File size: 844 Bytes
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data:
root: data
format_version: wofs_storm_object_113_v1
train_samples: 1200
test_samples: 500
input_features: 113
amplitude_features: 30
spatial_features: 76
object_properties: 7
hazards: [tornado, hail, wind]
lead_groups: [first_hour, second_hour]
ensemble_members: 18
grid_spacing_km: 3
forecast_window_minutes: 30
forecast_interval_minutes: 5
model:
calibration_points: 256
train:
epochs: 30
batch_size: 128
learning_rate: 0.03
l1_strength: 0.002
l2_strength: 0.01
calibration_fraction: 0.2
gradient_clip_norm: 5.0
num_workers: 0
runtime:
device: auto
paths:
checkpoint: result/checkpoints/wofsstormcal.pt
training_metrics: result/training/metrics.json
inference_dir: result/output
evaluation_dir: result/evaluation
evaluation:
probability_bins: 10
threshold_count: 201
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