activation: gelu
attn: full
batch_size: 256
c_out: 1
cols:
- Visibility_logpctchange
- DryBulbFarenheit_logpctchange
- DryBulbCelsius_logpctchange
- WetBulbFarenheit_logpctchange
- DewPointFarenheit_logpctchange
- DewPointCelsius_logpctchange
- RelativeHumidity_logpctchange
- WindSpeed_logpctchange
- WindDirection_logpctchange
- StationPressure_logpctchange
- Altimeter_logpctchange
- WetBulbCelsius_logpctchange
d_ff: 4096 #2048
d_model: 512
data_path: WTH.csv
# date_end: '2020-01-01'
# date_start: '2012-01-01'
# date_test: '2019-06-01'
des: full_1h
distil: false
dont_shuffle_train: false
dropout: 0.5
dropout_emb: 0.0
e_layers: 4
emb_t2v_app_dim: 16
enc_in: 12
factor: 5
features: MS
final_mode: mode3
freq: h
inverse_output: false
inverse_pred: true
label_len: 0
learning_rate: 1.0e-05
ln_mode: post
loss: stock_tanhv1
lradj: null
max_epochs: 30
mix: false
model: stockformer
n_heads: 32
no_early_stop: false
no_scale_mean: true
optim: Adam #Ranger
output_attention: false
patience: 1000
pred_len: 1
pre_loss: stock_tanhv4
pre_epochs: 15
root_path: ./data/other/
scale: true
seed: 5
seq_len: 16
t_embed: null
target: WetBulbFarenheit_logpctchange