576.743312835693,
48
+ "min": 1078.1508674621582,
49
+ "max": 8900.062866210938,
50
+ "count": 100
51
+ },
52
+ "Agent.WildfireResourceManagement.CollectivePerformance.mean": {
53
+ "value": 58.1377515439634,
54
+ "min": 21.758203930324978,
55
+ "max": 127.10852474636502,
56
+ "count": 100
57
+ },
58
+ "Agent.WildfireResourceManagement.CollectivePerformance.sum": {
59
+ "value": 1569.7192916870117,
60
+ "min": 256.5160427093506,
61
+ "max": 2025.870735168457,
62
+ "count": 100
63
+ },
64
+ "Agent.WildfireResourceManagement.IndividualPerformance.mean": {
65
+ "value": 32.70443976366961,
66
+ "min": 9.882572138750994,
67
+ "max": 68.49602699279785,
68
+ "count": 100
69
+ },
70
+ "Agent.WildfireResourceManagement.IndividualPerformance.sum": {
71
+ "value": 883.0198736190796,
72
+ "min": 141.38350296020508,
73
+ "max": 1078.5908308029175,
74
+ "count": 100
75
+ },
76
+ "Agent.Environment.LessonNumber.difficulty.mean": {
77
+ "value": 0.0,
78
+ "min": 0.0,
79
+ "max": 0.0,
80
+ "count": 100
81
+ },
82
+ "Agent.Environment.LessonNumber.difficulty.sum": {
83
+ "value": 0.0,
84
+ "min": 0.0,
85
+ "max": 0.0,
86
+ "count": 100
87
+ },
88
+ "Agent.Environment.LessonNumber.task.mean": {
89
+ "value": 0.0,
90
+ "min": 0.0,
91
+ "max": 0.0,
92
+ "count": 100
93
+ },
94
+ "Agent.Environment.LessonNumber.task.sum": {
95
+ "value": 0.0,
96
+ "min": 0.0,
97
+ "max": 0.0,
98
+ "count": 100
99
+ },
100
+ "Agent.Environment.EpisodeLength.mean": {
101
+ "value": 184.0,
102
+ "min": 87.0,
103
+ "max": 447.0,
104
+ "count": 100
105
+ },
106
+ "Agent.Environment.EpisodeLength.sum": {
107
+ "value": 4968.0,
108
+ "min": 1026.0,
109
+ "max": 7254.0,
110
+ "count": 100
111
+ },
112
+ "Agent.Step.mean": {
113
+ "value": 449820.0,
114
+ "min": 4428.0,
115
+ "max": 449820.0,
116
+ "count": 100
117
+ },
118
+ "Agent.Step.sum": {
119
+ "value": 449820.0,
120
+ "min": 4428.0,
121
+ "max": 449820.0,
122
+ "count": 100
123
+ },
124
+ "Agent.Policy.CuriosityValueEstimate.mean": {
125
+ "value": 0.008253022097051144,
126
+ "min": -0.01098969578742981,
127
+ "max": 0.11557966470718384,
128
+ "count": 100
129
+ },
130
+ "Agent.Policy.CuriosityValueEstimate.sum": {
131
+ "value": 0.18156647682189941,
132
+ "min": -0.31295323371887207,
133
+ "max": 2.6608996391296387,
134
+ "count": 100
135
+ },
136
+ "Agent.Policy.ExtrinsicValueEstimate.mean": {
137
+ "value": 109.61951446533203,
138
+ "min": 3.4747350215911865,
139
+ "max": 142.3261260986328,
140
+ "count": 100
141
+ },
142
+ "Agent.Policy.ExtrinsicValueEstimate.sum": {
143
+ "value": 2411.62939453125,
144
+ "min": 90.34310913085938,
145
+ "max": 3435.68798828125,
146
+ "count": 100
147
+ },
148
+ "Agent.Environment.CumulativeReward.mean": {
149
+ "value": 360.1073254671964,
150
+ "min": 125.30809020996094,
151
+ "max": 596.1586990356445,
152
+ "count": 100
153
+ },
154
+ "Agent.Environment.CumulativeReward.sum": {
155
+ "value": 7922.36116027832,
156
+ "min": 3258.0103454589844,
157
+ "max": 8327.31449508667,
158
+ "count": 100
159
+ },
160
+ "Agent.Policy.CuriosityReward.mean": {
161
+ "value": 0.020046667746183546,
162
