File size: 18,482 Bytes
7442c17
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
{
    "name": "root",
    "gauges": {
        "SnowballTarget.Policy.Entropy.mean": {
            "value": 0.9387471675872803,
            "min": 0.9212210178375244,
            "max": 2.8672304153442383,
            "count": 20
        },
        "SnowballTarget.Policy.Entropy.sum": {
            "value": 9025.115234375,
            "min": 9025.115234375,
            "max": 29489.46484375,
            "count": 20
        },
        "SnowballTarget.Step.mean": {
            "value": 199984.0,
            "min": 9952.0,
            "max": 199984.0,
            "count": 20
        },
        "SnowballTarget.Step.sum": {
            "value": 199984.0,
            "min": 9952.0,
            "max": 199984.0,
            "count": 20
        },
        "SnowballTarget.Policy.ExtrinsicValueEstimate.mean": {
            "value": 12.824334144592285,
            "min": 0.39173150062561035,
            "max": 12.824334144592285,
            "count": 20
        },
        "SnowballTarget.Policy.ExtrinsicValueEstimate.sum": {
            "value": 2500.7451171875,
            "min": 75.99591064453125,
            "max": 2610.6201171875,
            "count": 20
        },
        "SnowballTarget.Environment.EpisodeLength.mean": {
            "value": 199.0,
            "min": 199.0,
            "max": 199.0,
            "count": 20
        },
        "SnowballTarget.Environment.EpisodeLength.sum": {
            "value": 10945.0,
            "min": 8756.0,
            "max": 10945.0,
            "count": 20
        },
        "SnowballTarget.Losses.PolicyLoss.mean": {
            "value": 0.06807147768695894,
            "min": 0.06340846372676975,
            "max": 0.07506629889360952,
            "count": 20
        },
        "SnowballTarget.Losses.PolicyLoss.sum": {
            "value": 0.27228591074783576,
            "min": 0.2549859455179745,
            "max": 0.36454527843492474,
            "count": 20
        },
        "SnowballTarget.Losses.ValueLoss.mean": {
            "value": 0.2073683795683524,
            "min": 0.11570808273516413,
            "max": 0.2852107124293552,
            "count": 20
        },
        "SnowballTarget.Losses.ValueLoss.sum": {
            "value": 0.8294735182734096,
            "min": 0.4628323309406565,
            "max": 1.3678506457922506,
            "count": 20
        },
        "SnowballTarget.Policy.LearningRate.mean": {
            "value": 8.082097306000005e-06,
            "min": 8.082097306000005e-06,
            "max": 0.000291882002706,
            "count": 20
        },
        "SnowballTarget.Policy.LearningRate.sum": {
            "value": 3.232838922400002e-05,
            "min": 3.232838922400002e-05,
            "max": 0.00138516003828,
            "count": 20
        },
        "SnowballTarget.Policy.Epsilon.mean": {
            "value": 0.10269400000000001,
            "min": 0.10269400000000001,
            "max": 0.19729400000000002,
            "count": 20
        },
        "SnowballTarget.Policy.Epsilon.sum": {
            "value": 0.41077600000000003,
            "min": 0.41077600000000003,
            "max": 0.96172,
            "count": 20
        },
        "SnowballTarget.Policy.Beta.mean": {
            "value": 0.0001444306000000001,
            "min": 0.0001444306000000001,
            "max": 0.0048649706,
            "count": 20
        },
        "SnowballTarget.Policy.Beta.sum": {
            "value": 0.0005777224000000004,
            "min": 0.0005777224000000004,
            "max": 0.023089828,
            "count": 20
        },
        "SnowballTarget.Environment.CumulativeReward.mean": {
            "value": 24.931818181818183,
            "min": 3.6363636363636362,
            "max": 25.436363636363637,
            "count": 20
        },
        "SnowballTarget.Environment.CumulativeReward.sum": {
            "value": 1097.0,
            "min": 160.0,
            "max": 1399.0,
            "count": 20
        },
        "SnowballTarget.Policy.ExtrinsicReward.mean": {
            "value": 24.931818181818183,
            "min": 3.6363636363636362,
            "max": 25.436363636363637,
            "count": 20
        },
        "SnowballTarget.Policy.ExtrinsicReward.sum": {
            "value": 1097.0,
            "min": 160.0,
            "max": 1399.0,
            "count": 20
        },
        "SnowballTarget.IsTraining.mean": {
            "value": 1.0,
            "min": 1.0,
            "max": 1.0,
            "count": 20
        },
        "SnowballTarget.IsTraining.sum": {
            "value": 1.0,
            "min": 1.0,
            "max": 1.0,
            "count": 20
        }
    },
    "metadata": {
        "timer_format_version": "0.1.0",
        "start_time_seconds": "1720928701",
        "python_version": "3.10.12 (main, Mar 22 2024, 16:50:05) [GCC 11.4.0]",
        "command_line_arguments": "/usr/local/bin/mlagents-learn ./config/ppo/SnowballTarget.yaml --env=./training-envs-executables/linux/SnowballTarget/SnowballTarget --run-id=SnowballTarget1 --no-graphics",
        "mlagents_version": "1.1.0.dev0",
        "mlagents_envs_version": "1.1.0.dev0",
        "communication_protocol_version": "1.5.0",
        "pytorch_version": "2.3.0+cu121",
        "numpy_version": "1.23.5",
        "end_time_seconds": "1720929367"
    },
    "total": 665.8631706230001,
    "count": 1,
    "self": 0.5981226230001084,
    "children": {
        "run_training.setup": {
            "total": 0.07664316500000723,
            "count": 1,
            "self": 0.07664316500000723
        },
        "TrainerController.start_learning": {
            "total": 665.188404835,
            "count": 1,
            "self": 1.3247049630047059,
            "children": {
                "TrainerController._reset_env": {
                    "total": 3.957706900000005,
                    "count": 1,
                    "self": 3.957706900000005
                },
                "TrainerController.advance": {
                    "total": 659.8011015909952,
                    "count": 18221,
                    "self": 0.46972508399198887,
