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FourCastNet.yaml 932 Bytes
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Liu Ruoyan 提交于 2024-12-12 11:25 +08:00 . 修改ipynb文件,fix vitknobug,fix jenkins
model:
name: FourCastNet
encoder_depths: 12
encoder_embed_dim: 768
mlp_ratio: 4
dropout_rate: 1.0
data:
name: "era5"
root_dir: "./dataset"
data_sink: False
feature_dims: 69
pressure_level_num: 13
t_in: 1
t_out_train: 1
t_out_valid: 20
t_out_test: 20
valid_interval: 1
test_interval: 1
train_interval: 1
pred_lead_time: 6
data_frequency: 6
train_period: [2015, 2015]
valid_period: [2016, 2016]
test_period: [2017, 2017]
patch: True
patch_size: 8
batch_size: 1
grid_resolution: 1.4
num_workers: 1
optimizer:
name: "adam"
weight_decay: 0.0
epochs: 100
finetune_epochs: 10
warmup_epochs: 1
initial_lr: 0.0005
summary:
save_checkpoint_epochs: 10
keep_checkpoint_max: 10
plt_key_info: True
key_info_timestep: [ 6, 72, 120 ]
valid_frequency: 1
summary_dir: './summary'
ckpt_path: ""
train:
name: "oop"
distribute: False
amp_level: O0
load_ckpt: False
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