+ "min": 0.018585384286080416,
163
+ "max": 0.23163615815017535,
164
+ "count": 100
165
+ },
166
+ "Agent.Policy.CuriosityReward.sum": {
167
+ "value": 0.44102669041603804,
168
+ "min": 0.3487332761287689,
169
+ "max": 5.327631637454033,
170
+ "count": 100
171
+ },
172
+ "Agent.Policy.ExtrinsicReward.mean": {
173
+ "value": 360.1073254671964,
174
+ "min": 125.30809020996094,
175
+ "max": 596.1586990356445,
176
+ "count": 100
177
+ },
178
+ "Agent.Policy.ExtrinsicReward.sum": {
179
+ "value": 7922.36116027832,
180
+ "min": 3258.0103454589844,
181
+ "max": 8327.31449508667,
182
+ "count": 100
183
+ },
184
+ "Agent.Losses.PolicyLoss.mean": {
185
+ "value": 0.07718256808861736,
186
+ "min": 0.05442361848517543,
187
+ "max": 0.0802428622949211,
188
+ "count": 99
189
+ },
190
+ "Agent.Losses.PolicyLoss.sum": {
191
+ "value": 0.1543651361772347,
192
+ "min": 0.05442361848517543,
193
+ "max": 0.1543651361772347,
194
+ "count": 99
195
+ },
196
+ "Agent.Losses.ValueLoss.mean": {
197
+ "value": 882.486283372491,
198
+ "min": 129.94530735845152,
199
+ "max": 1118.2718302408855,
200
+ "count": 99
201
+ },
202
+ "Agent.Losses.ValueLoss.sum": {
203
+ "value": 1764.972566744982,
204
+ "min": 129.94530735845152,
205
+ "max": 2061.500443239263,
206
+ "count": 99
207
+ },
208
+ "Agent.Policy.LearningRate.mean": {
209
+ "value": 1.0980996339999984e-06,
210
+ "min": 1.0980996339999984e-06,
211
+ "max": 0.00029796000068000006,
212
+ "count": 99
213
+ },
214
+ "Agent.Policy.LearningRate.sum": {
215
+ "value": 2.1961992679999967e-06,
216
+ "min": 2.1961992679999967e-06,
217
+ "max": 0.0005911860029379999,
218
+ "count": 99
219
+ },
220
+ "Agent.Policy.Epsilon.mean": {
221
+ "value": 0.10036600000000001,
222
+ "min": 0.10036600000000001,
223
+ "max": 0.19932,
224
+ "count": 99
225
+ },
226
+ "Agent.Policy.Epsilon.sum": {
227
+ "value": 0.20073200000000002,
228
+ "min": 0.10149800000000003,
229
+ "max": 0.397062,
230
+ "count": 99
231
+ },
232
+ "Agent.Policy.Beta.mean": {
233
+ "value": 4.656339999999997e-05,
234
+ "min": 4.656339999999997e-05,
235
+ "max": 0.009932068000000002,
236
+ "count": 99
237
+ },
238
+ "Agent.Policy.Beta.sum": {
239
+ "value": 9.312679999999994e-05,
240
+ "min": 9.312679999999994e-05,
241
+ "max": 0.019706493800000002,
242
+ "count": 99
243
+ },
244
+ "Agent.Losses.CuriosityForwardLoss.mean": {
245
+ "value": 0.004536120411831567,
246
+ "min": 0.0038929327482079296,
247
+ "max": 0.37060696955608285,
248
+ "count": 99
249
+ },
250
+ "Agent.Losses.CuriosityForwardLoss.sum": {
251
+ "value": 0.009072240823663135,
252
+ "min": 0.0038929327482079296,
253
+ "max": 0.37060696955608285,
254
+ "count": 99
255
+ },
256
+ "Agent.Losses.CuriosityInverseLoss.mean": {
257
+ "value": 3.7282462850277556,
258
+ "min": 3.6637250021392225,
259
+ "max": 4.391513147215912,
260
+ "count": 99
261
+ },
262
+ "Agent.Losses.CuriosityInverseLoss.sum": {
263
+ "value": 7.456492570055511,
264
+ "min": 3.6637250021392225,
265
+ "max": 8.727435648964164,
266
+ "count": 99
267
+ },
268
+ "Agent.IsTraining.mean": {
269
+ "value": 1.0,
270
+ "min": 1.0,
271
+ "max": 1.0,
