SGN-lite/sgn/config/sgn_config.json at main · Zhugy-8086/SGN-lite · GitHub

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{
  "INPUT_SOURCE_TYPE": "vector",
  "VECTOR_FORMULA": "mixed",
  "VECTOR_GRID": 8,
  "DATASET_PATH": "",
  "MAX_NEURONS": 256,
  "TOP_K": 6,
  "MAX_LOCKOUT": 120,
  "LEARNING_RATE": {
    "level": 2,
    "index": 2
  },
  "WEAKEN_RATE": {
    "level": 2,
    "index": 1
  },
  "GAMMA": {
    "level": 2,
    "index": 30
  },
  "MAX_TEMPLATES": 500,
  "MAX_ITERATIONS": 100000,
  "SEED": 42,
  "FLIP_PROB": 0.1,
  "NOISE_TYPE": "composite",
  "NOISE_SIGMA": 32.0,
  "NOISE_BLOCK_SIZE": 2,
  "COMPACT_INTERVAL": 100,
  "MODE": "full",
  "LAYER_MAX": 4,
  "D": 64,
  "ENCOURAGE_CNT": 5,
  "ENCOURAGE_BONUS": {
    "level": 2,
    "index": 10
  },
  "SPEED_SAT": {
    "level": 2,
    "index": 120
  },
  "BASE_INIT": {
    "level": 2,
    "index": 50
  },
  "HIT_COUNTER_INIT": 128,
  "MIN_BASE": {
    "level": 2,
    "index": 8
  },
  "INTENSITY_DIFF_THRESH": 1,
  "MIN_MARKED_CNT": 2,
  "OR_THRESH": 85,
  "AND_THRESH": 80,
  "AUTO_DELAY_MS": 50,
  "COLOR_OUTPUT": true,
  "CHART_BACKEND": "auto",
  "STORAGE_BACKEND": "json",
  "AUTOSAVE_STRATEGY": "interval",
  "COLOR_SCHEME": "green",
  "ENABLED_METRICS": [
    "accuracy",
    "confusion",
    "noise_robustness"
  ],
  "TEST_SPLIT": 0.2,
  "VALIDATION_LABELS": [],
  "NOISE_TEST_TYPE": "composite",
  "CROSS_VALIDATE_FOLDS": 0,
  "ENABLE_ADAPTIVE_SILENCE": true,
  "SILENCE_MIN_RATIO": 0.3,
  "SILENCE_MAX_RATIO": 0.8,
  "SILENCE_TRIGGER_PROB": 0.5,
  "SILENCE_SPECIALIZE_THRESHOLD": 10,
  "SILENCE_SPECIALIZED_WEIGHT": 0.3,
  "ENABLE_GRAPH_MODE": false,
  "STACK_DEPTH": 0,
  "PARALLEL_VIEWS": 3,
  "MAX_NODES_PER_LAYER": 50,
  "MAX_TOTAL_NODES": 5000,
  "MAX_FEEDBACK_LOOPS": 3,
  "FEEDBACK_THRESHOLD": 85,
  "DEMOTION_THRESHOLD": 5,
  "LAYER_COVER_THRESHOLD": 1000,
  "GRAPH_SIMILARITY_THRESHOLD": 80,
  "GRAPH_LEARNING_RATE": 0.3,
  "GRAPH_PERSISTENCE": true,
  "INFERENCE_LAYER": 2,
  "ENABLE_NEURON_SPECIALIZATION": false,
  "SPECIALIZATION_SPLIT_THRESHOLD": 20,
  "ENABLE_MULTI_LAYER_NEURON": true,
  "NEURON_LAYER_0_COUNT": 128,
  "NEURON_LAYER_1_COUNT": 64,
  "LAYER1_LEARNING_RATE_SCALE": 0.5,
  "TOP_K_L1": 4,
  "BATCH_TRAIN_ENABLED": true,
  "BATCH_SIZE": 32,
  "BATCH_SHUFFLE": true,
  "BATCH_SHUFFLE_SEED": 0,
  "L0_PEER_COMPARE_ENABLED": true,
  "L0_MERGE_SIMILARITY": 0.75,
  "L0_WEAK_SIGNAL_RATIO": 0.15,
  "L0_BINARIZE_THRESH": 50,
  "L0_MERGE_BUFFER_THRESH": 2,
  "L1_BUCKET_ENABLED": true,
  "L1_BUCKET_BY": "label",
  "L1_CHAIN_ENABLED": true,
  "L1_CHAIN_SIMILARITY": 0.6,
  "L1_DECISION_LAYER": true,
  "L1_FEATURE_LR": 0.3,
  "ACTIVE_SET_DECAY": 0.1,
  "ACTIVE_SET_KEEP_THRESH": 0.3,
  "FEATURE_VARIANCE_THRESH": 100.0,
  "TEMPLATE_PRUNE_RATIO": 0.15,
  "CONSOLIDATE_INTERVAL": 100,
  "NORMALIZE_BY_TEMPLATE": true
}