Upload folder using huggingface_hub

20260517_165922/nas_best.json

@@ -0,0 +1,154 @@
+{
+  "_meta": {
+    "name": "nas_best_t002",
+    "version": "NxonArchNAS v0.4 (v162)",
+    "description": "Architecture found by NAS \u2014 trial 2, fitness 6.8494. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 1,
+    "trial_id": 2,
+    "fitness": 6.8494038815666896,
+    "saved_at": "2026-05-17T18:45:00",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 13.010591334933011,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 4.464804848598631,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 24.862702189596735,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 19,
+    "circadian_cycle_ticks": 332,
+    "idle_explore_seconds": 1.990289870703219,
+    "explore_probability": 0.23356276852957036,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 16,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.2703494361066987,
+    "afferent_synapse_strength": 0.6794263262538567,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.6739408372556634,
+    "firing_threshold_inhibitory": -0.55,
+    "spontaneous_firing_rate": 0.024094772943053604,
+    "intrinsic_timescale_default": 23.794113955817473,
+    "resting_potential_decay": 0.15315663601353516,
+    "sensorimotor_coupling": 1.4976937784768318,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": true,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 2,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.26488016649805246,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.0859893311408328,
+    "cryst_capacity": 2.494651555978322,
+    "free_energy_beta": 0.535163966314455
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.004423850642103479,
+    "plasticity_threshold": 0.5245472536652602,
+    "adaptation_tau_ticks": 33.38343960894162,
+    "adaptation_target_excitatory_multiplier": 1.5,
+    "adaptation_target_inhibitory_multiplier": 1.0,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.10254832170458705,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 0.493515834889631
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.8645237551368081,
+      1.5236066003166662
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 1.2227305547860885,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.02399730025836754,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.10846255775452253,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260517_165922/nas_top1.json

@@ -0,0 +1,154 @@
+{
+  "_meta": {
+    "name": "nas_best_t002",
+    "version": "NxonArchNAS v0.4 (v162)",
+    "description": "Architecture found by NAS \u2014 trial 2, fitness 6.8494. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 1,
+    "trial_id": 2,
+    "fitness": 6.8494038815666896,
+    "saved_at": "2026-05-17T21:41:09",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 13.010591334933011,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 4.464804848598631,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 24.862702189596735,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 19,
+    "circadian_cycle_ticks": 332,
+    "idle_explore_seconds": 1.990289870703219,
+    "explore_probability": 0.23356276852957036,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 16,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.2703494361066987,
+    "afferent_synapse_strength": 0.6794263262538567,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.6739408372556634,
+    "firing_threshold_inhibitory": -0.55,
+    "spontaneous_firing_rate": 0.024094772943053604,
+    "intrinsic_timescale_default": 23.794113955817473,
+    "resting_potential_decay": 0.15315663601353516,
+    "sensorimotor_coupling": 1.4976937784768318,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": true,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 2,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.26488016649805246,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.0859893311408328,
+    "cryst_capacity": 2.494651555978322,
+    "free_energy_beta": 0.535163966314455
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.004423850642103479,
+    "plasticity_threshold": 0.5245472536652602,
+    "adaptation_tau_ticks": 33.38343960894162,
+    "adaptation_target_excitatory_multiplier": 1.5,
+    "adaptation_target_inhibitory_multiplier": 1.0,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.10254832170458705,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 0.493515834889631
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.8645237551368081,
+      1.5236066003166662
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 1.2227305547860885,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.02399730025836754,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.10846255775452253,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260517_165922/nas_top2.json

@@ -0,0 +1,154 @@
+{
+  "_meta": {
+    "name": "nas_best_t011",
+    "version": "NxonArchNAS v0.4 (v162)",
+    "description": "Architecture found by NAS \u2014 trial 11, fitness 6.8101. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 2,
+    "trial_id": 11,
+    "fitness": 6.810118998839366,
+    "saved_at": "2026-05-17T21:41:09",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 14.725527986445789,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 4.5725390800048995,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 9.230550604475479,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 19,
+    "circadian_cycle_ticks": 371,
+    "idle_explore_seconds": 0.724885534320959,
+    "explore_probability": 0.3969571707186239,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 14,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.2553438387248257,
+    "afferent_synapse_strength": 1.211286810633645,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.6038554355080791,
+    "firing_threshold_inhibitory": -0.55,
+    "spontaneous_firing_rate": 0.051860806896196036,
+    "intrinsic_timescale_default": 15.285297100716956,
+    "resting_potential_decay": 0.10690013377990898,
+    "sensorimotor_coupling": 2.631115234726681,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": true,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 2,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.5805897337387078,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.3091816516118238,
+    "cryst_capacity": 2.46847169863318,
+    "free_energy_beta": 0.49659783284986175
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.04742143502257988,
+    "plasticity_threshold": 0.3153028789413051,
+    "adaptation_tau_ticks": 23.82748446719201,
+    "adaptation_target_excitatory_multiplier": 1.5,
+    "adaptation_target_inhibitory_multiplier": 1.0,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.16931425099754893,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 0.8995047329111996
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.6665275710758036,
+      1.0744125935422772
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 3.4884601236397783,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.07798805228498781,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.12484641306101352,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260517_165922/nas_top3.json

@@ -0,0 +1,154 @@
+{
+  "_meta": {
+    "name": "nas_best_t006",
+    "version": "NxonArchNAS v0.4 (v162)",
+    "description": "Architecture found by NAS \u2014 trial 6, fitness 6.7970. Plug-and-play compatible with architectures/default.json: drop this file into architectures/ or load with NEURAXON_ARCH=path/to/this.json python main.py",
+    "source": "NxonArchNAS",
+    "rank": 3,
+    "trial_id": 6,
+    "fitness": 6.797011478729191,
+    "saved_at": "2026-05-17T21:41:09",
+    "notes": [
+      "Sections inherited from default.json:  healthy_bands (unchanged target ranges)",
+      "Sections overridden by NAS:  biology, neural, operating_ranges, genetic_lottery",
+      "Load with NEURAXON_ARCH=path/to/this.json python main.py"
+    ]
+  },
+  "biology": {
+    "_doc": "Game-world / bio-inspired dynamics. Independent of neural architecture \u2014 change these to study survival pressure without touching the brain.",
+    "metabolic_ramp_per_sec": 13.651417415058923,
+    "_doc_metabolic_ramp_per_sec": "Multiplier added to food drain and metabolic_rate per second of idle. With 1s idle \u2192 factor (1 + 10*1) = 11\u00d7. Capped by max_atrophy.",
+    "max_atrophy": 12.307998896632935,
+    "_doc_max_atrophy": "Hard cap on the atrophy multiplier (v151 fix). 5.0 = max 5\u00d7 normal drain even after extended idle.",
+    "metabolic_rate_abs_cap_multiple": 13.681989676729808,
+    "_doc_metabolic_rate_abs_cap_multiple": "Absolute ceiling on the per-NxEr metabolic_rate, expressed as a multiple of the initial value (v153 F-1).",
+    "start_food_default": 25.0,
+    "food_respawn_default": 400,
+    "food_sources_default": 50,
+    "_doc_food": "Defaults if the user doesn't change them via the menu sliders. The menu still overrides at startup.",
+    "mate_cooldown_seconds": 8,
+    "circadian_cycle_ticks": 732,
+    "idle_explore_seconds": 0.7214981587116389,
+    "explore_probability": 0.5217714523462067,
+    "_doc_idle_explore": "v152 idle-exploration safety net. If an NxEr has been idle \u2265 idle_explore_seconds, with explore_probability per tick, override motor output with a random direction."
+  },
+  "neural": {
+    "_doc": "Network architecture (topology + per-neuron parameters). Change these to test different brain configurations.",
+    "num_input_neurons": 10,
+    "num_output_neurons": 7,
+    "num_hidden_neurons_default": 11,
+    "_doc_neuron_counts": "Inputs: 10 sensory channels (movement, encounter, terrain, hunger, sight, smell, daynight, temp, proprio, song). Outputs: 7 motor (MoveX, MoveY, Social, MateIntent, GiveFood, Resting, Sing).",
+    "connection_probability": 0.23356354340008215,
+    "afferent_synapse_strength": 0.8997677374585207,
+    "proprioceptive_afferent_gain": 1.8,
+    "sensory_input_gain": 0.9,
+    "firing_threshold_excitatory": 0.6769796797828038,
+    "firing_threshold_inhibitory": -0.55,
+    "spontaneous_firing_rate": 0.01708254562697823,
+    "intrinsic_timescale_default": 26.94968030476027,
+    "resting_potential_decay": 0.237581328112462,
+    "sensorimotor_coupling": 0.1517649885746437,
+    "_doc_sensorimotor_coupling": "v164 \u2014 multiplier on input\u2192output direct-edge probability. 0.0 = pre-v164 (uniform random links). 1.0 = 2x more sensory\u2192motor connections. 3.0 = 4x. The fitness component sensory_motor_corr was stuck near zero in 1425 v163 trials because there was no architectural bias for sensory pathways. Boost this and plasticity will amplify the correlations.",
+    "symmetric_stdp": false,
+    "_doc_symmetric_stdp": "v169 (v4.77) \u2014 opt-in for MultiNeuraxon2 Bug #3 fix. False (default) preserves v161-v168 asymmetric STDP where state==-1 is invisible to plasticity (only +1-driven correlations strengthen synapses). True enables signed STDP traces + symmetric (-1,-1) \u2192 LTP and (-1,+1) \u2192 LTD branches. Hypothesised to address the input saturation root cause we worked around with sm_corr_peak in v165. NAS will A/B test it.",
+    "refractory_period_ticks": 1,
+    "_doc_refractory_period_ticks": "v171 (v4.79) \u2014 number of ticks a neuron is FORCED to state=0 after each firing event (0\u2192\u00b11 transition). 0 = no refractory (v161-v170 behaviour). The v170 @2400s membrane diagnostics showed only 0.6% of samples at state=0 \u2014 the network had become a bistable +1/-1 oscillator with no rest band. The paper's trinary firing model REQUIRES a meaningful 0 state. This parameter restores it. NAS searches 0-12 ticks; biologically realistic values are 1-5 (~ 1-5 game ticks at 10Hz). The membrane potential continues to evolve during refractory so the neuron can fire again immediately after the buffer expires.",
+    "post_spike_mp_reset": 0.9263669830081276,
+    "_doc_post_spike_mp_reset": "v172 (v4.80) \u2014 after-hyperpolarization (AHP). Fraction by which membrane_potential is pulled toward 0 after each firing event (0\u2192\u00b11). 0.0 = no reset (v171 behaviour). 1.0 = full reset to mp=0. Combined with refractory_period_ticks, restores the paper's intended trinary dynamics: refractory holds state=0 for N ticks while mp drops back to rest band, then state stays at 0 NATURALLY until inputs push mp past threshold again (rather than immediately re-firing). v171 found refract=1 alone only achieved 0.3% state=0 because mp stayed saturated past threshold; this parameter fixes that by snapping mp back to the rest band. NAS searches 0.0-1.0.",
+    "_doc_thresholds": "Membrane firing thresholds (above which trinary_state = +1, below -threshold = -1). The membrane potential is a low-pass filter with intrinsic_timescale ticks. resting_potential_decay multiplies mp by (1-this) each tick before the membrane equation update.",
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 2.707328596531646,
+    "cryst_capacity": 0.8292742428030537,
+    "free_energy_beta": 0.3036641431974249
+  },
+  "operating_ranges": {
+    "_doc": "Plasticity / adaptation / brake tunables. Change these to test different learning dynamics.",
+    "learning_rate": 0.030722440937841676,
+    "plasticity_threshold": 0.3665244442415656,
+    "adaptation_tau_ticks": 18.549891967967266,
+    "adaptation_target_excitatory_multiplier": 1.5,
+    "adaptation_target_inhibitory_multiplier": 1.0,
+    "_doc_adaptation": "v149: adapt builds toward 0.55 \u00d7 multiplier when firing. Tau=20 ticks. Excitatory uses 1.5\u00d7 to bias the brake against +1 dominance.",
+    "autoreceptor_coefficient": 0.1471282250901437,
+    "autoreceptor_tau_ticks": 150.0,
+    "autoreceptor_rate_coeff": 0.35,
+    "_doc_autoreceptor": "Per-neuron autoreceptor that subtracts from theta1_eff (v154 sign back to v152 form \u2014 see CHANGELOG_v154 for context).",
+    "sensory_boost_function": "tanh",
+    "sensory_boost_scale": 1.0,
+    "_doc_sensory_boost": "v152 saturating cap: boosted_external = scale * tanh(scale * external_input). Asymptote = scale. 1.0 keeps strong inputs near threshold; lowering compresses further.",
+    "plasticity_brake_threshold": 0.5,
+    "plasticity_brake_slope": 1.8,
+    "plasticity_brake_floor": 0.1,
+    "_doc_plasticity_brake": "v152: when input_saturation_fraction > brake_threshold, learning_rate_mod is multiplied by max(floor, 1 - slope*(sat-threshold)).",
+    "fitness_g_weight": 0.39042175758781317
+  },
+  "genetic_lottery": {
+    "_doc": "v162 \u2014 per-NxEr trait variation at birth. Each NxEr samples its own value from these ranges, creating the genetic diversity that selection acts on (the missing ingredient that kept M10 heritability at 0 across all 743 v161 NAS trials). Inheritance + mutation at mating carries traits across generations.",
+    "metabolic_rate_multiplier_range": [
+      0.9242813257457667,
+      1.481821146236767
+    ],
+    "_doc_metabolic_rate_multiplier_range": "At birth each NxEr samples a multiplier uniformly from this range and applies it to its base metabolic_rate. [0.85, 1.15] means \u00b115% variation. Wider = more diversity but also more individuals at survival extremes.",
+    "intrinsic_timescale_jitter": 2.2819938315753623,
+    "_doc_intrinsic_timescale_jitter": "At birth each NxEr adds a uniform random value in [-jitter, +jitter] to intrinsic_timescale_default. 0.0 = no per-NxEr variation (all neurons in all NxErs have same timescale).",
+    "firing_threshold_jitter": 0.10448872554002438,
+    "_doc_firing_threshold_jitter": "Same idea for firing_threshold_excitatory / inhibitory. 0.04 = \u00b10.04 around the architecture default of 0.55. 0.0 = no per-NxEr variation.",
+    "mutation_strength": 0.11496569126401059,
+    "_doc_mutation_strength": "When offspring inherit a genetic trait from a parent, the value is perturbed by \u00b1mutation_strength \u00d7 (parent_value). 0.05 = 5% perturbation. 0 = exact copy."
+  },
+  "healthy_bands": {
+    "_doc": "Target ranges shown on the dashboard. NxErs operating in these bands are coloured green.",
+    "M1_excitatory_fraction": [
+      0.18,
+      0.28
+    ],
+    "M2_mean_gate": [
+      0.4,
+      0.85
+    ],
+    "M3_pac_modulation_idx": [
+      0.005,
+      0.1
+    ],
+    "M5_branching_ratio": [
+      0.92,
+      1.1
+    ],
+    "M6_spontaneous_fraction": [
+      0.1,
+      0.45
+    ],
+    "M7_zero_input_mi_ratio": [
+      0.4,
+      1.2
+    ],
+    "M9_transfer_ratio": [
+      0.85,
+      1.3
+    ],
+    "M10_heritability_r": [
+      0.2,
+      1.0
+    ],
+    "sensory_motor_corr": [
+      0.2,
+      1.0
+    ],
+    "pop_mean_idle_seconds": [
+      0.0,
+      1.5
+    ],
+    "input_saturation_fraction": [
+      0.0,
+      0.3
+    ],
+    "input_locked_fraction": [
+      0.0,
+      0.2
+    ],
+    "exploration_trigger_rate": [
+      0.01,
+      0.4
+    ]
+  }
+}

20260517_165922/trial_000/nxon2_430391171__LifespanLog.txt

@@ -0,0 +1,44 @@
+# Neuraxon Game of Life v4.92 — Per-NxEr lifespan log
+# game_id=nxon2_430391171
+# deaths=1  survivors_listed=36
+# founders_at_start=30
+# founders_still_alive_at_export=29
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+2	1	1825	1824	1	DIED
+0	1	-1	1979	1	ALIVE
+1	1	-1	1979	1	ALIVE
+3	1	-1	1979	1	ALIVE
+4	1	-1	1979	1	ALIVE
+5	1	-1	1979	1	ALIVE
+6	1	-1	1979	1	ALIVE
+7	1	-1	1979	1	ALIVE
+8	1	-1	1979	1	ALIVE
+9	1	-1	1979	1	ALIVE
+10	1	-1	1979	1	ALIVE
+11	1	-1	1979	1	ALIVE
+12	1	-1	1979	1	ALIVE
+13	1	-1	1979	1	ALIVE
+14	1	-1	1979	1	ALIVE
+15	1	-1	1979	1	ALIVE
+16	1	-1	1979	1	ALIVE
+17	1	-1	1979	1	ALIVE
+18	1	-1	1979	1	ALIVE
+19	1	-1	1979	1	ALIVE
+20	1	-1	1979	1	ALIVE
+21	1	-1	1979	1	ALIVE
+22	1	-1	1979	1	ALIVE
+23	1	-1	1979	1	ALIVE
+24	1	-1	1979	1	ALIVE
+25	1	-1	1979	1	ALIVE
+26	1	-1	1979	1	ALIVE
+27	1	-1	1979	1	ALIVE
+28	1	-1	1979	1	ALIVE
+29	1	-1	1979	1	ALIVE
+30	536	-1	1444	0	ALIVE
+31	545	-1	1435	0	ALIVE
+32	703	-1	1277	0	ALIVE
+33	901	-1	1079	0	ALIVE
+34	971	-1	1009	0	ALIVE
+35	1045	-1	935	0	ALIVE
+36	1434	-1	546	0	ALIVE

