examples/cascade_autoencoder.json

{
  "_comment": "CascadeSTANNO autoencoder: encoder [16→8→4] + decoder [4→8→16]",
  "stages": [
    {
      "layers": [16, 8, 4],
      "trainer_type": "fixed",
      "learning_rate": 0.05
    },
    {
      "layers": [4, 8, 16],
      "trainer_type": "fixed",
      "learning_rate": 0.05
    }
  ],
  "frozen": [false, false],
  "mode": "endtoend",
  "data": {
    "format": "builtin:sin",
    "n_samples": 256
  },
  "fit": {
    "epochs": 300,
    "batch_size": 32,
    "patience": 30,
    "log_every": 50
  },
  "save_path": "examples/cascade_autoencoder.cascade.pkl"
}