{
  "pass_all": true,
  "steps": 1000,
  "neurons": 166700,
  "apl": 2,
  "bundle_KC": 4064,
  "actual_events": 30248,
  "groups": {
    "design_ALPN": {
      "actual_spikes": 559,
      "input_supported_spikes": 523,
      "first_actual_spike_tick": 0,
      "first_nonzero_drive_tick": 0,
      "cumulative_drive_by_apl": [
        136.20917321369052,
        168.50951582193375
      ],
      "cumulative_state_by_apl": [
        21676.810425349762,
        26220.68573314161
      ],
      "h_sum_mV": 1112290.1643139948,
      "h_before_first_KC_sum_mV": 664.0159827881789,
      "h_never_fired_KC_sum_mV": 1098225.2013420316,
      "h_before_first_any_KC_sum_mV": 22509.842811480434,
      "generated_h_fraction": 0.1990205246188318,
      "drive_fraction": 0.20015343404371974
    },
    "non_design_ALPN": {
      "actual_spikes": 4748,
      "input_supported_spikes": 2524,
      "first_actual_spike_tick": 48,
      "first_nonzero_drive_tick": 48,
      "cumulative_drive_by_apl": [
        568.8605801202357,
        577.4592378437519
      ],
      "cumulative_state_by_apl": [
        89743.55876394873,
        89577.33776400333
      ],
      "h_sum_mV": 4153868.1461458188,
      "h_before_first_KC_sum_mV": 1721.0835135742163,
      "h_never_fired_KC_sum_mV": 4099909.002704499,
      "h_before_first_any_KC_sum_mV": 33452.27807393643,
      "generated_h_fraction": 0.7432458221486348,
      "drive_fraction": 0.7529562719109766
    },
    "KC": {
      "actual_spikes": 75,
      "input_supported_spikes": 75,
      "first_actual_spike_tick": 142,
      "first_nonzero_drive_tick": 142,
      "cumulative_drive_by_apl": [
        46.65828776359558,
        24.728690922260284
      ],
      "cumulative_state_by_apl": [
        9182.915723226133,
        4858.743634927249
      ],
      "h_sum_mV": 322663.07589858264,
      "h_before_first_KC_sum_mV": 253.24057786755978,
      "h_never_fired_KC_sum_mV": 318111.0392766617,
      "h_before_first_any_KC_sum_mV": 0.0,
      "generated_h_fraction": 0.057733653232533474,
      "drive_fraction": 0.04689029404530369
    }
  },
  "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": 142,
  "ever_fired_KC": 72,
  "never_fired_KC": 3992,
  "decay_f32_bits": "3f7eb923",
  "gain_f32_bits": "3c23d70a",
  "comparison": {
    "drive": {
      "elements": 2000,
      "max_abs_error": 4.3585896492004395e-07,
      "max_error_bound": 0.056384119692698506,
      "max_bound_utilization": 1.6094910713620374e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 1.6573816537857055e-08
    },
    "state": {
      "elements": 2000,
      "max_abs_error": 0.00013229554787130837,
      "max_error_bound": 1.7197022863695128,
      "max_bound_utilization": 9.00934319009059e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 3.100107687389514e-05
    },
    "inhibition": {
      "elements": 4064000,
      "max_abs_error": 6.738164500141863e-06,
      "max_error_bound": 0.07576768137685458,
      "max_bound_utilization": 9.875325906631433e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 3.5304354743797553e-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
}