272
+ "count": 100
273
+ },
274
+ "Agent.IsTraining.sum": {
275
+ "value": 1.0,
276
+ "min": 1.0,
277
+ "max": 1.0,
278
+ "count": 100
279
+ }
280
+ },
281
+ "metadata": {
282
+ "timer_format_version": "0.1.0",
283
+ "start_time_seconds": "1716705326",
284
+ "python_version": "3.9.18 (main, Sep 11 2023, 14:09:26) [MSC v.1916 64 bit (AMD64)]",
285
+ "command_line_arguments": "C:\\Users\\pdsie\\anaconda3\\envs\\mlagents20\\Scripts\\mlagents-learn c:/users/pdsie/documents/hivex/src/hivex/training/baseline/ml_agents/configs/mlagents/tmp/train/WildfireResourceManagement_difficulty_4_task_1_run_id_1_train.yaml --run-id=WildfireResourceManagement/train/WildfireResourceManagement_difficulty_4_task_1_run_id_1_train --base-port 5006",
286
+ "mlagents_version": "0.30.0",
287
+ "mlagents_envs_version": "0.30.0",
288
+ "communication_protocol_version": "1.5.0",
289
+ "pytorch_version": "1.7.1+cu110",
290
+ "numpy_version": "1.21.0",
291
+ "end_time_seconds": "1716707102"
292
+ },
293
+ "total": 1775.3793438,
294
+ "count": 1,
295
+ "self": 0.19414809999989302,
296
+ "children": {
297
+ "run_training.setup": {
298
+ "total": 0.05449949999999992,
299
+ "count": 1,
300
+ "self": 0.05449949999999992
301
+ },
302
+ "TrainerController.start_learning": {
303
+ "total": 1775.1306962,
304
+ "count": 1,
305
+ "self": 1.1985832000175378,
306
+ "children": {
307
+ "TrainerController._reset_env": {
308
+ "total": 3.6451133000000002,
309
+ "count": 1,
310
+ "self": 3.6451133000000002
311
+ },
312
+ "TrainerController.advance": {
313
+ "total": 1770.2040060999825,
314
+ "count": 50210,
315
+ "self": 1.0093273999830217,
316
+ "children": {
317
+ "env_step": {
318
+ "total": 1769.1946786999995,
319
+ "count": 50210,
320
+ "self": 1488.48051620002,
321
+ "children": {
322
+ "SubprocessEnvManager._take_step": {
323
+ "total": 280.23331589999856,
324
+ "count": 50210,
325
+ "self": 1.7753423000338557,
326
+ "children": {
327
+ "TorchPolicy.evaluate": {
328
+ "total": 278.4579735999647,
329
+ "count": 50210,
330
+ "self": 278.4579735999647
331
+ }
332
+ }
333
+ },
334
+ "workers": {
335
+ "total": 0.48084659998090995,
336
+ "count": 50210,
337
+ "self": 0.0,
338
+ "children": {
339
+ "worker_root": {
340
+ "total": 1771.011025399997,
341
+ "count": 50210,
342
+ "is_parallel": true,
343
+ "self": 340.8393514999939,
344
+ "children": {
345
+ "steps_from_proto": {
346
+ "total": 0.00034840000000002647,
347
+ "count": 1,
348
+ "is_parallel": true,
349
+ "self": 0.00016790000000010963,
350
+ "children": {
351
+ "_process_rank_one_or_two_observation": {
352
+ "total": 0.00018049999999991684,
353
+ "count": 2,
354
+ "is_parallel": true,
355
+ "self": 0.00018049999999991684
356
+ }
357
+ }
358
+ },
359
+ "UnityEnvironment.step": {
360
+ "total": 1430.1713255000031,
361
+ "count": 50210,
362
+ "is_parallel": true,
363
+ "self": 3.3134221000104844,
364
+ "children": {
365
+ "UnityEnvironment._generate_step_input": {
366
+ "total": 4.092450299996786,
367
+ "count": 50210,
368
+ "is_parallel": true,
369
+ "self": 4.092450299996786
370
+ },
371
+ "communicator.exchange": {
372
