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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-02-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": 29674,
"groups": {
"design_ALPN": {
"actual_spikes": 458,
"input_supported_spikes": 435,
"first_actual_spike_tick": 18,
"first_nonzero_drive_tick": 18,
"cumulative_drive_by_apl": [
181.92100462317467,
251.3949324041605
],
"cumulative_state_by_apl": [
28517.943352647384,
39552.1973005942
],
"h_sum_mV": 1583509.9034850688,
"h_before_first_KC_sum_mV": 654.5134419300524,
"h_never_fired_KC_sum_mV": 1570299.2390677498,
"h_before_first_any_KC_sum_mV": 39868.22633016447,
"generated_h_fraction": 0.29089082721987786,
"drive_fraction": 0.29031692158041356
},
"non_design_ALPN": {
"actual_spikes": 4807,
"input_supported_spikes": 2573,
"first_actual_spike_tick": 84,
"first_nonzero_drive_tick": 84,
"cumulative_drive_by_apl": [
497.43332670256495,
516.8457532301545
],
"cumulative_state_by_apl": [
77735.21372164521,
80132.13157526651
],
"h_sum_mV": 3658444.8658119496,
"h_before_first_KC_sum_mV": 1155.406264898,
"h_never_fired_KC_sum_mV": 3625859.851666605,
"h_before_first_any_KC_sum_mV": 42833.48937845612,
"generated_h_fraction": 0.672056455733046,
"drive_fraction": 0.6795558504715361
},
"KC": {
"actual_spikes": 44,
"input_supported_spikes": 44,
"first_actual_spike_tick": 163,
"first_nonzero_drive_tick": 163,
"cumulative_drive_by_apl": [
33.44817268848419,
11.518575847148895
],
"cumulative_state_by_apl": [
6554.465505840512,
2264.59462395615
],
"h_sum_mV": 201702.28451626387,
"h_before_first_KC_sum_mV": 89.87947975468772,
"h_never_fired_KC_sum_mV": 199510.60338943545,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.037052717047076175,
"drive_fraction": 0.03012722794805037
}
},
"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": 163,
"ever_fired_KC": 41,
"never_fired_KC": 4023,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 5.401670932769775e-07,
"max_error_bound": 0.06911601698351841,
"max_bound_utilization": 1.1671858967238458e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.6849488019943236e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.0001787305041602849,
"max_error_bound": 1.7498525479468674,
"max_bound_utilization": 0.00011160260063818865,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.9303349175647705e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 6.86765872259798e-06,
"max_error_bound": 0.07496265537094228,
"max_bound_utilization": 0.00012084152555924595,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 4.539653019686936e-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
}