20260517_165922/trial_000/nxon2_430391171__MembraneDiag.txt

@@ -0,0 +1,347 @@
+# Neuraxon Game of Life v4.92 — Membrane diagnostics
+# game_id=nxon2_430391171
+# rows=342
+# sampled every 100 ticks, first 3 hidden + first 3 input neurons of first 3 alive NxErs each sample (v176 — layer column)
+tick	nxer_id	neuron_id	layer	mp	adapt	autoreceptor	trinary_state	firing_rate_avg	state_streak	energy_level
+100	0	6	hidden	-0.310510	0.158376	0.028065	0	0.171527	2	122.289985
+100	0	7	hidden	-0.321406	0.141358	0.029512	0	0.176428	2	131.847642
+100	0	8	hidden	0.955232	0.112391	0.025025	0	0.161057	3	127.912840
+100	0	0	input	-0.359332	0.110564	0.030840	0	0.180435	4	110.053154
+100	0	1	input	-0.517601	0.131626	0.027710	0	0.169560	1	155.825547
+100	0	2	input	-0.152494	0.108773	0.024065	1	0.165560	1	122.143535
+100	1	6	hidden	0.511437	0.113473	0.028044	0	0.130741	3	64.516952
+100	1	7	hidden	0.263961	0.131003	0.031594	0	0.144208	2	70.005379
+100	1	8	hidden	0.860029	0.158539	0.032789	0	0.147664	1	73.935689
+100	1	0	input	0.816577	0.147361	0.036033	0	0.159327	1	35.207767
+100	1	1	input	0.456715	0.125140	0.029372	1	0.144931	1	83.600621
+100	1	2	input	-1.100737	0.130617	0.033250	0	0.149906	4	62.945815
+100	2	6	hidden	0.267020	0.095894	0.025677	0	0.139661	2	73.901897
+100	2	7	hidden	-0.314589	0.112865	0.023042	0	0.128482	5	111.869462
+100	2	8	hidden	0.171784	0.103773	0.022397	0	0.127634	1	103.987974
+100	2	0	input	-0.426229	0.143744	0.034588	0	0.173006	2	57.352083
+100	2	1	input	0.837425	0.099058	0.025146	0	0.136641	3	51.654707
+100	2	2	input	-0.636326	0.102849	0.022594	0	0.128669	5	97.965800
+200	0	6	hidden	-0.443551	0.174034	0.053997	0	0.209580	2	74.251391
+200	0	7	hidden	0.311617	0.178560	0.054721	0	0.211547	1	100.386019
+200	0	8	hidden	-0.454150	0.174014	0.051925	-1	0.212892	1	83.996509
+200	0	0	input	0.396697	0.144675	0.053371	0	0.204584	1	82.273383
+200	0	1	input	-1.358813	0.156682	0.053608	0	0.207834	2	151.625557
+200	0	2	input	-0.210233	0.134111	0.050944	1	0.208399	1	113.803362
+200	1	6	hidden	0.219002	0.164751	0.055240	0	0.198255	3	4.584688
+200	1	7	hidden	-0.701689	0.130966	0.055223	0	0.196261	4	10.525722
+200	1	8	hidden	0.564846	0.134690	0.054038	1	0.200661	1	13.128814
+200	1	0	input	-1.123431	0.146795	0.054241	0	0.189951	4	8.409226
+200	1	1	input	-0.012539	0.124051	0.053559	1	0.199883	1	24.334867
+200	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+200	2	6	hidden	-0.957217	0.139041	0.048989	0	0.183230	2	7.134377
+200	2	7	hidden	-0.049986	0.139124	0.049081	1	0.193820	1	44.280998
+200	2	8	hidden	0.145204	0.152654	0.049109	0	0.185517	3	11.343519
+200	2	0	input	-0.821388	0.133436	0.051944	0	0.189605	3	7.325180
+200	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+200	2	2	input	-0.525315	0.135320	0.048725	-1	0.193356	1	40.051734
+300	0	6	hidden	-0.449645	0.124443	0.061380	0	0.200187	2	39.883498
+300	0	7	hidden	0.450170	0.194551	0.066342	0	0.220006	1	73.085396
+300	0	8	hidden	-0.266405	0.134001	0.058544	1	0.201105	1	62.446972
+300	0	0	input	-0.288498	0.115730	0.057799	-1	0.196539	1	67.021958
+300	0	1	input	-0.231142	0.125175	0.064930	1	0.223807	1	147.878420
+300	0	2	input	-0.331952	0.154721	0.063432	0	0.209940	3	112.644231
+300	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+300	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+300	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+300	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+300	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+300	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+300	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+300	2	7	hidden	1.052339	0.163552	0.063694	0	0.208084	3	9.515960
+300	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+300	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+300	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+300	2	2	input	-0.642500	0.128019	0.063586	0	0.208266	2	11.168355
+400	0	6	hidden	-0.909504	0.109049	0.061693	0	0.183638	2	22.375626
+400	0	7	hidden	-0.588840	0.117823	0.069744	0	0.211948	4	49.951837
+400	0	8	hidden	0.690303	0.121446	0.066901	0	0.204730	5	31.194765
+400	0	0	input	-0.898467	0.158552	0.067359	0	0.207795	3	42.753407
+400	0	1	input	0.352670	0.095461	0.066675	0	0.199970	3	156.613599
+400	0	2	input	0.868644	0.170997	0.069898	0	0.214281	2	108.241040
+400	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+400	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+400	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+400	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+400	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+400	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+400	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+400	2	7	hidden	-0.333335	0.150912	0.062391	0	0.186892	1	14.677029
+400	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+400	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+400	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+400	2	2	input	0.160121	0.144600	0.066318	0	0.199699	3	13.483019
+500	0	6	hidden	0.441401	0.113930	0.063602	0	0.184309	3	15.168070
+500	0	7	hidden	0.630925	0.138189	0.068024	0	0.196207	1	34.979352
+500	0	8	hidden	-0.392474	0.115428	0.066534	0	0.193294	5	21.700301
+500	0	0	input	-0.995769	0.122053	0.068379	0	0.200282	3	25.117459
+500	0	1	input	-1.250973	0.109586	0.070075	0	0.205292	3	159.118930
+500	0	2	input	0.667558	0.122216	0.069407	0	0.200999	4	111.506362
+500	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+500	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+500	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+500	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+500	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+500	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+500	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+500	2	7	hidden	0.973461	0.121548	0.054620	0	0.152553	2	26.724135
+500	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+500	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+500	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+500	2	2	input	-0.555175	0.149901	0.062171	0	0.178605	1	17.679855
+600	0	6	hidden	-0.369970	0.104213	0.060466	0	0.171007	5	17.949224
+600	0	7	hidden	0.535613	0.172831	0.066654	0	0.190972	1	24.724810
+600	0	8	hidden	-0.738666	0.110097	0.067039	0	0.192746	4	18.034137
+600	0	0	input	0.575068	0.093284	0.067075	1	0.200412	1	19.554776
+600	0	1	input	-1.388709	0.095537	0.066413	0	0.187043	4	171.663234
+600	0	2	input	-0.852401	0.150736	0.073180	0	0.212180	2	107.043808
+600	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+600	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+600	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+600	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+600	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+600	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+600	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+600	2	7	hidden	0.006354	0.110576	0.052693	1	0.155470	1	22.915317
+600	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+600	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+600	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+600	2	2	input	-0.059953	0.065059	0.056566	1	0.165435	1	23.801328
+700	0	6	hidden	-0.442563	0.123622	0.058954	0	0.166652	2	18.211014
+700	0	7	hidden	0.824229	0.127003	0.065271	0	0.185149	2	23.387248
+700	0	8	hidden	0.102451	0.154580	0.068756	0	0.197692	3	15.589197
+700	0	0	input	0.388851	0.141762	0.071565	0	0.205933	3	16.419635
+700	0	1	input	-1.054495	0.115277	0.068547	-1	0.206117	1	174.621470
+700	0	2	input	-0.417529	0.139918	0.073491	0	0.210342	2	106.475359
+700	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+700	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+700	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+700	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+700	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+700	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+700	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+700	2	7	hidden	0.325438	0.064111	0.044221	0	0.115131	8	46.504328
+700	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+700	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+700	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+700	2	2	input	0.116231	0.082302	0.051978	1	0.150740	1	26.536840
+800	0	6	hidden	0.545951	0.098720	0.056152	1	0.166917	1	17.623556
+800	0	7	hidden	0.788158	0.152429	0.066711	0	0.191472	1	20.302745
+800	0	8	hidden	-0.366027	0.128231	0.068258	0	0.195088	3	16.303855
+800	0	0	input	0.507894	0.104937	0.068843	1	0.203098	1	17.671086
+800	0	1	input	0.344435	0.120330	0.073855	0	0.213554	3	173.315732
+800	0	2	input	0.231799	0.172371	0.072162	0	0.204745	2	109.761038
+800	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+800	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+800	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+800	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+800	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+800	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+800	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+800	2	7	hidden	-0.082518	0.076360	0.042712	0	0.115010	8	50.991111
+800	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+800	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+800	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+800	2	2	input	0.273496	0.042616	0.043027	1	0.120485	1	45.367223
+900	0	6	hidden	0.145347	0.093986	0.059136	-1	0.178594	1	13.112871
+900	0	7	hidden	-0.711422	0.123432	0.065616	0	0.186930	3	21.977758
+900	0	8	hidden	0.328433	0.142781	0.068978	0	0.196395	1	16.661490
+900	0	0	input	-0.808866	0.152888	0.072399	0	0.206593	2	16.162719
+900	0	1	input	-0.842321	0.151815	0.077100	0	0.222796	1	169.109465
+900	0	2	input	0.051000	0.137801	0.072715	-1	0.216232	1	105.898392
+900	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+900	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+900	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+900	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+900	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+900	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+900	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+900	2	7	hidden	0.671432	0.094279	0.045760	0	0.129629	8	42.136176
+900	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+900	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+900	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+900	2	2	input	-0.030660	0.145383	0.049318	0	0.140868	2	33.376917
+1000	0	6	hidden	-0.209598	0.087878	0.059908	0	0.170059	5	17.594517
+1000	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1000	0	8	hidden	-0.531726	0.110338	0.066274	-1	0.195040	1	17.185833
+1000	0	0	input	-0.618899	0.099140	0.070201	0	0.196925	5	19.996974
+1000	0	1	input	0.217782	0.107576	0.073116	-1	0.214695	1	172.504396
+1000	0	2	input	0.550948	0.131695	0.074122	1	0.221099	1	102.878885
+1000	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1000	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1000	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1000	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1000	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1000	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1000	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1000	2	7	hidden	0.746831	0.031131	0.037814	0	0.098417	25	66.589561
+1000	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1000	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1000	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1000	2	2	input	0.554382	0.168971	0.050507	0	0.147033	1	28.129678
+1100	0	6	hidden	-0.748073	0.081316	0.060339	0	0.171046	9	17.556453
+1100	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1100	0	8	hidden	-0.769507	0.101433	0.065590	0	0.182802	4	21.993479
+1100	0	0	input	-1.783605	0.120846	0.071008	0	0.200678	3	18.132156
+1100	0	1	input	0.366275	0.104100	0.068983	0	0.188414	7	182.646508
+1100	0	2	input	-0.906650	0.163792	0.076237	0	0.219325	1	101.827756
+1100	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1100	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1100	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1100	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1100	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1100	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1100	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1100	2	7	hidden	0.479633	0.058755	0.033731	0	0.087139	3	91.083988
+1100	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1100	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1100	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1100	2	2	input	0.712365	0.088808	0.039843	0	0.105836	4	58.645737
+1200	0	6	hidden	0.830716	0.126767	0.055064	0	0.151947	2	23.880091
+1200	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1200	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1200	0	0	input	0.131849	0.130425	0.071071	0	0.202210	2	16.771949
+1200	0	1	input	-0.913176	0.086760	0.061916	0	0.165259	8	201.854071
+1200	0	2	input	0.765446	0.100422	0.073090	0	0.204879	8	105.093494
+1200	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1200	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1200	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1200	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1200	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1200	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1200	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1200	2	7	hidden	0.141186	0.032076	0.032552	1	0.097332	1	109.908499
+1200	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1200	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1200	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1200	2	2	input	0.247062	0.057607	0.036343	0	0.095416	6	77.146592
+1300	0	6	hidden	0.516356	0.075448	0.047430	0	0.126828	4	32.189133
+1300	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1300	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1300	0	0	input	0.362145	0.092284	0.068644	0	0.192046	5	21.230671
+1300	0	1	input	0.760874	0.137165	0.051441	0	0.134920	2	204.770530
+1300	0	2	input	-0.929953	0.076310	0.059326	0	0.154572	6	135.376699
+1300	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1300	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1300	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1300	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1300	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1300	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1300	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1300	2	7	hidden	-0.545848	0.105946	0.030544	0	0.083717	2	146.724574
+1300	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1300	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1300	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1300	2	2	input	-0.139365	0.118380	0.032669	0	0.087618	1	107.579831
+1400	0	6	hidden	-0.512703	0.016633	0.032748	-1	0.086850	1	62.350274
+1400	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1400	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1400	0	0	input	0.221385	0.124120	0.071537	0	0.204979	3	15.677500
+1400	0	1	input	0.030584	0.112453	0.045462	0	0.120204	2	204.765210
+1400	0	2	input	-0.305193	0.095846	0.043364	0	0.106184	3	147.629709
+1400	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1400	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1400	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1400	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1400	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1400	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1400	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1400	2	7	hidden	-0.561108	0.053212	0.025712	0	0.067308	3	179.078487
+1400	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1400	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1400	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1400	2	2	input	-0.106356	0.115936	0.028407	0	0.077818	1	140.140601
+1500	0	6	hidden	-0.688691	0.057499	0.035886	0	0.092890	6	62.785400
+1500	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1500	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1500	0	0	input	-0.686024	0.060910	0.061662	0	0.165721	6	30.159043
+1500	0	1	input	0.165630	0.103669	0.044253	0	0.121814	4	205.928584
+1500	0	2	input	-0.296028	0.090114	0.049788	0	0.140746	7	149.554693
+1500	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1500	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1500	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1500	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1500	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1500	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1500	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1500	2	7	hidden	0.372417	0.059163	0.030688	0	0.089462	13	174.752142
+1500	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1500	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1500	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1500	2	2	input	0.966159	0.081560	0.028421	0	0.079972	5	145.813648
+1600	0	6	hidden	-0.688691	0.057499	0.035886	0	0.092890	6	62.785400
+1600	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1600	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1600	0	0	input	-0.094564	0.100599	0.062166	0	0.172949	2	25.265148
+1600	0	1	input	1.052927	0.105618	0.041705	0	0.115035	1	204.035309
+1600	0	2	input	0.841981	0.079654	0.048301	0	0.136131	7	149.554693
+1600	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1600	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1600	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1600	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1600	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1600	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1600	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1600	2	7	hidden	0.775719	0.037262	0.027677	0	0.076520	18	182.370483
+1600	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1600	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1600	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1600	2	2	input	-0.282216	0.089147	0.033502	0	0.099157	3	144.250852
+1700	0	6	hidden	-0.688691	0.057499	0.035886	0	0.092890	6	62.785400
+1700	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1700	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1700	0	0	input	-1.521086	0.123451	0.061637	0	0.174570	1	23.443176
+1700	0	1	input	0.280171	0.067027	0.037770	0	0.101137	5	205.928584
+1700	0	2	input	0.393199	0.081170	0.047658	0	0.135257	1	147.309827
+1700	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1700	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1700	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1700	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1700	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1700	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1700	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1700	2	7	hidden	-0.744329	0.086485	0.037221	0	0.111236	10	172.635210
+1700	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1700	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1700	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1700	2	2	input	0.964695	0.092075	0.034717	0	0.101733	8	144.829355
+1800	0	6	hidden	-0.688691	0.057499	0.035886	0	0.092890	6	62.785400
+1800	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1800	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1800	0	0	input	-0.046275	0.111907	0.061616	-1	0.186198	1	19.205221
+1800	0	1	input	-0.176442	0.120959	0.039099	0	0.111494	3	205.494133
+1800	0	2	input	0.142473	0.094673	0.047942	0	0.138418	3	148.914745
+1800	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1800	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1800	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1800	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1800	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1800	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1800	2	6	hidden	0.063233	0.116099	0.051968	-1	0.192795	1	0.000000
+1800	2	7	hidden	0.738534	0.038907	0.035076	1	0.107558	1	177.549404
+1800	2	8	hidden	0.497997	0.132762	0.050802	1	0.195635	1	0.000000
+1800	2	0	input	0.255134	0.115931	0.053921	1	0.191268	1	0.000000
+1800	2	1	input	-0.121854	0.126135	0.042759	-1	0.178970	1	0.000000
+1800	2	2	input	1.088168	0.086120	0.032937	0	0.092775	2	143.466622
+1900	0	6	hidden	-0.688691	0.057499	0.035886	0	0.092890	6	62.785400
+1900	0	7	hidden	0.922747	0.106543	0.065568	0	0.186456	3	22.425356
+1900	0	8	hidden	-0.884747	0.089815	0.064847	0	0.179822	6	23.272101
+1900	0	0	input	0.186506	0.100019	0.065041	0	0.186786	4	21.163233
+1900	0	1	input	1.083332	0.156751	0.043104	0	0.127492	2	204.785624
+1900	0	2	input	-0.388759	0.100479	0.052461	0	0.151418	1	147.321480
+1900	1	6	hidden	0.098988	0.154644	0.055349	-1	0.206183	1	0.000000
+1900	1	7	hidden	0.053434	0.144277	0.058440	-1	0.211374	1	0.000000
+1900	1	8	hidden	-0.165866	0.131519	0.060996	1	0.215102	1	0.000000
+1900	1	0	input	-0.443336	0.128146	0.058914	-1	0.205589	1	0.000000
+1900	1	1	input	-0.116813	0.140670	0.064028	-1	0.216812	1	0.000000
+1900	1	2	input	0.399722	0.157069	0.055885	1	0.207181	1	0.000000
+1900	3	6	hidden	1.035079	0.062228	0.042823	0	0.115527	8	109.311802
+1900	3	7	hidden	-0.239353	0.056310	0.049928	0	0.140348	10	121.902329
+1900	3	8	hidden	0.276867	0.096421	0.053974	0	0.157033	2	64.374647
+1900	3	0	input	-0.062005	0.118282	0.069989	0	0.203090	3	88.537780
+1900	3	1	input	0.959100	0.097214	0.051121	0	0.148834	2	191.048292
+1900	3	2	input	0.001596	0.065565	0.043040	0	0.120339	2	133.247649

20260517_165922/trial_000__arch.json

@@ -0,0 +1,50 @@
+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 0,
+    "sampled_at": "2026-05-17T16:59:23"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 12.23082877532614,
+    "max_atrophy": 1.8376451955060036,
+    "metabolic_rate_abs_cap_multiple": 22.301524555194202,
+    "idle_explore_seconds": 0.79106362392741,
+    "explore_probability": 0.6418827284984074,
+    "mate_cooldown_seconds": 16,
+    "circadian_cycle_ticks": 1058
+  },
+  "neural": {
+    "num_hidden_neurons_default": 23,
+    "connection_probability": 0.17608164978882485,
+    "afferent_synapse_strength": 1.1063061836223245,
+    "firing_threshold_excitatory": 0.40893916583142115,
+    "spontaneous_firing_rate": 0.009167192661639309,
+    "intrinsic_timescale_default": 19.117816338273972,
+    "resting_potential_decay": 0.10663399242096591,
+    "sensorimotor_coupling": 0.5965129520599455,
+    "symmetric_stdp": true,
+    "refractory_period_ticks": 3,
+    "post_spike_mp_reset": 0.4492090462838536,
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.0207515495539756,
+    "cryst_capacity": 0.8109589996235631,
+    "free_energy_beta": 1.9272622227515281
+  },
+  "operating_ranges": {
+    "learning_rate": 0.00489693023424257,
+    "plasticity_threshold": 0.6477201283171735,
+    "autoreceptor_coefficient": 0.20176147342595346,
+    "adaptation_tau_ticks": 16.386372655075604,
+    "fitness_g_weight": 0.33659454511262676
+  },
+  "healthy_bands": {},
+  "genetic_lottery": {
+    "intrinsic_timescale_jitter": 6.779954930779678,
+    "firing_threshold_jitter": 0.09055890470503365,
+    "mutation_strength": 0.12492667552566943,
+    "metabolic_rate_multiplier_range": [
+      0.6324610451830518,
+      1.1031940072584052
+    ]
+  }
+}

20260517_165922/trial_001/nxon2_024722855__LifespanLog.txt

@@ -0,0 +1,41 @@
+# Neuraxon Game of Life v4.92 — Per-NxEr lifespan log
+# game_id=nxon2_024722855
+# deaths=1  survivors_listed=33
+# founders_at_start=30
+# founders_still_alive_at_export=30
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+30	706	2690	1984	0	DIED
+0	1	-1	3022	1	ALIVE
+1	1	-1	3022	1	ALIVE
+2	1	-1	3022	1	ALIVE
+3	1	-1	3022	1	ALIVE
+4	1	-1	3022	1	ALIVE
+5	1	-1	3022	1	ALIVE
+6	1	-1	3022	1	ALIVE
+7	1	-1	3022	1	ALIVE
+8	1	-1	3022	1	ALIVE
+9	1	-1	3022	1	ALIVE
+10	1	-1	3022	1	ALIVE
+11	1	-1	3022	1	ALIVE
+12	1	-1	3022	1	ALIVE
+13	1	-1	3022	1	ALIVE
+14	1	-1	3022	1	ALIVE
+15	1	-1	3022	1	ALIVE
+16	1	-1	3022	1	ALIVE
+17	1	-1	3022	1	ALIVE
+18	1	-1	3022	1	ALIVE
+19	1	-1	3022	1	ALIVE
+20	1	-1	3022	1	ALIVE
+21	1	-1	3022	1	ALIVE
+22	1	-1	3022	1	ALIVE
+23	1	-1	3022	1	ALIVE
+24	1	-1	3022	1	ALIVE
+25	1	-1	3022	1	ALIVE
+26	1	-1	3022	1	ALIVE
+27	1	-1	3022	1	ALIVE
+28	1	-1	3022	1	ALIVE
+29	1	-1	3022	1	ALIVE
+31	2244	-1	779	0	ALIVE
+32	2774	-1	249	0	ALIVE
+33	2931	-1	92	0	ALIVE

