summaryrefslogtreecommitdiff
path: root/results/bci_v2_calibrated_dev/bci_v2_calibrated_t26_m0.json
blob: b2fc4f32e7fb210cb59d0cbb513f29ab40f43744 (plain)
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
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
{
  "args": {
    "model_seed": 0,
    "outdir": "results/bci_v2_calibrated_dev",
    "task_seed": 26
  },
  "assays": {
    "challenge": {
      "active_state_episode_steps_by_mode": {
        "acute_critic_lesion": 12882,
        "acute_outcome_lesion": 12882,
        "intact": 12882
      },
      "calibration": {
        "active_state_episode_steps": 14336,
        "episodes": 512,
        "maximum_cursor_summary": {
          "maximum": 1.9664530754089355,
          "median": 1.9004390239715576,
          "minimum": 1.6664398908615112
        },
        "quantiles": [
          0.2,
          0.35,
          0.5,
          0.65,
          0.8
        ],
        "seed": 550026,
        "targets": [
          1.859693741798401,
          1.8864485919475555,
          1.9004749059677124,
          1.9156511783599854,
          1.929451322555542
        ],
        "uses_outcome_labels": false
      },
      "episodes_per_target": 128,
      "maximum_steps_per_episode": 28,
      "selection_over_evaluation_outcomes": false,
      "targets": [
        1.859693741798401,
        1.8864485919475555,
        1.9004749059677124,
        1.9156511783599854,
        1.929451322555542
      ],
      "trajectory_seeds": {
        "1": 586000,
        "2": 586001,
        "3": 586002,
        "4": 586003,
        "5": 586004
      }
    },
    "performance_evaluation_episodes": 256,
    "performance_evaluation_seed": 540026
  },
  "conditions": {
    "critic_training_lesion": {
      "cost": {
        "active_state_episode_steps": 25088,
        "cursor_scalar_observations": 12544,
        "maximum_state_episode_steps": 25088,
        "reverse_mode_calls": 0,
        "role_probe_examples": 6272,
        "task_loss_queries": 0,
        "terminal_outcome_observations": 896
      },
      "critic_l2_after_training": 0.0,
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "early_success": 0.0,
      "evaluation_active_state_episode_steps": 7168,
      "final_success": 0.0,
      "late_success": 0.0,
      "learning_gain": 0.0,
      "role_cosine_after_training": 0.9942126274108887,
      "training_wall_s": 0.21116646006703377
    },
    "fixed_role": {
      "cost": {
        "active_state_episode_steps": 25088,
        "cursor_scalar_observations": 12544,
        "maximum_state_episode_steps": 25088,
        "reverse_mode_calls": 0,
        "role_probe_examples": 6272,
        "task_loss_queries": 0,
        "terminal_outcome_observations": 896
      },
      "critic_l2_after_training": 0.06177661940455437,
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "early_success": 0.0,
      "evaluation_active_state_episode_steps": 7168,
      "final_success": 0.0,
      "late_success": 0.0,
      "learning_gain": 0.0,
      "role_cosine_after_training": -0.1393236517906189,
      "training_wall_s": 0.21275918185710907
    },
    "intact": {
      "cost": {
        "active_state_episode_steps": 16204,
        "cursor_scalar_observations": 8554,
        "maximum_state_episode_steps": 25088,
        "reverse_mode_calls": 0,
        "role_probe_examples": 4277,
        "task_loss_queries": 0,
        "terminal_outcome_observations": 896
      },
      "critic_l2_after_training": 0.5207661390304565,
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.015625,
        0.203125,
        0.6875,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0
      ],
      "early_success": 0.0,
      "evaluation_active_state_episode_steps": 263,
      "final_success": 1.0,
      "late_success": 1.0,
      "learning_gain": 1.0,
      "role_cosine_after_training": 0.9405146241188049,
      "training_wall_s": 0.2710344232618809
    },
    "oracle_role": {
      "cost": {
        "active_state_episode_steps": 15936,
        "cursor_scalar_observations": 8436,
        "maximum_state_episode_steps": 25088,
        "reverse_mode_calls": 0,
        "role_probe_examples": 4218,
        "task_loss_queries": 0,
        "terminal_outcome_observations": 896
      },
      "critic_l2_after_training": 0.45849862694740295,
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.03125,