                    "children": {
                        "env_step": {
                            "total": 659.3313765070033,
                            "count": 18221,
                            "self": 508.0149107060133,
                            "children": {
                                "SubprocessEnvManager._take_step": {
                                    "total": 150.85564829798898,
                                    "count": 18221,
                                    "self": 3.0093157019812793,
                                    "children": {
                                        "TorchPolicy.evaluate": {
                                            "total": 147.8463325960077,
                                            "count": 18221,
                                            "self": 147.8463325960077
                                        }
                                    }
                                },
                                "workers": {
                                    "total": 0.46081750300095337,
                                    "count": 18221,
                                    "self": 0.0,
                                    "children": {
                                        "worker_root": {
                                            "total": 662.5543487319914,
                                            "count": 18221,
                                            "is_parallel": true,
                                            "self": 314.1294488929919,
                                            "children": {
                                                "run_training.setup": {
                                                    "total": 0.0,
                                                    "count": 0,
                                                    "is_parallel": true,
                                                    "self": 0.0,
                                                    "children": {
                                                        "steps_from_proto": {
                                                            "total": 0.010119637000002513,
                                                            "count": 1,
                                                            "is_parallel": true,
                                                            "self": 0.004753484000048047,
                                                            "children": {
                                                                "_process_rank_one_or_two_observation": {
                                                                    "total": 0.0053661529999544655,
                                                                    "count": 10,
                                                                    "is_parallel": true,
                                                                    "self": 0.0053661529999544655
                                                                }
                                                            }
                                                        },
                                                        "UnityEnvironment.step": {
                                                            "total": 0.05202028799999425,
                                                            "count": 1,
                                                            "is_parallel": true,
                                                            "self": 0.0011061550000590614,
                                                            "children": {
                                                                "UnityEnvironment._generate_step_input": {
                                                                    "total": 0.0005464070000016363,
                                                                    "count": 1,
                                                                    "is_parallel": true,
                                                                    "self": 0.0005464070000016363
                                                                },
                                                                "communicator.exchange": {
                                                                    "total": 0.047270214999969085,
                                                                    "count": 1,
                                                                    "is_parallel": true,
                                                                    "self": 0.047270214999969085
                                                                },
                                                                "steps_from_proto": {
                                                                    "total": 0.00309751099996447,
                                                                    "count": 1,
                                                                    "is_parallel": true,
                                                                    "self": 0.0006192950000354358,
                                                                    "children": {
                                                                        "_process_rank_one_or_two_observation": {
                                                                            "total": 0.0024782159999290343,
                                                                            "count": 10,
                                                                            "is_parallel": true,
                                                                            "self": 0.0024782159999290343
                                                                        }
                                                                    }
                                                                }
                                                            }
                                                        }
                                                    }
                                                },
