{
  "pass_all": true,
  "steps": 1000,
  "neurons": 166700,
  "apl": 2,
  "bundle_KC": 4064,
  "actual_events": 30262,
  "groups": {
    "design_ALPN": {
      "actual_spikes": 453,
      "input_supported_spikes": 428,
      "first_actual_spike_tick": 20,
      "first_nonzero_drive_tick": 20,
      "cumulative_drive_by_apl": [
        179.1017726957798,
        248.45487602055073
      ],
      "cumulative_state_by_apl": [
        27861.162533649273,
        39312.469094922475
      ],
      "h_sum_mV": 1562994.1873998495,
      "h_before_first_KC_sum_mV": 789.9160054763073,
      "h_never_fired_KC_sum_mV": 1545909.440542028,
      "h_before_first_any_KC_sum_mV": 33087.067015994915,
      "generated_h_fraction": 0.28994041608648435,
      "drive_fraction": 0.28975380622204305
    },
    "non_design_ALPN": {
      "actual_spikes": 4788,
      "input_supported_spikes": 2552,
      "first_actual_spike_tick": 72,
      "first_nonzero_drive_tick": 72,
      "cumulative_drive_by_apl": [
        482.51153502240777,
        506.05212242901325
      ],
      "cumulative_state_by_apl": [
        74211.2273735334,
        79392.56587098847
      ],
      "h_sum_mV": 3561361.5771840755,
      "h_before_first_KC_sum_mV": 1273.7396152614472,
      "h_never_fired_KC_sum_mV": 3519896.3640928166,
      "h_before_first_any_KC_sum_mV": 36201.02463801488,
      "generated_h_fraction": 0.6606439523879117,
      "drive_fraction": 0.6699465048650818
    },
    "KC": {
      "actual_spikes": 57,
      "input_supported_spikes": 57,
      "first_actual_spike_tick": 168,
      "first_nonzero_drive_tick": 168,
      "cumulative_drive_by_apl": [
        43.15438514947891,
        16.31127005815506
      ],
      "cumulative_state_by_apl": [
        8425.085833735178,
        3210.4333666005236
      ],
      "h_sum_mV": 266386.9559260533,
      "h_before_first_KC_sum_mV": 233.80454719476543,
      "h_never_fired_KC_sum_mV": 262605.7788109801,
      "h_before_first_any_KC_sum_mV": 0.0,
      "generated_h_fraction": 0.04941563152560403,
      "drive_fraction": 0.040299688912875234
    }
  },
  "group_order": [
    "design_ALPN",
    "non_design_ALPN",
    "KC"
  ],
  "input_support_partition_exact": true,
  "unknown_nonzero_input_columns": 0,
  "source_population_counts": {
    "design_ALPN": 33,
    "non_design_ALPN": 653,
    "KC": 4064
  },
  "input_supported_population_counts": {
    "design_ALPN": 30,
    "non_design_ALPN": 252,
    "KC": 4063
  },
  "first_any_KC_spike_tick": 168,
  "ever_fired_KC": 54,
  "never_fired_KC": 4010,
  "decay_f32_bits": "3f7eb923",
  "gain_f32_bits": "3c23d70a",
  "comparison": {
    "drive": {
      "elements": 2000,
      "max_abs_error": 4.6193599700927734e-07,
      "max_error_bound": 0.06406367891322762,
      "max_bound_utilization": 1.365443560967278e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 1.580081880092621e-08
    },
    "state": {
      "elements": 2000,
      "max_abs_error": 0.0001507579620749766,
      "max_error_bound": 1.7401969550737288,
      "max_bound_utilization": 9.220145026862412e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 3.087872048416404e-05
    },
    "inhibition": {
      "elements": 4064000,
      "max_abs_error": 6.095325965738141e-06,
      "max_error_bound": 0.07689900555056041,
      "max_bound_utilization": 0.00010085960043689285,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 3.5611802726728477e-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
}