{
  "pass_all": true,
  "steps": 1000,
  "neurons": 166700,
  "apl": 2,
  "bundle_KC": 4064,
  "actual_events": 31685,
  "groups": {
    "design_ALPN": {
      "actual_spikes": 506,
      "input_supported_spikes": 468,
      "first_actual_spike_tick": 2,
      "first_nonzero_drive_tick": 2,
      "cumulative_drive_by_apl": [
        112.32625231519341,
        145.51263842731714
      ],
      "cumulative_state_by_apl": [
        17913.40839036574,
        22783.387543194516
      ],
      "h_sum_mV": 945682.9232569406,
      "h_before_first_KC_sum_mV": 641.768768647648,
      "h_never_fired_KC_sum_mV": 935548.5907393516,
      "h_before_first_any_KC_sum_mV": 27133.54446878606,
      "generated_h_fraction": 0.1771250674493472,
      "drive_fraction": 0.17571257920205247
    },
    "non_design_ALPN": {
      "actual_spikes": 4730,
      "input_supported_spikes": 2511,
      "first_actual_spike_tick": 86,
      "first_nonzero_drive_tick": 91,
      "cumulative_drive_by_apl": [
        559.7383508011699,
        597.5966087915003
      ],
      "cumulative_state_by_apl": [
        86650.62796819997,
        92761.0997077314
      ],
      "h_sum_mV": 4159763.606901722,
      "h_before_first_KC_sum_mV": 1822.9591379519231,
      "h_never_fired_KC_sum_mV": 4113345.572116404,
      "h_before_first_any_KC_sum_mV": 46675.00276130395,
      "generated_h_fraction": 0.7791178113994772,
      "drive_fraction": 0.7887030159225047
    },
    "KC": {
      "actual_spikes": 51,
      "input_supported_spikes": 51,
      "first_actual_spike_tick": 184,
      "first_nonzero_drive_tick": 184,
      "cumulative_drive_by_apl": [
        38.542927265167236,
        13.673274457454681
      ],
      "cumulative_state_by_apl": [
        7529.091075247245,
        2682.4283476507144
      ],
      "h_sum_mV": 233622.28079537954,
      "h_before_first_KC_sum_mV": 206.88214926748057,
      "h_never_fired_KC_sum_mV": 230391.5525653161,
      "h_before_first_any_KC_sum_mV": 0.0,
      "generated_h_fraction": 0.04375712115117569,
      "drive_fraction": 0.03558440487544279
    }
  },
  "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": 184,
  "ever_fired_KC": 48,
  "never_fired_KC": 4016,
  "decay_f32_bits": "3f7eb923",
  "gain_f32_bits": "3c23d70a",
  "comparison": {
    "drive": {
      "elements": 2000,
      "max_abs_error": 2.905726432800293e-07,
      "max_error_bound": 0.06568042837432471,
      "max_bound_utilization": 1.0810616850431653e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 1.6184523701667786e-08
    },
    "state": {
      "elements": 2000,
      "max_abs_error": 0.0001542923027670895,
      "max_error_bound": 1.7135104051979253,
      "max_bound_utilization": 9.283692562232882e-05,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 2.1015675074436247e-05
    },
    "inhibition": {
      "elements": 4064000,
      "max_abs_error": 6.101642446409983e-06,
      "max_error_bound": 0.07670476128519117,
      "max_bound_utilization": 0.00010036286022925243,
      "bound_violations": 0,
      "zero_reference_nonzero_actual": 0,
      "mean_abs_error": 2.425265845268999e-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
}