        0.265625,
        0.796875,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0
      ],
      "early_success": 0.0,
      "evaluation_active_state_episode_steps": 267,
      "final_success": 1.0,
      "late_success": 1.0,
      "learning_gain": 1.0,
      "role_cosine_after_training": 1.0000001192092896,
      "training_wall_s": 0.2009308896958828
    },
    "outcome_training_lesion": {
      "cost": {
        "active_state_episode_steps": 19102,
        "cursor_scalar_observations": 9788,
        "maximum_state_episode_steps": 25088,
        "reverse_mode_calls": 0,
        "role_probe_examples": 4894,
        "task_loss_queries": 0,
        "terminal_outcome_observations": 896
      },
      "critic_l2_after_training": 0.18997597694396973,
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.015625,
        0.15625,
        0.25,
        0.671875,
        0.8125,
        0.96875,
        1.0,
        1.0
      ],
      "early_success": 0.0,
      "evaluation_active_state_episode_steps": 641,
      "final_success": 1.0,
      "late_success": 0.9895833333333334,
      "learning_gain": 0.9895833333333334,
      "role_cosine_after_training": 0.9652196764945984,
      "training_wall_s": 0.22571271285414696
    },
    "plasticity_lesion": {
      "cost": {
        "active_state_episode_steps": 25088,
        "cursor_scalar_observations": 12544,
        "maximum_state_episode_steps": 25088,
        "reverse_mode_calls": 0,
        "role_probe_examples": 6272,
        "task_loss_queries": 0,
        "terminal_outcome_observations": 896
      },
      "critic_l2_after_training": 0.06284985691308975,
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "early_success": 0.0,
      "evaluation_active_state_episode_steps": 7168,
      "final_success": 0.0,
      "late_success": 0.0,
      "learning_gain": 0.0,
      "role_cosine_after_training": 0.9942126870155334,
      "training_wall_s": 0.20297767594456673
    }
  },
  "config": {
    "context_ar": 0.8,
    "context_dim": 16,
    "coupling_scale": 1.0,
    "critic_eta": 0.03,
    "days": 14,
    "eligibility_decay": 0.8,
    "episodes_per_day": 64,
    "feedback": "performance_velocity",
    "forward_eta": 0.1,
    "gamma": 0.8,
    "inertia": 0.65,
    "kappa": 0.0,
    "n_background": 30,
    "n_minus": 5,
    "n_plus": 5,
    "perturb_every": 4,
    "perturb_sigma": 0.03,
    "predictor_eta": 0.2,
    "process_noise": 0.12,
    "steps_per_episode": 28,
    "target": 0.8,
    "terminal_reward": 1.0,
    "vectorizer_eta": 0.03,
    "velocity_reward_scale": 1.0
  },
  "finite": true,
  "hardware": {
    "device": "cpu",
    "platform": "Linux-5.15.0-161-generic-x86_64-with-glibc2.35",
    "threads": 1,
    "torch_version": "2.10.0+cu128"
  },
  "peak_rss_mib": 962.34375,
  "protocol": {
    "calibration_uses_outcome_labels": false,
    "confirmation_seeds_touched": false,
    "failed_target_gate_sha256": "1df37c0b639542bbee3017da54306b0d572cbf96230428f142fafed139ac92f1",
    "fixed_config": {
      "critic_eta": 0.03,
      "forward_eta": 0.1,
      "gamma": 0.8,
      "velocity_reward_scale": 1.0
    },
    "hyperparameter_selection": false,
    "name": "oral_b_v2_calibrated_recovery_development_v1",
    "protocol_sha256": "a175dc80fdb7218c010953d5d7e3c77fee0690d5f10fabaf9d700bb8505acde8",
    "selection_split": "development_validation"
  },
  "provenance": {
    "git_commit": "d289a46293e0b422c195746ad8b310d4b50ded23",
    "git_tracked_dirty": false,
    "input_sha256": {
      "base_dynamics": "d5a373314562af0daedf55baa04b975fe643236c7821be1560d2cfb4359688fc",
      "common_runner": "4157a57806dedfc2eb70ec84f7a7ca1f73ab684e5d8f0b227cd80465e8e97aa5",
      "confirmation_analyzer": "2536fa01f62c3b2d87e782b08075cb5948aa26bfdce71a1d8c2446d5b68bb34c",
      "confirmation_runner": "5e9beba106b4b29c4ee1568052d6e8c15690dbde92917a2497a52e43e7f557d1",
      "d4_gate": "636c587e47287338cdca7d9558dc3bfb99a2cec615badb23337025d85b8128ef",
      "development_analyzer": "dde4a2e4d62f5f9da94357b388139c50251b6863f9c991f1a006e71eeb7953e4",
      "failed_target_gate": "1df37c0b639542bbee3017da54306b0d572cbf96230428f142fafed139ac92f1",
      "failed_v2_gate": "e53f46cf456d60ce4d33586ace4f4619fb1a31a58082b2b72943d4ed10cd25fd",
      "old_r2_gate": "4f6f969ceae88afa2523e3472a3373522991f5ecaab69440830c07479d2d3597",
      "protocol": "a175dc80fdb7218c010953d5d7e3c77fee0690d5f10fabaf9d700bb8505acde8",