                                                "UnityEnvironment.step": {
                                                    "total": 348.42489983899947,
                                                    "count": 18220,
                                                    "is_parallel": true,
                                                    "self": 16.435906567996938,
                                                    "children": {
                                                        "UnityEnvironment._generate_step_input": {
                                                            "total": 8.058868768001105,
                                                            "count": 18220,
                                                            "is_parallel": true,
                                                            "self": 8.058868768001105
                                                        },
                                                        "communicator.exchange": {
                                                            "total": 276.002330164,
                                                            "count": 18220,
                                                            "is_parallel": true,
                                                            "self": 276.002330164
                                                        },
                                                        "steps_from_proto": {
                                                            "total": 47.92779433900142,
                                                            "count": 18220,
                                                            "is_parallel": true,
                                                            "self": 9.695537653006795,
                                                            "children": {
                                                                "_process_rank_one_or_two_observation": {
                                                                    "total": 38.23225668599463,
                                                                    "count": 182200,
                                                                    "is_parallel": true,
                                                                    "self": 38.23225668599463
                                                                }
                                                            }
                                                        }
                                                    }
                                                }
                                            }
                                        }
                                    }
                                }
                            }
                        }
                    }
                },
                "trainer_threads": {
                    "total": 0.00022794300002715318,
                    "count": 1,
                    "self": 0.00022794300002715318,
                    "children": {
                        "thread_root": {
                            "total": 0.0,
                            "count": 0,
                            "is_parallel": true,
                            "self": 0.0,
                            "children": {
                                "trainer_advance": {
                                    "total": 652.4678362560599,
                                    "count": 797550,
                                    "is_parallel": true,
                                    "self": 20.334076866069495,
                                    "children": {
                                        "process_trajectory": {
                                            "total": 361.2402249239901,
                                            "count": 797550,
                                            "is_parallel": true,
                                            "self": 359.6055902209902,
                                            "children": {
                                                "RLTrainer._checkpoint": {
                                                    "total": 1.6346347029999038,
                                                    "count": 4,
                                                    "is_parallel": true,
                                                    "self": 1.6346347029999038
                                                }
                                            }
                                        },
                                        "_update_policy": {
                                            "total": 270.89353446600023,
                                            "count": 90,
                                            "is_parallel": true,
                                            "self": 75.90990977599472,
                                            "children": {
                                                "TorchPPOOptimizer.update": {
                                                    "total": 194.9836246900055,
                                                    "count": 4587,
                                                    "is_parallel": true,
                                                    "self": 194.9836246900055
                                                }
                                            }
                                        }
                                    }
                                }
                            }
                        }
                    }
                },
                "TrainerController._save_models": {
                    "total": 0.10466343799998867,
                    "count": 1,
                    "self": 0.0013529109999126376,
                    "children": {
                        "RLTrainer._checkpoint": {
                            "total": 0.10331052700007604,
                            "count": 1,
                            "self": 0.10331052700007604
                        }
                    }
                }
            }
        }
    }
}