{ "pass_all": true, "steps": 120, "neurons": 166700, "apl": 2, "bundle_KC": 4064, "actual_events": 3, "groups": { "design_ALPN": { "actual_spikes": 1, "input_supported_spikes": 1, "first_actual_spike_tick": 0, "first_nonzero_drive_tick": 0, "cumulative_drive_by_apl": [ 0.7249453663825989, 0.0 ], "cumulative_state_by_apl": [ 65.58100232458416, 0.0 ], "h_sum_mV": 1479.57053343245, "h_before_first_KC_sum_mV": 0.1920184560247642, "h_never_fired_KC_sum_mV": 1478.006439897682, "h_before_first_any_KC_sum_mV": 0.0, "generated_h_fraction": 0.24794953895749264, "drive_fraction": 0.23529412333698968 }, "non_design_ALPN": { "actual_spikes": 0, "input_supported_spikes": 0, "first_actual_spike_tick": null, "first_nonzero_drive_tick": null, "cumulative_drive_by_apl": [ 0.0, 0.0 ], "cumulative_state_by_apl": [ 0.0, 0.0 ], "h_sum_mV": 0.0, "h_before_first_KC_sum_mV": 0.0, "h_never_fired_KC_sum_mV": 0.0, "h_before_first_any_KC_sum_mV": 0.0, "generated_h_fraction": 0.0, "drive_fraction": 0.0 }, "KC": { "actual_spikes": 2, "input_supported_spikes": 2, "first_actual_spike_tick": 0, "first_nonzero_drive_tick": 0, "cumulative_drive_by_apl": [ 2.3157976269721985, 0.040274739265441895 ], "cumulative_state_by_apl": [ 195.51355875989617, 3.226036398510055 ], "h_sum_mV": 4487.653844775008, "h_before_first_KC_sum_mV": 0.2560246027704652, "h_never_fired_KC_sum_mV": 4482.989362689465, "h_before_first_any_KC_sum_mV": 0.0, "generated_h_fraction": 0.7520504610425073, "drive_fraction": 0.7647058766630103 } }, "group_order": [ "design_ALPN", "non_design_ALPN", "KC" ], "input_support_partition_exact": true, "unknown_nonzero_input_columns": 0, "source_population_counts": { "design_ALPN": 1, "non_design_ALPN": 685, "KC": 4064 }, "input_supported_population_counts": { "design_ALPN": 1, "non_design_ALPN": 281, "KC": 4063 }, "first_any_KC_spike_tick": 0, "ever_fired_KC": 2, "never_fired_KC": 4062, "decay_f32_bits": "3f7eb923", "gain_f32_bits": "3c23d70a", "comparison": { "drive": { "elements": 240, "max_abs_error": 0.0, "max_error_bound": 0.016975864649566085, "max_bound_utilization": 0.0, "bound_violations": 0, "zero_reference_nonzero_actual": 0, "mean_abs_error": 0.0 }, "state": { "elements": 240, "max_abs_error": 9.640703977353837e-07, "max_error_bound": 0.029058704062550275, "max_bound_utilization": 5.2935382852483495e-05, "bound_violations": 0, "zero_reference_nonzero_actual": 0, "mean_abs_error": 2.718757899668305e-07 }, "inhibition": { "elements": 487680, "max_abs_error": 4.85168186181717e-08, "max_error_bound": 0.001413577532279786, "max_bound_utilization": 6.446459317714411e-05, "bound_violations": 0, "zero_reference_nonzero_actual": 0, "mean_abs_error": 3.0253352843547423e-09 } }, "theoretical_bound": { "applicable": true, "normal_or_zero_arithmetic": true, "historical_standard_fp32_verified_by_caller": true, "gamma_definition": "gamma_n=n*u/(1-n*u); u32=2^-24,u64=2^-53; outward rounded", "drive_terms_bound": 166699, "state_operation_bound": 2, "output_operation_bound": 5, "group_sum_operation_bound": 2, "state_recurrence": "E_p<=d*E_p_prev+gamma_2,p*(d*abs(s_p_prev)+D_upper)+(1+u_p)*gamma_(N-1),p*D_upper", "grouped_f64_bound": "Sum source-group error bounds, plus gamma_2,64*upward_sum(group_values) for per-tick compared drive/state/h totals only", "output_bound": "q*upward_dot(E_p,O)+gamma_5,p*q*upward_dot(s_p,O); f32 error plus all f64 group/output/sum errors", "tolerance_fitted_to_observed_error": false, "scope": "Per-tick summed-source drive/state/h trace comparisons only; not cumulative source fractions" }, "early_definition": "strict tick