20260517_165922/trial_001/nxon2_024722855__MembraneDiag.txt

@@ -0,0 +1,545 @@
+# Neuraxon Game of Life v4.92 — Membrane diagnostics
+# game_id=nxon2_024722855
+# rows=540
+# sampled every 100 ticks, first 3 hidden + first 3 input neurons of first 3 alive NxErs each sample (v176 — layer column)
+tick	nxer_id	neuron_id	layer	mp	adapt	autoreceptor	trinary_state	firing_rate_avg	state_streak	energy_level
+100	0	6	hidden	-0.604939	0.090781	0.018755	0	0.113013	2	105.028325
+100	0	7	hidden	0.173278	0.060550	0.013283	0	0.092427	5	117.929078
+100	0	8	hidden	0.253640	0.048775	0.014987	1	0.108497	1	123.194156
+100	0	0	input	0.032625	0.135462	0.024179	0	0.133704	1	92.795080
+100	0	1	input	-0.303830	0.071642	0.020226	0	0.118131	2	129.739907
+100	0	2	input	-0.696498	0.085521	0.023978	0	0.132563	2	87.699325
+100	1	6	hidden	0.228428	0.083605	0.019449	0	0.132290	6	111.875301
+100	1	7	hidden	0.658922	0.097828	0.021090	0	0.138356	1	104.908895
+100	1	8	hidden	0.008041	0.117990	0.023867	0	0.147416	3	115.172420
+100	1	0	input	-0.728062	0.080339	0.020675	-1	0.145912	1	86.366392
+100	1	1	input	0.143756	0.100158	0.022627	0	0.143654	2	103.919259
+100	1	2	input	0.013617	0.079860	0.019428	0	0.132199	4	105.626000
+100	2	6	hidden	-0.670442	0.079637	0.019039	-1	0.148003	1	84.804844
+100	2	7	hidden	0.605958	0.080142	0.017682	1	0.143642	1	99.411896
+100	2	8	hidden	0.741459	0.095251	0.021216	0	0.147030	1	84.441780
+100	2	0	input	0.086564	0.082534	0.020550	1	0.153238	1	56.061888
+100	2	1	input	0.868418	0.090798	0.022393	0	0.150319	3	94.288714
+100	2	2	input	-0.438704	0.099996	0.020667	0	0.143954	5	74.854321
+200	0	6	hidden	-0.808959	0.078473	0.029807	0	0.115422	6	114.907007
+200	0	7	hidden	-0.027156	0.108814	0.027458	0	0.110599	2	121.278366
+200	0	8	hidden	-0.342319	0.091129	0.029553	0	0.116296	4	124.319526
+200	0	0	input	0.093337	0.103359	0.033077	0	0.125724	4	102.063355
+200	0	1	input	-0.001151	0.089646	0.033027	0	0.127755	1	148.462430
+200	0	2	input	-1.395818	0.078755	0.034657	0	0.131401	3	93.278428
+200	1	6	hidden	-0.533387	0.110195	0.034074	0	0.137801	1	86.631928
+200	1	7	hidden	0.787573	0.080445	0.033054	0	0.132834	5	112.497700
+200	1	8	hidden	1.217020	0.096975	0.034298	0	0.135072	4	111.140620
+200	1	0	input	-0.726881	0.108854	0.034267	0	0.136907	3	75.688941
+200	1	1	input	0.312561	0.077943	0.033901	0	0.135131	5	100.286688
+200	1	2	input	-0.128992	0.096263	0.032309	0	0.131157	3	95.094340
+200	2	6	hidden	0.902541	0.109773	0.033783	0	0.139695	1	59.129806
+200	2	7	hidden	-1.146220	0.100699	0.032757	0	0.136203	4	76.296649
+200	2	8	hidden	0.658639	0.080316	0.032804	0	0.134276	7	62.100530
+200	2	0	input	0.475747	0.074953	0.032487	0	0.133114	5	20.573134
+200	2	1	input	-0.635395	0.078479	0.031725	1	0.139345	1	74.028636
+200	2	2	input	0.757872	0.094890	0.034550	0	0.141401	2	48.785979
+300	0	6	hidden	0.747541	0.120975	0.039354	0	0.131539	2	115.690891
+300	0	7	hidden	-0.361753	0.080804	0.036021	1	0.130800	1	116.319769
+300	0	8	hidden	0.641121	0.096524	0.037938	0	0.127805	1	121.962063
+300	0	0	input	0.094364	0.086367	0.038771	-1	0.135726	1	101.708330
+300	0	1	input	0.380975	0.066581	0.037365	1	0.131850	1	148.283310
+300	0	2	input	-1.605018	0.098588	0.041854	0	0.137430	2	94.662741
+300	1	6	hidden	1.030346	0.071858	0.039780	0	0.132755	5	67.151012
+300	1	7	hidden	0.298205	0.107981	0.040839	0	0.136812	3	115.230675
+300	1	8	hidden	0.827989	0.101432	0.039930	0	0.132028	5	107.067955
+300	1	0	input	-0.907939	0.089665	0.039671	-1	0.141264	1	60.866857
+300	1	1	input	-0.176627	0.100501	0.039648	0	0.131785	4	96.655745
+300	1	2	input	-0.491938	0.072417	0.038608	-1	0.138895	1	78.834937
+300	2	6	hidden	0.782344	0.092323	0.039696	0	0.133925	4	33.851216
+300	2	7	hidden	0.232027	0.075308	0.038531	-1	0.139026	1	47.991072
+300	2	8	hidden	0.128450	0.085146	0.038589	0	0.128689	6	39.600470
+300	2	0	input	0.308227	0.061310	0.036593	0	0.121048	11	13.892218
+300	2	1	input	-0.151411	0.095955	0.040037	0	0.134888	3	52.337130
+300	2	2	input	-0.629329	0.059740	0.038005	-1	0.136074	1	28.857093
+400	0	6	hidden	0.704124	0.069516	0.042228	1	0.139018	1	117.062394
+400	0	7	hidden	-0.654002	0.094767	0.041817	0	0.129251	7	114.582587
+400	0	8	hidden	0.750083	0.095495	0.042050	0	0.130714	4	119.607341
+400	0	0	input	-0.906374	0.099354	0.043433	0	0.132224	4	105.213133
+400	0	1	input	0.320945	0.089881	0.041176	0	0.125526	5	150.647864
+400	0	2	input	-1.736571	0.083827	0.045565	0	0.139573	3	96.057454
+400	1	6	hidden	-0.702888	0.126484	0.044452	0	0.137565	2	41.884906
+400	1	7	hidden	0.872924	0.113165	0.045101	0	0.139610	2	117.974463
+400	1	8	hidden	-0.507477	0.101442	0.044106	0	0.134868	6	97.435534
+400	1	0	input	-0.160386	0.092320	0.044044	0	0.135163	2	50.184382
+400	1	1	input	-1.626503	0.064486	0.040799	0	0.123540	5	97.472254
+400	1	2	input	-0.573860	0.071935	0.043229	0	0.132685	7	67.822144
+400	2	6	hidden	0.770654	0.100287	0.044200	0	0.136809	3	17.172503
+400	2	7	hidden	0.741319	0.080041	0.043157	0	0.132619	6	26.588019
+400	2	8	hidden	-0.623512	0.073774	0.041444	-1	0.135798	1	19.997640
+400	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+400	2	1	input	0.005951	0.061954	0.040920	-1	0.134337	1	32.008992
+400	2	2	input	-0.725594	0.089446	0.043050	0	0.132423	4	19.400712
+500	0	6	hidden	-0.142377	0.083486	0.044978	1	0.142045	1	117.958597
+500	0	7	hidden	-0.839751	0.093638	0.045231	0	0.134746	4	108.930889
+500	0	8	hidden	0.672717	0.110009	0.045776	0	0.137903	1	113.178838
+500	0	0	input	0.082927	0.096523	0.046436	0	0.138154	1	104.202272
+500	0	1	input	-1.160001	0.075826	0.044894	0	0.133283	4	150.647864
+500	0	2	input	-0.019285	0.060591	0.045249	-1	0.140957	1	98.007960
+500	1	6	hidden	-0.223737	0.115745	0.046944	0	0.139798	2	20.686271
+500	1	7	hidden	-0.098165	0.076754	0.045403	0	0.133182	5	125.559980
+500	1	8	hidden	-0.073062	0.079937	0.044404	0	0.128943	7	93.431184
+500	1	0	input	0.399292	0.073611	0.044532	0	0.129777	7	39.955171
+500	1	1	input	-1.616146	0.081034	0.043488	0	0.129044	2	93.861876
+500	1	2	input	0.545259	0.102487	0.045949	0	0.136031	5	51.082946
+500	2	6	hidden	-0.668023	0.096662	0.044813	0	0.131434	6	18.147221
+500	2	7	hidden	0.244288	0.094929	0.046103	0	0.137151	1	15.220578
+500	2	8	hidden	-0.392134	0.107871	0.045027	0	0.133519	3	18.998117
+500	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+500	2	1	input	-1.720933	0.065963	0.042517	0	0.123666	5	26.626054
+500	2	2	input	0.434823	0.083726	0.044151	0	0.129465	6	18.598221
+600	0	6	hidden	-0.972764	0.092518	0.046651	0	0.134601	6	122.757812
+600	0	7	hidden	-0.756100	0.097422	0.047376	0	0.138871	2	103.331107
+600	0	8	hidden	0.952713	0.075195	0.045737	0	0.132597	5	110.839525
+600	0	0	input	1.080815	0.100477	0.046152	0	0.133025	5	108.378028
+600	0	1	input	0.413762	0.063162	0.045057	0	0.129576	7	150.647864
+600	0	2	input	0.571420	0.096673	0.048778	0	0.142418	1	98.864612
+600	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+600	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+600	1	8	hidden	0.587163	0.098788	0.044823	0	0.128250	4	89.387415
+600	1	0	input	0.755093	0.097173	0.046919	0	0.136800	1	25.433128
+600	1	1	input	-0.043935	0.071706	0.042989	0	0.123762	3	94.685637
+600	1	2	input	-0.283115	0.081469	0.045500	1	0.140109	1	34.798665
+600	2	6	hidden	0.749960	0.093924	0.043305	0	0.122810	5	21.380521
+600	2	7	hidden	0.757739	0.080140	0.044350	1	0.136612	1	13.470968
+600	2	8	hidden	0.887673	0.071507	0.043455	0	0.123625	7	25.225037
+600	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+600	2	1	input	-1.650125	0.078148	0.043985	0	0.127175	3	21.202214
+600	2	2	input	-0.000247	0.068204	0.044431	0	0.127017	7	19.377246
+700	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+700	0	7	hidden	-0.054440	0.101837	0.046994	0	0.135378	1	102.194917
+700	0	8	hidden	0.153628	0.042425	0.043015	0	0.118948	13	112.548427
+700	0	0	input	0.956656	0.085893	0.045669	0	0.129407	4	112.570007
+700	0	1	input	-0.727271	0.075167	0.045337	0	0.129446	4	150.647864
+700	0	2	input	-0.661209	0.082714	0.045646	0	0.128430	3	108.666467
+700	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+700	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+700	1	8	hidden	0.391144	0.100051	0.045204	0	0.128833	6	85.324617
+700	1	0	input	-0.188524	0.086070	0.046436	0	0.132876	4	23.980756
+700	1	1	input	-0.063595	0.079887	0.044517	0	0.128603	3	91.135552
+700	1	2	input	-1.178817	0.101760	0.046960	0	0.134316	4	26.731687
+700	2	6	hidden	0.719241	0.098072	0.044506	0	0.127263	3	17.633748
+700	2	7	hidden	0.274150	0.097632	0.046406	0	0.133142	4	15.321372
+700	2	8	hidden	-0.132511	0.066248	0.042324	1	0.128252	1	20.223929
+700	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+700	2	1	input	-1.308496	0.062195	0.044461	0	0.126706	5	23.024537
+700	2	2	input	0.233189	0.070060	0.044732	1	0.136840	1	13.779861
+800	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+800	0	7	hidden	0.436191	0.077618	0.039828	0	0.108139	5	119.045999
+800	0	8	hidden	-0.093347	0.111822	0.041425	0	0.116026	1	118.338031
+800	0	0	input	-0.527372	0.069722	0.042472	0	0.118066	2	127.052037
+800	0	1	input	-0.675924	0.074999	0.047055	0	0.134821	4	150.647864
+800	0	2	input	-0.852702	0.086974	0.047647	0	0.136919	2	110.077926
+800	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+800	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+800	1	8	hidden	-0.016412	0.085793	0.046828	0	0.133900	4	75.626204
+800	1	0	input	-0.864248	0.082510	0.046160	0	0.131567	1	23.371806
+800	1	1	input	-1.274168	0.080980	0.045332	0	0.130694	2	87.521760
+800	1	2	input	0.299418	0.093940	0.048074	0	0.137952	3	22.671652
+800	2	6	hidden	0.689299	0.072397	0.042953	1	0.129995	1	16.092266
+800	2	7	hidden	0.446981	0.113498	0.048013	0	0.138591	1	12.097907
+800	2	8	hidden	0.251071	0.068582	0.043276	-1	0.131599	1	18.215894
+800	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+800	2	1	input	-1.282748	0.079804	0.045231	0	0.129378	2	19.982205
+800	2	2	input	1.065560	0.109000	0.046969	0	0.135306	2	14.223172
+900	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+900	0	7	hidden	0.124259	0.081427	0.034647	0	0.093152	1	140.360089
+900	0	8	hidden	0.006113	0.046839	0.033563	0	0.088436	10	140.371594
+900	0	0	input	-0.422164	0.063062	0.042279	-1	0.128569	1	131.892064
+900	0	1	input	-0.728761	0.069876	0.047821	0	0.136193	6	150.647864
+900	0	2	input	-0.447702	0.076836	0.046788	0	0.132773	3	115.683695
+900	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+900	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+900	1	8	hidden	0.938201	0.082991	0.046352	0	0.131789	3	71.586339
+900	1	0	input	-1.032966	0.113835	0.046371	0	0.132669	2	22.320614
+900	1	1	input	-0.117815	0.067574	0.042541	0	0.119714	5	92.703786
+900	1	2	input	0.251131	0.084307	0.046836	0	0.132153	6	25.771809
+900	2	6	hidden	-0.299167	0.093373	0.045531	0	0.129844	6	17.282918
+900	2	7	hidden	-0.164013	0.089382	0.046842	0	0.132566	5	16.119148
+900	2	8	hidden	0.691997	0.080984	0.045577	0	0.129786	6	21.679442
+900	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+900	2	1	input	0.354122	0.085064	0.043602	0	0.122374	2	24.307037
+900	2	2	input	0.427383	0.100857	0.046973	0	0.135133	1	14.079304
+1000	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1000	0	7	hidden	0.252365	0.083973	0.035529	0	0.100684	4	144.031506
+1000	0	8	hidden	0.235295	0.060201	0.034067	0	0.094026	4	150.238720
+1000	0	0	input	0.058483	0.050060	0.041673	0	0.116084	11	141.784238
+1000	0	1	input	-1.493125	0.092363	0.050237	0	0.144867	1	148.456976
+1000	0	2	input	0.411036	0.072682	0.046328	0	0.131142	5	121.300798
+1000	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1000	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1000	1	8	hidden	-0.544807	0.102110	0.041590	0	0.115209	4	84.264873
+1000	1	0	input	-0.087318	0.067026	0.041156	-1	0.122962	1	26.104522
+1000	1	1	input	-1.271312	0.067735	0.043849	0	0.124731	5	89.075660
+1000	1	2	input	0.621702	0.106721	0.046567	0	0.132095	2	24.031948
+1000	2	6	hidden	-0.414971	0.094068	0.047201	0	0.135255	4	14.740648
+1000	2	7	hidden	-0.520611	0.074125	0.045802	0	0.127946	7	18.804493
+1000	2	8	hidden	0.224856	0.099732	0.047193	0	0.135147	3	18.459519
+1000	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1000	2	1	input	0.260712	0.074017	0.044701	0	0.127279	4	20.886550
+1000	2	2	input	-0.250179	0.074880	0.046321	0	0.131341	5	16.860232
+1100	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1100	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1100	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1100	0	0	input	-0.683807	0.077580	0.042352	0	0.120501	6	140.747690
+1100	0	1	input	-0.728116	0.082509	0.049926	0	0.142569	3	149.942412
+1100	0	2	input	0.083582	0.064625	0.045785	0	0.128709	7	126.911899
+1100	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1100	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1100	1	8	hidden	-0.950043	0.048993	0.033229	0	0.086067	2	113.704745
+1100	1	0	input	-0.157585	0.051855	0.039088	0	0.106255	4	33.766506
+1100	1	1	input	-1.713604	0.071161	0.044524	0	0.126681	4	85.451793
+1100	1	2	input	0.989572	0.058295	0.041088	0	0.111836	6	34.453735
+1100	2	6	hidden	-0.248969	0.075612	0.046307	1	0.140409	1	11.612502
+1100	2	7	hidden	-1.080740	0.098948	0.047464	0	0.135433	2	13.785784
+1100	2	8	hidden	-0.818001	0.127792	0.048376	0	0.139094	1	15.939522
+1100	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1100	2	1	input	-1.832491	0.070730	0.043505	0	0.122726	3	23.417293
+1100	2	2	input	0.686679	0.072712	0.042367	0	0.116395	8	24.026799
+1200	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1200	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1200	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1200	0	0	input	-0.143108	0.070324	0.042422	1	0.130485	1	137.696249
+1200	0	1	input	-1.214487	0.082270	0.049583	0	0.140666	2	149.198550
+1200	0	2	input	0.780004	0.069935	0.045581	0	0.128410	5	129.783661
+1200	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1200	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1200	1	8	hidden	-0.249393	0.074173	0.034252	0	0.095292	2	126.389932
+1200	1	0	input	0.433537	0.052594	0.038782	0	0.107720	9	33.476976
+1200	1	1	input	0.283994	0.078099	0.045262	0	0.129561	3	81.842214
+1200	1	2	input	0.415322	0.059645	0.040057	-1	0.120950	1	30.640351
+1200	2	6	hidden	-0.685433	0.062078	0.045240	0	0.125588	9	21.473201
+1200	2	7	hidden	-0.771425	0.077353	0.046464	0	0.130873	6	16.965342
+1200	2	8	hidden	0.325835	0.079001	0.047027	0	0.132748	5	21.098258
+1200	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1200	2	1	input	-1.607905	0.068488	0.044487	0	0.126546	6	21.687334
+1200	2	2	input	-1.122932	0.076078	0.043538	0	0.122223	7	20.517361
+1300	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1300	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1300	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1300	0	0	input	-0.969242	0.078514	0.045406	0	0.130826	3	139.488101
+1300	0	1	input	-1.165135	0.064438	0.047460	-1	0.142276	1	148.277677
+1300	0	2	input	0.282328	0.095004	0.047345	0	0.135451	2	127.974000
+1300	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1300	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1300	1	8	hidden	-0.176171	0.108742	0.038221	0	0.111426	1	127.862052
+1300	1	0	input	-0.163025	0.066678	0.041973	0	0.120546	5	26.873498
+1300	1	1	input	0.441692	0.059825	0.045040	0	0.127110	8	78.215040
+1300	1	2	input	-0.859952	0.070912	0.042242	0	0.119861	4	29.240952
+1300	2	6	hidden	0.908288	0.086507	0.043804	0	0.122172	3	20.594675
+1300	2	7	hidden	-0.460626	0.083719	0.045976	0	0.129461	5	17.141957
+1300	2	8	hidden	0.925617	0.098831	0.043334	0	0.120256	1	24.412453
+1300	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1300	2	1	input	-1.709465	0.077050	0.044936	0	0.127820	2	21.010656
+1300	2	2	input	-0.004719	0.074705	0.044301	0	0.125404	3	18.885997
+1400	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1400	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1400	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1400	0	0	input	0.900080	0.068817	0.045293	0	0.128504	6	141.617518
+1400	0	1	input	-1.689328	0.073077	0.047968	0	0.135135	5	150.647864
+1400	0	2	input	-0.878582	0.078144	0.048291	0	0.138164	4	129.178905
+1400	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1400	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1400	1	8	hidden	0.500198	0.062650	0.037034	0	0.105486	7	140.583797
+1400	1	0	input	-1.110999	0.058525	0.041858	0	0.118696	8	27.950784
+1400	1	1	input	-1.265835	0.054344	0.042998	-1	0.128690	1	75.029988
+1400	1	2	input	-0.123809	0.063498	0.040881	0	0.115321	6	31.518871
+1400	2	6	hidden	-0.428903	0.059515	0.042633	0	0.118405	6	22.954827
+1400	2	7	hidden	0.728777	0.064518	0.045167	0	0.125719	11	20.013347
+1400	2	8	hidden	0.758651	0.092207	0.044813	0	0.127934	3	19.612828
+1400	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1400	2	1	input	-0.182656	0.072433	0.045266	0	0.128691	4	21.026500
+1400	2	2	input	-0.575137	0.107578	0.045198	0	0.129270	3	16.779063
+1500	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1500	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1500	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1500	0	0	input	0.194541	0.099496	0.047091	0	0.134768	3	139.005772
+1500	0	1	input	-0.060845	0.080454	0.048474	0	0.137228	3	149.952735
+1500	0	2	input	0.307384	0.063747	0.046777	1	0.141070	1	127.319800
+1500	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1500	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1500	1	8	hidden	0.462353	0.033080	0.033821	0	0.092086	17	158.853260
+1500	1	0	input	-0.644851	0.078864	0.041637	0	0.117193	6	28.554782
+1500	1	1	input	-1.583773	0.079023	0.045838	0	0.130866	3	71.063930
+1500	1	2	input	1.141946	0.069060	0.042772	0	0.121990	8	28.301201
+1500	2	6	hidden	-0.301557	0.087570	0.043754	0	0.123456	4	19.929504
+1500	2	7	hidden	-0.377203	0.072903	0.043206	0	0.119046	9	22.638664
+1500	2	8	hidden	1.017663	0.059676	0.043240	0	0.121035	9	25.921704
+1500	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1500	2	1	input	0.341475	0.082980	0.045679	0	0.130489	2	19.244389
+1500	2	2	input	0.248498	0.067629	0.041882	1	0.125944	1	18.559394
+1600	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1600	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1600	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1600	0	0	input	-0.922699	0.077733	0.044665	0	0.124664	6	141.614696
+1600	0	1	input	-1.627678	0.086772	0.047548	0	0.134984	1	148.458582
+1600	0	2	input	-1.075831	0.087093	0.047954	0	0.136821	2	127.962572
+1600	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1600	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1600	1	8	hidden	1.128521	0.078279	0.034301	0	0.096029	6	171.578157
+1600	1	0	input	-1.296126	0.067910	0.043035	0	0.121871	6	26.887204
+1600	1	1	input	-0.099051	0.062736	0.043993	-1	0.133302	1	67.858467
+1600	1	2	input	-0.860460	0.091464	0.042887	0	0.122725	1	26.671257
+1600	2	6	hidden	0.057890	0.086866	0.042777	-1	0.129796	1	15.404575
+1600	2	7	hidden	-0.375166	0.078160	0.044068	0	0.123878	4	19.207550
+1600	2	8	hidden	0.252099	0.068994	0.042270	-1	0.127548	1	20.278641
+1600	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1600	2	1	input	-1.708353	0.077455	0.046083	0	0.131948	4	18.833755
+1600	2	2	input	0.246074	0.098826	0.043692	0	0.124384	2	18.693081
+1700	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1700	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1700	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1700	0	0	input	0.926926	0.110167	0.046893	0	0.134293	1	138.080839
+1700	0	1	input	0.415106	0.052015	0.043005	0	0.117494	9	150.647864
+1700	0	2	input	-0.971052	0.074072	0.046806	0	0.131917	5	129.780982
+1700	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1700	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1700	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+1700	1	0	input	0.452402	0.080592	0.044395	0	0.127150	4	24.316229
+1700	1	1	input	-1.188089	0.079843	0.046407	0	0.133044	3	63.814454
+1700	1	2	input	-0.997990	0.055118	0.040685	-1	0.123486	1	26.383774
+1700	2	6	hidden	0.189327	0.059749	0.040185	-1	0.120065	1	20.769435
+1700	2	7	hidden	0.408784	0.055791	0.042616	0	0.118124	6	22.739488
+1700	2	8	hidden	-0.465813	0.094393	0.043510	0	0.122925	3	23.503778
+1700	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1700	2	1	input	-1.714090	0.073193	0.045850	0	0.130174	4	20.703059
+1700	2	2	input	-0.117197	0.087320	0.043099	0	0.122017	6	20.253160
+1800	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1800	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1800	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1800	0	0	input	-0.580219	0.066041	0.044327	-1	0.133343	1	138.002403
+1800	0	1	input	-0.141542	0.078859	0.044248	0	0.124873	2	149.206316
+1800	0	2	input	0.685526	0.068915	0.044131	0	0.121628	9	130.363937
+1800	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1800	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1800	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+1800	1	0	input	-0.092894	0.072604	0.044950	0	0.128249	2	24.347469
+1800	1	1	input	-0.132705	0.059538	0.044121	-1	0.133070	1	60.651131
+1800	1	2	input	-0.514830	0.085389	0.044701	0	0.129513	1	23.674554
+1800	2	6	hidden	0.841631	0.098602	0.044506	0	0.128379	3	15.759096
+1800	2	7	hidden	-0.740821	0.101469	0.044322	0	0.126531	3	16.880808
+1800	2	8	hidden	-0.411882	0.088885	0.044798	0	0.128469	2	19.263074
+1800	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1800	2	1	input	0.286705	0.068801	0.045476	0	0.128142	3	22.277283
+1800	2	2	input	0.286370	0.083283	0.040885	0	0.113925	5	23.895792
+1900	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+1900	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+1900	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+1900	0	0	input	-0.139017	0.069911	0.044424	0	0.124211	4	140.187519
+1900	0	1	input	-0.125826	0.073662	0.044807	0	0.126857	6	150.647864
+1900	0	2	input	0.806363	0.091678	0.046593	0	0.133204	3	128.570760
+1900	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+1900	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+1900	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+1900	1	0	input	-1.014179	0.085787	0.045748	0	0.131604	2	22.396397
+1900	1	1	input	-1.246622	0.061430	0.045879	0	0.129549	7	56.618342
+1900	1	2	input	0.028118	0.080474	0.043945	0	0.125828	2	25.677911
+1900	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+1900	2	7	hidden	0.091891	0.096476	0.043333	0	0.122363	5	19.598118
+1900	2	8	hidden	-0.822366	0.068900	0.043509	0	0.122622	4	24.446245
+1900	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+1900	2	1	input	-0.334505	0.101905	0.043990	0	0.123405	2	22.947151
+1900	2	2	input	0.838840	0.072385	0.041411	0	0.117010	5	21.922464
+2000	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2000	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2000	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2000	0	0	input	0.572946	0.080516	0.045298	0	0.129062	3	138.807517
+2000	0	1	input	-0.320808	0.096564	0.046832	0	0.134285	3	149.943409
+2000	0	2	input	-0.725193	0.091227	0.048142	0	0.138796	1	127.362789
+2000	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2000	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2000	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2000	1	0	input	-1.326780	0.081841	0.046194	0	0.132716	3	22.167559
+2000	1	1	input	0.332661	0.070638	0.047101	0	0.133802	5	48.583835
+2000	1	2	input	-0.896475	0.060536	0.042978	-1	0.130987	1	23.390606
+2000	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2000	2	7	hidden	-0.629957	0.123016	0.044876	0	0.129186	1	15.301211
+2000	2	8	hidden	-0.312528	0.102325	0.045129	0	0.130051	2	18.099603
+2000	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2000	2	1	input	-0.130036	0.059289	0.041406	1	0.124423	1	21.278793
+2000	2	2	input	-0.457207	0.111206	0.043515	0	0.125209	1	17.901133
+2100	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2100	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2100	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2100	0	0	input	-1.254412	0.093528	0.047489	0	0.137261	2	137.039320
+2100	0	1	input	0.389057	0.073733	0.046240	0	0.131060	5	150.647864
+2100	0	2	input	-0.152226	0.087493	0.046908	0	0.132669	6	130.363937
+2100	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2100	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2100	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2100	1	0	input	0.208938	0.072377	0.045827	0	0.130060	4	23.995638
+2100	1	1	input	-1.758684	0.059940	0.045940	0	0.128454	6	45.025310
+2100	1	2	input	-0.345714	0.078888	0.044042	0	0.125230	4	26.651880
+2100	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2100	2	7	hidden	0.337369	0.103747	0.045910	0	0.132894	1	13.720107
+2100	2	8	hidden	0.319558	0.084237	0.045375	0	0.129453	6	21.314839
+2100	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2100	2	1	input	0.682211	0.088415	0.044819	0	0.128379	4	20.197560
+2100	2	2	input	0.050483	0.091219	0.044969	0	0.130173	2	15.826147
+2200	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2200	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2200	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2200	0	0	input	0.748208	0.073764	0.046580	0	0.132038	6	140.783786
+2200	0	1	input	-0.363279	0.093655	0.047739	0	0.136896	2	149.203002
+2200	0	2	input	-0.108583	0.096464	0.048264	0	0.138535	1	127.367602
+2200	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2200	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2200	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2200	1	0	input	0.219205	0.078007	0.047478	0	0.136010	4	21.472161
+2200	1	1	input	-1.058020	0.083128	0.047276	0	0.134152	2	36.989488
+2200	1	2	input	0.220686	0.082813	0.045115	0	0.129485	2	24.202883
+2200	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2200	2	7	hidden	0.167791	0.081910	0.043826	0	0.122907	5	20.569524
+2200	2	8	hidden	-0.782070	0.082156	0.045115	-1	0.137090	1	16.582245
+2200	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2200	2	1	input	0.248838	0.093990	0.047227	0	0.136949	1	15.710091
+2200	2	2	input	0.772931	0.065402	0.043108	1	0.130597	1	16.831304
+2300	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2300	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2300	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2300	0	0	input	0.334803	0.071208	0.045603	-1	0.137228	1	137.994718
+2300	0	1	input	-0.563735	0.070898	0.046467	-1	0.140525	1	148.272258
+2300	0	2	input	-0.942684	0.075251	0.046988	0	0.132644	6	130.363937
+2300	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2300	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2300	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2300	1	0	input	-0.018235	0.086770	0.046956	0	0.134008	1	22.046295
+2300	1	1	input	0.763955	0.050997	0.041135	1	0.120777	1	42.555155
+2300	1	2	input	-0.590797	0.046386	0.039942	-1	0.118621	1	30.703036
+2300	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2300	2	7	hidden	-0.869788	0.058236	0.041058	0	0.112969	8	24.918571
+2300	2	8	hidden	-0.158989	0.083635	0.045321	0	0.128329	3	20.922356
+2300	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2300	2	1	input	0.484170	0.081198	0.042801	0	0.118159	6	27.679704
+2300	2	2	input	0.822856	0.065785	0.043992	0	0.124249	8	19.834181
+2400	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2400	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2400	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2400	0	0	input	-0.776463	0.074232	0.045253	0	0.126574	5	140.731503
+2400	0	1	input	1.032625	0.092752	0.047392	0	0.134049	4	150.647864
+2400	0	2	input	0.154738	0.099396	0.047738	0	0.135280	3	128.574078
+2400	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2400	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2400	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2400	1	0	input	-1.760662	0.080891	0.046607	0	0.132624	2	22.687982
+2400	1	1	input	-0.722422	0.073262	0.041866	0	0.117669	2	47.367173
+2400	1	2	input	-0.622192	0.065866	0.035968	0	0.097252	3	50.793273
+2400	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2400	2	7	hidden	0.266864	0.082275	0.041385	0	0.116054	4	22.141968
+2400	2	8	hidden	0.160902	0.081514	0.043714	0	0.122375	5	24.495982
+2400	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2400	2	1	input	-0.482979	0.083061	0.044134	0	0.125076	2	21.571252
+2400	2	2	input	1.036312	0.078756	0.044597	0	0.126495	5	18.580976
+2500	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2500	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2500	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2500	0	0	input	0.937445	0.094477	0.047059	0	0.134134	3	139.131072
+2500	0	1	input	0.746342	0.110290	0.048610	0	0.139438	1	148.464011
+2500	0	2	input	0.290036	0.073625	0.046573	0	0.130675	4	129.174393
+2500	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2500	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2500	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2500	1	0	input	0.360006	0.082557	0.044968	0	0.127195	2	24.419714
+2500	1	1	input	-0.335300	0.075504	0.040758	0	0.115102	3	52.577304
+2500	1	2	input	-0.706484	0.065400	0.037363	0	0.105542	1	52.722297
+2500	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2500	2	7	hidden	-1.068577	0.079647	0.043208	0	0.123085	6	18.978322
+2500	2	8	hidden	0.139543	0.067973	0.042601	-1	0.128495	1	19.510788
+2500	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2500	2	1	input	-0.277562	0.118886	0.045223	0	0.129782	2	18.787522
+2500	2	2	input	-0.701941	0.072345	0.043271	1	0.131305	1	15.799281
+2600	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2600	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2600	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2600	0	0	input	-1.299006	0.102069	0.046688	0	0.132925	1	137.896185
+2600	0	1	input	-0.183009	0.114892	0.047662	0	0.135849	1	148.472546
+2600	0	2	input	-0.495218	0.057817	0.043969	0	0.121055	7	130.363937
+2600	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2600	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2600	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2600	1	0	input	0.447459	0.071333	0.042261	0	0.118102	3	27.936818
+2600	1	1	input	0.447157	0.076789	0.033738	0	0.091288	3	75.368544
+2600	1	2	input	-0.351534	0.083789	0.036951	0	0.105456	2	60.868327
+2600	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2600	2	7	hidden	0.293923	0.079893	0.044043	0	0.125117	6	18.788442
+2600	2	8	hidden	0.188758	0.109434	0.045441	0	0.129794	3	20.129061
+2600	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2600	2	1	input	1.036418	0.082503	0.045316	0	0.128796	5	21.516732
+2600	2	2	input	0.328481	0.073469	0.045648	0	0.130012	7	17.180761
+2700	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2700	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2700	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2700	0	0	input	0.909028	0.053356	0.042818	0	0.118114	8	141.784238
+2700	0	1	input	0.515119	0.071370	0.045079	0	0.125984	6	150.647864
+2700	0	2	input	0.353678	0.081308	0.044586	0	0.125412	1	127.369929
+2700	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2700	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2700	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2700	1	0	input	0.451328	0.071418	0.043889	0	0.125108	5	24.957354
+2700	1	1	input	-0.434791	0.061492	0.036076	0	0.102579	3	80.597237
+2700	1	2	input	0.498293	0.060585	0.037611	0	0.107150	5	62.750569
+2700	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2700	2	7	hidden	-0.236922	0.082778	0.046117	1	0.141709	1	10.174748
+2700	2	8	hidden	-0.851608	0.078485	0.045497	0	0.129526	5	21.070006
+2700	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2700	2	1	input	-0.539800	0.109135	0.047211	0	0.135498	4	17.838803
+2700	2	2	input	0.182503	0.082950	0.045261	-1	0.137330	1	13.674494
+2800	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2800	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2800	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2800	0	0	input	-1.367842	0.073198	0.042548	0	0.119365	3	139.312925
+2800	0	1	input	0.757058	0.069033	0.043372	1	0.130283	1	148.276114
+2800	0	2	input	-0.309175	0.074723	0.043950	0	0.124567	4	129.178866
+2800	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2800	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2800	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2800	1	0	input	0.404137	0.053701	0.042662	0	0.119274	8	28.275611
+2800	1	1	input	0.563645	0.053025	0.032843	0	0.091523	6	99.014845
+2800	1	2	input	-0.730906	0.044532	0.036188	0	0.101067	11	70.857027
+2800	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2800	2	7	hidden	-0.554564	0.065562	0.045407	-1	0.137473	1	13.114576
+2800	2	8	hidden	-0.851608	0.078485	0.045497	0	0.129526	5	21.070006
+2800	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2800	2	1	input	0.150025	0.074346	0.046335	-1	0.140887	1	14.698293
+2800	2	2	input	0.185272	0.074948	0.045050	0	0.126498	6	19.269729
+2900	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+2900	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+2900	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+2900	0	0	input	-1.807098	0.047101	0.035537	0	0.094260	3	139.487290
+2900	0	1	input	0.692249	0.052313	0.042155	0	0.116357	7	150.647864
+2900	0	2	input	0.822309	0.044642	0.040856	0	0.112181	11	130.363937
+2900	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+2900	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+2900	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+2900	1	0	input	-1.276682	0.085395	0.044563	0	0.128335	2	23.200181
+2900	1	1	input	-0.725131	0.049040	0.030395	0	0.083287	9	117.417556
+2900	1	2	input	-1.190713	0.067623	0.040530	0	0.117569	6	60.360905
+2900	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+2900	2	7	hidden	0.720463	0.087969	0.046995	0	0.133662	4	15.096469
+2900	2	8	hidden	-0.851608	0.078485	0.045497	0	0.129526	5	21.070006
+2900	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+2900	2	1	input	0.400577	0.104796	0.047287	0	0.133861	4	19.855943
+2900	2	2	input	-0.163296	0.101850	0.046998	0	0.134429	3	14.921170
+3000	0	6	hidden	-0.176040	0.064556	0.045563	1	0.139343	1	121.879343
+3000	0	7	hidden	-0.043479	0.065648	0.035236	0	0.099375	8	145.655321
+3000	0	8	hidden	0.865445	0.089339	0.035018	0	0.098843	2	152.665546
+3000	0	0	input	-0.608539	0.084473	0.039184	0	0.112689	1	137.719201
+3000	0	1	input	-0.276356	0.062550	0.041934	0	0.117166	6	150.647864
+3000	0	2	input	-0.606798	0.055195	0.041120	0	0.114724	8	130.363937
+3000	1	6	hidden	0.717733	0.074598	0.046495	0	0.133626	7	19.497787
+3000	1	7	hidden	0.356526	0.088623	0.046352	0	0.134232	4	128.636097
+3000	1	8	hidden	-0.123101	0.051875	0.036841	0	0.104440	10	173.196450
+3000	1	0	input	-0.227474	0.072488	0.042274	0	0.119673	3	26.976180
+3000	1	1	input	-0.450033	0.058811	0.034236	0	0.098911	8	122.650051
+3000	1	2	input	-0.848744	0.069472	0.039309	0	0.111156	4	62.332782
+3000	2	6	hidden	-0.296613	0.081511	0.043373	0	0.123271	5	19.747414
+3000	2	7	hidden	-0.855019	0.086698	0.047899	0	0.136356	5	14.124938
+3000	2	8	hidden	-0.851608	0.078485	0.045497	0	0.129526	5	21.070006
+3000	2	0	input	-0.053993	0.065178	0.040532	-1	0.134383	1	0.000000
+3000	2	1	input	-0.485953	0.096765	0.048084	0	0.136612	4	18.336815
+3000	2	2	input	-0.036961	0.075684	0.046039	-1	0.139399	1	12.923745

