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本地多次实验数据一致,但无法复现论文的数据,有的更好。超参数? #809
Description
本地多次实验,数据mae和mse可重复。和TimeXer论文中附录中的详细数据Table12数据对不上,有的更好,有的较差。按照.sh文件中的参数配置进行实验。具体记录日志如下:
bash ./scripts/long_term_forecast/ETT_script/TimeXer_ETTh1.sh
long_term_forecast_ETTh1_96_96_TimeXer_ETTh1_ftM_sl96_ll48_pl96_dm256_nh8_el1_dl1_df2048_expand2_dc4_fc3_ebtimeF_dtTrue_exp_0
mse:0.38578492403030396, mae:0.40446823835372925, dtw:Not calculated
long_term_forecast_ETTh1_96_192_TimeXer_ETTh1_ftM_sl96_ll48_pl192_dm128_nh8_el2_dl1_df2048_expand2_dc4_fc3_ebtimeF_dtTrue_Exp_0
mse:0.43338659405708313, mae:0.43783774971961975, dtw:Not calculated
long_term_forecast_ETTh1_96_336_TimeXer_ETTh1_ftM_sl96_ll48_pl336_dm512_nh8_el1_dl1_df1024_expand2_dc4_fc3_ebtimeF_dtTrue_Exp_0
mse:0.4669252038002014, mae:0.45206478238105774, dtw:Not calculated
long_term_forecast_ETTh1_96_720_TimeXer_ETTh1_ftM_sl96_ll48_pl720_dm256_nh8_el1_dl1_df1024_expand2_dc4_fc3_ebtimeF_dtTrue_Exp_0
mse:0.4948676526546478, mae:0.4784567654132843, dtw:Not calculated