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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-01-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": 32029,
"groups": {
"design_ALPN": {
"actual_spikes": 570,
"input_supported_spikes": 531,
"first_actual_spike_tick": 26,
"first_nonzero_drive_tick": 26,
"cumulative_drive_by_apl": [
126.82515859603882,
181.51825716346502
],
"cumulative_state_by_apl": [
19978.843938520316,
28784.80737241119
],
"h_sum_mV": 1134929.1090027348,
"h_before_first_KC_sum_mV": 686.299541658686,
"h_never_fired_KC_sum_mV": 1118768.301977155,
"h_before_first_any_KC_sum_mV": 16223.905533235536,
"generated_h_fraction": 0.20021892746353312,
"drive_fraction": 0.20072887343814352
},
"non_design_ALPN": {
"actual_spikes": 4789,
"input_supported_spikes": 2537,
"first_actual_spike_tick": 66,
"first_nonzero_drive_tick": 66,
"cumulative_drive_by_apl": [
552.0056011304259,
598.8652625717223
],
"cumulative_state_by_apl": [
86345.67262142805,
94094.97915424083
],
"h_sum_mV": 4184588.551090612,
"h_before_first_KC_sum_mV": 1767.129423083821,
"h_never_fired_KC_sum_mV": 4123196.316526431,
"h_before_first_any_KC_sum_mV": 15609.928235227273,
"generated_h_fraction": 0.7382256961509687,
"drive_fraction": 0.7492068912017789
},
"KC": {
"actual_spikes": 75,
"input_supported_spikes": 75,
"first_actual_spike_tick": 133,
"first_nonzero_drive_tick": 133,
"cumulative_drive_by_apl": [
44.12097895145416,
32.78363907337189
],
"cumulative_state_by_apl": [
8651.295003587635,
6468.139798636487
],
"h_sum_mV": 348922.99824273936,
"h_before_first_KC_sum_mV": 255.81080235900527,
"h_never_fired_KC_sum_mV": 343597.24299523205,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.06155537638549827,
"drive_fraction": 0.05006423536007766
}
},
"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": 133,
"ever_fired_KC": 72,
"never_fired_KC": 3992,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 5.066394805908203e-07,
"max_error_bound": 0.0666908939321483,
"max_bound_utilization": 1.2588723225490655e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.817755401134491e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.00011654023199980656,
"max_error_bound": 1.7436218068865454,
"max_bound_utilization": 7.242833096751885e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 2.1460937291514382e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 4.794110927797135e-06,
"max_error_bound": 0.0771481441471464,
"max_bound_utilization": 7.899956291954169e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 2.4812672168216646e-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
}