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digital-drosophila/registry/phase4ai-pn-recruitment-audit/evidence/trials/cal-physiological-00-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": 29938,
"groups": {
"design_ALPN": {
"actual_spikes": 578,
"input_supported_spikes": 539,
"first_actual_spike_tick": 1,
"first_nonzero_drive_tick": 1,
"cumulative_drive_by_apl": [
123.70386590436101,
185.42490703612566
],
"cumulative_state_by_apl": [
19193.230137512302,
29289.801010254505
],
"h_sum_mV": 1129208.118125505,
"h_before_first_KC_sum_mV": 477.2463956406854,
"h_never_fired_KC_sum_mV": 1119554.578165669,
"h_before_first_any_KC_sum_mV": 29562.692202515238,
"generated_h_fraction": 0.20895146644631024,
"drive_fraction": 0.20948702789870344
},
"non_design_ALPN": {
"actual_spikes": 4695,
"input_supported_spikes": 2479,
"first_actual_spike_tick": 81,
"first_nonzero_drive_tick": 81,
"cumulative_drive_by_apl": [
525.7666071616113,
597.5563334561884
],
"cumulative_state_by_apl": [
81857.32469100857,
93976.99585115883
],
"h_sum_mV": 4080522.752262421,
"h_before_first_KC_sum_mV": 1217.418384170415,
"h_never_fired_KC_sum_mV": 4044253.8799987184,
"h_before_first_any_KC_sum_mV": 53779.32674486551,
"generated_h_fraction": 0.755070034714364,
"drive_fraction": 0.7612412845366503
},
"KC": {
"actual_spikes": 41,
"input_supported_spikes": 41,
"first_actual_spike_tick": 165,
"first_nonzero_drive_tick": 165,
"cumulative_drive_by_apl": [
27.50764811038971,
15.687011480331421
],
"cumulative_state_by_apl": [
5363.396855799104,
3089.3272439788357
],
"h_sum_mV": 194433.72979521516,
"h_before_first_KC_sum_mV": 101.63076707002239,
"h_never_fired_KC_sum_mV": 192543.49049397316,
"h_before_first_any_KC_sum_mV": 0.0,
"generated_h_fraction": 0.035978498839325884,
"drive_fraction": 0.02927168756464624
}
},
"group_order": [
"design_ALPN",
"non_design_ALPN",
"KC"
],
"input_support_partition_exact": true,
"unknown_nonzero_input_columns": 0,
"source_population_counts": {
"design_ALPN": 48,
"non_design_ALPN": 638,
"KC": 4064
},
"input_supported_population_counts": {
"design_ALPN": 44,
"non_design_ALPN": 238,
"KC": 4063
},
"first_any_KC_spike_tick": 165,
"ever_fired_KC": 38,
"never_fired_KC": 4026,
"decay_f32_bits": "3f7eb923",
"gain_f32_bits": "3c23d70a",
"comparison": {
"drive": {
"elements": 2000,
"max_abs_error": 5.327165126800537e-07,
"max_error_bound": 0.07437045311529132,
"max_bound_utilization": 1.3081829823259335e-05,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 1.6927719116210936e-08
},
"state": {
"elements": 2000,
"max_abs_error": 0.0001710029721380124,
"max_error_bound": 1.7577510177980056,
"max_bound_utilization": 0.00010836545909297342,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 4.368356715671724e-05
},
"inhibition": {
"elements": 4064000,
"max_abs_error": 7.4913593977044e-06,
"max_error_bound": 0.07492270812507536,
"max_bound_utilization": 0.0001198917892283098,
"bound_violations": 0,
"zero_reference_nonzero_actual": 0,
"mean_abs_error": 4.967732994318166e-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
}