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": 30709,
+  "groups": {
+    "design_ALPN": {
+      "actual_spikes": 579,
+      "input_supported_spikes": 541,
+      "first_actual_spike_tick": 7,
+      "first_nonzero_drive_tick": 7,
+      "cumulative_drive_by_apl": [
+        125.45581735298038,
+        185.6262807175517
+      ],
+      "cumulative_state_by_apl": [
+        19526.75215716247,
+        28991.296260102336
+      ],
+      "h_sum_mV": 1129637.525357141,
+      "h_before_first_KC_sum_mV": 434.3068762379723,
+      "h_never_fired_KC_sum_mV": 1118481.698571418,
+      "h_before_first_any_KC_sum_mV": 21879.82218430809,
+      "generated_h_fraction": 0.20515629891700174,
+      "drive_fraction": 0.20668156110123326
+    },
+    "non_design_ALPN": {
+      "actual_spikes": 4754,
+      "input_supported_spikes": 2511,
+      "first_actual_spike_tick": 62,
+      "first_nonzero_drive_tick": 62,
+      "cumulative_drive_by_apl": [
+        540.6078493446112,
+        600.4158401191235
+      ],
+      "cumulative_state_by_apl": [
+        83844.18145130023,
+        94567.63833038947
+      ],
+      "h_sum_mV": 4139387.1562266857,
+      "h_before_first_KC_sum_mV": 1538.7189610736787,
+      "h_never_fired_KC_sum_mV": 4095223.0785145396,
+      "h_before_first_any_KC_sum_mV": 43567.93259042167,
+      "generated_h_fraction": 0.7517644639926013,
+      "drive_fraction": 0.7580910597381393
+    },
+    "KC": {
+      "actual_spikes": 52,
+      "input_supported_spikes": 52,
+      "first_actual_spike_tick": 154,
+      "first_nonzero_drive_tick": 154,
+      "cumulative_drive_by_apl": [
+        41.42257124185562,
+        11.599125325679779
+      ],
+      "cumulative_state_by_apl": [
+        8105.2693362124455,
+        2286.2288689961874
+      ],
+      "h_sum_mV": 237204.13673848272,
+      "h_before_first_KC_sum_mV": 194.09998516884514,
+      "h_never_fired_KC_sum_mV": 233791.15414874002,
+      "h_before_first_any_KC_sum_mV": 0.0,
+      "generated_h_fraction": 0.0430792370903969,
+      "drive_fraction": 0.03522737916062742
+    }
+  },
+  "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": 154,
+  "ever_fired_KC": 49,
+  "never_fired_KC": 4015,
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "comparison": {
+    "drive": {
+      "elements": 2000,
+      "max_abs_error": 4.3585896492004395e-07,
+      "max_error_bound": 0.05759668196610521,
+      "max_bound_utilization": 1.4132340459010374e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 1.697055995464325e-08
+    },
+    "state": {
+      "elements": 2000,
+      "max_abs_error": 0.00010998881822388284,
+      "max_error_bound": 1.7412033308938932,
+      "max_bound_utilization": 6.649734810361433e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 2.7324615268324832e-05
+    },
+    "inhibition": {
+      "elements": 4064000,
+      "max_abs_error": 4.882532628869285e-06,
+      "max_error_bound": 0.07646516423112434,
+      "max_bound_utilization": 7.596549731350443e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.154547609914386e-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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