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": 25704,
+  "groups": {
+    "design_ALPN": {
+      "actual_spikes": 444,
+      "input_supported_spikes": 414,
+      "first_actual_spike_tick": 27,
+      "first_nonzero_drive_tick": 27,
+      "cumulative_drive_by_apl": [
+        101.25069848448038,
+        125.87870230525732
+      ],
+      "cumulative_state_by_apl": [
+        15540.56634794383,
+        19020.376451537188
+      ],
+      "h_sum_mV": 802706.1719183198,
+      "h_before_first_KC_sum_mV": 536.2422704132641,
+      "h_never_fired_KC_sum_mV": 794884.9024301766,
+      "h_before_first_any_KC_sum_mV": 26704.102915638225,
+      "generated_h_fraction": 0.17987842366543227,
+      "drive_fraction": 0.17876784965627288
+    },
+    "non_design_ALPN": {
+      "actual_spikes": 4081,
+      "input_supported_spikes": 2182,
+      "first_actual_spike_tick": 155,
+      "first_nonzero_drive_tick": 183,
+      "cumulative_drive_by_apl": [
+        507.6832480430603,
+        489.9825004450977
+      ],
+      "cumulative_state_by_apl": [
+        76691.78201745932,
+        72666.54520024636
+      ],
+      "h_sum_mV": 3457454.2412014273,
+      "h_before_first_KC_sum_mV": 1549.5781911956117,
+      "h_never_fired_KC_sum_mV": 3422731.0691628233,
+      "h_before_first_any_KC_sum_mV": 53256.0334077677,
+      "generated_h_fraction": 0.7747809105745362,
+      "drive_fraction": 0.7852376658979956
+    },
+    "KC": {
+      "actual_spikes": 45,
+      "input_supported_spikes": 45,
+      "first_actual_spike_tick": 286,
+      "first_nonzero_drive_tick": 286,
+      "cumulative_drive_by_apl": [
+        30.42756700515747,
+        15.304401576519012
+      ],
+      "cumulative_state_by_apl": [
+        5878.970975317249,
+        2932.2664739406905
+      ],
+      "h_sum_mV": 202332.3948633039,
+      "h_before_first_KC_sum_mV": 89.71719324969247,
+      "h_never_fired_KC_sum_mV": 200152.78895132375,
+      "h_before_first_any_KC_sum_mV": 0.0,
+      "generated_h_fraction": 0.04534066576003149,
+      "drive_fraction": 0.03599448444573153
+    }
+  },
+  "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": 286,
+  "ever_fired_KC": 42,
+  "never_fired_KC": 4022,
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "comparison": {
+    "drive": {
+      "elements": 2000,
+      "max_abs_error": 2.5331974029541016e-07,
+      "max_error_bound": 0.053554809191935435,
+      "max_bound_utilization": 1.2288991986663719e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 1.4159828424453736e-08
+    },
+    "state": {
+      "elements": 2000,
+      "max_abs_error": 0.00013794756534935004,
+      "max_error_bound": 1.6727443187986826,
+      "max_bound_utilization": 8.518438278149707e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 2.8126875093769737e-05
+    },
+    "inhibition": {
+      "elements": 4064000,
+      "max_abs_error": 5.172051672275302e-06,
+      "max_error_bound": 0.07577890687541153,
+      "max_bound_utilization": 9.643380800437813e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.234107982725978e-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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