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data:
root: data
format_version: mass_conserving_msw_v1
grid_points: 250
domain_km: 125
variables: [u, h, r]
input_channels: 4
train_samples: 24
validation_samples: 12
model:
input_channels: 4
hidden_channels: 32
hidden_layers: 4
kernel_size: 3
train:
epochs: 2
batch_size: 8
learning_rate: 0.001
optimizer: Adam
eta: 2.0
num_workers: 0
runtime:
device: auto
paths:
checkpoint: result/checkpoints/massconservingcnn.pt
training_metrics: result/training/metrics.json
inference: result/output/predictions.npz
evaluation_dir: result/evaluation
paper_model:
input_channels: 4
output_channels: 3
grid_points: 250
hidden_channels: 32
hidden_layers: 4
kernel_size: 3
hidden_activation: SELU
rain_activation: ReLU
padding: circular
influence_radius: 5
train_samples: 48000
validation_samples: 48000
batch_size: 96
epochs: 100
optimizer: Adam
eta: 2.0
experiment: dT10_eta2
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