File size: 1,010 Bytes
a3441f1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 | fno_config:
datapipe:
source:
data_dir: "./data"
file_name: "2D_DarcyFlow_beta0.1_Train.hdf5"
verbose: true
data:
single_file: true
reduced_resolution: 1
reduced_resolution_t: 1
reduced_batch: 1
initial_step: 1
test_ratio: 0.1
pde_name: "2D_Darcy_Flow"
dataloader:
batch_size: 2
num_workers: 0
pin_memory: false
model:
name: "FNO"
num_channels: 1
modes: 4
width: 8
training:
output_dir: "./weight"
if_training: true
continue_training: false
model_path: null
save_period: 1
seed: 0
training_type: "single"
t_train: 2
epochs: 1
optimizer:
name: "Adam"
lr: 1.0e-3
weight_decay: 1.0e-4
scheduler:
name: "StepLR"
step_size: 100
gamma: 0.5
inference:
checkpoint: "./weight/best_model.pt"
output_dir: "./result/output"
max_batches: 2
result:
prediction_dir: "./result/output"
output_dir: "./result"
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