20260517_165922/trial_001__arch.json

@@ -0,0 +1,50 @@
+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 1,
+    "sampled_at": "2026-05-17T16:59:23"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 13.675708587101086,
+    "max_atrophy": 8.73907923463846,
+    "metabolic_rate_abs_cap_multiple": 58.602019726927274,
+    "idle_explore_seconds": 1.1327756298583778,
+    "explore_probability": 0.5312243787639362,
+    "mate_cooldown_seconds": 19,
+    "circadian_cycle_ticks": 943
+  },
+  "neural": {
+    "num_hidden_neurons_default": 17,
+    "connection_probability": 0.32320564357702863,
+    "afferent_synapse_strength": 1.4454862034579081,
+    "firing_threshold_excitatory": 0.4137473150966987,
+    "spontaneous_firing_rate": 0.0094056079454035,
+    "intrinsic_timescale_default": 14.366535199246357,
+    "resting_potential_decay": 0.11994799423090688,
+    "sensorimotor_coupling": 0.6983726590830905,
+    "symmetric_stdp": false,
+    "refractory_period_ticks": 6,
+    "post_spike_mp_reset": 0.2779736031100921,
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 2.105460940375654,
+    "cryst_capacity": 1.8670953310733345,
+    "free_energy_beta": 0.42138426628353215
+  },
+  "operating_ranges": {
+    "learning_rate": 0.015476712432532746,
+    "plasticity_threshold": 0.4459328715880337,
+    "autoreceptor_coefficient": 0.12403619342337653,
+    "adaptation_tau_ticks": 18.38028123085951,
+    "fitness_g_weight": 0.6349782881970603
+  },
+  "healthy_bands": {},
+  "genetic_lottery": {
+    "intrinsic_timescale_jitter": 3.698081694808926,
+    "firing_threshold_jitter": 0.04049217401764169,
+    "mutation_strength": 0.14030085335075831,
+    "metabolic_rate_multiplier_range": [
+      0.7869489569603978,
+      1.1846460088332844
+    ]
+  }
+}

20260517_165922/trial_002/nxon2_117492643__LifespanLog.txt

@@ -0,0 +1,42 @@
+# Neuraxon Game of Life v4.92 — Per-NxEr lifespan log
+# game_id=nxon2_117492643
+# deaths=5  survivors_listed=30
+# founders_at_start=30
+# founders_still_alive_at_export=27
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+25	1	760	759	1	DIED
+0	1	856	855	1	DIED
+34	870	1023	153	0	DIED
+19	1	1717	1716	1	DIED
+32	721	1765	1044	0	DIED
+1	1	-1	1789	1	ALIVE
+2	1	-1	1789	1	ALIVE
+3	1	-1	1789	1	ALIVE
+4	1	-1	1789	1	ALIVE
+5	1	-1	1789	1	ALIVE
+6	1	-1	1789	1	ALIVE
+7	1	-1	1789	1	ALIVE
+8	1	-1	1789	1	ALIVE
+9	1	-1	1789	1	ALIVE
+10	1	-1	1789	1	ALIVE
+11	1	-1	1789	1	ALIVE
+12	1	-1	1789	1	ALIVE
+13	1	-1	1789	1	ALIVE
+14	1	-1	1789	1	ALIVE
+15	1	-1	1789	1	ALIVE
+16	1	-1	1789	1	ALIVE
+17	1	-1	1789	1	ALIVE
+18	1	-1	1789	1	ALIVE
+20	1	-1	1789	1	ALIVE
+21	1	-1	1789	1	ALIVE
+22	1	-1	1789	1	ALIVE
+23	1	-1	1789	1	ALIVE
+24	1	-1	1789	1	ALIVE
+26	1	-1	1789	1	ALIVE
+27	1	-1	1789	1	ALIVE
+28	1	-1	1789	1	ALIVE
+29	1	-1	1789	1	ALIVE
+30	480	-1	1310	0	ALIVE
+31	507	-1	1283	0	ALIVE
+33	762	-1	1028	0	ALIVE

20260517_165922/trial_002/nxon2_117492643__MembraneDiag.txt

@@ -0,0 +1,311 @@
+# Neuraxon Game of Life v4.92 — Membrane diagnostics
+# game_id=nxon2_117492643
+# rows=306
+# sampled every 100 ticks, first 3 hidden + first 3 input neurons of first 3 alive NxErs each sample (v176 — layer column)
+tick	nxer_id	neuron_id	layer	mp	adapt	autoreceptor	trinary_state	firing_rate_avg	state_streak	energy_level
+100	0	6	hidden	0.254159	0.130924	0.037022	-1	0.204538	1	109.395694
+100	0	7	hidden	-0.491524	0.141110	0.029642	0	0.169621	4	119.712955
+100	0	8	hidden	-0.380709	0.146541	0.031780	0	0.178411	2	76.046859
+100	0	0	input	-0.307087	0.137604	0.029271	0	0.167838	4	99.356858
+100	0	1	input	0.708658	0.134797	0.031123	0	0.174819	3	111.320419
+100	0	2	input	0.636294	0.139387	0.033071	1	0.192138	1	90.214916
+100	1	6	hidden	0.218571	0.168227	0.036789	0	0.176620	1	38.228935
+100	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+100	1	8	hidden	-0.289034	0.161477	0.039227	0	0.183608	1	9.721671
+100	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+100	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+100	1	2	input	0.611614	0.135625	0.034855	0	0.165505	8	14.740410
+100	2	6	hidden	0.700814	0.187927	0.045369	0	0.240403	1	79.060330
+100	2	7	hidden	-0.283215	0.173778	0.040075	0	0.220609	1	110.539491
+100	2	8	hidden	-0.659775	0.136357	0.035925	0	0.203940	5	92.501875
+100	2	0	input	0.003970	0.153249	0.040051	0	0.217615	1	101.956888
+100	2	1	input	0.876980	0.180369	0.045334	0	0.237311	1	94.065762
+100	2	2	input	-0.117012	0.166689	0.039138	0	0.215370	2	57.052756
+200	0	6	hidden	-0.308829	0.177351	0.066292	0	0.245020	3	39.745076
+200	0	7	hidden	0.389599	0.125805	0.052396	0	0.198733	3	59.331918
+200	0	8	hidden	-0.205793	0.160961	0.047962	0	0.184348	2	40.561034
+200	0	0	input	0.471576	0.112075	0.046704	0	0.177387	3	43.808433
+200	0	1	input	0.924583	0.143226	0.052197	0	0.198284	3	65.495893
+200	0	2	input	-0.144534	0.117615	0.055033	1	0.215042	1	14.995164
+200	1	6	hidden	0.344686	0.079648	0.040340	0	0.142450	4	25.604566
+200	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+200	1	8	hidden	-0.075264	0.111146	0.043922	1	0.165056	1	7.864999
+200	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+200	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+200	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+200	2	6	hidden	-0.299578	0.154113	0.063312	0	0.237374	3	58.203600
+200	2	7	hidden	-0.772466	0.158282	0.060086	0	0.227292	4	92.444516
+200	2	8	hidden	-0.208280	0.160937	0.059576	0	0.227240	1	45.107103
+200	2	0	input	-0.509593	0.163829	0.060882	0	0.227781	3	78.331044
+200	2	1	input	0.970342	0.140414	0.057326	0	0.212683	3	93.337109
+200	2	2	input	-0.821213	0.124312	0.057519	0	0.217010	2	16.349869
+300	0	6	hidden	0.865419	0.120185	0.061445	0	0.191164	3	39.510609
+300	0	7	hidden	0.895172	0.104748	0.055139	0	0.178357	6	34.860724
+300	0	8	hidden	-0.893542	0.125542	0.050411	0	0.163432	2	26.118705
+300	0	0	input	0.001584	0.102065	0.053141	0	0.173093	1	15.156312
+300	0	1	input	-0.049513	0.081135	0.053233	0	0.165538	11	46.578348
+300	0	2	input	0.275707	0.090162	0.052285	0	0.164387	1	21.369800
+300	1	6	hidden	0.765667	0.075089	0.041299	0	0.128348	3	20.902591
+300	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+300	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+300	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+300	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+300	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+300	2	6	hidden	0.486783	0.129899	0.070176	0	0.225881	3	41.350798
+300	2	7	hidden	-0.772972	0.103736	0.060684	0	0.191725	4	96.134073
+300	2	8	hidden	0.740718	0.100535	0.055080	0	0.174602	3	53.738070
+300	2	0	input	-1.156661	0.129645	0.068189	0	0.218635	1	62.471044
+300	2	1	input	1.088291	0.136601	0.066432	0	0.213285	4	84.775142
+300	2	2	input	0.714938	0.106215	0.058118	0	0.184287	3	22.544563
+400	0	6	hidden	0.158773	0.103601	0.061660	-1	0.190016	1	25.369880
+400	0	7	hidden	-0.566334	0.093453	0.054384	0	0.162418	1	21.904870
+400	0	8	hidden	0.276455	0.117393	0.055439	0	0.170370	1	14.519146
+400	0	0	input	1.071790	0.120342	0.047711	0	0.141665	2	26.165115
+400	0	1	input	-0.157188	0.139057	0.068910	-1	0.226797	1	0.000000
+400	0	2	input	-0.679166	0.076478	0.051961	-1	0.161719	1	17.873864
+400	1	6	hidden	-0.794609	0.066058	0.039443	0	0.113413	7	29.411765
+400	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+400	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+400	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+400	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+400	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+400	2	6	hidden	-0.970622	0.143706	0.071191	0	0.214183	2	32.538412
+400	2	7	hidden	0.161381	0.125036	0.070877	-1	0.224566	1	69.989118
+400	2	8	hidden	-0.666151	0.082191	0.057415	-1	0.178624	1	35.289353
+400	2	0	input	-0.752274	0.171069	0.084132	0	0.263725	1	23.743560
+400	2	1	input	-1.360609	0.159967	0.082597	0	0.258137	4	52.854925
+400	2	2	input	-0.754963	0.116492	0.062416	0	0.187960	4	15.867062
+500	0	6	hidden	-0.859324	0.092541	0.055271	0	0.152917	3	47.562063
+500	0	7	hidden	0.443660	0.088852	0.049638	0	0.141797	5	24.970996
+500	0	8	hidden	0.207118	0.094871	0.053203	0	0.155399	2	20.808018
+500	0	0	input	0.070478	0.088802	0.043182	0	0.120580	6	36.365664
+500	0	1	input	-0.157188	0.139057	0.068910	-1	0.226797	1	0.000000
+500	0	2	input	-0.791906	0.075444	0.050275	0	0.142045	5	25.099282
+500	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+500	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+500	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+500	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+500	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+500	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+500	2	6	hidden	0.894842	0.106054	0.068617	0	0.196365	3	29.905570
+500	2	7	hidden	0.129215	0.116872	0.072045	-1	0.219963	1	60.719545
+500	2	8	hidden	0.304306	0.094265	0.058448	0	0.168836	1	32.155475
+500	2	0	input	-0.035575	0.138418	0.088469	0	0.261909	6	15.484676
+500	2	1	input	-1.740882	0.142113	0.087567	0	0.259819	1	26.124682
+500	2	2	input	0.698634	0.098912	0.058293	0	0.167102	1	22.491866
+600	0	6	hidden	0.781044	0.120116	0.058678	0	0.170105	4	41.025669
+600	0	7	hidden	-0.424050	0.083769	0.047158	0	0.134021	1	26.000303
+600	0	8	hidden	0.940845	0.067867	0.049417	0	0.137984	2	31.043401
+600	0	0	input	0.533281	0.100334	0.042775	0	0.120317	2	35.076157
+600	0	1	input	-0.157188	0.139057	0.068910	-1	0.226797	1	0.000000
+600	0	2	input	0.204949	0.061621	0.043096	-1	0.126110	1	32.195764
+600	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+600	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+600	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+600	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+600	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+600	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+600	2	6	hidden	-0.622640	0.028191	0.046500	0	0.111918	39	72.942262
+600	2	7	hidden	0.097584	0.036989	0.052381	0	0.130750	25	103.139005
+600	2	8	hidden	-0.277155	0.072227	0.049221	-1	0.143583	1	53.161023
+600	2	0	input	-0.553252	0.105731	0.079187	-1	0.229702	1	22.647358
+600	2	1	input	-0.772742	0.140117	0.088993	0	0.257027	2	20.495941
+600	2	2	input	-0.092656	0.081570	0.055752	0	0.156625	11	26.722553
+700	0	6	hidden	0.408750	0.094619	0.055876	0	0.157524	4	46.937799
+700	0	7	hidden	0.889161	0.055134	0.042820	0	0.117078	14	34.895944
+700	0	8	hidden	0.490228	0.080466	0.050044	0	0.139965	3	29.182169
+700	0	0	input	-1.230673	0.106405	0.052581	0	0.156800	2	14.791124
+700	0	1	input	-0.157188	0.139057	0.068910	-1	0.226797	1	0.000000
+700	0	2	input	-0.236012	0.057604	0.044621	0	0.122904	17	32.814330
+700	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+700	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+700	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+700	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+700	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+700	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+700	2	6	hidden	0.616469	0.030249	0.036577	0	0.086058	19	112.065691
+700	2	7	hidden	-0.443412	0.033141	0.039722	0	0.093734	17	150.584112
+700	2	8	hidden	-0.076776	0.055578	0.044009	0	0.117642	10	83.458085
+700	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+700	2	1	input	-0.586765	0.172752	0.100136	-1	0.304496	1	3.675836
+700	2	2	input	0.011887	0.028923	0.039888	0	0.097504	21	65.018216
+800	0	6	hidden	-0.815130	0.097868	0.052174	0	0.144435	3	60.735593
+800	0	7	hidden	0.329396	0.078192	0.041527	0	0.114592	2	38.676466
+800	0	8	hidden	0.994769	0.077361	0.047993	0	0.133085	6	31.571029
+800	0	0	input	-0.121052	0.118438	0.057084	-1	0.183370	1	0.000000
+800	0	1	input	-0.157188	0.139057	0.068910	-1	0.226797	1	0.000000
+800	0	2	input	0.343433	0.053063	0.040398	0	0.107870	13	42.028845
+800	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+800	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+800	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+800	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+800	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+800	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+800	2	6	hidden	0.043013	0.055211	0.034746	0	0.091455	9	147.256089
+800	2	7	hidden	-0.142719	0.032226	0.027961	0	0.063680	8	187.540666
+800	2	8	hidden	0.713395	0.018613	0.027581	0	0.061451	10	154.109747
+800	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+800	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+800	2	2	input	-0.347117	0.042161	0.031107	0	0.075747	3	109.051809
+900	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+900	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+900	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+900	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+900	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+900	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+900	2	6	hidden	-0.007001	0.023953	0.027388	0	0.067407	27	162.778762
+900	2	7	hidden	0.248166	0.007472	0.018635	0	0.037694	58	187.540666
+900	2	8	hidden	-0.226447	0.000893	0.014141	-1	0.032512	1	173.596801
+900	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+900	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+900	2	2	input	0.103132	0.025842	0.024112	0	0.057282	13	159.033371
+900	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+900	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+900	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+900	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+900	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+900	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1000	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1000	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1000	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1000	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1000	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1000	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1000	2	6	hidden	0.007474	0.041949	0.024908	0	0.065920	9	162.778762
+1000	2	7	hidden	-0.097968	0.056156	0.023969	0	0.068472	1	184.811753
+1000	2	8	hidden	0.321886	0.017157	0.012069	0	0.025764	4	176.251452
+1000	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1000	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1000	2	2	input	0.059891	0.017286	0.017691	0	0.040833	23	161.831169
+1000	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1000	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1000	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1000	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1000	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1000	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1100	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1100	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1100	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1100	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1100	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1100	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1100	2	6	hidden	0.639119	0.042772	0.026705	0	0.075703	20	162.778762
+1100	2	7	hidden	0.591644	0.063521	0.025769	0	0.077740	3	182.659472
+1100	2	8	hidden	0.081550	0.011536	0.009614	0	0.021945	41	177.505057
+1100	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1100	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1100	2	2	input	0.139517	0.002629	0.010509	0	0.019737	74	161.831169
+1100	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1100	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1100	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1100	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1100	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1100	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1200	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1200	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1200	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1200	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1200	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1200	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1200	2	6	hidden	0.072800	0.019324	0.020033	0	0.050346	11	162.778762
+1200	2	7	hidden	0.294110	0.026044	0.022896	0	0.063004	19	187.540666
+1200	2	8	hidden	0.110094	0.013768	0.010013	0	0.026554	25	177.505057
+1200	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1200	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1200	2	2	input	-0.454799	0.015700	0.011846	0	0.030288	24	161.831169
+1200	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1200	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1200	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1200	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1200	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1200	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1300	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1300	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1300	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1300	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1300	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1300	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1300	2	6	hidden	-0.383361	0.009903	0.016136	0	0.038294	44	162.778762
+1300	2	7	hidden	0.047150	0.053149	0.026469	0	0.078991	5	187.540666
+1300	2	8	hidden	0.306100	0.038671	0.016106	0	0.051204	2	174.508007
+1300	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1300	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1300	2	2	input	0.408507	0.052091	0.020468	0	0.065379	3	159.123906
+1300	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1300	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1300	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1300	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1300	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1300	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1400	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1400	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1400	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1400	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1400	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1400	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1400	2	6	hidden	0.057246	0.012040	0.011683	0	0.026641	16	162.778762
+1400	2	7	hidden	-0.035624	0.024600	0.023211	0	0.063222	31	187.540666
+1400	2	8	hidden	0.030497	0.055539	0.025639	0	0.083078	3	175.375434
+1400	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1400	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1400	2	2	input	-0.072867	0.020427	0.018474	-1	0.062235	1	157.445725
+1400	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1400	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1400	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1400	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1400	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1400	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1500	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1500	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1500	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1500	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1500	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1500	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1500	2	6	hidden	0.093628	0.054720	0.020743	0	0.065933	5	162.778762
+1500	2	7	hidden	-0.271013	0.065125	0.031437	0	0.096217	2	185.637390
+1500	2	8	hidden	0.022479	0.036153	0.027732	0	0.082405	21	177.505057
+1500	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1500	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1500	2	2	input	0.026414	0.101493	0.039061	0	0.129206	3	140.140130
+1500	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1500	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1500	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1500	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1500	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1500	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1600	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1600	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1600	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1600	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1600	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1600	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1600	2	6	hidden	0.218777	0.066390	0.028237	0	0.089972	7	162.778762
+1600	2	7	hidden	-0.674785	0.081637	0.036418	0	0.112920	4	184.312697
+1600	2	8	hidden	-0.011594	0.065923	0.036420	0	0.111632	10	177.505057
+1600	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1600	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1600	2	2	input	0.038432	0.077346	0.045677	0	0.138636	7	125.234121
+1600	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1600	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1600	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1600	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1600	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1600	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000
+1700	1	6	hidden	-0.526070	0.072993	0.041459	0	0.118479	15	27.446723
+1700	1	7	hidden	0.174180	0.120744	0.032766	-1	0.169371	1	0.000000
+1700	1	8	hidden	0.177751	0.133664	0.046455	-1	0.173539	1	0.000000
+1700	1	0	input	0.217487	0.145012	0.033846	-1	0.181526	1	0.000000
+1700	1	1	input	0.757515	0.126591	0.029411	1	0.164687	1	0.000000
+1700	1	2	input	0.659053	0.114085	0.037916	1	0.163358	1	0.000000
+1700	2	6	hidden	-0.025621	0.022504	0.026483	0	0.074000	38	162.778762
+1700	2	7	hidden	-0.727713	0.067785	0.040621	0	0.121665	8	187.540666
+1700	2	8	hidden	-0.086486	0.079541	0.038251	0	0.114451	2	171.499098
+1700	2	0	input	0.006715	0.171301	0.094525	-1	0.289082	1	0.000000
+1700	2	1	input	-0.554563	0.177315	0.106525	-1	0.321958	1	0.000000
+1700	2	2	input	-0.503022	0.102747	0.052963	0	0.160777	1	104.402399
+1700	3	6	hidden	-0.815149	0.127072	0.035417	-1	0.198044	1	0.000000
+1700	3	7	hidden	0.625394	0.147519	0.047480	1	0.224804	1	0.000000
+1700	3	8	hidden	0.190152	0.125534	0.040953	-1	0.206110	1	0.000000
+1700	3	0	input	0.364351	0.157218	0.050977	1	0.221198	1	0.000000
+1700	3	1	input	-0.023141	0.137353	0.032535	-1	0.192712	1	0.000000
+1700	3	2	input	-0.572189	0.135298	0.026884	-1	0.191373	1	0.000000