+ "total": 1413.1453389999845,
373
+ "count": 50210,
374
+ "is_parallel": true,
375
+ "self": 1413.1453389999845
376
+ },
377
+ "steps_from_proto": {
378
+ "total": 9.620114100011495,
379
+ "count": 50210,
380
+ "is_parallel": true,
381
+ "self": 4.9191814000148115,
382
+ "children": {
383
+ "_process_rank_one_or_two_observation": {
384
+ "total": 4.700932699996684,
385
+ "count": 100420,
386
+ "is_parallel": true,
387
+ "self": 4.700932699996684
388
+ }
389
+ }
390
+ }
391
+ }
392
+ }
393
+ }
394
+ }
395
+ }
396
+ }
397
+ }
398
+ }
399
+ }
400
+ },
401
+ "trainer_threads": {
402
+ "total": 3.530000003593159e-05,
403
+ "count": 1,
404
+ "self": 3.530000003593159e-05,
405
+ "children": {
406
+ "thread_root": {
407
+ "total": 0.0,
408
+ "count": 0,
409
+ "is_parallel": true,
410
+ "self": 0.0,
411
+ "children": {
412
+ "trainer_advance": {
413
+ "total": 1770.3359343999443,
414
+ "count": 88549,
415
+ "is_parallel": true,
416
+ "self": 2.8304801999620395,
417
+ "children": {
418
+ "process_trajectory": {
419
+ "total": 1404.9806838999818,
420
+ "count": 88549,
421
+ "is_parallel": true,
422
+ "self": 1404.9806838999818
423
+ },
424
+ "_update_policy": {
425
+ "total": 362.5247703000005,
426
+ "count": 148,
427
+ "is_parallel": true,
428
+ "self": 178.21139590000223,
429
+ "children": {
430
+ "TorchPPOOptimizer.update": {
431
+ "total": 184.31337439999828,
432
+ "count": 10317,
433
+ "is_parallel": true,
434
+ "self": 184.31337439999828
435
+ }
436
+ }
437
+ }
438
+ }
439
+ }
440
+ }
441
+ }
442
+ }
443
+ },
444
+ "TrainerController._save_models": {
445
+ "total": 0.08295829999997295,
446
+ "count": 1,
447
+ "self": 0.0061673999998674844,
448
+ "children": {
449
+ "RLTrainer._checkpoint": {
450
+ "total": 0.07679090000010547,
451
+ "count": 1,
452
+ "self": 0.07679090000010547
453
+ }
454
+ }
455
+ }
456
+ }
457
+ }
458
+ }
459
+ }
run_logs/training_status.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "difficulty": {
3
+ "lesson_num": 0
4
+ },
5
+ "task": {
6
+ "lesson_num": 0
7
+ },
8
+ "Agent": {
9
+ "checkpoints": [
10
+ {
11
+ "steps": 451881,
12
+ "file_path": "results\\WildfireResourceManagement/train/WildfireResourceManagement_difficulty_4_task_1_run_id_1_train\\Agent\\Agent-451881.onnx",
13
+ "reward": 364.2856224907769,
14
+ "creation_time": 1716707101.8355615,
15
+ "auxillary_file_paths": [
16
+ "results\\WildfireResourceManagement/train/WildfireResourceManagement_difficulty_4_task_1_run_id_1_train\\Agent\\Agent-451881.pt"
17
+ ]
18
+ }
19
+ ],
20
+ "final_checkpoint": {
21
+ "steps": 451881,
22
+ "file_path": "results\\WildfireResourceManagement/train/WildfireResourceManagement_difficulty_4_task_1_run_id_1_train\\Agent.onnx",
23
+ "reward": 364.2856224907769,
24
+ "creation_time": 1716707101.8355615,
25
+ "auxillary_file_paths": [
26
+ "results\\WildfireResourceManagement/train/WildfireResourceManagement_difficulty_4_task_1_run_id_1_train\\Agent\\Agent-451881.pt"
27
+ ]
28
+ }
29
+ },
30
+ "metadata": {
31
+ "stats_format_version": "0.3.0",
32
+ "mlagents_version": "0.30.0",
33
+ "torch_version": "1.7.1+cu110"
34
+ }
35
+ }