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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-01-s51103-r0/apl-source-summary.json
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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": 30248,
"groups": {
"design_ALPN": {
"actual_spikes": 559,
"input_supported_spikes": 523,
"first_actual_spike_tick": 0,
"first_nonzero_drive_tick": 0,
"cumulative_drive_by_apl": [
136.20917321369052,
168.50951582193375
],
"cumulative_state_by_apl": [
21676.810425349762,
26220.68573314161
],
"h_sum_mV": 1112290.1643139948,
"h_before_first_KC_sum_mV": 664.0159827881789,
"h_never_fired_KC_sum_mV": 1098225.2013420316,
"h_before_first_any_KC_sum_mV": 22509.842811480434,
"generated_h_fraction": 0.1990205246188318,
"drive_fraction": 0.20015343404371974
},
"non_design_ALPN": {
"actual_spikes": 4748,
"input_supported_spikes": 2524,
"first_actual_spike_tick": 48,
"first_nonzero_drive_tick": 48,
"cumulative_drive_by_apl": [
568.8605801202357,
577.4592378437519
],
"cumulative_state_by_apl": [
89743.55876394873,
89577.33776400333
],
"h_sum_mV": 4153868.1461458188,
"h_before_first_KC_sum_mV": 1721.0835135742163,
"h_never_fired_KC_sum_mV": 4099909.002704499,
"h_before_first_any_KC_sum_mV": 33452.27807393643,
"generated_h_fraction": 0.7432458221486348,
"drive_fraction": 0.7529562719109766
},
"KC": {
"actual_spikes": 75,
"input_supported_spikes": 75,
"first_actual_spike_tick": 142,
"first_nonzero_drive_tick": 142,
"cumulative_drive_by_apl": [
46.65828776359558,
24.728690922260284
],
"cumulative_state_by_apl": [
9182.915723226133,
4858.743634927249
],
"h_sum_mV": 322663.07589858264,
"h_before_first_KC_sum_mV": 253.24057786755978,
"h_never_fired_KC_sum_mV": 318111.0392766617,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.057733653232533474,
"drive_fraction": 0.04689029404530369
}
},
"group_order": [
"design_ALPN",
"non_design_ALPN",
"KC"
],
"input_support_partition_exact": true,
"unknown_nonzero_input_columns": 0,
"source_population_counts": {
"design_ALPN": 55,
"non_design_ALPN": 631,
"KC": 4064
},
"input_supported_population_counts": {
"design_ALPN": 51,
"non_design_ALPN": 231,
"KC": 4063
},
"first_any_KC_spike_tick": 142,
"ever_fired_KC": 72,
"never_fired_KC": 3992,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 4.3585896492004395e-07,
"max_error_bound": 0.056384119692698506,
"max_bound_utilization": 1.6094910713620374e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.6573816537857055e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.00013229554787130837,
"max_error_bound": 1.7197022863695128,
"max_bound_utilization": 9.00934319009059e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.100107687389514e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 6.738164500141863e-06,
"max_error_bound": 0.07576768137685458,
"max_bound_utilization": 9.875325906631433e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.5304354743797553e-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
}