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GraphCast_1.4.yaml 1.07 KB
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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: "GraphCast"
latent_dims: 512
processing_steps: 16
recompute: False
vm_in_channels: 3
em_in_channels: 4
eg2m_in_channels: 4
em2g_in_channels: 4
data:
name: "era5"
root_dir: "./dataset"
feature_dims: 69
pressure_level_num: 13
surface_feature_size: 4
data_sink: False
batch_size: 1
t_in: 2
t_out_train: 1
t_out_valid: 20
t_out_test: 20
train_interval: 1
valid_interval: 1
test_interval: 1
pred_lead_time: 6
data_frequency: 6
train_period: [2015, 2015]
valid_period: [2016, 2016]
test_period: [2017, 2017]
patch: False
rollout_steps: 1
num_workers: 1
mesh_level: 4
grid_resolution: 1.4
optimizer:
name: "adamw"
initial_lr: 2.5e-4
finetune_lr: 0.0000003
finetune_epochs: 1
warmup_epochs: 1
weight_decay: 0.1
gamma: 0.5
epochs: 100
summary:
summary_dir: "./summary"
eval_interval: 10
save_checkpoint_epochs: 10
keep_checkpoint_max: 10
save_rmse_acc: False
plt_key_info: True
key_info_timestep: [6, 72, 120]
ckpt_path: ""
train:
name: "oop"
distribute: False
amp_level: O2
load_ckpt: False
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