File size: 983 Bytes
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data:
root: data
format_version: climatebench_annual_npz_v1
train_samples: 2
test_samples: 1
time_steps: 10
channels: [co2_cumulative, ch4, so2, bc]
targets: [tas, dtr, pr, pr90]
height: 96
width: 144
storage_layout: NTCHW
paper_layout: NTHWC
model:
convolution_filters: 20
convolution_kernel: 3
pooling_kernel: 2
lstm_input: 20
lstm_hidden: 25
output_features: 13824
parameters_per_target: 364764
paper_training:
epochs: 30
batch_size: 16
optimizer: RMSprop
loss: mean_squared_error
train:
epochs: 1
batch_size: 1
learning_rate: 0.001
optimizer: RMSprop
loss: mean_squared_error
gradient_clip_norm: 10.0
num_workers: 0
runtime:
device: auto
paths:
checkpoint: result/checkpoints/climatebench.pt
training_metrics: result/training/metrics.json
inference: result/output/predictions.npz
evaluation_dir: result/evaluation
evaluation:
start_year: 2080
end_year: 2100
global_weight: 5.0
scenario: ssp245
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