Audit conditional PN recruitment and graded APL source timing

2026-09-30 10:45:48 +08:00
parent 9437bbff79
commit b2cd81c7b9
283 changed files with 159989 additions and 9 deletions
@@ -0,0 +1,153 @@
+{
+  "pass_all": true,
+  "steps": 1000,
+  "neurons": 166700,
+  "apl": 2,
+  "bundle_KC": 4064,
+  "actual_events": 30572,
+  "groups": {
+    "design_ALPN": {
+      "actual_spikes": 559,
+      "input_supported_spikes": 521,
+      "first_actual_spike_tick": 12,
+      "first_nonzero_drive_tick": 12,
+      "cumulative_drive_by_apl": [
+        127.36886744573712,
+        168.42896662652493
+      ],
+      "cumulative_state_by_apl": [
+        20323.19527737593,
+        26237.824369482052
+      ],
+      "h_sum_mV": 1082158.6726226697,
+      "h_before_first_KC_sum_mV": 752.1194517376873,
+      "h_never_fired_KC_sum_mV": 1069466.3609572,
+      "h_before_first_any_KC_sum_mV": 25249.407805914616,
+      "generated_h_fraction": 0.2013864396177329,
+      "drive_fraction": 0.2004640045196424
+    },
+    "non_design_ALPN": {
+      "actual_spikes": 4617,
+      "input_supported_spikes": 2458,
+      "first_actual_spike_tick": 71,
+      "first_nonzero_drive_tick": 71,
+      "cumulative_drive_by_apl": [
+        552.4083485193551,
+        564.8331063203514
+      ],
+      "cumulative_state_by_apl": [
+        86254.85127590815,
+        86882.20934916026
+      ],
+      "h_sum_mV": 4011098.9395314604,
+      "h_before_first_KC_sum_mV": 1907.71669938205,
+      "h_never_fired_KC_sum_mV": 3962091.3274995135,
+      "h_before_first_any_KC_sum_mV": 39786.73150201072,
+      "generated_h_fraction": 0.74645332040726,
+      "drive_fraction": 0.7571613793419621
+    },
+    "KC": {
+      "actual_spikes": 63,
+      "input_supported_spikes": 63,
+      "first_actual_spike_tick": 171,
+      "first_nonzero_drive_tick": 171,
+      "cumulative_drive_by_apl": [
+        45.69169384241104,
+        16.834841549396515
+      ],
+      "cumulative_state_by_apl": [
+        8951.00243106294,
+        3295.9709744701067
+      ],
+      "h_sum_mV": 280285.28714335227,
+      "h_before_first_KC_sum_mV": 201.7098772418153,
+      "h_never_fired_KC_sum_mV": 276335.5426288903,
+      "h_before_first_any_KC_sum_mV": 0.0,
+      "generated_h_fraction": 0.052160239975007135,
+      "drive_fraction": 0.04237461613839544
+    }
+  },
+  "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": 171,
+  "ever_fired_KC": 60,
+  "never_fired_KC": 4004,
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "comparison": {
+    "drive": {
+      "elements": 2000,
+      "max_abs_error": 3.8743019104003906e-07,
+      "max_error_bound": 0.05739458925083297,
+      "max_bound_utilization": 1.3612422334711888e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 1.5949830412864686e-08
+    },
+    "state": {
+      "elements": 2000,
+      "max_abs_error": 0.00018251843619054853,
+      "max_error_bound": 1.743827413569019,
+      "max_bound_utilization": 0.00010645935571008849,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.355346468853093e-05
+    },
+    "inhibition": {
+      "elements": 4064000,
+      "max_abs_error": 6.993987991421591e-06,
+      "max_error_bound": 0.07535272839210448,
+      "max_bound_utilization": 0.00011428799570557669,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.856139330586617e-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
+}
@@ -0,0 +1,42 @@
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+    "path": "apl-source-summary.json",
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+  {
+    "path": "replay-final.npz",
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