40 lines
708 B
YAML
40 lines
708 B
YAML
---
|
|
base_dir: data/model
|
|
log_level: INFO
|
|
data:
|
|
batch_size: 64
|
|
dataset_dir: data/PEMS-BAY
|
|
test_batch_size: 64
|
|
val_batch_size: 64
|
|
graph_pkl_filename: data/sensor_graph/adj_mx_bay.pkl
|
|
|
|
model:
|
|
cl_decay_steps: 2000
|
|
filter_type: dual_random_walk
|
|
horizon: 12
|
|
input_dim: 2
|
|
l1_decay: 0
|
|
max_diffusion_step: 2
|
|
num_nodes: 325
|
|
num_rnn_layers: 2
|
|
output_dim: 1
|
|
rnn_units: 64
|
|
seq_len: 12
|
|
use_curriculum_learning: true
|
|
|
|
train:
|
|
base_lr: 0.01
|
|
dropout: 0
|
|
epoch: 0
|
|
epochs: 100
|
|
epsilon: 1.0e-3
|
|
global_step: 0
|
|
lr_decay_ratio: 0.1
|
|
max_grad_norm: 5
|
|
max_to_keep: 100
|
|
min_learning_rate: 2.0e-06
|
|
optimizer: adam
|
|
patience: 50
|
|
steps: [20, 30, 40, 50]
|
|
test_every_n_epochs: 10
|