55 lines
841 B
YAML
Executable File
55 lines
841 B
YAML
Executable File
basic:
|
|
dataset: "PEMSD7(L)"
|
|
mode: "train"
|
|
device: "cuda:0"
|
|
model: "DDGCRN"
|
|
|
|
data:
|
|
add_day_in_week: true
|
|
add_time_in_day: true
|
|
column_wise: false
|
|
days_per_week: 5
|
|
default_graph: true
|
|
horizon: 12
|
|
lag: 12
|
|
normalizer: std
|
|
num_nodes: 1026
|
|
steps_per_day: 288
|
|
test_ratio: 0.2
|
|
tod: false
|
|
val_ratio: 0.2
|
|
log:
|
|
log_step: 1000
|
|
plot: true
|
|
model:
|
|
cheb_order: 2
|
|
embed_dim: 12
|
|
input_dim: 1
|
|
num_layers: 1
|
|
output_dim: 1
|
|
rnn_units: 64
|
|
use_day: true
|
|
use_week: true
|
|
test:
|
|
mae_thresh: None
|
|
mape_thresh: 0.0
|
|
train:
|
|
batch_size: 12
|
|
early_stop: true
|
|
early_stop_patience: 10
|
|
epochs: 300
|
|
grad_norm: false
|
|
loss_func: mae
|
|
lr_decay: false
|
|
lr_decay_rate: 0.1
|
|
lr_decay_step:
|
|
- '5'
|
|
- '20'
|
|
- '40'
|
|
- '70'
|
|
lr_init: 0.0005625
|
|
max_grad_norm: 5
|
|
real_value: true
|
|
seed: 12
|
|
weight_decay: 0
|