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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-03-s51104-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": 25704,
"groups": {
"design_ALPN": {
"actual_spikes": 444,
"input_supported_spikes": 414,
"first_actual_spike_tick": 27,
"first_nonzero_drive_tick": 27,
"cumulative_drive_by_apl": [
101.25069848448038,
125.87870230525732
],
"cumulative_state_by_apl": [
15540.56634794383,
19020.376451537188
],
"h_sum_mV": 802706.1719183198,
"h_before_first_KC_sum_mV": 536.2422704132641,
"h_never_fired_KC_sum_mV": 794884.9024301766,
"h_before_first_any_KC_sum_mV": 26704.102915638225,
"generated_h_fraction": 0.17987842366543227,
"drive_fraction": 0.17876784965627288
},
"non_design_ALPN": {
"actual_spikes": 4081,
"input_supported_spikes": 2182,
"first_actual_spike_tick": 155,
"first_nonzero_drive_tick": 183,
"cumulative_drive_by_apl": [
507.6832480430603,
489.9825004450977
],
"cumulative_state_by_apl": [
76691.78201745932,
72666.54520024636
],
"h_sum_mV": 3457454.2412014273,
"h_before_first_KC_sum_mV": 1549.5781911956117,
"h_never_fired_KC_sum_mV": 3422731.0691628233,
"h_before_first_any_KC_sum_mV": 53256.0334077677,
"generated_h_fraction": 0.7747809105745362,
"drive_fraction": 0.7852376658979956
},
"KC": {
"actual_spikes": 45,
"input_supported_spikes": 45,
"first_actual_spike_tick": 286,
"first_nonzero_drive_tick": 286,
"cumulative_drive_by_apl": [
30.42756700515747,
15.304401576519012
],
"cumulative_state_by_apl": [
5878.970975317249,
2932.2664739406905
],
"h_sum_mV": 202332.3948633039,
"h_before_first_KC_sum_mV": 89.71719324969247,
"h_never_fired_KC_sum_mV": 200152.78895132375,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.04534066576003149,
"drive_fraction": 0.03599448444573153
}
},
"group_order": [
"design_ALPN",
"non_design_ALPN",
"KC"
],
"input_support_partition_exact": true,
"unknown_nonzero_input_columns": 0,
"source_population_counts": {
"design_ALPN": 44,
"non_design_ALPN": 642,
"KC": 4064
},
"input_supported_population_counts": {
"design_ALPN": 40,
"non_design_ALPN": 242,
"KC": 4063
},
"first_any_KC_spike_tick": 286,
"ever_fired_KC": 42,
"never_fired_KC": 4022,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 2.5331974029541016e-07,
"max_error_bound": 0.053554809191935435,
"max_bound_utilization": 1.2288991986663719e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.4159828424453736e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.00013794756534935004,
"max_error_bound": 1.6727443187986826,
"max_bound_utilization": 8.518438278149707e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 2.8126875093769737e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 5.172051672275302e-06,
"max_error_bound": 0.07577890687541153,
"max_bound_utilization": 9.643380800437813e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.234107982725978e-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
}