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common:
device: "auto"
seed: 1234
datapipe:
source:
data_dir: "/public/share/sugonhpcapp01/onestore/onedatasets/Kolmogorov_flow_2d"
file_name: "kf_2d_re1000_256_120seed.npy"
data:
train_num: 100
test_num: 20
resolution: 128
interval: 2
t_in: 10
t_out: 16
out_dim: 1
normalize: true
val_mode: false
split_seed: 1234
stats_file: "data/km2d_stat.npz"
stats_max_trajectories: 8
dataloader:
batch_size: 4
num_workers: 2
pin_memory: true
model:
in_dim: 10
out_dim: 1
hidden_dim: 128
depth: 4
heads: 8
mlp_ratio: 2
dropout: 0.0
activation: "gelu"
include_pos: true
space_dim: 2
latent_multiplier: 2.0
max_latent_steps: 4
training:
epochs: 50
lr: 0.0005
weight_decay: 0.0001
step_size: 20
gamma: 0.5
eval_interval: 1
patience: 20
train_latent_steps: 4
max_grad_norm: 1.0
max_train_batches: null
max_eval_batches: null
weight_dir: "weight"
checkpoint_name: "factformer_kolmogorov.pt"
inference:
result_dir: "result"
num_samples: 4
figure_name: "prediction_sample.png"
tensor_name: "prediction_sample.pt"
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