summaryrefslogtreecommitdiff
path: root/results/bci_td_dev/bci_td_v1_eta0p03_t1_m0.json
blob: a83640366abacf3828e5654489c2a1db27077294 (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
{
  "args": {
    "d4_gate": "results/kp_dynamic_projection_confirmation_gate.json",
    "eta": 0.03,
    "model_seed": 0,
    "outdir": "results/bci_td_dev",
    "task_seed": 1
  },
  "conditions": {
    "fixed_vectorizer": {
      "cost": {
        "conservative_online_cursor_scalar_observations": 0,
        "online_role_perturbation_events": 98,
        "ordinary_performance_change_observations": 25088,
        "ordinary_state_episode_steps": 25088
      },
      "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,
      "final_success": 0.0,
      "late_success": 0.0,
      "learning_gain": 0.0,
      "role_cosine_after_training": -0.1393236517906189,
      "training_wall_s": 0.15121137350797653
    },
    "intact": {
      "cost": {
        "conservative_online_cursor_scalar_observations": 12544,
        "online_role_perturbation_events": 98,
        "ordinary_performance_change_observations": 25088,
        "ordinary_state_episode_steps": 25088
      },
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.03125,
        0.078125,
        0.046875,
        0.171875,
        0.1875,
        0.265625,
        0.28125,
        0.390625
      ],
      "early_success": 0.0,
      "final_success": 0.4609375,
      "late_success": 0.3125,
      "learning_gain": 0.3125,
      "role_cosine_after_training": 0.9975095987319946,
      "training_wall_s": 0.20300662890076637
    },
    "oracle_role": {
      "cost": {
        "conservative_online_cursor_scalar_observations": 0,
        "online_role_perturbation_events": 98,
        "ordinary_performance_change_observations": 25088,
        "ordinary_state_episode_steps": 25088
      },
      "daily_success": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.015625,
        0.03125,
        0.078125,
        0.046875,
        0.171875,
        0.1875,
        0.265625,
        0.296875,
        0.390625
      ],
      "early_success": 0.0,
      "final_success": 0.4609375,
      "late_success": 0.3177083333333333,
      "learning_gain": 0.3177083333333333,
      "role_cosine_after_training": 1.0000001192092896,
      "training_wall_s": 0.15162526443600655
    },
    "plasticity_lesion": {
      "cost": {
        "conservative_online_cursor_scalar_observations": 12544,
        "online_role_perturbation_events": 98,
        "ordinary_performance_change_observations": 25088,
        "ordinary_state_episode_steps": 25088
      },
      "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,
      "final_success": 0.0,
      "late_success": 0.0,
      "learning_gain": 0.0,
      "role_cosine_after_training": 0.9983765482902527,
      "training_wall_s": 0.13014426454901695
    }
  },
  "config": {
    "context_ar": 0.8,
    "context_dim": 16,
    "coupling_scale": 1.0,
    "days": 14,
    "episodes_per_day": 64,
    "feedback": "performance_velocity",
    "forward_eta": 0.03,
    "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,
    "vectorizer_eta": 0.03
  },
  "finite": true,
  "hardware": {
    "device": "cpu",
    "platform": "Linux-5.15.0-161-generic-x86_64-with-glibc2.35",
    "threads": 1,
    "torch_version": "2.3.1+cu118"
  },
  "peak_rss_mib": 468.0390625,
  "protocol": {
    "confirmation_seeds_touched": false,
    "d4_gate_sha256": "636c587e47287338cdca7d9558dc3bfb99a2cec615badb23337025d85b8128ef",
    "d4_gate_source": "results/kp_dynamic_projection_confirmation_gate.json",
    "evaluation_task_seed": 200001,
    "name": "oral_b_td_development_v1",
    "selection_split": "development"
  },
  "provenance": {
    "d4_gate_sha256": "636c587e47287338cdca7d9558dc3bfb99a2cec615badb23337025d85b8128ef",
    "d4_gate_tracked": true,
    "git_commit": "2b8b36b249e5d05386460c58aab268ca4d02eb0e",
    "git_tracked_dirty": false,
    "protocol_sha256": "3a1514e851e25e6f2588a46638992e3cb5530eb71ad79f45bb573d3a701d98bd",
    "runner_and_protocol_tracked": true
  },
  "schema_version": 1,
  "signatures": {
    "active_training_events": 24006,
    "causal_role_sign_inversion_index": 0.04227523795124126,
    "decoder_distance_residual_corr": 0.1666750478910676,
    "early_residual_late_activity_change_corr": 0.45775089820181863,
    "evaluation_episodes": 256,
    "evaluation_success_fraction": 0.4609375,
    "mean_abs_raw_soma_corr": 0.9990443203189068,
    "mean_abs_residual_soma_corr": 0.04808833013960605,
    "raw_minus_residual_abs_soma_corr": 0.9509559901793008,
    "residual_minus_soma_outcome_acc": -0.009702775730778601,
    "residual_outcome_decoder_balanced_acc": 0.7835912552198477,
    "role_aligned_error_cv_corr": 0.2782834725638933,
    "role_aligned_velocity_cv_corr": 0.9826712334190262,
    "soma_outcome_decoder_balanced_acc": 0.7932940309506263,
    "surrounding_event_decoder_balanced_acc": 0.5546401578056754,
    "velocity_minus_error_abs_cv_corr": 0.7043877608551329
  },
  "wall_s": 1.781055897474289,
  "warmup": {
    "fixed_vectorizer": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 400100,
      "role_cosine_after_warmup": -0.1393236517906189,
      "role_cursor_scalar_observations": 12800
    },
    "intact": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 400100,
      "role_cosine_after_warmup": 0.9945572018623352,
      "role_cursor_scalar_observations": 12800
    },
    "oracle_role": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 400100,
      "role_cosine_after_warmup": 1.0000001192092896,
      "role_cursor_scalar_observations": 12800
    },
    "plasticity_lesion": {
      "batches": 100,
      "examples": 6400,
      "instruction_present": false,
      "predictor_max_abs_error": 2.384185791015625e-07,
      "rng_seed": 400100,
      "role_cosine_after_warmup": 0.9945572018623352,
      "role_cursor_scalar_observations": 12800
    }
  }
}