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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-00-s51105-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": 29779,
"groups": {
"design_ALPN": {
"actual_spikes": 548,
"input_supported_spikes": 511,
"first_actual_spike_tick": 1,
"first_nonzero_drive_tick": 1,
"cumulative_drive_by_apl": [
117.9445781186223,
175.8596561923623
],
"cumulative_state_by_apl": [
18201.212633479623,
27582.756120019403
],
"h_sum_mV": 1066252.4347465204,
"h_before_first_KC_sum_mV": 407.1345771336941,
"h_never_fired_KC_sum_mV": 1055575.426857865,
"h_before_first_any_KC_sum_mV": 17910.732226247343,
"generated_h_fraction": 0.2023088707824843,
"drive_fraction": 0.20385351513917727
},
"non_design_ALPN": {
"actual_spikes": 4605,
"input_supported_spikes": 2422,
"first_actual_spike_tick": 90,
"first_nonzero_drive_tick": 90,
"cumulative_drive_by_apl": [
511.9120961166918,
584.2656689323485
],
"cumulative_state_by_apl": [
78928.69993659886,
92272.99560072547
],
"h_sum_mV": 3973947.7135089003,
"h_before_first_KC_sum_mV": 1428.4382760025949,
"h_never_fired_KC_sum_mV": 3932121.088707176,
"h_before_first_any_KC_sum_mV": 44670.778800722044,
"generated_h_fraction": 0.7540098838412005,
"drive_fraction": 0.7605734176932502
},
"KC": {
"actual_spikes": 49,
"input_supported_spikes": 49,
"first_actual_spike_tick": 170,
"first_nonzero_drive_tick": 170,
"cumulative_drive_by_apl": [
33.7703703045845,
17.49937480688095
],
"cumulative_state_by_apl": [
6574.736178035171,
3445.073125524784
],
"h_sum_mV": 230218.44793613825,
"h_before_first_KC_sum_mV": 152.49007247554343,
"h_never_fired_KC_sum_mV": 227428.35067247853,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.043681245376315216,
"drive_fraction": 0.03557306716757256
}
},
"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": 170,
"ever_fired_KC": 46,
"never_fired_KC": 4018,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 7.152557373046875e-07,
"max_error_bound": 0.05577783945326113,
"max_bound_utilization": 1.296421132566556e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.6098842024803163e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.00011394801103392638,
"max_error_bound": 1.705642237252246,
"max_bound_utilization": 7.991641296608152e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 2.8430392833715637e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 4.59826007581654e-06,
"max_error_bound": 0.075777598045684,
"max_bound_utilization": 8.87417463658191e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.2585649021245546e-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
}