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": 29779,
+  "groups": {
+    "design_ALPN": {
+      "actual_spikes": 548,
+      "input_supported_spikes": 511,
+      "first_actual_spike_tick": 1,
+      "first_nonzero_drive_tick": 1,
+      "cumulative_drive_by_apl": [
+        117.9445781186223,
+        175.8596561923623
+      ],
+      "cumulative_state_by_apl": [
+        18201.212633479623,
+        27582.756120019403
+      ],
+      "h_sum_mV": 1066252.4347465204,
+      "h_before_first_KC_sum_mV": 407.1345771336941,
+      "h_never_fired_KC_sum_mV": 1055575.426857865,
+      "h_before_first_any_KC_sum_mV": 17910.732226247343,
+      "generated_h_fraction": 0.2023088707824843,
+      "drive_fraction": 0.20385351513917727
+    },
+    "non_design_ALPN": {
+      "actual_spikes": 4605,
+      "input_supported_spikes": 2422,
+      "first_actual_spike_tick": 90,
+      "first_nonzero_drive_tick": 90,
+      "cumulative_drive_by_apl": [
+        511.9120961166918,
+        584.2656689323485
+      ],
+      "cumulative_state_by_apl": [
+        78928.69993659886,
+        92272.99560072547
+      ],
+      "h_sum_mV": 3973947.7135089003,
+      "h_before_first_KC_sum_mV": 1428.4382760025949,
+      "h_never_fired_KC_sum_mV": 3932121.088707176,
+      "h_before_first_any_KC_sum_mV": 44670.778800722044,
+      "generated_h_fraction": 0.7540098838412005,
+      "drive_fraction": 0.7605734176932502
+    },
+    "KC": {
+      "actual_spikes": 49,
+      "input_supported_spikes": 49,
+      "first_actual_spike_tick": 170,
+      "first_nonzero_drive_tick": 170,
+      "cumulative_drive_by_apl": [
+        33.7703703045845,
+        17.49937480688095
+      ],
+      "cumulative_state_by_apl": [
+        6574.736178035171,
+        3445.073125524784
+      ],
+      "h_sum_mV": 230218.44793613825,
+      "h_before_first_KC_sum_mV": 152.49007247554343,
+      "h_never_fired_KC_sum_mV": 227428.35067247853,
+      "h_before_first_any_KC_sum_mV": 0.0,
+      "generated_h_fraction": 0.043681245376315216,
+      "drive_fraction": 0.03557306716757256
+    }
+  },
+  "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": 170,
+  "ever_fired_KC": 46,
+  "never_fired_KC": 4018,
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "comparison": {
+    "drive": {
+      "elements": 2000,
+      "max_abs_error": 7.152557373046875e-07,
+      "max_error_bound": 0.05577783945326113,
+      "max_bound_utilization": 1.296421132566556e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 1.6098842024803163e-08
+    },
+    "state": {
+      "elements": 2000,
+      "max_abs_error": 0.00011394801103392638,
+      "max_error_bound": 1.705642237252246,
+      "max_bound_utilization": 7.991641296608152e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 2.8430392833715637e-05
+    },
+    "inhibition": {
+      "elements": 4064000,
+      "max_abs_error": 4.59826007581654e-06,
+      "max_error_bound": 0.075777598045684,
+      "max_bound_utilization": 8.87417463658191e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.2585649021245546e-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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