activation: gelu
attn: full
batch_size: 256
c_out: 1
cols:
- XOM_logpctchange
- CVX_logpctchange
- COP_logpctchange
- BP_logpctchange
- PBR_logpctchange
- WTI_logpctchange
- EOG_logpctchange
- ENB_logpctchange
- SLB_logpctchange
d_ff: 4096
d_model: 512
data_path: full_1h.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: 9
factor: 5
features: MS
final_mode: mode1
freq: m
inverse_output: false
inverse_pred: true
label_len: 0
learning_rate: 1.0e-05
# ln_mode: post
loss: stock_tanhv1
lradj: null
max_epochs: 50
# mix: false
model: mlp
# n_heads: 16
no_early_stop: false
no_scale_mean: true
optim: Adam
# output_attention: false
patience: 1000
pre_loss: null #stock_tanhv4
pred_len: 1
pre_epochs: 0
root_path: ./data/stock/
scale: true
seed: 2
seq_len: 32
# t_embed: time2vec_add
target: WTI_logpctchange