{ "args": { "d4_gate": "results/kp_dynamic_projection_confirmation_gate.json", "model_seed": 2, "outdir": "results/bci_td_confirmation", "r1_gate": "results/bci_td_dev_gate.json", "task_seed": 11 }, "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": -0.09573888778686523, "training_wall_s": 0.13972027599811554 }, "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, 0.078125, 0.234375, 0.453125, 0.59375, 0.640625, 0.875, 0.875, 0.921875, 0.984375, 0.9375, 1.0, 0.984375, 1.0 ], "early_success": 0.10416666666666667, "final_success": 0.9921875, "late_success": 0.9947916666666666, "learning_gain": 0.890625, "role_cosine_after_training": 0.9246974587440491, "training_wall_s": 0.20007384568452835 }, "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": [ 0.015625, 0.078125, 0.296875, 0.515625, 0.625, 0.65625, 0.875, 0.890625, 0.921875, 0.984375, 0.9375, 1.0, 0.984375, 1.0 ], "early_success": 0.13020833333333334, "final_success": 0.98828125, "late_success": 0.9947916666666666, "learning_gain": 0.8645833333333334, "role_cosine_after_training": 1.0000001192092896, "training_wall_s": 0.13686710596084595 }, "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": 0.9944912791252136, "training_wall_s": 0.11978498101234436 } }, "config": { "context_ar": 0.8, "context_dim": 16, "coupling_scale": 1.0, "days": 14, "episodes_per_day": 64, "feedback": "performance_velocity", "forward_eta": 0.1, "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": 419.86328125, "protocol": { "confirmation_grid_size": 30, "d4_gate_sha256": "636c587e47287338cdca7d9558dc3bfb99a2cec615badb23337025d85b8128ef", "evaluation_task_seed": 300011, "name": "oral_b_td_confirmation_v1", "no_further_selection": true, "protocol_sha256": "3a1514e851e25e6f2588a46638992e3cb5530eb71ad79f45bb573d3a701d98bd", "r1_gate_sha256": "ebb28c57461dae8334f623743145ad0a934a8fc14a96a1d877992b74daec6c8a", "selected_eta": 0.1, "split": "untouched_confirmation", "training_task_seed": 11 }, "provenance": { "git_commit": "1ff7cb7cf7cecd79cf5a0ab36c149342482c7005", "git_tracked_dirty": false, "input_sha256": { "d4_gate": "636c587e47287338cdca7d9558dc3bfb99a2cec615badb23337025d85b8128ef", "development_runner": "71f3d15482c5f96bf1d18297f0ea29181dd6f00a527f2e2ace07dc9b77489dc2", "protocol": "3a1514e851e25e6f2588a46638992e3cb5530eb71ad79f45bb573d3a701d98bd", "r1_gate": "ebb28c57461dae8334f623743145ad0a934a8fc14a96a1d877992b74daec6c8a", "runner": "5fd0735d9912923980b4b3b72756a630f76aceffc8c3618f1c852a7f936b2f05" }, "tracked_inputs": { "d4_gate": true, "development_runner": true, "protocol": true, "r1_gate": true, "runner": true } }, "schema_version": 1, "signatures": { "active_training_events": 12617, "causal_role_sign_inversion_index": 0.07468130891772806, "decoder_distance_residual_corr": 0.1519038279192697, "early_residual_late_activity_change_corr": 0.3546134995546906, "evaluation_episodes": 256, "evaluation_success_fraction": 0.9921875, "mean_abs_raw_soma_corr": 0.9967425214367198, "mean_abs_residual_soma_corr": 0.06443978774347299, "raw_minus_residual_abs_soma_corr": 0.9323027336932468, "residual_minus_soma_outcome_acc": 0.11614173228346458, "residual_outcome_decoder_balanced_acc": 0.6122047244094488, "role_aligned_error_cv_corr": 0.29696099398364034, "role_aligned_velocity_cv_corr": 0.9351424485519121, "soma_outcome_decoder_balanced_acc": 0.49606299212598426, "surrounding_event_decoder_balanced_acc": 0.5423099588469886, "velocity_minus_error_abs_cv_corr": 0.6381814545682718 }, "wall_s": 1.2066804431378841, "warmup": { "fixed_vectorizer": { "batches": 100, "examples": 6400, "instruction_present": false, "predictor_max_abs_error": 2.384185791015625e-07, "rng_seed": 401102, "role_cosine_after_warmup": -0.09573888778686523, "role_cursor_scalar_observations": 12800 }, "intact": { "batches": 100, "examples": 6400, "instruction_present": false, "predictor_max_abs_error": 2.384185791015625e-07, "rng_seed": 401102, "role_cosine_after_warmup": 0.9953267574310303, "role_cursor_scalar_observations": 12800 }, "oracle_role": { "batches": 100, "examples": 6400, "instruction_present": false, "predictor_max_abs_error": 2.384185791015625e-07, "rng_seed": 401102, "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": 401102, "role_cosine_after_warmup": 0.9953267574310303, "role_cursor_scalar_observations": 12800 } } }