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": 31592,
+  "groups": {
+    "design_ALPN": {
+      "actual_spikes": 578,
+      "input_supported_spikes": 537,
+      "first_actual_spike_tick": 0,
+      "first_nonzero_drive_tick": 0,
+      "cumulative_drive_by_apl": [
+        129.90617621317506,
+        180.7731745392084
+      ],
+      "cumulative_state_by_apl": [
+        20488.276936010396,
+        29132.397784849185
+      ],
+      "h_sum_mV": 1154684.2972308195,
+      "h_before_first_KC_sum_mV": 576.0191971789633,
+      "h_never_fired_KC_sum_mV": 1140281.4904316776,
+      "h_before_first_any_KC_sum_mV": 13880.373065119022,
+      "generated_h_fraction": 0.20210660342630607,
+      "drive_fraction": 0.20234504007947227
+    },
+    "non_design_ALPN": {
+      "actual_spikes": 4843,
+      "input_supported_spikes": 2560,
+      "first_actual_spike_tick": 43,
+      "first_nonzero_drive_tick": 43,
+      "cumulative_drive_by_apl": [
+        553.9992006868124,
+        605.4904575645924
+      ],
+      "cumulative_state_by_apl": [
+        86463.5883090104,
+        97312.86976690732
+      ],
+      "h_sum_mV": 4263735.004519967,
+      "h_before_first_KC_sum_mV": 1517.7527328730878,
+      "h_never_fired_KC_sum_mV": 4208533.163190463,
+      "h_before_first_any_KC_sum_mV": 15690.804341739115,
+      "generated_h_fraction": 0.7462897016439795,
+      "drive_fraction": 0.7551740429559726
+    },
+    "KC": {
+      "actual_spikes": 62,
+      "input_supported_spikes": 62,
+      "first_actual_spike_tick": 111,
+      "first_nonzero_drive_tick": 111,
+      "cumulative_drive_by_apl": [
+        41.86559319496155,
+        23.35934978723526
+      ],
+      "cumulative_state_by_apl": [
+        8205.60495202306,
+        4615.169841727275
+      ],
+      "h_sum_mV": 294824.4896716486,
+      "h_before_first_KC_sum_mV": 193.95315629649517,
+      "h_never_fired_KC_sum_mV": 290591.57016991416,
+      "h_before_first_any_KC_sum_mV": 0.0,
+      "generated_h_fraction": 0.05160369492971447,
+      "drive_fraction": 0.04248091696455515
+    }
+  },
+  "group_order": [
+    "design_ALPN",
+    "non_design_ALPN",
+    "KC"
+  ],
+  "input_support_partition_exact": true,
+  "unknown_nonzero_input_columns": 0,
+  "source_population_counts": {
+    "design_ALPN": 55,
+    "non_design_ALPN": 631,
+    "KC": 4064
+  },
+  "input_supported_population_counts": {
+    "design_ALPN": 51,
+    "non_design_ALPN": 231,
+    "KC": 4063
+  },
+  "first_any_KC_spike_tick": 111,
+  "ever_fired_KC": 59,
+  "never_fired_KC": 4005,
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "comparison": {
+    "drive": {
+      "elements": 2000,
+      "max_abs_error": 4.6938657760620117e-07,
+      "max_error_bound": 0.05517155861564643,
+      "max_bound_utilization": 1.2469712251132226e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 1.767091453075409e-08
+    },
+    "state": {
+      "elements": 2000,
+      "max_abs_error": 9.550048361006702e-05,
+      "max_error_bound": 1.7335168633892237,
+      "max_bound_utilization": 6.196411637010754e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 2.310572789613666e-05
+    },
+    "inhibition": {
+      "elements": 4064000,
+      "max_abs_error": 3.782423138254387e-06,
+      "max_error_bound": 0.07730375414955772,
+      "max_bound_utilization": 7.064349206546357e-05,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 2.6508814476930766e-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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