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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-matched_energy-01-s51102-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": 30929,
"groups": {
"design_ALPN": {
"actual_spikes": 562,
"input_supported_spikes": 523,
"first_actual_spike_tick": 0,
"first_nonzero_drive_tick": 0,
"cumulative_drive_by_apl": [
123.80455295741558,
176.24226624518633
],
"cumulative_state_by_apl": [
19351.5802124069,
28141.10278990673
],
"h_sum_mV": 1105477.1973704514,
"h_before_first_KC_sum_mV": 476.37701500020745,
"h_never_fired_KC_sum_mV": 1093546.5472193249,
"h_before_first_any_KC_sum_mV": 21199.1648362222,
"generated_h_fraction": 0.19909843703791133,
"drive_fraction": 0.19884960730218476
},
"non_design_ALPN": {
"actual_spikes": 4818,
"input_supported_spikes": 2542,
"first_actual_spike_tick": 47,
"first_nonzero_drive_tick": 47,
"cumulative_drive_by_apl": [
552.3479363881052,
598.8652626909316
],
"cumulative_state_by_apl": [
85830.57262196575,
94718.70352908991
],
"h_sum_mV": 4187792.7272602757,
"h_before_first_KC_sum_mV": 1590.7951153311546,
"h_never_fired_KC_sum_mV": 4139552.695460711,
"h_before_first_any_KC_sum_mV": 46524.5562559031,
"generated_h_fraction": 0.7542290231038097,
"drive_fraction": 0.7629419074207375
},
"KC": {
"actual_spikes": 55,
"input_supported_spikes": 55,
"first_actual_spike_tick": 148,
"first_nonzero_drive_tick": 148,
"cumulative_drive_by_apl": [
41.38229662179947,
16.270995378494263
],
"cumulative_state_by_apl": [
8104.002014443209,
3210.5312241771517
],
"h_sum_mV": 259145.32190358848,
"h_before_first_KC_sum_mV": 181.91529160135067,
"h_never_fired_KC_sum_mV": 255481.29689268532,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.046672539858278926,
"drive_fraction": 0.03820848527707766
}
},
"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": 148,
"ever_fired_KC": 52,
"never_fired_KC": 4012,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 6.705522537231445e-07,
"max_error_bound": 0.061638555263680166,
"max_bound_utilization": 1.487904823728152e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.879781484603882e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.00010741338269326661,
"max_error_bound": 1.721608392141025,
"max_bound_utilization": 6.59064507549826e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 2.9376340397276296e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 4.473448710129446e-06,
"max_error_bound": 0.07703443656194955,
"max_bound_utilization": 7.681072811831131e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 3.3676904025102205e-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
}