20260517_165922/trial_002__arch.json

@@ -0,0 +1,50 @@
+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 2,
+    "sampled_at": "2026-05-17T16:59:23"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 13.010591334933011,
+    "max_atrophy": 4.464804848598631,
+    "metabolic_rate_abs_cap_multiple": 24.862702189596735,
+    "idle_explore_seconds": 1.990289870703219,
+    "explore_probability": 0.23356276852957036,
+    "mate_cooldown_seconds": 19,
+    "circadian_cycle_ticks": 332
+  },
+  "neural": {
+    "num_hidden_neurons_default": 16,
+    "connection_probability": 0.2703494361066987,
+    "afferent_synapse_strength": 0.6794263262538567,
+    "firing_threshold_excitatory": 0.6739408372556634,
+    "spontaneous_firing_rate": 0.024094772943053604,
+    "intrinsic_timescale_default": 23.794113955817473,
+    "resting_potential_decay": 0.15315663601353516,
+    "sensorimotor_coupling": 1.4976937784768318,
+    "symmetric_stdp": true,
+    "refractory_period_ticks": 2,
+    "post_spike_mp_reset": 0.26488016649805246,
+    "sphere_topology": "chc6",
+    "cross_sphere_coupling": 1.0859893311408328,
+    "cryst_capacity": 2.494651555978322,
+    "free_energy_beta": 0.535163966314455
+  },
+  "operating_ranges": {
+    "learning_rate": 0.004423850642103479,
+    "plasticity_threshold": 0.5245472536652602,
+    "autoreceptor_coefficient": 0.10254832170458705,
+    "adaptation_tau_ticks": 33.38343960894162,
+    "fitness_g_weight": 0.493515834889631
+  },
+  "healthy_bands": {},
+  "genetic_lottery": {
+    "intrinsic_timescale_jitter": 1.2227305547860885,
+    "firing_threshold_jitter": 0.02399730025836754,
+    "mutation_strength": 0.10846255775452253,
+    "metabolic_rate_multiplier_range": [
+      0.8645237551368081,
+      1.5236066003166662
+    ]
+  }
+}

20260517_165922/trial_003/nxon2_729357211__LifespanLog.txt

@@ -0,0 +1,47 @@
+# Neuraxon Game of Life v4.92 — Per-NxEr lifespan log
+# game_id=nxon2_729357211
+# deaths=1  survivors_listed=39
+# founders_at_start=30
+# founders_still_alive_at_export=29
+# format: tab-separated, header row. status=DIED|ALIVE; ALIVE rows have death_tick=-1 and age_ticks = ticks lived so far.
+nxer_id	birth_tick	death_tick	age_ticks	was_original	status
+2	1	6096	6095	1	DIED
+0	1	-1	6098	1	ALIVE
+1	1	-1	6098	1	ALIVE
+3	1	-1	6098	1	ALIVE
+4	1	-1	6098	1	ALIVE
+5	1	-1	6098	1	ALIVE
+6	1	-1	6098	1	ALIVE
+7	1	-1	6098	1	ALIVE
+8	1	-1	6098	1	ALIVE
+9	1	-1	6098	1	ALIVE
+10	1	-1	6098	1	ALIVE
+11	1	-1	6098	1	ALIVE
+12	1	-1	6098	1	ALIVE
+13	1	-1	6098	1	ALIVE
+14	1	-1	6098	1	ALIVE
+15	1	-1	6098	1	ALIVE
+16	1	-1	6098	1	ALIVE
+17	1	-1	6098	1	ALIVE
+18	1	-1	6098	1	ALIVE
+19	1	-1	6098	1	ALIVE
+20	1	-1	6098	1	ALIVE
+21	1	-1	6098	1	ALIVE
+22	1	-1	6098	1	ALIVE
+23	1	-1	6098	1	ALIVE
+24	1	-1	6098	1	ALIVE
+25	1	-1	6098	1	ALIVE
+26	1	-1	6098	1	ALIVE
+27	1	-1	6098	1	ALIVE
+28	1	-1	6098	1	ALIVE
+29	1	-1	6098	1	ALIVE
+30	1375	-1	4724	0	ALIVE
+31	2514	-1	3585	0	ALIVE
+32	2966	-1	3133	0	ALIVE
+33	3480	-1	2619	0	ALIVE
+34	3504	-1	2595	0	ALIVE
+35	3827	-1	2272	0	ALIVE
+36	4863	-1	1236	0	ALIVE
+37	5192	-1	907	0	ALIVE
+38	5321	-1	778	0	ALIVE
+39	5730	-1	369	0	ALIVE