      "recovery_confirmation_analyzer": "29a168143266bc7078e5229183bb7ea45283973592fecd1fcd715488f5d6242b",
      "recovery_development_analyzer": "2768b877132ece6d612d2a5f1e483c495b277e26fdf54fb8a716aa8de6fd67e2",
      "recovery_metrics": "371cb6a7e2192d25ddbfad69c0ce7a1150aa1c21ca98e141bedb2afc2acbdbaa",
      "recovery_runner": "cea0ef658c698c376b1fda0cf2f7f910ee44f7bcde153f2fbaf18e66a2d3661a",
      "runner": "446ad26fc015eb79d28e0bb442c8aef71bdd1d0320910494cac20f92e3c7dc18",
      "v2_dynamics": "786c5aed3091644272ae0a740913ac3cc38cdb02a8cacb6dfc8496e36836cdae",
      "v2_metrics": "421da9287b92e62c742f9eeefbfdccba582c6a4ad5cf92ade4709689120fa1ee"
    },
    "tracked_inputs": {
      "base_dynamics": true,
      "common_runner": true,
      "confirmation_analyzer": true,
      "confirmation_runner": true,
      "d4_gate": true,
      "development_analyzer": true,
      "failed_target_gate": true,
      "failed_v2_gate": true,
      "old_r2_gate": true,
      "protocol": true,
      "recovery_confirmation_analyzer": true,
      "recovery_development_analyzer": true,
      "recovery_metrics": true,
      "recovery_runner": true,
      "runner": true,
      "v2_dynamics": true,
      "v2_metrics": true
    }
  },
  "schema_version": 4,
  "signatures": {
    "acute_outcome_lesion_outcome_balanced_acc": 0.5002197802197802,
    "acute_outcome_lesion_role_aligned_separation": 0.0005471409294360297,
    "causal_role_sign_inversion_index": 0.03878189930912869,
    "challenge_episodes": 640,
    "challenge_failure_count": 315,
    "challenge_success_count": 325,
    "challenge_success_fraction": 0.5078125,
    "critic_contribution_value_prediction_corr": 0.9999999999995302,
    "decoder_distance_residual_corr": 0.11469715057185319,
    "mean_abs_raw_soma_corr": 0.9992015754075411,
    "mean_abs_residual_soma_corr": 0.0563586791161443,
    "mean_critic_expectedness_contribution": 0.24124016763074801,
    "nonterminal_training_events": 15308,
    "raw_minus_residual_abs_soma_corr": 0.9428428962913967,
    "role_aligned_error_cv_corr": 0.32966432771863374,
    "role_aligned_velocity_cv_corr": 0.9988614599944285,
    "surrounding_event_decoder_balanced_acc": 0.5539961311201976,
    "target_success_fraction": {
      "1.859693741798401": 0.828125,
      "1.8864485919475555": 0.71875,
      "1.9004749059677124": 0.4453125,
      "1.9156511783599854": 0.328125,
      "1.929451322555542": 0.21875
    },
    "terminal_outcome_separation_drop_under_acute_lesion": 0.3956960119743165,
    "terminal_previous_soma_outcome_balanced_acc": 0.7272771672771673,
    "terminal_residual_minus_previous_soma_acc": 0.26796092796092796,
    "terminal_residual_outcome_balanced_acc": 0.9952380952380953,
    "terminal_role_aligned_outcome_separation": 0.3962431529037525,
    "terminal_training_events": 896,
    "velocity_minus_error_abs_cv_corr": 0.6691971322757948
  },
  "split": "development_validation",
  "wall_s": 2.583215858787298,
  "warmup": {
    "critic_training_lesion": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 602600,
      "role_cosine_after_warmup": 0.9944602251052856,
      "role_cursor_scalar_observations": 12800,
      "role_update_enabled": true
    },
    "fixed_role": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 602600,
      "role_cosine_after_warmup": -0.1393236517906189,
      "role_cursor_scalar_observations": 12800,
      "role_update_enabled": false
    },
    "intact": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 602600,
      "role_cosine_after_warmup": 0.9944602251052856,
      "role_cursor_scalar_observations": 12800,
      "role_update_enabled": true
    },
    "oracle_role": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 602600,
      "role_cosine_after_warmup": 1.0000001192092896,
      "role_cursor_scalar_observations": 12800,
      "role_update_enabled": false
    },
    "outcome_training_lesion": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 602600,
      "role_cosine_after_warmup": 0.9944602251052856,
      "role_cursor_scalar_observations": 12800,
      "role_update_enabled": true
    },
    "plasticity_lesion": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 602600,
      "role_cosine_after_warmup": 0.9944602251052856,
      "role_cursor_scalar_observations": 12800,
      "role_update_enabled": true
    }
  }
}