{
  "pass_all": true,
  "steps": 1000,
  "neurons": 166700,
  "apl": 2,
  "bundle_KC": 4064,
  "actual_events": 27079,
  "groups": {
    "design_ALPN": {
      "actual_spikes": 443,
      "input_supported_spikes": 408,
      "first_actual_spike_tick": 14,
      "first_nonzero_drive_tick": 14,
      "cumulative_drive_by_apl": [
        90.25569425523281,
        131.9400508031249
      ],
      "cumulative_state_by_apl": [
        13503.65887353635,
        20350.112222758442
      ],
      "h_sum_mV": 788358.1179504601,
      "h_before_first_KC_sum_mV": 440.3121821298394,
      "h_never_fired_KC_sum_mV": 781688.5502299168,
      "h_before_first_any_KC_sum_mV": 35121.0340787307,
      "generated_h_fraction": 0.17408511600410115,
      "drive_fraction": 0.1729196041176255
    },
    "non_design_ALPN": {
      "actual_spikes": 4109,
      "input_supported_spikes": 2203,
      "first_actual_spike_tick": 180,
      "first_nonzero_drive_tick": 192,
      "cumulative_drive_by_apl": [
        470.04650266468525,
        546.1456270813942
      ],
      "cumulative_state_by_apl": [
        69462.15974284832,
        82882.16176578286
      ],
      "h_sum_mV": 3537162.3755233013,
      "h_before_first_KC_sum_mV": 1477.363033493238,
      "h_never_fired_KC_sum_mV": 3504779.5221096724,
      "h_before_first_any_KC_sum_mV": 69743.46866263125,
      "generated_h_fraction": 0.7810756411935754,
      "drive_fraction": 0.7908321589911077
    },
    "KC": {
      "actual_spikes": 44,
      "input_supported_spikes": 44,
      "first_actual_spike_tick": 294,
      "first_nonzero_drive_tick": 294,
      "cumulative_drive_by_apl": [
        38.079767644405365,
        8.497970283031464
      ],
      "cumulative_state_by_apl": [
        7263.815970311827,
        1648.3356862708638
      ],
      "h_sum_mV": 203058.03205559836,
      "h_before_first_KC_sum_mV": 176.19014013584027,
      "h_never_fired_KC_sum_mV": 200291.55294194852,
      "h_before_first_any_KC_sum_mV": 0.0,
      "generated_h_fraction": 0.04483924280232333,
      "drive_fraction": 0.03624823689126685
    }
  },
  "group_order": [
    "design_ALPN",
    "non_design_ALPN",
    "KC"
  ],
  "input_support_partition_exact": true,
  "unknown_nonzero_input_columns": 0,
  "source_population_counts": {
    "design_ALPN": 44,
    "non_design_ALPN": 642,
    "KC": 4064
  },
  "input_supported_population_counts": {
    "design_ALPN": 40,
    "non_design_ALPN": 242,
    "KC": 4063
  },
  "first_any_KC_spike_tick": 294,
  "ever_fired_KC": 41,
  "never_fired_KC": 4023,
  "decay_f32_bits": "3f7eb923",
  "gain_f32_bits": "3c23d70a",
  "comparison": {
    "drive": {
      "elements": 2000,
      "max_abs_error": 5.587935447692871e-07,
      "max_error_bound": 0.06507414622819711,
      "max_bound_utilization": 1.0394823851270357e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 1.4748424291610718e-08
    },
    "state": {
      "elements": 2000,
      "max_abs_error": 9.948154865924153e-05,
      "max_error_bound": 1.7220578551970527,
      "max_bound_utilization": 7.18411435669523e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 1.989454608211474e-05
    },
    "inhibition": {
      "elements": 4064000,
      "max_abs_error": 5.178940031491663e-06,
      "max_error_bound": 0.07518895877857322,
      "max_bound_utilization": 8.083241673013812e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 2.2895552881527078e-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
}