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2026-09-30 10:45:48 +08:00

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{
"pass_all": true,
"steps": 1000,
"neurons": 166700,
"apl": 2,
"bundle_KC": 4064,
"actual_events": 26478,
"groups": {
"design_ALPN": {
"actual_spikes": 471,
"input_supported_spikes": 443,
"first_actual_spike_tick": 7,
"first_nonzero_drive_tick": 7,
"cumulative_drive_by_apl": [
109.90976730361581,
147.18404042720795
],
"cumulative_state_by_apl": [
16409.155446356428,
21433.25292036922
],
"h_sum_mV": 879654.128792743,
"h_before_first_KC_sum_mV": 502.72253731876975,
"h_never_fired_KC_sum_mV": 871045.6359805734,
"h_before_first_any_KC_sum_mV": 6976.627943459886,
"generated_h_fraction": 0.20441750622072205,
"drive_fraction": 0.20616542205011198
},
"non_design_ALPN": {
"actual_spikes": 3912,
"input_supported_spikes": 2077,
"first_actual_spike_tick": 216,
"first_nonzero_drive_tick": 216,
"cumulative_drive_by_apl": [
474.073977150023,
465.6968312226236
],
"cumulative_state_by_apl": [
70762.19884703796,
67540.08886916023
],
"h_sum_mV": 3201826.2059279634,
"h_before_first_KC_sum_mV": 1191.2731327887643,
"h_never_fired_KC_sum_mV": 3169898.482936569,
"h_before_first_any_KC_sum_mV": 401.6202256492428,
"generated_h_fraction": 0.7440530396489057,
"drive_fraction": 0.7536091477604754
},
"KC": {
"actual_spikes": 52,
"input_supported_spikes": 52,
"first_actual_spike_tick": 242,
"first_nonzero_drive_tick": 242,
"cumulative_drive_by_apl": [
29.601934671401978,
20.56025505065918
],
"cumulative_state_by_apl": [
5685.086636979286,
3932.919463779315
],
"h_sum_mV": 221742.73582652316,
"h_before_first_KC_sum_mV": 177.11818808740574,
"h_never_fired_KC_sum_mV": 219489.3579273169,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.051529454130372264,
"drive_fraction": 0.040225430189412645
}
},
"group_order": [
"design_ALPN",
"non_design_ALPN",
"KC"
],
"input_support_partition_exact": true,
"unknown_nonzero_input_columns": 0,
"source_population_counts": {
"design_ALPN": 48,
"non_design_ALPN": 638,
"KC": 4064
},
"input_supported_population_counts": {
"design_ALPN": 44,
"non_design_ALPN": 238,
"KC": 4063
},
"first_any_KC_spike_tick": 242,
"ever_fired_KC": 49,
"never_fired_KC": 4015,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 4.805624485015869e-07,
"max_error_bound": 0.06123436848723669,
"max_bound_utilization": 1.3666206569916945e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.344829797744751e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.00016353233911559073,
"max_error_bound": 1.7189335539702626,
"max_bound_utilization": 0.00011865905802541952,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.460371891686956e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 8.12862259724767e-06,
"max_error_bound": 0.07496706254371371,
"max_bound_utilization": 0.00012694210894414156,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.9343729619927625e-07
}
},
"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<each observed first KC spike; never-fired columns separate; same-tick end APL excluded",
"value_units": {
"drive64": "legacy normalized-contact spike drive",
"state64": "legacy normalized-drive accumulator",
"h": "legacy mV per state-update step; sums span output KC and recorded ticks, not instantaneous conductance"
},
"generated_full_bundle_trace": true,
"fixture_absent_KC_output_is_not_claimed_applied": true,
"row_source_spikes_repeated_for_each_APL": true,
"nonfeedback": true,
"CUDA_float32_bitwise_replay": false,
"cumulative_and_fraction_metrics_descriptive_float64": true,
"cumulative_source_fraction_error_bounds_verified": false,
"source_majority_robustness_proven": false,
"independent_brain_oracle": false,
"lesion_or_counterfactual": false,
"parameters_changed": false
}