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": 26511,
+  "groups": {
+    "design_ALPN": {
+      "actual_spikes": 510,
+      "input_supported_spikes": 475,
+      "first_actual_spike_tick": 13,
+      "first_nonzero_drive_tick": 13,
+      "cumulative_drive_by_apl": [
+        108.29877764359117,
+        164.26053086668253
+      ],
+      "cumulative_state_by_apl": [
+        16464.573601573196,
+        25188.145087436882
+      ],
+      "h_sum_mV": 970154.5877196688,
+      "h_before_first_KC_sum_mV": 405.7602180215661,
+      "h_never_fired_KC_sum_mV": 961364.5045356336,
+      "h_before_first_any_KC_sum_mV": 25853.855338658243,
+      "generated_h_fraction": 0.20451632851341403,
+      "drive_fraction": 0.20461382538506037
+    },
+    "non_design_ALPN": {
+      "actual_spikes": 4204,
+      "input_supported_spikes": 2223,
+      "first_actual_spike_tick": 183,
+      "first_nonzero_drive_tick": 183,
+      "cumulative_drive_by_apl": [
+        470.83186036348343,
+        541.4334817230701
+      ],
+      "cumulative_state_by_apl": [
+        70260.91637586622,
+        83286.552416729
+      ],
+      "h_sum_mV": 3564795.070427886,
+      "h_before_first_KC_sum_mV": 1178.1842341462816,
+      "h_never_fired_KC_sum_mV": 3530518.860069641,
+      "h_before_first_any_KC_sum_mV": 47508.358042217515,
+      "generated_h_fraction": 0.7514872463988118,
+      "drive_fraction": 0.7599207859790974
+    },
+    "KC": {
+      "actual_spikes": 45,
+      "input_supported_spikes": 45,
+      "first_actual_spike_tick": 254,
+      "first_nonzero_drive_tick": 254,
+      "cumulative_drive_by_apl": [
+        34.59600245952606,
+        12.646268606185913
+      ],
+      "cumulative_state_by_apl": [
+        6653.813856390824,
+        2464.8599838965224
+      ],
+      "h_sum_mV": 208703.79373825545,
+      "h_before_first_KC_sum_mV": 168.2129164285243,
+      "h_never_fired_KC_sum_mV": 206182.520586774,
+      "h_before_first_any_KC_sum_mV": 0.0,
+      "generated_h_fraction": 0.04399642508777418,
+      "drive_fraction": 0.03546538863584224
+    }
+  },
+  "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": 254,
+  "ever_fired_KC": 42,
+  "never_fired_KC": 4022,
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "comparison": {
+    "drive": {
+      "elements": 2000,
+      "max_abs_error": 3.129243850708008e-07,
+      "max_error_bound": 0.05476737154011431,
+      "max_bound_utilization": 1.0348624629355524e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 1.3930723071098328e-08
+    },
+    "state": {
+      "elements": 2000,
+      "max_abs_error": 0.00013127941301149804,
+      "max_error_bound": 1.7764736349221646,
+      "max_bound_utilization": 7.811132348399321e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 2.7639816336046654e-05
+    },
+    "inhibition": {
+      "elements": 4064000,
+      "max_abs_error": 5.097736647030615e-06,
+      "max_error_bound": 0.07423133151614192,
+      "max_bound_utilization": 8.819503674502914e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.171823481308523e-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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