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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-01-s51101-r1/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": 31493,
"groups": {
"design_ALPN": {
"actual_spikes": 580,
"input_supported_spikes": 539,
"first_actual_spike_tick": 11,
"first_nonzero_drive_tick": 11,
"cumulative_drive_by_apl": [
127.32859267666936,
181.31688337028027
],
"cumulative_state_by_apl": [
20149.51887392528,
28961.971743068636
],
"h_sum_mV": 1142990.7263539862,
"h_before_first_KC_sum_mV": 545.1434418252679,
"h_never_fired_KC_sum_mV": 1132322.166239471,
"h_before_first_any_KC_sum_mV": 31989.36171053407,
"generated_h_fraction": 0.20496115064962833,
"drive_fraction": 0.20417760020868872
},
"non_design_ALPN": {
"actual_spikes": 4778,
"input_supported_spikes": 2541,
"first_actual_spike_tick": 71,
"first_nonzero_drive_tick": 71,
"cumulative_drive_by_apl": [
548.0989510826766,
601.6643570289016
],
"cumulative_state_by_apl": [
86031.67052130381,
94789.45984797612
],
"h_sum_mV": 4194011.499007223,
"h_before_first_KC_sum_mV": 1407.6160090573464,
"h_never_fired_KC_sum_mV": 4152843.5952232457,
"h_before_first_any_KC_sum_mV": 54183.4776975047,
"generated_h_fraction": 0.7520703386775077,
"drive_fraction": 0.7606005312791796
},
"KC": {
"actual_spikes": 53,
"input_supported_spikes": 53,
"first_actual_spike_tick": 158,
"first_nonzero_drive_tick": 158,
"cumulative_drive_by_apl": [
36.89166295528412,
16.351544737815857
],
"cumulative_state_by_apl": [
7227.053998993397,
3221.4102047829374
],
"h_sum_mV": 239619.11351815888,
"h_before_first_KC_sum_mV": 120.26807763341955,
"h_never_fired_KC_sum_mV": 236880.7262350515,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.04296851067286393,
"drive_fraction": 0.035221868512131674
}
},
"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": 158,
"ever_fired_KC": 50,
"never_fired_KC": 4014,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 5.811452865600586e-07,
"max_error_bound": 0.05739458895174431,
"max_bound_utilization": 1.2557310225580515e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.7398968338966368e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.00011896190170546106,
"max_error_bound": 1.762211820518357,
"max_bound_utilization": 8.0191268647537e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 2.960629024321905e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 5.7778859350321454e-06,
"max_error_bound": 0.07594877686027263,
"max_bound_utilization": 8.761158074362719e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.3793150923072603e-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
}