20260517_165922/trial_003/nxon2_729357211__MembraneDiag.txt

@@ -0,0 +1,1085 @@
+# Neuraxon Game of Life v4.92 — Membrane diagnostics
+# game_id=nxon2_729357211
+# rows=1080
+# sampled every 100 ticks, first 3 hidden + first 3 input neurons of first 3 alive NxErs each sample (v176 — layer column)
+tick	nxer_id	neuron_id	layer	mp	adapt	autoreceptor	trinary_state	firing_rate_avg	state_streak	energy_level
+100	0	6	hidden	-0.124892	0.042320	0.007714	0	0.060981	9	119.913958
+100	0	7	hidden	-0.004779	0.042465	0.008056	0	0.062957	4	110.160614
+100	0	8	hidden	-0.213284	0.000000	0.000000	-1	0.041021	1	142.896115
+100	0	0	input	-0.230633	0.047765	0.007961	0	0.062392	4	92.468254
+100	0	1	input	-0.231995	0.041326	0.007995	0	0.062578	5	141.310962
+100	0	2	input	-0.401850	0.023342	0.004006	0	0.046834	19	127.017685
+100	1	6	hidden	-0.891135	0.061592	0.018824	0	0.093955	6	126.586054
+100	1	7	hidden	-0.373867	0.072630	0.015960	0	0.084201	7	112.692460
+100	1	8	hidden	-0.427073	0.080844	0.017694	0	0.090926	2	103.192811
+100	1	0	input	0.585960	0.046653	0.012129	1	0.079434	1	122.250454
+100	1	1	input	-0.534881	0.059836	0.016012	0	0.084751	3	103.098638
+100	1	2	input	-0.208873	0.082476	0.018298	0	0.094173	1	112.493701
+100	2	6	hidden	0.323176	0.055849	0.017474	-1	0.140059	1	79.695646
+100	2	7	hidden	-0.816436	0.072843	0.018863	0	0.134929	2	97.379603
+100	2	8	hidden	-0.202548	0.071448	0.017290	0	0.129513	5	83.699984
+100	2	0	input	0.355175	0.059592	0.015735	-1	0.133729	1	89.657386
+100	2	1	input	0.491157	0.069038	0.017802	0	0.132223	3	109.905510
+100	2	2	input	-0.521081	0.067069	0.017708	0	0.131616	2	98.179516
+200	0	6	hidden	0.029792	0.040346	0.011316	0	0.059438	14	138.746891
+200	0	7	hidden	-0.153707	0.062802	0.015691	0	0.077217	6	115.248825
+200	0	8	hidden	0.313425	0.039688	0.007651	0	0.048415	7	156.909057
+200	0	0	input	0.326384	0.039884	0.011419	0	0.059822	22	101.850106
+200	0	1	input	0.388651	0.059620	0.013691	0	0.069310	4	155.507824
+200	0	2	input	0.230316	0.039340	0.007226	0	0.046348	1	148.962521
+200	1	6	hidden	0.301396	0.073457	0.028938	0	0.106496	3	131.634333
+200	1	7	hidden	-0.596969	0.087347	0.025878	0	0.097270	2	119.782214
+200	1	8	hidden	-0.214679	0.094232	0.029729	0	0.109858	3	94.026215
+200	1	0	input	0.334217	0.080722	0.026873	0	0.102030	1	120.296980
+200	1	1	input	-1.101511	0.074455	0.027113	0	0.100970	5	96.257227
+200	1	2	input	0.760021	0.073840	0.025495	0	0.095193	4	137.517692
+200	2	6	hidden	-0.243750	0.070649	0.025751	0	0.109299	7	62.122275
+200	2	7	hidden	-0.426545	0.047180	0.024655	0	0.104076	9	73.257823
+200	2	8	hidden	0.478083	0.057848	0.023633	0	0.100944	11	54.037909
+200	2	0	input	0.331304	0.068619	0.026400	0	0.112262	6	59.761629
+200	2	1	input	0.301703	0.062888	0.022786	-1	0.108670	1	99.284584
+200	2	2	input	0.728529	0.075628	0.026582	0	0.113495	5	62.045005
+300	0	6	hidden	0.042680	0.045361	0.013979	0	0.058970	8	157.609036
+300	0	7	hidden	0.055917	0.064962	0.020991	0	0.084807	9	120.321457
+300	0	8	hidden	0.084573	0.044936	0.013229	0	0.059471	11	165.798395
+300	0	0	input	0.783036	0.035091	0.012203	1	0.062059	1	112.146125
+300	0	1	input	-0.635596	0.073642	0.021924	0	0.090129	1	158.934283
+300	0	2	input	0.070917	0.027245	0.009007	0	0.042846	22	153.288290
+300	1	6	hidden	0.819089	0.083023	0.035454	0	0.115262	2	131.946628
+300	1	7	hidden	0.203719	0.080907	0.032059	0	0.104803	7	121.906359
+300	1	8	hidden	-0.641840	0.070955	0.032071	0	0.101784	8	96.798755
+300	1	0	input	1.144338	0.073059	0.032987	0	0.108988	5	118.886703
+300	1	1	input	1.249874	0.064115	0.032254	0	0.103900	7	89.424057
+300	1	2	input	-0.359363	0.069660	0.031517	0	0.102336	5	139.366333
+300	2	6	hidden	-0.943062	0.067299	0.030337	0	0.103354	4	34.964309
+300	2	7	hidden	-0.950178	0.066141	0.029473	0	0.099982	1	38.288933
+300	2	8	hidden	0.249007	0.056891	0.028839	0	0.098188	1	19.893537
+300	2	0	input	-0.984516	0.074093	0.034222	0	0.117988	1	14.221118
+300	2	1	input	0.563394	0.066285	0.028587	0	0.098218	7	85.672904
+300	2	2	input	-0.979636	0.065454	0.030502	0	0.103520	5	27.133136
+400	0	6	hidden	-0.077031	0.062831	0.020033	0	0.075385	3	157.974242
+400	0	7	hidden	-0.063797	0.073124	0.025117	0	0.091370	3	125.406144
+400	0	8	hidden	-0.055209	0.052986	0.019042	0	0.072939	13	168.891449
+400	0	0	input	0.510341	0.061205	0.020585	0	0.078073	4	105.814816
+400	0	1	input	-0.733093	0.071886	0.027856	0	0.102887	2	162.361905
+400	0	2	input	-0.927117	0.047306	0.014224	-1	0.066146	1	149.017563
+400	1	6	hidden	0.333699	0.064750	0.036879	0	0.110897	7	136.989115
+400	1	7	hidden	1.020419	0.089583	0.037147	0	0.115179	1	119.084511
+400	1	8	hidden	0.443261	0.060266	0.034701	-1	0.113644	1	88.534388
+400	1	0	input	0.920940	0.083366	0.031656	0	0.096177	4	134.526137
+400	1	1	input	0.273508	0.069135	0.037086	0	0.114053	1	75.999896
+400	1	2	input	0.547022	0.069895	0.034993	0	0.106976	3	137.891548
+400	2	6	hidden	0.837474	0.065843	0.031868	0	0.096389	15	28.358984
+400	2	7	hidden	0.527544	0.058401	0.030414	0	0.092833	7	23.392930
+400	2	8	hidden	0.816338	0.053552	0.030355	0	0.093467	8	17.124945
+400	2	0	input	-1.722900	0.057356	0.034703	0	0.106482	3	19.736925
+400	2	1	input	-1.745862	0.064423	0.033732	0	0.106741	2	50.181456
+400	2	2	input	-0.608481	0.054385	0.029372	0	0.088438	9	25.395616
+500	0	6	hidden	0.526310	0.064348	0.024349	0	0.085101	5	159.353887
+500	0	7	hidden	0.040826	0.071023	0.027877	0	0.094142	8	130.481490
+500	0	8	hidden	-0.727118	0.059235	0.023860	0	0.084969	1	169.522573
+500	0	0	input	0.454922	0.080829	0.026607	0	0.093836	6	92.936989
+500	0	1	input	-0.721432	0.069178	0.031979	0	0.109819	4	165.789417
+500	0	2	input	-0.091278	0.065662	0.021968	0	0.080148	3	150.456934
+500	1	6	hidden	0.906598	0.053016	0.035459	0	0.100556	13	146.751049
+500	1	7	hidden	0.901674	0.052257	0.034297	0	0.098121	7	131.124133
+500	1	8	hidden	0.888356	0.056354	0.032663	0	0.091927	8	102.350882
+500	1	0	input	0.474116	0.059248	0.029321	1	0.092379	1	145.020469
+500	1	1	input	-1.329548	0.058297	0.037627	0	0.109895	8	69.166348
+500	1	2	input	0.910198	0.072597	0.035139	0	0.102648	4	138.623173
+500	2	6	hidden	0.277454	0.058373	0.029862	0	0.084999	6	29.938373
+500	2	7	hidden	-0.443781	0.060970	0.029657	0	0.086352	11	23.136341
+500	2	8	hidden	0.898157	0.053347	0.029378	0	0.085585	2	19.464508
+500	2	0	input	-0.123772	0.070215	0.038652	0	0.116529	1	8.129333
+500	2	1	input	0.267521	0.061959	0.036252	0	0.109109	5	22.282477
+500	2	2	input	0.318804	0.025694	0.024604	-1	0.076057	1	32.061427
+600	0	6	hidden	0.649913	0.072440	0.029388	0	0.098720	4	158.671980
+600	0	7	hidden	0.664946	0.070023	0.029843	0	0.095817	4	135.561938
+600	0	8	hidden	0.406776	0.063420	0.027278	0	0.092042	3	170.769180
+600	0	0	input	0.657924	0.070607	0.028952	0	0.095746	5	87.489652
+600	0	1	input	-0.623582	0.066791	0.034812	0	0.113342	5	169.197267
+600	0	2	input	0.488592	0.049733	0.023514	0	0.078862	14	153.288290
+600	1	6	hidden	-0.810552	0.069349	0.036580	0	0.103883	9	151.793747
+600	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+600	1	8	hidden	-0.962144	0.063822	0.035425	0	0.102250	6	99.159042
+600	1	0	input	0.127898	0.060008	0.028432	0	0.078976	16	160.020604
+600	1	1	input	-0.036319	0.059478	0.037847	0	0.108288	5	62.346481
+600	1	2	input	-0.286673	0.059897	0.034600	0	0.097809	7	140.354226
+600	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+600	2	7	hidden	0.255178	0.039526	0.025718	0	0.070842	5	34.591706
+600	2	8	hidden	-0.490134	0.047247	0.027690	0	0.079190	5	21.318380
+600	2	0	input	-1.631144	0.053454	0.035400	0	0.100502	5	22.109982
+600	2	1	input	-1.641248	0.060737	0.037340	0	0.109086	5	18.956106
+600	2	2	input	0.064826	0.034154	0.024156	0	0.065943	16	38.053599
+700	0	6	hidden	-0.025462	0.068782	0.030995	0	0.098796	5	159.389936
+700	0	7	hidden	0.004822	0.055620	0.029046	0	0.087595	16	146.696135
+700	0	8	hidden	-0.869339	0.061464	0.029541	0	0.095296	3	171.460871
+700	0	0	input	0.745899	0.087648	0.032499	0	0.104089	7	74.628596
+700	0	1	input	-0.638270	0.064117	0.036701	0	0.114765	7	172.616773
+700	0	2	input	-0.554701	0.055010	0.024769	0	0.078921	4	151.197610
+700	1	6	hidden	0.417256	0.056506	0.037125	0	0.104881	9	156.826576
+700	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+700	1	8	hidden	0.718815	0.043998	0.031503	0	0.086039	7	113.794985
+700	1	0	input	0.576409	0.049081	0.025840	0	0.069229	10	160.020604
+700	1	1	input	-1.708344	0.065300	0.039857	0	0.114914	5	48.913378
+700	1	2	input	0.244402	0.036546	0.030449	-1	0.090933	1	136.389002
+700	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+700	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+700	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+700	2	0	input	-0.939582	0.067012	0.036974	0	0.106311	1	15.140238
+700	2	1	input	0.318559	0.068636	0.039782	0	0.116339	1	12.062107
+700	2	2	input	0.476050	0.054241	0.029533	0	0.087445	6	16.853861
+800	0	6	hidden	-0.064059	0.059126	0.030049	0	0.090509	8	160.433889
+800	0	7	hidden	-0.053299	0.055478	0.028655	0	0.083780	9	149.520256
+800	0	8	hidden	-0.102618	0.056134	0.029192	0	0.089461	6	173.394799
+800	0	0	input	0.508195	0.109705	0.037229	0	0.118107	1	54.323624
+800	0	1	input	-0.718525	0.074775	0.040242	0	0.124583	1	170.627436
+800	0	2	input	-0.736230	0.056251	0.025656	0	0.078867	6	152.686642
+800	1	6	hidden	0.355994	0.029370	0.026358	0	0.066204	6	182.388228
+800	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+800	1	8	hidden	-0.554587	0.044698	0.029405	0	0.079504	14	128.468587
+800	1	0	input	0.885471	0.060394	0.025501	0	0.070927	12	160.020604
+800	1	1	input	0.357659	0.063925	0.040717	0	0.116424	6	35.466066
+800	1	2	input	0.172672	0.045737	0.027555	0	0.073863	2	137.151814
+800	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+800	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+800	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+800	2	0	input	-0.924514	0.037517	0.031957	-1	0.095266	1	25.887535
+800	2	1	input	-0.132388	0.064061	0.039412	0	0.113106	3	15.933744
+800	2	2	input	0.385805	0.034197	0.025062	-1	0.077927	1	26.278752
+900	0	6	hidden	0.666792	0.039855	0.027199	0	0.076540	23	160.433889
+900	0	7	hidden	-0.165268	0.044010	0.026291	-1	0.082970	1	144.941611
+900	0	8	hidden	-0.511829	0.055365	0.030840	0	0.093233	6	172.727393
+900	0	0	input	0.547161	0.106086	0.038768	0	0.119511	3	41.460977
+900	0	1	input	-0.665732	0.071195	0.040928	0	0.123437	3	174.064534
+900	0	2	input	0.893909	0.045710	0.026015	1	0.087124	1	149.016067
+900	1	6	hidden	-0.616923	0.048706	0.027141	0	0.074530	4	181.226086
+900	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+900	1	8	hidden	-0.611470	0.061266	0.032765	0	0.095496	1	131.204472
+900	1	0	input	-1.267459	0.043799	0.025221	0	0.070927	10	160.020604
+900	1	1	input	0.284046	0.061635	0.039651	0	0.111768	1	29.677738
+900	1	2	input	0.217284	0.051912	0.028551	0	0.081505	4	138.619821
+900	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+900	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+900	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+900	2	0	input	-0.218559	0.048948	0.031630	0	0.087304	5	26.379525
+900	2	1	input	-0.149936	0.058967	0.038865	0	0.109809	7	20.419989
+900	2	2	input	-0.162098	0.038374	0.024601	0	0.067971	8	33.434394
+1000	0	6	hidden	-0.016716	0.057038	0.027604	0	0.078723	1	156.599981
+1000	0	7	hidden	-0.154603	0.062915	0.028539	0	0.082008	6	148.410919
+1000	0	8	hidden	-0.634821	0.041210	0.027936	0	0.079258	8	174.685851
+1000	0	0	input	0.607183	0.101477	0.039719	0	0.119410	5	29.004679
+1000	0	1	input	-0.671163	0.068094	0.041282	0	0.121893	4	177.491532
+1000	0	2	input	-0.167885	0.049223	0.028189	-1	0.093602	1	149.026845
+1000	1	6	hidden	0.485162	0.048218	0.030464	0	0.087137	13	183.124469
+1000	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1000	1	8	hidden	-1.080050	0.058163	0.032531	0	0.093615	5	139.940017
+1000	1	0	input	-1.688583	0.058367	0.031502	0	0.094112	4	156.606875
+1000	1	1	input	-0.041989	0.068370	0.039841	0	0.114081	2	24.798598
+1000	1	2	input	0.761121	0.054311	0.030081	0	0.086732	7	140.354226
+1000	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1000	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1000	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1000	2	0	input	-1.321816	0.046079	0.029959	0	0.082846	6	29.075335
+1000	2	1	input	-0.117273	0.063047	0.040173	0	0.114327	6	17.129103
+1000	2	2	input	-0.437713	0.034205	0.024141	0	0.066604	9	34.165548
+1100	0	6	hidden	-0.272933	0.055946	0.027781	-1	0.089203	1	156.633755
+1100	0	7	hidden	-0.036014	0.060839	0.028352	0	0.080686	10	149.520256
+1100	0	8	hidden	0.069243	0.057150	0.027933	0	0.079151	5	172.747901
+1100	0	0	input	0.514387	0.096642	0.040234	0	0.118419	7	22.873113
+1100	0	1	input	-0.709941	0.065708	0.041437	0	0.120365	6	180.941180
+1100	0	2	input	-0.031061	0.062171	0.030035	0	0.089208	4	151.193140
+1100	1	6	hidden	0.962052	0.057851	0.029497	0	0.083537	7	182.948736
+1100	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1100	1	8	hidden	-0.961988	0.045874	0.030130	-1	0.093426	1	146.756879
+1100	1	0	input	0.397026	0.053772	0.033071	0	0.096457	6	158.618229
+1100	1	1	input	-0.144246	0.065093	0.039561	0	0.112853	2	25.315612
+1100	1	2	input	0.968636	0.046084	0.030438	0	0.086421	7	140.354226
+1100	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1100	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1100	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1100	2	0	input	-1.694693	0.065432	0.035820	0	0.105760	3	12.178444
+1100	2	1	input	-1.354782	0.064692	0.040946	0	0.116572	4	15.742899
+1100	2	2	input	-0.524176	0.030830	0.019731	0	0.052537	2	62.734589
+1200	0	6	hidden	0.593983	0.054480	0.029585	0	0.085613	9	160.433889
+1200	0	7	hidden	-0.016364	0.066847	0.030075	0	0.086948	6	148.396938
+1200	0	8	hidden	0.032779	0.051480	0.027788	0	0.078182	12	174.696973
+1200	0	0	input	0.527872	0.089830	0.040511	0	0.117268	7	21.058463
+1200	0	1	input	-0.702095	0.063789	0.041462	0	0.118932	7	184.379601
+1200	0	2	input	0.086928	0.049434	0.029492	0	0.085442	8	153.288290
+1200	1	6	hidden	-0.730207	0.050317	0.030469	0	0.087100	10	183.124469
+1200	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1200	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1200	1	0	input	-0.332157	0.064173	0.034093	0	0.098600	3	156.618037
+1200	1	1	input	0.289588	0.052813	0.037112	0	0.102851	8	31.342695
+1200	1	2	input	-0.935236	0.065482	0.034788	0	0.103079	1	136.417909
+1200	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1200	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1200	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1200	2	0	input	-1.078573	0.054317	0.035341	0	0.101026	6	21.702714
+1200	2	1	input	0.374381	0.040909	0.035485	0	0.094399	14	35.177898
+1200	2	2	input	1.047102	0.046174	0.023377	0	0.067371	11	48.148660
+1300	0	6	hidden	0.078258	0.063291	0.030862	0	0.089366	9	160.433889
+1300	0	7	hidden	0.106213	0.047455	0.027385	0	0.075385	17	149.520256
+1300	0	8	hidden	-0.173027	0.062015	0.028174	0	0.080471	3	171.462408
+1300	0	0	input	0.552062	0.110209	0.042955	0	0.126056	1	13.310515
+1300	0	1	input	-0.635216	0.074600	0.043637	0	0.127067	1	182.418633
+1300	0	2	input	-0.006048	0.052497	0.030952	0	0.090280	1	148.975359
+1300	1	6	hidden	0.950824	0.043209	0.028849	0	0.079819	16	183.124469
+1300	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1300	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1300	1	0	input	0.469815	0.042422	0.029344	0	0.079548	11	160.020604
+1300	1	1	input	-1.747374	0.059426	0.037732	0	0.106466	7	28.452738
+1300	1	2	input	-0.679203	0.033768	0.029087	0	0.077972	13	140.354226
+1300	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1300	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1300	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1300	2	0	input	-1.034484	0.064104	0.037157	0	0.107651	1	13.139963
+1300	2	1	input	-0.913363	0.049476	0.031561	-1	0.093223	1	26.973171
+1300	2	2	input	0.190839	0.050175	0.026858	0	0.078618	5	26.900865
+1400	0	6	hidden	-0.009869	0.051700	0.030178	0	0.086126	3	157.991061
+1400	0	7	hidden	-0.000895	0.053315	0.027364	0	0.075841	11	149.520256
+1400	0	8	hidden	0.004745	0.050137	0.028169	0	0.080337	6	172.725534
+1400	0	0	input	0.302310	0.106073	0.042847	0	0.124384	3	14.483162
+1400	0	1	input	-0.697522	0.071042	0.043337	0	0.124998	3	185.816141
+1400	0	2	input	-0.003581	0.053612	0.030051	0	0.085530	10	153.288290
+1400	1	6	hidden	-0.628581	0.058733	0.031872	0	0.091999	7	182.959407
+1400	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1400	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1400	1	0	input	-0.619718	0.047803	0.030215	0	0.084613	8	159.841501
+1400	1	1	input	-1.765378	0.065692	0.039753	0	0.114097	4	24.716127
+1400	1	2	input	0.983958	0.047006	0.031419	0	0.088264	11	140.354226
+1400	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1400	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1400	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1400	2	0	input	-1.257624	0.060610	0.037928	0	0.109038	8	16.515772
+1400	2	1	input	0.715862	0.039418	0.029180	0	0.077300	8	41.803586
+1400	2	2	input	0.293059	0.029159	0.023153	-1	0.071812	1	34.249963
+1500	0	6	hidden	0.019360	0.027064	0.025373	0	0.066470	27	160.433889
+1500	0	7	hidden	0.016037	0.037267	0.025304	0	0.067873	15	149.520256
+1500	0	8	hidden	-0.068440	0.055202	0.028573	0	0.082523	3	171.417950
+1500	0	0	input	0.523380	0.078422	0.038689	0	0.106882	8	25.661515
+1500	0	1	input	-0.721020	0.067727	0.042993	0	0.122743	5	189.247108
+1500	0	2	input	0.007236	0.024985	0.025046	0	0.064785	38	153.288290
+1500	1	6	hidden	0.717988	0.055802	0.033254	0	0.095829	3	180.651055
+1500	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1500	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1500	1	0	input	-0.645024	0.066297	0.034669	0	0.102442	3	152.004855
+1500	1	1	input	0.291145	0.057999	0.038929	0	0.109585	8	28.349514
+1500	1	2	input	0.361604	0.069530	0.033999	0	0.099655	2	137.153279
+1500	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1500	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1500	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1500	2	0	input	-1.749308	0.055544	0.037752	-1	0.116430	1	10.168070
+1500	2	1	input	0.248634	0.055401	0.030869	0	0.087964	1	29.676858
+1500	2	2	input	-0.317398	0.046659	0.025177	0	0.071290	4	31.171796
+1600	0	6	hidden	0.123257	0.022014	0.021886	0	0.054327	30	160.433889
+1600	0	7	hidden	0.104128	0.041098	0.023948	0	0.063776	10	149.520256
+1600	0	8	hidden	0.058790	0.039448	0.026159	0	0.071820	20	174.696973
+1600	0	0	input	1.043791	0.094195	0.039627	0	0.111659	1	20.378151
+1600	0	1	input	-1.485224	0.064458	0.042583	0	0.120453	7	191.675056
+1600	0	2	input	-0.524203	0.026437	0.021964	0	0.055103	19	153.288290
+1600	1	6	hidden	-0.932247	0.055206	0.031394	0	0.089082	3	180.665496
+1600	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1600	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1600	1	0	input	-0.708900	0.058059	0.033739	0	0.097461	2	155.981320
+1600	1	1	input	-1.320891	0.063683	0.040292	0	0.114729	6	25.425027
+1600	1	2	input	1.004266	0.061989	0.034813	0	0.101056	4	138.636049
+1600	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1600	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1600	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1600	2	0	input	-0.130725	0.059468	0.039272	-1	0.121260	1	6.845259
+1600	2	1	input	0.738819	0.056963	0.031762	0	0.092004	1	22.088191
+1600	2	2	input	-0.989197	0.045679	0.026557	0	0.076497	6	25.114709
+1700	0	6	hidden	0.125683	0.057091	0.025732	0	0.072729	2	157.278280
+1700	0	7	hidden	0.088812	0.032055	0.020980	0	0.053382	18	149.520256
+1700	0	8	hidden	0.577023	0.032171	0.023044	0	0.061096	1	170.167529
+1700	0	0	input	0.552998	0.061566	0.034342	1	0.100979	1	26.668283
+1700	0	1	input	-0.656815	0.074879	0.044460	0	0.128024	1	187.699747
+1700	0	2	input	0.088373	0.026712	0.021349	0	0.054865	13	153.288290
+1700	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+1700	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1700	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1700	1	0	input	-0.864675	0.043874	0.029758	0	0.082306	11	160.020604
+1700	1	1	input	-1.742565	0.060605	0.038233	0	0.107604	5	28.032589
+1700	1	2	input	0.991386	0.051146	0.030148	0	0.082958	3	137.889259
+1700	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1700	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1700	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1700	2	0	input	-1.112216	0.053549	0.038252	-1	0.116154	1	11.970282
+1700	2	1	input	-0.419018	0.047099	0.030164	0	0.085112	1	30.557653
+1700	2	2	input	-0.145393	0.045546	0.028648	0	0.082699	10	23.054736
+1800	0	6	hidden	-0.004532	0.047150	0.024544	0	0.068371	10	160.433889
+1800	0	7	hidden	-0.006822	0.029872	0.019133	0	0.048714	13	149.520256
+1800	0	8	hidden	0.561234	0.043404	0.024499	0	0.068520	9	174.696973
+1800	0	0	input	-0.036547	0.060871	0.034038	0	0.091270	13	31.644907
+1800	0	1	input	-0.921291	0.072023	0.043992	0	0.125801	2	188.427144
+1800	0	2	input	-0.196235	0.032909	0.021342	0	0.057217	2	149.715382
+1800	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+1800	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1800	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1800	1	0	input	0.420678	0.052187	0.030756	0	0.087496	2	156.172344
+1800	1	1	input	0.240000	0.056124	0.038011	-1	0.116364	1	23.652705
+1800	1	2	input	0.857526	0.047572	0.030558	0	0.085512	7	140.354226
+1800	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1800	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1800	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1800	2	0	input	-1.573331	0.054049	0.037826	-1	0.114923	1	11.398695
+1800	2	1	input	-0.790531	0.034050	0.027051	0	0.072893	25	44.467956
+1800	2	2	input	-0.967145	0.040364	0.027686	0	0.077222	2	29.228576
+1900	0	6	hidden	-0.045204	0.057316	0.027635	0	0.081263	2	157.281367
+1900	0	7	hidden	0.000353	0.043839	0.021405	0	0.059299	11	149.520256
+1900	0	8	hidden	0.306244	0.055831	0.027456	0	0.080419	7	173.987832
+1900	0	0	input	-0.607902	0.043834	0.030148	0	0.077607	10	41.499273
+1900	0	1	input	-0.710126	0.069186	0.043537	0	0.123668	4	189.855422
+1900	0	2	input	-0.050544	0.031732	0.021190	0	0.057749	13	153.288290
+1900	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+1900	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+1900	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+1900	1	0	input	0.463643	0.059383	0.034477	0	0.100817	4	154.755714
+1900	1	1	input	-0.241934	0.064162	0.037062	0	0.104698	2	30.105588
+1900	1	2	input	-0.374033	0.063091	0.034805	0	0.102330	3	137.897567
+1900	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+1900	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+1900	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+1900	2	0	input	0.849310	0.057741	0.037961	0	0.106398	7	18.854641
+1900	2	1	input	0.729731	0.048232	0.028909	0	0.081609	8	33.514125
+1900	2	2	input	-0.405432	0.040561	0.026356	0	0.073389	9	28.829064
+2000	0	6	hidden	0.187270	0.047187	0.027609	0	0.079967	10	160.433889
+2000	0	7	hidden	0.102032	0.049450	0.025016	0	0.073744	7	149.107878
+2000	0	8	hidden	-0.734611	0.051047	0.027722	0	0.080942	3	171.437182
+2000	0	0	input	-0.631306	0.063543	0.033615	0	0.094897	1	29.270823
+2000	0	1	input	0.158290	0.064411	0.042771	0	0.120280	7	191.675056
+2000	0	2	input	0.101164	0.053064	0.024872	0	0.072892	9	153.288290
+2000	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2000	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2000	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2000	1	0	input	-1.288487	0.068573	0.038381	0	0.113668	1	147.660139
+2000	1	1	input	-0.765425	0.059761	0.036120	0	0.101282	11	31.680788
+2000	1	2	input	-0.330888	0.055980	0.035011	0	0.100777	6	140.087506
+2000	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2000	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2000	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2000	2	0	input	0.572435	0.064316	0.039808	0	0.113733	5	13.293647
+2000	2	1	input	0.534489	0.037843	0.026619	0	0.072935	9	45.085935
+2000	2	2	input	-0.828327	0.041191	0.025735	0	0.072353	11	29.215649
+2100	0	6	hidden	0.167807	0.025815	0.022042	0	0.057925	5	159.354027
+2100	0	7	hidden	0.080857	0.014199	0.017919	0	0.044668	57	149.520256
+2100	0	8	hidden	0.299160	0.053385	0.028062	0	0.081814	1	170.164918
+2100	0	0	input	-0.777167	0.029058	0.027714	0	0.071115	34	46.777583
+2100	0	1	input	-0.664359	0.062403	0.042348	-1	0.128460	1	187.652938
+2100	0	2	input	-0.047976	0.037442	0.022208	0	0.062289	1	148.958602
+2100	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2100	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2100	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2100	1	0	input	0.939625	0.057943	0.035402	0	0.100223	6	156.066239
+2100	1	1	input	0.489586	0.046630	0.034809	0	0.095562	14	35.254056
+2100	1	2	input	-1.079726	0.057958	0.036539	0	0.105008	7	140.354226
+2100	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2100	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2100	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2100	2	0	input	-0.135599	0.064532	0.039473	0	0.112412	1	12.918842
+2100	2	1	input	0.521608	0.022695	0.021257	0	0.052944	38	79.724448
+2100	2	2	input	-1.163254	0.039590	0.026505	-1	0.084776	1	18.502092
+2200	0	6	hidden	-0.025696	0.022991	0.019788	0	0.050831	16	160.433889
+2200	0	7	hidden	-0.010667	0.004076	0.012834	0	0.027053	107	149.520256
+2200	0	8	hidden	-0.018487	0.020709	0.021918	0	0.056375	38	174.696973
+2200	0	0	input	-0.038949	0.036024	0.027552	0	0.072864	13	48.769676
+2200	0	1	input	-0.724412	0.072919	0.044204	0	0.126272	2	188.416042
+2200	0	2	input	0.118405	0.037875	0.022083	0	0.062465	1	148.959086
+2200	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2200	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2200	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2200	1	0	input	-0.333985	0.046869	0.032933	0	0.090049	3	156.780861
+2200	1	1	input	-0.271359	0.056942	0.032867	0	0.089703	1	41.527558
+2200	1	2	input	0.761653	0.053687	0.035143	0	0.097668	8	140.354226
+2200	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2200	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2200	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2200	2	0	input	-1.292041	0.068129	0.039690	0	0.114028	2	9.805888
+2200	2	1	input	-0.440509	0.028187	0.017713	0	0.044306	22	126.052274
+2200	2	2	input	-0.270611	0.029214	0.023511	0	0.063266	20	38.803865
+2300	0	6	hidden	0.056958	0.021083	0.018071	0	0.045946	14	160.433889
+2300	0	7	hidden	0.055642	0.022376	0.013259	0	0.032521	16	149.520256
+2300	0	8	hidden	-0.050813	0.025039	0.021348	0	0.055814	17	174.696973
+2300	0	0	input	0.322896	0.031636	0.023882	0	0.060721	14	65.546263
+2300	0	1	input	-0.692430	0.071514	0.043805	0	0.124737	2	188.433257
+2300	0	2	input	-0.563808	0.027394	0.019864	0	0.053911	12	153.288290
+2300	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2300	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2300	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2300	1	0	input	0.787943	0.066514	0.032520	0	0.090926	6	157.795540
+2300	1	1	input	0.967328	0.051035	0.031666	0	0.086316	4	47.928331
+2300	1	2	input	-0.865295	0.058534	0.035170	0	0.099206	5	139.343476
+2300	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2300	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2300	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2300	2	0	input	-0.097406	0.061010	0.037782	0	0.106664	1	15.755656
+2300	2	1	input	-0.797589	0.040631	0.022399	0	0.064639	6	125.604302
+2300	2	2	input	0.811573	0.041724	0.023976	0	0.066972	5	35.236878
+2400	0	6	hidden	0.243206	0.019768	0.016778	0	0.042639	17	160.433889
+2400	0	7	hidden	0.116730	0.028854	0.015379	0	0.042710	12	149.520256
+2400	0	8	hidden	0.405685	0.035936	0.023068	0	0.064067	11	174.696973
+2400	0	0	input	-0.618882	0.044512	0.025277	0	0.069423	2	67.529379
+2400	0	1	input	-0.645845	0.069060	0.043409	0	0.123071	4	189.854594
+2400	0	2	input	0.231518	0.025897	0.019812	0	0.053872	23	153.288290
+2400	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2400	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2400	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2400	1	0	input	0.771106	0.057781	0.033974	0	0.097400	7	156.463948
+2400	1	1	input	0.865520	0.045286	0.029965	0	0.082260	8	60.846030
+2400	1	2	input	0.190895	0.064695	0.037089	0	0.107162	2	137.149826
+2400	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2400	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2400	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2400	2	0	input	0.313414	0.067464	0.038696	0	0.111283	1	10.294842
+2400	2	1	input	0.432060	0.063180	0.027388	0	0.083468	2	113.525642
+2400	2	2	input	-0.904857	0.057954	0.029853	0	0.089922	6	14.313257
+2500	0	6	hidden	-0.593186	0.010318	0.013767	0	0.032252	44	160.433889
+2500	0	7	hidden	0.564827	0.033348	0.016877	0	0.048709	11	149.520256
+2500	0	8	hidden	-0.015054	0.038150	0.022715	0	0.063694	3	170.796224
+2500	0	0	input	-0.011699	0.042197	0.025923	0	0.072534	9	69.519789
+2500	0	1	input	-0.705714	0.065947	0.042953	0	0.121116	6	191.305545
+2500	0	2	input	-0.154514	0.039394	0.022189	0	0.064183	7	153.288290
+2500	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2500	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2500	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2500	1	0	input	-1.068074	0.058973	0.034185	0	0.096936	4	157.423065
+2500	1	1	input	-0.862833	0.062422	0.032605	0	0.093866	5	60.609739
+2500	1	2	input	-0.380125	0.044337	0.032616	0	0.089121	7	140.354226
+2500	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2500	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2500	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2500	2	0	input	-1.641332	0.057530	0.037133	0	0.104766	7	18.972654
+2500	2	1	input	0.924322	0.043214	0.027533	0	0.079913	9	113.010897
+2500	2	2	input	-1.353125	0.041032	0.027263	0	0.077101	9	27.396813
+2600	0	6	hidden	-0.045293	0.032135	0.017596	0	0.049622	3	157.964056
+2600	0	7	hidden	0.325559	0.049020	0.020117	0	0.061211	4	146.966676
+2600	0	8	hidden	0.058164	0.035548	0.022323	0	0.062542	9	174.696973
+2600	0	0	input	-0.927596	0.055589	0.028811	0	0.084825	4	64.057264
+2600	0	1	input	-0.722148	0.062860	0.042481	-1	0.128950	1	187.666059
+2600	0	2	input	-0.063872	0.040876	0.022261	0	0.064774	3	150.442949
+2600	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2600	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2600	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2600	1	0	input	-1.010303	0.067691	0.035115	0	0.101318	1	155.024096
+2600	1	1	input	-0.521826	0.064463	0.034125	0	0.099153	1	60.391862
+2600	1	2	input	0.769690	0.043417	0.030077	0	0.081169	6	140.094299
+2600	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2600	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2600	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2600	2	0	input	0.318642	0.059227	0.037536	0	0.106118	1	17.394396
+2600	2	1	input	-0.667107	0.059487	0.028147	0	0.081707	2	112.566326
+2600	2	2	input	0.476195	0.032534	0.024152	0	0.065531	11	37.124086
+2700	0	6	hidden	-0.239467	0.034556	0.018633	0	0.053971	1	156.582806
+2700	0	7	hidden	0.761081	0.048908	0.022594	0	0.069723	4	146.971526
+2700	0	8	hidden	-0.436180	0.026648	0.019990	0	0.053660	7	174.033854
+2700	0	0	input	-0.660984	0.062117	0.032505	0	0.097917	6	51.182866
+2700	0	1	input	-0.639971	0.074329	0.044379	0	0.127088	1	187.695491
+2700	0	2	input	0.668661	0.031833	0.020221	0	0.056654	5	151.935016
+2700	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2700	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2700	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2700	1	0	input	-1.657602	0.053064	0.033445	-1	0.103968	1	154.549663
+2700	1	1	input	-0.547403	0.056533	0.033167	0	0.094363	3	66.685159
+2700	1	2	input	-0.250296	0.052649	0.030737	0	0.086140	4	138.624277
+2700	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2700	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2700	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2700	2	0	input	0.266797	0.055730	0.036450	0	0.102268	4	20.426493
+2700	2	1	input	-0.404743	0.049964	0.029359	0	0.083950	16	100.437454
+2700	2	2	input	-0.190274	0.047846	0.025740	0	0.072741	1	28.644981
+2800	0	6	hidden	0.060698	0.042951	0.021395	0	0.064549	4	158.662766
+2800	0	7	hidden	0.047209	0.045172	0.022644	0	0.068644	2	145.147648
+2800	0	8	hidden	0.023213	0.044349	0.022413	0	0.064591	7	173.363448
+2800	0	0	input	0.152053	0.063938	0.035112	0	0.105668	3	38.301690
+2800	0	1	input	0.034961	0.051422	0.039638	0	0.107668	5	190.573806
+2800	0	2	input	0.054382	0.022981	0.018360	0	0.049315	20	153.288290
+2800	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2800	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2800	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2800	1	0	input	1.022914	0.047114	0.033436	0	0.093025	11	160.020604
+2800	1	1	input	-0.774127	0.051979	0.029391	0	0.081068	4	86.228298
+2800	1	2	input	-0.185683	0.047778	0.030740	0	0.085978	12	140.354226
+2800	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2800	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2800	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2800	2	0	input	-1.225334	0.061544	0.037599	0	0.107348	5	15.512669
+2800	2	1	input	0.512526	0.050761	0.028927	0	0.082331	4	99.925306
+2800	2	2	input	0.861788	0.038389	0.023712	0	0.065927	7	36.634116
+2900	0	6	hidden	-0.046323	0.043694	0.023288	0	0.070426	7	160.433889
+2900	0	7	hidden	-0.050247	0.037071	0.022235	0	0.065326	8	149.520256
+2900	0	8	hidden	-0.037903	0.046132	0.023725	0	0.068765	8	174.672722
+2900	0	0	input	-0.671540	0.063653	0.035285	0	0.104210	5	32.846062
+2900	0	1	input	-0.037888	0.039423	0.034455	0	0.089226	10	191.675056
+2900	0	2	input	0.824793	0.038754	0.021181	0	0.061566	7	153.288290
+2900	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+2900	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+2900	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+2900	1	0	input	-1.183022	0.052762	0.032754	0	0.092017	4	157.386022
+2900	1	1	input	0.871001	0.045646	0.030095	0	0.084334	12	92.586408
+2900	1	2	input	-0.366884	0.058687	0.032776	0	0.094074	3	137.881692
+2900	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+2900	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+2900	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+2900	2	0	input	-0.140000	0.055390	0.036459	-1	0.112607	1	10.110566
+2900	2	1	input	0.438858	0.051761	0.028884	-1	0.092467	1	89.304874
+2900	2	2	input	0.857152	0.058672	0.029624	0	0.089284	3	13.522609
+3000	0	6	hidden	-0.234179	0.043752	0.024674	-1	0.084279	1	156.630798
+3000	0	7	hidden	0.038681	0.042758	0.023932	0	0.071362	5	147.681541
+3000	0	8	hidden	-0.185488	0.036694	0.023007	-1	0.075181	1	170.225102
+3000	0	0	input	-0.707413	0.064149	0.036466	0	0.107749	5	26.174928
+3000	0	1	input	-0.089041	0.039491	0.031880	0	0.081728	1	187.704840
+3000	0	2	input	0.003979	0.023881	0.018856	0	0.051493	26	153.288290
+3000	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3000	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3000	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3000	1	0	input	-1.681245	0.065226	0.036019	0	0.105387	1	153.232965
+3000	1	1	input	-0.080444	0.047916	0.029526	0	0.083493	7	105.562379
