seed: 42
data:
  format_version: tcnd_synthetic_v1
  manifest: data/manifest.json
  samples: 8
  history_steps: 8
  forecast_steps: 4
  interval_hours: 6
  data1d_features: 4
  data3d_channels: 1
  grid: [81, 81]
  environment_features: 73
  basins: [NA, EP, WP, NI, SI, SP]
model:
  hidden_dim: 24
  generators: 6
  heads: 4
train:
  epochs: 1
  batch_size: 2
  learning_rate: 0.001
paths:
  checkpoint: result/checkpoints/tropicyclonenet.pt
  training_metrics: result/training/metrics.json
  predictions: result/output/predictions.npz
  evaluation: result/evaluation/metrics.json
  figure: result/evaluation/comparison.png
paper_model:
  training_years: [1950, 2016]
  test_years: [2017, 2021]
  optimizer: Adam
  learning_rate: 0.0001
  batch_size: 96
  epochs: 102
  generators: 6