42 lines
673 B
YAML
42 lines
673 B
YAML
data:
|
|
add_day_in_week: true
|
|
add_time_in_day: true
|
|
column_wise: false
|
|
days_per_week: 7
|
|
default_graph: true
|
|
horizon: 12
|
|
lag: 12
|
|
normalizer: std
|
|
num_nodes: 170
|
|
steps_per_day: 288
|
|
test_ratio: 0.2
|
|
tod: false
|
|
val_ratio: 0.2
|
|
log:
|
|
log_step: 2000
|
|
plot: false
|
|
model:
|
|
input_dim: 1
|
|
output_dim: 1
|
|
p: 2
|
|
d: 1
|
|
q: 1
|
|
drift: True
|
|
test:
|
|
mae_thresh: None
|
|
mape_thresh: 0.001
|
|
train:
|
|
loss_func: mae
|
|
seed: 10
|
|
batch_size: 64
|
|
epochs: 100
|
|
lr_init: 0.003
|
|
lr_decay: false
|
|
weight_decay: 0
|
|
lr_decay_rate: 0.3
|
|
lr_decay_step: [5, 20, 40, 70]
|
|
early_stop: true
|
|
early_stop_patience: 15
|
|
grad_norm: false
|
|
max_grad_norm: 5
|
|
real_value: true |