+3000	1	2	input	0.372564	0.053917	0.032086	0	0.090676	6	140.108498
+3000	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3000	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3000	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3000	2	0	input	0.394728	0.055769	0.036924	0	0.103937	7	20.338990
+3000	2	1	input	-0.697180	0.049925	0.030238	0	0.087089	9	87.335138
+3000	2	2	input	0.403837	0.027161	0.023521	0	0.062914	19	40.970404
+3100	0	6	hidden	0.642622	0.046041	0.025439	0	0.077033	9	160.433889
+3100	0	7	hidden	0.089374	0.034186	0.022542	0	0.065227	14	149.520256
+3100	0	8	hidden	0.328572	0.040398	0.023868	0	0.068717	9	174.696973
+3100	0	0	input	-0.724071	0.063212	0.036591	0	0.107839	6	25.498876
+3100	0	1	input	-0.259613	0.045097	0.032351	0	0.084549	1	187.712139
+3100	0	2	input	0.141307	0.019093	0.017761	0	0.047066	35	153.288290
+3100	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3100	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3100	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3100	1	0	input	-1.613507	0.054128	0.035487	-1	0.110981	1	152.327744
+3100	1	1	input	0.432889	0.063926	0.031359	0	0.092001	2	111.825437
+3100	1	2	input	0.760940	0.066984	0.034262	0	0.100246	1	136.415337
+3100	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3100	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3100	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3100	2	0	input	-0.109564	0.069115	0.039655	0	0.114934	1	8.981231
+3100	2	1	input	0.989848	0.034063	0.027150	0	0.074040	23	98.624888
+3100	2	2	input	-0.032530	0.044955	0.025599	0	0.072951	1	28.707956
+3200	0	6	hidden	-0.238098	0.031639	0.023820	-1	0.077993	1	156.622047
+3200	0	7	hidden	0.062321	0.032689	0.022017	0	0.062436	4	146.970527
+3200	0	8	hidden	0.636614	0.024491	0.020888	0	0.056164	22	174.696973
+3200	0	0	input	-0.680821	0.065829	0.038137	0	0.112270	3	20.333072
+3200	0	1	input	0.026604	0.018894	0.025040	0	0.058307	34	191.675056
+3200	0	2	input	0.022316	0.020770	0.016674	0	0.043997	13	153.288290
+3200	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3200	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3200	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3200	1	0	input	0.015135	0.051910	0.034985	-1	0.108231	1	154.312887
+3200	1	1	input	-0.720010	0.052911	0.032893	0	0.095111	7	111.620214
+3200	1	2	input	-0.168045	0.051436	0.033051	0	0.093849	6	140.103424
+3200	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3200	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3200	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3200	2	0	input	-1.469415	0.054329	0.037317	-1	0.114273	1	11.178754
+3200	2	1	input	0.447793	0.039195	0.027137	0	0.074968	12	98.138460
+3200	2	2	input	1.006121	0.041193	0.026657	0	0.076132	15	27.081798
+3300	0	6	hidden	-0.000268	0.028029	0.022696	0	0.062728	18	160.433889
+3300	0	7	hidden	0.867131	0.009389	0.015772	0	0.037822	54	149.520256
+3300	0	8	hidden	-0.062681	0.035985	0.021294	0	0.059654	2	170.805770
+3300	0	0	input	0.563132	0.066225	0.039266	0	0.115031	5	18.385303
+3300	0	1	input	0.013789	0.014277	0.020011	0	0.043636	18	191.675056
+3300	0	2	input	0.616702	0.016525	0.014122	0	0.035574	11	153.288290
+3300	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3300	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3300	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3300	1	0	input	-1.675655	0.055242	0.036164	0	0.102304	7	157.985694
+3300	1	1	input	-0.764164	0.053221	0.034938	0	0.100174	5	104.798506
+3300	1	2	input	0.415557	0.045827	0.031920	0	0.088757	8	140.354226
+3300	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3300	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3300	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3300	2	0	input	0.408487	0.053408	0.037273	0	0.103811	9	22.591520
+3300	2	1	input	-0.694051	0.044139	0.028834	0	0.081577	7	86.039698
+3300	2	2	input	-0.540791	0.039772	0.025832	0	0.072936	12	28.922190
+3400	0	6	hidden	0.339236	0.020197	0.019985	0	0.052167	23	160.433889
+3400	0	7	hidden	0.034964	0.032888	0.017703	0	0.048986	3	145.855823
+3400	0	8	hidden	0.234139	0.010336	0.015254	0	0.036139	52	174.696973
+3400	0	0	input	0.084077	0.040169	0.033884	0	0.091981	8	33.839022
+3400	0	1	input	0.681342	0.026654	0.020248	0	0.049580	12	191.675056
+3400	0	2	input	-0.220973	0.021488	0.014150	0	0.037551	8	153.288290
+3400	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3400	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3400	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3400	1	0	input	0.484269	0.053794	0.035450	0	0.099454	8	158.246526
+3400	1	1	input	1.113749	0.049387	0.031882	0	0.088666	7	117.752403
+3400	1	2	input	-0.016562	0.050635	0.031379	0	0.087459	4	138.634350
+3400	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3400	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3400	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3400	2	0	input	-0.109709	0.070802	0.040019	0	0.115897	1	7.489864
+3400	2	1	input	-0.898843	0.025754	0.024007	-1	0.071920	1	98.824527
+3400	2	2	input	0.409556	0.030710	0.023215	0	0.062910	13	39.637065
+3500	0	6	hidden	0.086806	0.012710	0.016260	0	0.039138	28	160.433889
+3500	0	7	hidden	0.075046	0.009447	0.012682	0	0.029676	53	149.520256
+3500	0	8	hidden	0.308068	0.015340	0.014687	0	0.036254	26	174.696973
+3500	0	0	input	0.083899	0.035108	0.030225	0	0.079140	7	43.251562
+3500	0	1	input	0.157301	0.021381	0.018378	0	0.045033	24	191.675056
+3500	0	2	input	0.040397	0.040983	0.019783	0	0.060096	12	153.288290
+3500	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3500	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3500	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3500	1	0	input	-0.009791	0.067226	0.038743	0	0.112384	2	151.142728
+3500	1	1	input	0.745990	0.049718	0.031594	0	0.088346	8	124.149190
+3500	1	2	input	0.265709	0.043577	0.029495	0	0.081029	3	137.888624
+3500	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3500	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3500	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3500	2	0	input	-1.677655	0.054841	0.037552	-1	0.114955	1	10.707955
+3500	2	1	input	0.444557	0.036515	0.023351	0	0.061741	16	120.209153
+3500	2	2	input	0.306058	0.042343	0.023853	0	0.067032	6	36.008631
+3600	0	6	hidden	-0.017258	0.019874	0.013839	0	0.032730	10	160.433889
+3600	0	7	hidden	-0.015291	0.019742	0.013134	0	0.034086	7	149.107594
+3600	0	8	hidden	-0.041270	0.027476	0.016447	0	0.045201	10	174.696973
+3600	0	0	input	-0.098844	0.038812	0.027621	0	0.071436	11	52.667982
+3600	0	1	input	0.263243	0.025906	0.018883	0	0.049284	18	191.675056
+3600	0	2	input	0.100174	0.026756	0.018133	0	0.051925	18	153.288290
+3600	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3600	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3600	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3600	1	0	input	-1.253623	0.059503	0.038557	0	0.109783	8	149.730254
+3600	1	1	input	0.920345	0.054764	0.033041	0	0.094076	4	123.873641
+3600	1	2	input	0.470230	0.056780	0.032342	0	0.093407	2	137.153497
+3600	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3600	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3600	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3600	2	0	input	-1.506801	0.062891	0.039472	0	0.112377	4	14.598758
+3600	2	1	input	0.246437	0.061403	0.028894	0	0.084773	2	96.431798
+3600	2	2	input	0.757255	0.048153	0.027387	0	0.080057	7	22.363746
+3700	0	6	hidden	0.057805	0.034677	0.017665	0	0.049951	5	159.353637
+3700	0	7	hidden	-0.757230	0.021521	0.013413	-1	0.046414	1	144.932507
+3700	0	8	hidden	0.095804	0.014134	0.013671	0	0.034618	32	174.696973
+3700	0	0	input	-0.173712	0.025244	0.023631	-1	0.068144	1	62.992809
+3700	0	1	input	0.063336	0.035141	0.019778	0	0.055014	4	189.854174
+3700	0	2	input	0.159271	0.032464	0.019016	0	0.055294	8	153.288290
+3700	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3700	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3700	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3700	1	0	input	0.167399	0.058945	0.038210	0	0.107629	3	148.307678
+3700	1	1	input	0.897348	0.053126	0.032335	0	0.091221	5	130.217555
+3700	1	2	input	0.527305	0.057534	0.033906	0	0.098434	5	139.383480
+3700	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3700	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3700	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3700	2	0	input	-1.229599	0.059058	0.038916	0	0.109802	8	17.801053
+3700	2	1	input	-0.991638	0.041161	0.025529	0	0.071404	6	119.332223
+3700	2	2	input	-0.958012	0.034019	0.024311	0	0.067112	5	35.108078
+3800	0	6	hidden	0.084201	0.023262	0.016468	0	0.044942	19	160.433889
+3800	0	7	hidden	0.529035	0.027584	0.015397	0	0.044528	10	149.520256
+3800	0	8	hidden	-0.209969	0.015137	0.011995	-1	0.040037	1	170.197291
+3800	0	0	input	0.102114	0.043777	0.026676	0	0.073226	9	64.071477
+3800	0	1	input	0.992317	0.040710	0.022101	0	0.064446	11	191.675056
+3800	0	2	input	-0.061455	0.041796	0.021637	0	0.065166	6	152.681830
+3800	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3800	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3800	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3800	1	0	input	-0.013169	0.056901	0.038077	-1	0.116914	1	141.745872
+3800	1	1	input	0.257600	0.059137	0.035312	0	0.102264	5	123.404007
+3800	1	2	input	-0.229664	0.055729	0.034514	0	0.099201	6	140.125190
+3800	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3800	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3800	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3800	2	0	input	-1.689046	0.065184	0.040312	0	0.115062	3	12.572830
+3800	2	1	input	0.406438	0.055087	0.027479	0	0.080536	3	118.960023
+3800	2	2	input	-0.313664	0.039786	0.024418	0	0.068776	4	33.317987
+3900	0	6	hidden	-0.194690	0.032932	0.017966	0	0.051860	6	160.045533
+3900	0	7	hidden	-0.194464	0.013567	0.012868	-1	0.043888	1	144.934473
+3900	0	8	hidden	0.021850	0.027639	0.014478	0	0.041293	4	172.100742
+3900	0	0	input	-0.677835	0.057581	0.029463	0	0.085861	3	58.610968
+3900	0	1	input	0.691963	0.024256	0.019608	0	0.053484	25	191.675056
+3900	0	2	input	-0.411115	0.036444	0.021509	0	0.063226	8	153.288290
+3900	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+3900	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+3900	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+3900	1	0	input	0.268604	0.064538	0.039813	0	0.113616	3	139.790311
+3900	1	1	input	0.872581	0.050181	0.030202	0	0.082314	11	142.846416
+3900	1	2	input	-0.929426	0.047594	0.031344	0	0.086747	2	137.162342
+3900	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+3900	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+3900	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+3900	2	0	input	-1.645014	0.058793	0.039338	0	0.110544	7	18.149739
+3900	2	1	input	0.757152	0.059842	0.032836	0	0.098443	5	83.566486
+3900	2	2	input	0.331880	0.060895	0.030208	0	0.091474	1	11.432484
+4000	0	6	hidden	-0.066456	0.029262	0.018562	0	0.053266	14	160.433889
+4000	0	7	hidden	-0.257019	0.017437	0.013015	-1	0.045142	1	144.931612
+4000	0	8	hidden	-0.301193	0.041711	0.018499	0	0.057277	6	172.730334
+4000	0	0	input	-0.715547	0.063858	0.033054	0	0.099034	5	45.716957
+4000	0	1	input	-0.252836	0.014592	0.016039	-1	0.050222	1	187.649644
+4000	0	2	input	-0.014373	0.027300	0.020883	0	0.058925	24	153.288290
+4000	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4000	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4000	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4000	1	0	input	-1.385871	0.070192	0.041164	0	0.118677	1	132.694843
+4000	1	1	input	0.171029	0.061689	0.034373	0	0.099995	5	136.027686
+4000	1	2	input	-1.123477	0.065106	0.033613	0	0.097214	2	137.170824
+4000	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4000	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4000	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4000	2	0	input	0.361924	0.063902	0.040439	0	0.114705	5	13.762392
+4000	2	1	input	0.584950	0.065383	0.032285	0	0.093053	6	71.503256
+4000	2	2	input	0.672671	0.050481	0.029682	0	0.086759	3	19.077512
+4100	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4100	0	7	hidden	-0.204718	0.035266	0.017175	0	0.051997	6	148.403038
+4100	0	8	hidden	0.070051	0.048404	0.022992	0	0.072663	10	174.696973
+4100	0	0	input	0.520832	0.063343	0.035457	0	0.106059	7	32.901163
+4100	0	1	input	0.752813	0.025082	0.017265	0	0.046729	14	191.675056
+4100	0	2	input	0.088553	0.017408	0.017084	0	0.044302	15	153.288290
+4100	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4100	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4100	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4100	1	0	input	-0.184464	0.057185	0.038293	0	0.106877	6	136.944284
+4100	1	1	input	-0.577910	0.062871	0.033770	0	0.097511	1	139.393384
+4100	1	2	input	0.908793	0.063634	0.033384	0	0.096422	4	138.637198
+4100	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4100	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4100	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4100	2	0	input	-1.234436	0.059602	0.039421	0	0.110620	7	17.381188
+4100	2	1	input	1.197181	0.073031	0.030665	0	0.086818	5	71.065383
+4100	2	2	input	0.514721	0.044970	0.029123	0	0.083189	8	23.403685
+4200	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4200	0	7	hidden	-0.495690	0.021734	0.016003	0	0.045502	29	149.520256
+4200	0	8	hidden	-0.515319	0.032825	0.020685	0	0.061057	9	174.696973
+4200	0	0	input	-0.652064	0.069884	0.037609	0	0.112866	1	21.714713
+4200	0	1	input	0.177815	0.007203	0.012367	0	0.028306	64	191.675056
+4200	0	2	input	-0.183714	0.024040	0.016444	0	0.043832	6	152.682588
+4200	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4200	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4200	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4200	1	0	input	-0.028397	0.057711	0.038168	0	0.107012	7	135.460349
+4200	1	1	input	-0.779090	0.040329	0.030648	0	0.084013	18	146.040437
+4200	1	2	input	-0.786380	0.048624	0.029777	0	0.083216	4	138.638468
+4200	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4200	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4200	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4200	2	0	input	-1.628921	0.069291	0.040903	0	0.117253	1	8.859858
+4200	2	1	input	1.109241	0.073080	0.029653	0	0.083664	2	70.574388
+4200	2	2	input	0.946524	0.031953	0.025012	0	0.067303	16	36.517530
+4300	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4300	0	7	hidden	0.152518	0.019777	0.013787	0	0.037423	1	144.843292
+4300	0	8	hidden	-0.000454	0.035087	0.020926	0	0.061304	6	173.380088
+4300	0	0	input	-0.721224	0.069779	0.039042	0	0.116347	3	17.780188
+4300	0	1	input	-0.041786	0.015273	0.011167	0	0.026909	2	188.423020
+4300	0	2	input	0.361361	0.015766	0.013856	0	0.034871	18	153.288290
+4300	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4300	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4300	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4300	1	0	input	0.263687	0.055151	0.036518	0	0.101474	4	139.656253
+4300	1	1	input	-0.843033	0.049715	0.030862	0	0.086312	7	143.341584
+4300	1	2	input	0.332836	0.059342	0.032448	-1	0.103754	1	136.426509
+4300	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4300	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4300	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4300	2	0	input	-1.282854	0.058750	0.039624	0	0.111247	9	18.234358
+4300	2	1	input	0.668176	0.074468	0.030534	0	0.087036	4	58.433600
+4300	2	2	input	-1.271877	0.053887	0.027260	0	0.079473	1	23.026796
+4400	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4400	0	7	hidden	-0.633019	0.011204	0.011706	0	0.029588	37	149.520256
+4400	0	8	hidden	0.227224	0.038972	0.022752	0	0.067335	9	174.696973
+4400	0	0	input	-0.753569	0.063845	0.038164	0	0.111188	1	20.321825
+4400	0	1	input	0.625062	0.013720	0.010110	0	0.024816	16	191.675056
+4400	0	2	input	-0.655648	0.026638	0.015773	0	0.043936	9	153.288290
+4400	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4400	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4400	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4400	1	0	input	-0.244990	0.053356	0.035711	0	0.099449	10	143.941062
+4400	1	1	input	0.315259	0.035538	0.027195	-1	0.082275	1	140.887600
+4400	1	2	input	-1.046428	0.054581	0.034835	0	0.100313	8	140.354226
+4400	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4400	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4400	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4400	2	0	input	0.316178	0.059537	0.039069	0	0.109636	7	17.414716
+4400	2	1	input	0.490172	0.047327	0.027035	1	0.082498	1	59.520606
+4400	2	2	input	1.056118	0.037734	0.023048	0	0.063563	5	43.327765
+4500	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4500	0	7	hidden	0.005004	0.043726	0.018341	0	0.057187	1	144.844892
+4500	0	8	hidden	0.662672	0.049086	0.026159	0	0.079392	8	174.607966
+4500	0	0	input	-0.869991	0.068666	0.039476	0	0.115493	2	16.995031
+4500	0	1	input	0.266147	0.018536	0.011114	0	0.030121	12	191.675056
+4500	0	2	input	0.090074	0.034597	0.017428	0	0.051131	4	151.201670
+4500	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4500	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4500	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4500	1	0	input	0.323290	0.060718	0.035892	0	0.102133	1	148.206670
+4500	1	1	input	-0.780443	0.039580	0.027122	0	0.074282	4	142.719242
+4500	1	2	input	-1.197562	0.035537	0.030283	0	0.080337	11	140.354226
+4500	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4500	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4500	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4500	2	0	input	-1.245691	0.057264	0.038551	0	0.107852	8	19.330431
+4500	2	1	input	1.125896	0.085384	0.031057	0	0.090355	3	46.043351
+4500	2	2	input	-0.477890	0.044562	0.026703	0	0.077355	1	26.326061
+4600	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4600	0	7	hidden	0.100320	0.012550	0.013136	0	0.034633	51	149.520256
+4600	0	8	hidden	-0.027280	0.018498	0.020460	0	0.054363	46	174.696973
+4600	0	0	input	-0.692336	0.068240	0.040307	0	0.117486	4	16.499225
+4600	0	1	input	-0.000431	0.029614	0.013928	0	0.041814	2	188.416657
+4600	0	2	input	0.001757	0.027964	0.016556	0	0.047298	2	149.704492
+4600	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4600	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4600	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4600	1	0	input	-0.018960	0.063659	0.037492	0	0.108315	5	146.787042
+4600	1	1	input	0.342160	0.061642	0.031517	0	0.093189	1	139.291726
+4600	1	2	input	-0.102377	0.060662	0.032375	1	0.100975	1	136.388333
+4600	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4600	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4600	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4600	2	0	input	-0.679972	0.059228	0.038407	0	0.108046	6	17.489530
+4600	2	1	input	0.248004	0.082055	0.031727	0	0.092081	4	33.972213
+4600	2	2	input	0.329797	0.034402	0.023783	-1	0.074964	1	27.676216
+4700	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4700	0	7	hidden	0.620820	0.003604	0.009410	0	0.020980	101	149.520256
+4700	0	8	hidden	0.595059	0.028683	0.020647	0	0.056509	12	174.696973
+4700	0	0	input	-0.722554	0.067600	0.040850	0	0.118391	4	16.597458
+4700	0	1	input	-0.066044	0.008505	0.009977	0	0.025329	52	191.675056
+4700	0	2	input	-0.337886	0.043432	0.020096	0	0.061581	3	150.453805
+4700	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4700	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4700	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4700	1	0	input	1.044939	0.066605	0.039700	0	0.115131	3	139.685648
+4700	1	1	input	0.322105	0.051919	0.030206	0	0.086440	7	144.014938
+4700	1	2	input	-0.848759	0.047242	0.031237	0	0.086033	5	139.365234
+4700	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4700	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4700	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4700	2	0	input	-1.625771	0.065816	0.038887	0	0.111155	3	11.717474
+4700	2	1	input	0.729484	0.029682	0.022626	0	0.056302	22	80.219694
+4700	2	2	input	-0.645108	0.046159	0.027322	0	0.079159	8	23.269054
+4800	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4800	0	7	hidden	-0.497401	0.006703	0.008585	0	0.019669	36	149.520256
+4800	0	8	hidden	0.038507	0.037632	0.022633	0	0.064819	10	174.696973
+4800	0	0	input	0.144883	0.065565	0.041130	0	0.118270	6	17.480824
+4800	0	1	input	0.077901	0.012222	0.009276	0	0.023995	14	191.675056
+4800	0	2	input	0.264657	0.046335	0.022498	0	0.069481	1	148.963917
+4800	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4800	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4800	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4800	1	0	input	-1.694491	0.067980	0.039746	0	0.114684	1	138.255735
+4800	1	1	input	-0.764683	0.044493	0.028210	-1	0.086652	1	140.894874
+4800	1	2	input	-0.550868	0.059045	0.033581	0	0.097074	6	140.097446
+4800	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4800	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4800	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4800	2	0	input	0.400639	0.061520	0.038826	0	0.110335	7	15.755503
+4800	2	1	input	0.258832	0.075184	0.027268	0	0.078862	7	68.114758
+4800	2	2	input	-0.997462	0.060303	0.031546	0	0.094543	2	10.986719
+4900	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+4900	0	7	hidden	0.211149	0.035686	0.014233	0	0.044031	4	146.984127
+4900	0	8	hidden	-0.378197	0.030862	0.021948	0	0.061372	19	174.696973
+4900	0	0	input	-0.656164	0.063551	0.041217	0	0.117556	6	18.530692
+4900	0	1	input	0.202276	0.031701	0.014377	0	0.044531	10	191.675056
+4900	0	2	input	-0.154579	0.035110	0.021959	-1	0.074801	1	149.012492
+4900	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+4900	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+4900	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+4900	1	0	input	0.834850	0.060756	0.039164	0	0.111216	7	136.832115
+4900	1	1	input	1.018737	0.028868	0.026684	0	0.070397	31	146.040437
+4900	1	2	input	-0.143236	0.044757	0.027824	0	0.075083	9	140.354226
+4900	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+4900	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+4900	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+4900	2	0	input	0.376825	0.067091	0.040484	0	0.116419	4	10.938786
+4900	2	1	input	1.356791	0.085416	0.031223	0	0.092694	6	44.408457
+4900	2	2	input	-0.237278	0.049436	0.031520	0	0.091079	12	19.254485
+5000	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5000	0	7	hidden	0.246077	0.029173	0.014409	0	0.043709	9	149.520256
+5000	0	8	hidden	-0.535888	0.035665	0.023375	0	0.066696	16	174.696973
+5000	0	0	input	-0.706522	0.063256	0.041311	0	0.117304	7	18.772990
+5000	0	1	input	0.585073	0.037322	0.016601	0	0.052453	7	191.675056
+5000	0	2	input	-0.514138	0.030698	0.021446	0	0.061322	9	153.288290
+5000	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5000	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5000	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5000	1	0	input	0.803207	0.068715	0.039609	0	0.114036	1	135.416447
+5000	1	1	input	-0.201522	0.044068	0.028564	0	0.079711	5	143.388184
+5000	1	2	input	-1.171980	0.045963	0.029432	0	0.082781	13	140.354226
+5000	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5000	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5000	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5000	2	0	input	0.430531	0.055354	0.039109	0	0.109314	11	21.129210
+5000	2	1	input	1.042402	0.035808	0.024120	0	0.062904	33	78.963101
+5000	2	2	input	0.871732	0.026030	0.024438	0	0.063160	24	42.422434
+5100	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5100	0	7	hidden	0.145872	0.044460	0.014816	0	0.045258	1	144.846585
+5100	0	8	hidden	-0.045016	0.026552	0.022187	0	0.060801	27	174.696973
+5100	0	0	input	-0.710129	0.074511	0.043547	0	0.126111	1	12.372956
+5100	0	1	input	-0.666574	0.016981	0.013787	0	0.039025	32	191.675056
+5100	0	2	input	-0.002985	0.024268	0.019338	0	0.052766	14	153.288290
+5100	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5100	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5100	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5100	1	0	input	0.233337	0.058553	0.038921	0	0.109966	6	133.969881
+5100	1	1	input	-0.826242	0.046838	0.029740	0	0.084318	3	142.110619
+5100	1	2	input	-0.450806	0.057952	0.031949	0	0.092243	6	140.076797
+5100	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5100	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5100	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5100	2	0	input	0.296999	0.058787	0.038702	0	0.108493	6	17.944303
+5100	2	1	input	0.910421	0.079844	0.029225	0	0.084936	1	55.112791
+5100	2	2	input	0.670185	0.045628	0.027737	0	0.078825	8	24.614389
+5200	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5200	0	7	hidden	-0.377165	0.037558	0.016653	0	0.051353	8	149.520256
+5200	0	8	hidden	0.884152	0.014219	0.017820	0	0.044246	30	174.696973
+5200	0	0	input	-0.064804	0.058263	0.041008	0	0.114716	11	21.353926
+5200	0	1	input	0.578459	0.020605	0.013792	0	0.039035	7	191.675056
+5200	0	2	input	-0.145001	0.022390	0.017796	0	0.047430	11	153.288290
+5200	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5200	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5200	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5200	1	0	input	-1.661924	0.059758	0.037523	0	0.105786	5	138.223354
+5200	1	1	input	1.133422	0.072833	0.030873	0	0.088803	7	143.877996
+5200	1	2	input	0.755137	0.056377	0.032241	0	0.093223	1	136.408987
+5200	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5200	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5200	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5200	2	0	input	-0.104387	0.067872	0.040400	0	0.115688	1	10.135540
+5200	2	1	input	-0.192705	0.067286	0.028639	0	0.081379	8	54.636013
+5200	2	2	input	-0.947132	0.046174	0.026503	0	0.074643	6	27.287857
+5300	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5300	0	7	hidden	0.089100	0.010780	0.011927	0	0.031101	58	149.520256
+5300	0	8	hidden	0.674111	0.017093	0.016576	0	0.041475	24	174.696973
+5300	0	0	input	0.151594	0.057431	0.039448	0	0.109338	7	22.984167
+5300	0	1	input	-0.566764	0.031226	0.015962	0	0.047808	7	191.675056
+5300	0	2	input	-0.520712	0.026026	0.018470	0	0.050724	21	153.288290
+5300	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5300	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5300	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5300	1	0	input	-1.323822	0.067083	0.038637	0	0.111227	1	136.798704
+5300	1	1	input	0.580097	0.053453	0.028563	0	0.077829	10	146.040437
+5300	1	2	input	0.458161	0.041533	0.029894	0	0.082736	7	140.354226
+5300	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5300	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5300	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5300	2	0	input	0.390919	0.060838	0.039535	0	0.111681	6	16.324138
+5300	2	1	input	1.351564	0.063122	0.028087	0	0.078808	2	54.173719
+5300	2	2	input	-0.649379	0.037166	0.025430	0	0.070715	6	31.289226
+5400	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5400	0	7	hidden	0.119840	0.034394	0.015566	0	0.047056	4	146.978427
+5400	0	8	hidden	0.591827	0.025720	0.017601	0	0.047398	16	174.696973
+5400	0	0	input	-0.697626	0.060002	0.039781	-1	0.121127	1	14.635748
+5400	0	1	input	0.357480	0.020774	0.015092	-1	0.052806	1	187.674566
+5400	0	2	input	0.667007	0.040892	0.021161	0	0.062253	2	149.701538
+5400	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5400	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5400	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5400	1	0	input	0.719564	0.059139	0.037153	0	0.105155	1	140.995758
+5400	1	1	input	-0.075524	0.079157	0.030314	0	0.086895	2	141.345877
+5400	1	2	input	-1.257127	0.045747	0.029168	0	0.081529	5	139.374847
+5400	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5400	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5400	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5400	2	0	input	-1.361346	0.059918	0.039016	0	0.109845	6	17.066269
+5400	2	1	input	0.784108	0.046243	0.023094	0	0.061191	8	88.724340
+5400	2	2	input	0.513511	0.033368	0.024383	0	0.066684	7	35.440154
+5500	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5500	0	7	hidden	0.119840	0.034394	0.015566	0	0.047056	4	146.978427
+5500	0	8	hidden	0.397440	0.022118	0.016540	0	0.044030	15	174.696973
+5500	0	0	input	-0.497751	0.072130	0.042338	0	0.121810	2	14.092319
+5500	0	1	input	-0.217653	0.020014	0.014641	-1	0.050782	1	187.647862
+5500	0	2	input	0.151745	0.050437	0.023585	0	0.071929	1	148.969335
+5500	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5500	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5500	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5500	1	0	input	-1.797174	0.061361	0.036684	0	0.104381	4	145.208880
+5500	1	1	input	0.111101	0.085064	0.032879	0	0.096005	6	138.648394
+5500	1	2	input	-0.796273	0.054241	0.031367	0	0.089288	5	139.363958
+5500	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5500	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5500	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5500	2	0	input	-1.206146	0.056246	0.037198	0	0.103742	7	19.946481
+5500	2	1	input	1.149344	0.064326	0.026898	0	0.077127	15	76.532624
+5500	2	2	input	-0.214983	0.037437	0.024291	0	0.067566	5	33.170535
+5600	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5600	0	7	hidden	0.119840	0.034394	0.015566	0	0.047056	4	146.978427
+5600	0	8	hidden	0.316343	0.031136	0.017893	0	0.050605	8	174.678641
+5600	0	0	input	-0.657841	0.042695	0.036158	0	0.096477	7	31.489098
+5600	0	1	input	-0.118634	0.041306	0.020123	0	0.062076	4	189.852945
+5600	0	2	input	0.089675	0.031648	0.020937	0	0.059629	5	151.936379
+5600	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5600	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5600	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5600	1	0	input	-0.185045	0.066077	0.038011	0	0.109848	2	143.776681
+5600	1	1	input	0.470520	0.066941	0.030598	0	0.085770	10	146.040437
+5600	1	2	input	-1.076660	0.042736	0.030549	0	0.084284	13	140.354226
+5600	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5600	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5600	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5600	2	0	input	0.371234	0.063252	0.039305	0	0.112133	6	14.244347
+5600	2	1	input	-0.163229	0.067039	0.027335	0	0.078122	5	76.038984
+5600	2	2	input	-0.726261	0.043972	0.026290	0	0.075794	7	25.863199
+5700	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5700	0	7	hidden	0.119840	0.034394	0.015566	0	0.047056	4	146.978427
+5700	0	8	hidden	0.491644	0.041434	0.020857	0	0.062428	7	174.035137
+5700	0	0	input	-0.886431	0.068545	0.039843	0	0.113483	1	17.452546
+5700	0	1	input	-0.066883	0.032619	0.018702	0	0.055187	1	187.699930
+5700	0	2	input	0.072177	0.021844	0.018799	0	0.050699	27	153.288290
+5700	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5700	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5700	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5700	1	0	input	0.258220	0.063320	0.038487	0	0.110571	4	142.354123
+5700	1	1	input	0.824161	0.067377	0.030593	0	0.085469	8	144.019877
+5700	1	2	input	0.329246	0.043521	0.030413	-1	0.094132	1	136.385527
+5700	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5700	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5700	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5700	2	0	input	-0.126851	0.065641	0.040593	0	0.116249	5	12.295085
+5700	2	1	input	1.054853	0.037524	0.022278	0	0.058458	22	110.558938
+5700	2	2	input	-0.782925	0.040911	0.025029	0	0.069782	10	32.379664
+5800	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5800	0	7	hidden	0.119840	0.034394	0.015566	0	0.047056	4	146.978427
+5800	0	8	hidden	-0.048173	0.016896	0.016724	0	0.044395	41	174.696973
+5800	0	0	input	-0.649959	0.058318	0.038448	0	0.107661	6	22.514476
+5800	0	1	input	0.047804	0.009371	0.013398	0	0.033434	51	191.675056
+5800	0	2	input	0.000825	0.011792	0.015298	0	0.037599	37	153.288290
+5800	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5800	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5800	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5800	1	0	input	0.360669	0.070076	0.040539	0	0.117708	2	135.249454
+5800	1	1	input	-0.184481	0.057306	0.028646	0	0.077921	8	145.320607
+5800	1	2	input	0.285953	0.063266	0.033100	0	0.096268	1	136.442980
+5800	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5800	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5800	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5800	2	0	input	0.275403	0.036925	0.033606	-1	0.098075	1	26.341114
+5800	2	1	input	-0.237406	0.069567	0.025283	0	0.073055	4	110.128636
+5800	2	2	input	0.264109	0.043793	0.024821	0	0.070080	1	32.190436
+5900	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+5900	0	7	hidden	0.119840	0.034394	0.015566	0	0.047056	4	146.978427
+5900	0	8	hidden	-0.193795	0.020217	0.015977	0	0.042605	20	174.696973
+5900	0	0	input	-0.673497	0.060665	0.039255	-1	0.120833	1	14.098024
+5900	0	1	input	0.088579	0.002690	0.009596	0	0.020249	101	191.675056
+5900	0	2	input	0.080567	0.007905	0.012692	0	0.029125	45	153.288290
+5900	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+5900	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+5900	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+5900	1	0	input	-1.241021	0.056281	0.037966	0	0.106433	8	139.527190
+5900	1	1	input	0.143748	0.075614	0.029116	0	0.082958	6	140.643564
+5900	1	2	input	-1.083078	0.033124	0.027093	-1	0.082085	1	136.380139
+5900	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+5900	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+5900	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+5900	2	0	input	0.980782	0.050061	0.032709	0	0.089567	3	25.344554
+5900	2	1	input	0.200937	0.069124	0.025527	0	0.074183	4	121.335610
+5900	2	2	input	0.692937	0.061409	0.027281	0	0.080951	3	19.978334
+6000	0	6	hidden	-0.017396	0.030922	0.018323	0	0.052520	2	157.285022
+6000	0	7	hidden	0.119840	0.034394	0.015566	0	0.047056	4	146.978427
+6000	0	8	hidden	-0.163666	0.021207	0.015326	-1	0.051052	1	170.225884
+6000	0	0	input	-0.661033	0.071423	0.041747	0	0.120690	2	14.493389
+6000	0	1	input	0.122488	0.019581	0.010834	0	0.027957	11	191.675056
+6000	0	2	input	0.370093	0.023215	0.014867	0	0.040118	20	153.288290
+6000	1	6	hidden	-0.842760	0.021609	0.023285	0	0.058100	23	183.124469
+6000	1	7	hidden	-0.840765	0.053797	0.034655	-1	0.108506	1	129.836195
+6000	1	8	hidden	0.942985	0.044977	0.030224	0	0.084133	9	151.568563
+6000	1	0	input	-1.251101	0.066039	0.038693	0	0.110784	1	138.058489
+6000	1	1	input	0.937189	0.055744	0.026785	0	0.073751	9	146.015806
+6000	1	2	input	-0.267224	0.046154	0.027637	0	0.077251	4	138.633541
+6000	2	6	hidden	-0.227617	0.036247	0.024906	0	0.066521	5	49.906419
+6000	2	7	hidden	-0.436861	0.033018	0.024945	0	0.067914	12	36.667073
+6000	2	8	hidden	-0.686493	0.031114	0.025832	0	0.070175	20	33.272450
+6000	2	0	input	-0.424051	0.057497	0.031375	0	0.088421	2	23.694189
+6000	2	1	input	0.085811	0.069961	0.028119	0	0.081979	8	109.248830
+6000	2	2	input	-1.494688	0.047452	0.026550	0	0.077080	4	23.803988

