{ "checks": { "accuracy_at_least_0p80": true, "at_least_70_points_above_mt1_raw_and_matched": true, "early_alignment_at_least_0p70": true, "elementwise_and_neutral_cost_reported": true, "epoch11_to20_feedback_cosine_at_least_0p70": true, "final_feedback_cosine_at_least_0p80": true, "initial_traffic_ratio_error_at_most_1e_minus_5": true, "macs_at_most_1p34x_bp": true, "one_frozen_64_example_slow_fit": true, "one_validation_and_zero_test_evaluations": true, "peak_allocated_memory_at_most_2p5_gib": true, "post_projection_soma_slope_at_most_1e_minus_5": true, "post_projection_traffic_ratio_at_most_1e_minus_5": true, "projection_observes_each_ordinary_example": true, "record_trajectory_and_diagnostics_finite": true, "used_instruction_rms_ratio_within_1e_minus_4": true, "within_3_points_of_clean_kp_short": true, "zero_instruction_observations_in_fast_fit": true, "zero_task_loss_queries": true }, "confirmation_test_seeds_touched": false, "full_validation_opened": true, "metrics": { "accuracy": 0.8358, "clean_kp_short_accuracy": 0.8266, "early_third_alignment": 0.8838296929995219, "elementwise_operations_estimate": 4070171475968, "epoch11_to20_feedback_forward_cosine": 0.860594035449781, "final_feedback_forward_cosine": 0.9040563545728985, "gain_over_mt1": { "matched": 0.7358, "raw": 0.7358 }, "loss": 0.5113223815917969, "mac_ratio_to_bp": 1.3261078696686301, "maximum_post_projection_soma_slope": 1.4347571131168024e-08, "maximum_post_projection_traffic_rms_ratio": 3.033539150096096e-08, "maximum_pre_projection_traffic_rms_ratio": 0.009560643492622747, "maximum_used_instruction_rms_ratio_error": 4.663103236879351e-10, "peak_memory_allocated_bytes": 2165061120, "source_commit": "f0fb6c7b8badc3c4556834c96ac150732d7570f1", "total_macs": 145192643821568, "wall_s": 816.9503653049469 }, "protocol": "kp_dynamic_neutral_projection_short_v1", "review_score_after": 5, "review_score_before": 5, "score_change_rule": "a one-seed short validation endpoint cannot raise the score", "status": "passed" }