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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-02-s51101-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": 30662,
"groups": {
"design_ALPN": {
"actual_spikes": 466,
"input_supported_spikes": 440,
"first_actual_spike_tick": 6,
"first_nonzero_drive_tick": 6,
"cumulative_drive_by_apl": [
185.2436708509922,
250.97204722464085
],
"cumulative_state_by_apl": [
29031.97208254577,
40019.121750899154
],
"h_sum_mV": 1606205.2310577803,
"h_before_first_KC_sum_mV": 940.0070383346799,
"h_never_fired_KC_sum_mV": 1586739.8195949472,
"h_before_first_any_KC_sum_mV": 47015.4378577138,
"generated_h_fraction": 0.2879419730581432,
"drive_fraction": 0.2871992032884383
},
"non_design_ALPN": {
"actual_spikes": 4884,
"input_supported_spikes": 2607,
"first_actual_spike_tick": 85,
"first_nonzero_drive_tick": 85,
"cumulative_drive_by_apl": [
506.8777534067631,
511.73086097091436
],
"cumulative_state_by_apl": [
78513.85142437728,
80459.5647370322
],
"h_sum_mV": 3683794.4528536005,
"h_before_first_KC_sum_mV": 1481.230204005128,
"h_never_fired_KC_sum_mV": 3636391.3855316574,
"h_before_first_any_KC_sum_mV": 50241.588082219205,
"generated_h_fraction": 0.6603882384300062,
"drive_fraction": 0.6706397096431231
},
"KC": {
"actual_spikes": 63,
"input_supported_spikes": 63,
"first_actual_spike_tick": 175,
"first_nonzero_drive_tick": 175,
"cumulative_drive_by_apl": [
44.382764637470245,
19.654073417186737
],
"cumulative_state_by_apl": [
8699.041416147185,
3869.1924707136623
],
"h_sum_mV": 288225.72726701887,
"h_before_first_KC_sum_mV": 218.04846427095498,
"h_never_fired_KC_sum_mV": 283925.5809955947,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.05166978851185062,
"drive_fraction": 0.0421610870684386
}
},
"group_order": [
"design_ALPN",
"non_design_ALPN",
"KC"
],
"input_support_partition_exact": true,
"unknown_nonzero_input_columns": 0,
"source_population_counts": {
"design_ALPN": 33,
"non_design_ALPN": 653,
"KC": 4064
},
"input_supported_population_counts": {
"design_ALPN": 30,
"non_design_ALPN": 252,
"KC": 4063
},
"first_any_KC_spike_tick": 175,
"ever_fired_KC": 60,
"never_fired_KC": 4004,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 4.731118679046631e-07,
"max_error_bound": 0.0685097379404357,
"max_bound_utilization": 1.1419770467910595e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.6575679183006285e-08
},
"state": {
"elements": 2000,
"max_abs_error": 9.645811613268052e-05,
"max_error_bound": 1.7247066249503964,
"max_bound_utilization": 5.9355372356484395e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.986603382004859e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 4.096516611262757e-06,
"max_error_bound": 0.07713549052130594,
"max_bound_utilization": 6.728721933083597e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 2.29789438664593e-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
}