File size: 751 Bytes
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data:
root: data
file: data/ppnn_virtual.npz
format_version: ppnn_nn_aux_emb_v1
dates: [2020-01-15, 2020-07-15, 2021-01-15, 2021-07-15]
active_station_count: 12
station_count: 537
member_count: 50
variable_count: 18
lead_hours: 48
target_variable: t2m
model:
name: PPNN
variant: NN-aux-emb
hidden_size: 32
paper_hidden_size: 512
embedding_dim: 2
continuous_features: 40
input_features: 42
sigma_epsilon: 0.0001
train:
replicas: 2
paper_replicas: 10
epochs: 12
batch_size: 64
learning_rate: 0.003
runtime:
device: auto
paths:
checkpoint: result/checkpoints/ppnn.pt
training_metrics: result/training/metrics.json
inference: result/output/predictions.npz
evaluation_dir: result/evaluation
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