{
  "pass_all": true,
  "steps": 1000,
  "neurons": 166700,
  "apl": 2,
  "bundle_KC": 4064,
  "actual_events": 30854,
  "groups": {
    "design_ALPN": {
      "actual_spikes": 576,
      "input_supported_spikes": 538,
      "first_actual_spike_tick": 1,
      "first_nonzero_drive_tick": 1,
      "cumulative_drive_by_apl": [
        129.90617611259222,
        183.49171947687864
      ],
      "cumulative_state_by_apl": [
        20180.530951011664,
        29112.38103611093
      ],
      "h_sum_mV": 1147265.472759598,
      "h_before_first_KC_sum_mV": 556.5934270975893,
      "h_never_fired_KC_sum_mV": 1136444.885748475,
      "h_before_first_any_KC_sum_mV": 31544.805723993773,
      "generated_h_fraction": 0.20597075887033706,
      "drive_fraction": 0.20602875265647475
    },
    "non_design_ALPN": {
      "actual_spikes": 4777,
      "input_supported_spikes": 2536,
      "first_actual_spike_tick": 82,
      "first_nonzero_drive_tick": 82,
      "cumulative_drive_by_apl": [
        552.2069748304784,
        602.4698518700898
      ],
      "cumulative_state_by_apl": [
        86371.42227512726,
        94079.35585378675
      ],
      "h_sum_mV": 4184798.13725046,
      "h_before_first_KC_sum_mV": 1594.014134567554,
      "h_never_fired_KC_sum_mV": 4142356.7731252285,
      "h_before_first_any_KC_sum_mV": 57257.54579605047,
      "generated_h_fraction": 0.7513047925824449,
      "drive_fraction": 0.7590881421810257
    },
    "KC": {
      "actual_spikes": 53,
      "input_supported_spikes": 53,
      "first_actual_spike_tick": 159,
      "first_nonzero_drive_tick": 159,
      "cumulative_drive_by_apl": [
        39.50952100753784,
        13.552450239658356
      ],
      "cumulative_state_by_apl": [
        7736.571105760157,
        2668.6995461268925
      ],
      "h_sum_mV": 237976.90958537493,
      "h_before_first_KC_sum_mV": 148.78153226692532,
      "h_never_fired_KC_sum_mV": 234905.48042918099,
      "h_before_first_any_KC_sum_mV": 0.0,
      "generated_h_fraction": 0.04272444854721808,
      "drive_fraction": 0.03488310516249953
    }
  },
  "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": 159,
  "ever_fired_KC": 50,
  "never_fired_KC": 4014,
  "decay_f32_bits": "3f7eb923",
  "gain_f32_bits": "3c23d70a",
  "comparison": {
    "drive": {
      "elements": 2000,
      "max_abs_error": 3.6135315895080566e-07,
      "max_error_bound": 0.0691160196753164,
      "max_bound_utilization": 1.4472573300988022e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 1.7819926142692566e-08
    },
    "state": {
      "elements": 2000,
      "max_abs_error": 0.00018253200005347026,
      "max_error_bound": 1.7450833289054704,
      "max_bound_utilization": 0.00011151529035922643,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 3.769831892651848e-05
    },
    "inhibition": {
      "elements": 4064000,
      "max_abs_error": 6.809190529644127e-06,
      "max_error_bound": 0.07565809551079467,
      "max_bound_utilization": 0.00012037185082676797,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 4.347224111132933e-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
}