60 lines
916 B
YAML
Executable File
60 lines
916 B
YAML
Executable File
basic:
|
|
dataset: "PEMS-BAY"
|
|
mode : "train"
|
|
device : "cuda:0"
|
|
model: "AEPSA"
|
|
seed: 2023
|
|
|
|
data:
|
|
add_day_in_week: true
|
|
add_time_in_day: true
|
|
column_wise: false
|
|
days_per_week: 7
|
|
default_graph: true
|
|
horizon: 24
|
|
lag: 24
|
|
normalizer: std
|
|
num_nodes: 325
|
|
steps_per_day: 288
|
|
test_ratio: 0.2
|
|
tod: false
|
|
val_ratio: 0.2
|
|
sample: 1
|
|
input_dim: 1
|
|
batch_size: 16
|
|
|
|
model:
|
|
pred_len: 24
|
|
seq_len: 24
|
|
patch_len: 6
|
|
stride: 7
|
|
dropout: 0.2
|
|
gpt_layers: 9
|
|
d_ff: 128
|
|
gpt_path: ./GPT-2
|
|
d_model: 64
|
|
n_heads: 1
|
|
input_dim: 1
|
|
word_num: 1000
|
|
|
|
train:
|
|
batch_size: 16
|
|
early_stop: true
|
|
early_stop_patience: 15
|
|
epochs: 100
|
|
grad_norm: false
|
|
loss_func: mae
|
|
lr_decay: true
|
|
lr_decay_rate: 0.3
|
|
lr_decay_step: "5,20,40,70"
|
|
lr_init: 0.003
|
|
max_grad_norm: 5
|
|
weight_decay: 0
|
|
debug: false
|
|
output_dim: 1
|
|
log_step: 100
|
|
plot: false
|
|
mae_thresh: None
|
|
mape_thresh: 0.001
|
|
|