20260517_165922/trial_003__arch.json

@@ -0,0 +1,50 @@
+{
+  "_meta": {
+    "source": "NxonArchNAS",
+    "trial_id": 3,
+    "sampled_at": "2026-05-17T16:59:23"
+  },
+  "biology": {
+    "metabolic_ramp_per_sec": 11.542544491711581,
+    "max_atrophy": 6.694358707605751,
+    "metabolic_rate_abs_cap_multiple": 38.98619827477866,
+    "idle_explore_seconds": 1.32970975312629,
+    "explore_probability": 0.350848471989088,
+    "mate_cooldown_seconds": 14,
+    "circadian_cycle_ticks": 1181
+  },
+  "neural": {
+    "num_hidden_neurons_default": 6,
+    "connection_probability": 0.35408502307695555,
+    "afferent_synapse_strength": 0.737462091580424,
+    "firing_threshold_excitatory": 0.6654365350387327,
+    "spontaneous_firing_rate": 0.04009746965152188,
+    "intrinsic_timescale_default": 24.90917211846381,
+    "resting_potential_decay": 0.1850438682577613,
+    "sensorimotor_coupling": 0.8805003859422784,
+    "symmetric_stdp": false,
+    "refractory_period_ticks": 7,
+    "post_spike_mp_reset": 0.0032453161017292897,
+    "sphere_topology": "sensory_association_motor",
+    "cross_sphere_coupling": 2.611555709510301,
+    "cryst_capacity": 1.0968895828972658,
+    "free_energy_beta": 1.3862141412722089
+  },
+  "operating_ranges": {
+    "learning_rate": 0.020439552260656982,
+    "plasticity_threshold": 0.5878722675543697,
+    "autoreceptor_coefficient": 0.2443776197740229,
+    "adaptation_tau_ticks": 40.47848796208258,
+    "fitness_g_weight": 0.6089702114381723
+  },
+  "healthy_bands": {},
+  "genetic_lottery": {
+    "intrinsic_timescale_jitter": 4.315032240957006,
+    "firing_threshold_jitter": 0.11679397179458373,
+    "mutation_strength": 0.08894597738537308,
+    "metabolic_rate_multiplier_range": [
+      0.6534937439923721,
+      1.4693809400413333
+    ]
+  }
+}