55 lines
828 B
YAML
55 lines
828 B
YAML
basic:
|
|
dataset: NYCBike-InFlow
|
|
device: cuda:0
|
|
mode: train
|
|
model: STGNCDE
|
|
seed: 2023
|
|
data:
|
|
batch_size: 32
|
|
column_wise: false
|
|
days_per_week: 7
|
|
horizon: 24
|
|
input_dim: 1
|
|
lag: 24
|
|
normalizer: std
|
|
num_nodes: 1024
|
|
steps_per_day: 48
|
|
test_ratio: 0.2
|
|
val_ratio: 0.2
|
|
model:
|
|
cheb_k: 2
|
|
embed_dim: 10
|
|
g_type: agc
|
|
hid_dim: 128
|
|
hid_hid_dim: 128
|
|
input_dim: 2
|
|
num_layers: 2
|
|
output_dim: 1
|
|
solver: rk4
|
|
type: type1
|
|
train:
|
|
batch_size: 32
|
|
debug: false
|
|
early_stop: true
|
|
early_stop_patience: 15
|
|
epochs: 100
|
|
grad_norm: false
|
|
log_step: 200
|
|
loss_func: mae
|
|
lr_decay: false
|
|
lr_decay_rate: 0.3
|
|
lr_decay_step:
|
|
- 5
|
|
- 20
|
|
- 40
|
|
- 70
|
|
lr_init: 0.003
|
|
mae_thresh: ''
|
|
mape_thresh: 0.0
|
|
max_grad_norm: 5
|
|
output_dim: 1
|
|
plot: false
|
|
real_value: true
|
|
seed: 10
|
|
weight_decay: 0
|