{
  "pass_all": true,
  "steps": 1000,
  "neurons": 166700,
  "apl": 2,
  "bundle_KC": 4064,
  "actual_events": 28492,
  "groups": {
    "design_ALPN": {
      "actual_spikes": 525,
      "input_supported_spikes": 490,
      "first_actual_spike_tick": 14,
      "first_nonzero_drive_tick": 14,
      "cumulative_drive_by_apl": [
        122.95878329128027,
        157.71588541567326
      ],
      "cumulative_state_by_apl": [
        19099.84498142075,
        24095.796512932673
      ],
      "h_sum_mV": 1003644.7724480694,
      "h_before_first_KC_sum_mV": 591.61811304159,
      "h_never_fired_KC_sum_mV": 991981.7537337423,
      "h_before_first_any_KC_sum_mV": 21947.971531808205,
      "generated_h_fraction": 0.19782717963937066,
      "drive_fraction": 0.19819691603022918
    },
    "non_design_ALPN": {
      "actual_spikes": 4480,
      "input_supported_spikes": 2371,
      "first_actual_spike_tick": 136,
      "first_nonzero_drive_tick": 136,
      "cumulative_drive_by_apl": [
        537.4261449053884,
        542.0778777599335
      ],
      "cumulative_state_by_apl": [
        82940.00103635668,
        81957.58653863978
      ],
      "h_sum_mV": 3819259.184310264,
      "h_before_first_KC_sum_mV": 1761.936459445676,
      "h_never_fired_KC_sum_mV": 3773443.285975511,
      "h_before_first_any_KC_sum_mV": 50278.18534203012,
      "generated_h_fraction": 0.7528094535887763,
      "drive_fraction": 0.7622859915366237
    },
    "KC": {
      "actual_spikes": 54,
      "input_supported_spikes": 54,
      "first_actual_spike_tick": 223,
      "first_nonzero_drive_tick": 223,
      "cumulative_drive_by_apl": [
        37.4152347445488,
        18.546518087387085
      ],
      "cumulative_state_by_apl": [
        7298.047868986183,
        3609.158207319158
      ],
      "h_sum_mV": 250437.2002943275,
      "h_before_first_KC_sum_mV": 137.2165888186007,
      "h_never_fired_KC_sum_mV": 247173.07612459516,
      "h_before_first_any_KC_sum_mV": 0.0,
      "generated_h_fraction": 0.049363366771852976,
      "drive_fraction": 0.039517092433147154
    }
  },
  "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": 223,
  "ever_fired_KC": 51,
  "never_fired_KC": 4013,
  "decay_f32_bits": "3f7eb923",
  "gain_f32_bits": "3c23d70a",
  "comparison": {
    "drive": {
      "elements": 2000,
      "max_abs_error": 2.980232238769531e-07,
      "max_error_bound": 0.07497673443892508,
      "max_bound_utilization": 1.0138418549241532e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 1.5852972865104674e-08
    },
    "state": {
      "elements": 2000,
      "max_abs_error": 0.00012012239787395629,
      "max_error_bound": 1.7501682602224764,
      "max_bound_utilization": 8.132731024156054e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 3.7949853604809706e-05
    },
    "inhibition": {
      "elements": 4064000,
      "max_abs_error": 6.269199683828219e-06,
      "max_error_bound": 0.07703653517410776,
      "max_bound_utilization": 8.877555311379056e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 4.3059224880822036e-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
}