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# python main.py -config config1.yml
# python main.py -config config2.yml
# python main.py -config config3.yml
# python main.py -config config4.yml
# python main.py -config config5.yml
# python main.py -config config6.yml
# python main.py -config config7.yml
# python main.py -config config8.yml
# python main.py -config config9.yml
# python main.py -config config10.yml
# python main.py -config configu.yml
# python main.py -config configu1.yml
# python main.py -config configu4.yml
# python main.py -config configu3.yml
# python main.py -config configu4.yml
# python main.py -config configu3.yml
# python main.py -config configu7.yml
# python main.py -config configu8.yml
# python main.py -config configu7.yml
# python main.py -config configu8.yml
# python main.py -config configu3.yml
# python main.py -config config.yml
# python main.py -config config10.yml
# python main.py -config config11.yml
# python main.py -config config12.yml
# python main.py -config configu5.yml
# python main.py -config configb1.yml
# python main.py -config configu9.yml
# python main.py -config config13.yml
# python main.py -config configb2.yml
# python main.py -config configb2.yml
#################### NEW ############
####CNN VS ATT #########################
# # python main.py -config cnnAttvscnn/config1.yml
# python main.py -config cnnAttvscnn/config1a.yml
# # python main.py -config cnnAttvscnn/config2.yml
# python main.py -config cnnAttvscnn/config2a.yml
# # python main.py -config cnnAttvscnn/config3.yml
# python main.py -config cnnAttvscnn/config3a.yml
# ########### Multi VS SIngle ####################
# python main.py -config multilossvssingle/config1m.yml
# python main.py -config multilossvssingle/config1m.yml
# python main.py -config multilossvssingle/config1m.yml
# python main.py -config multilossvssingle/config1m.yml
# python main.py -config multilossvssingle/config1m.yml
# python main.py -config multilossvssingle/config1m.yml
# python main.py -config multilossvssingle/config2m.yml
# python main.py -config multilossvssingle/config3m.yml
########### Multi loss VS SIngle ####################
# python main.py -config multilossvssingle/config1m.yml
# python main.py -config multilossvssingle/config2m.yml
# python main.py -config multilossvssingle/config3m.yml
################### Margin #############################
# python main.py -config marginloss/config1a.yml
# python main.py -config marginloss/config2a.yml
# python main.py -config marginloss/config3a.yml
# ################### Unet #############################
# python main.py -config unet/config4m.yml
# python main.py -config unet/config4m.yml
# python main.py -config unet/config4m.yml
# python main.py -config unet/config2m_1.yml
# python main.py -config unet/config2m_2.yml
# python main.py -config unet/config2m_3.yml
# python main.py -config unet/config2m_4.yml
# python main.py -config unet/config2m_5.yml
# python main.py -config unet/config2m_6.yml
# python main.py -config unet/config2m_6.yml
# python main.py -config unet/config3m.yml
################### Unet multi margin#############################
# python main.py -config unetmultilossmargin/config1m.yml
# python main.py -config unetmultilossmargin/config2m.yml
# python main.py -config unetmultilossmargin/config3m.yml
# python main.py -config unetmultilossmargin/config2m.yml
# python main.py -config unetmultilossmargin/config2mm.yml
# # python main.py -config unetmultilossmargin/config2m.yml
# python main.py -config unetmultilossmargin/config2mm.yml -seed 1
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 1
# python main.py -config unetmultilossmargin/config2mm.yml -seed 2
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 2
# python main.py -config unetmultilossmargin/config2mm.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 6
# python main.py -config unetmultilossmargin/config2mm.yml -seed 8
# python main.py -config unetmultilossmargin/config2mm.yml -seed 8
# python main.py -config unetmultilossmargin/config2mm.yml -seed 8
# python main.py -config unetmultilossmargin/config2mm.yml -seed 8
# python main.py -config unetmultilossmargin/config2mm.yml -seed 8
# python main.py -config unetmultilossmargin/config2mm.yml -seed 2
# python main.py -config unetmultilossmargin/config2mm.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm.yml -seed 4
# python main.py -config unetmultilossmargin/config2mm.yml -seed 4
# python main.py -config unetmultilossmargin/config2mm.yml -seed 4
# python main.py -config unetmultilossmargin/config2mm.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm.yml -seed 2
# python main.py -config unetmultilossmargin/config2mm1.yml -seed 2
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 2
# python main.py -config unetmultilossmargin/config2mm.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm1.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 3
# python main.py -config unetmultilossmargin/config2mm.yml -seed 4
# python main.py -config unetmultilossmargin/config2mm1.yml -seed 4
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm1.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm1.yml -seed 5
# python main.py -config unetmultilossmargin/config2mm2.yml -seed 10
# python main.py -config unetmultilossmargin/config2mm1.yml
# python main.py -config unetmultilossmargin/config2mm.yml
# python main.py -config unetmultilossmargin/config2mm2.yml
# python main.py -config unetmultilossmargin/config2mm.yml
# python main.py -config unetmultilossmargin/config2mm3.yml
# python main.py -config unetmultilossmargin/config2mm3.yml
# python main.py -config unetmultilossmargin/config2mm4.yml -seed 8000
python main.py -config fcnn/config1m.yml -seed 1
# python main.py -config fcnn/config1m.yml -seed 2
# python main.py -config fcnn/config1m.yml -seed 3
# python main.py -config fcnn/config1m.yml -seed 4
# python main.py -config fcnn/config1m.yml -seed 5
# ########### Multi VS SIngle ####################
# python main.py -config multilossvssingle/configmd.yml -seed 1
# python main.py -config multilossvssingle/configs.yml -seed 1
# python main.py -config multilossvssingle/configsd.yml -seed 1
# python main.py -config multilossvssingle/configmd.yml -seed 2
# python main.py -config multilossvssingle/configs.yml -seed 2
# python main.py -config multilossvssingle/configmd.yml -seed 3
# python main.py -config multilossvssingle/configs.yml -seed 3
# python main.py -config multilossvssingle/configm.yml -seed 4
# python main.py -config multilossvssingle/configs.yml -seed 4
# python main.py -config multilossvssingle/configm.yml -seed 4
# python main.py -config multilossvssingle/configs.yml -seed 4
###################### single net##############################
# python main.py -config single/config1.yml -seed 2
# python main.py -config single/config1a.yml -seed 2
# python main.py -config single/config2.yml -seed 2
# python main.py -config single/config2a.yml -seed 2
# python main.py -config single/config3.yml -seed 2
# python main.py -config single/config3a.yml -seed 2
# python main.py -config single/config1m.yml -seed 2
# python main.py -config single/config2m.yml -seed 2
# python main.py -config single/config3m.yml -seed 2
# python main.py -config unet/config2m.yml -seed 2
# python main.py -config cnnAttvscnn/config4a.yml -seed 2
# python main.py -config single/config1l.yml -seed 2
# python main.py -config single/config2l.yml -seed 2
# python main.py -config single/config3l.yml -seed 2
###################### TFT ####################################
# python tft.py
########LSTM margin loss ######################################
# python main.py -config lstm_margin/config2l.yml -seed 0
# # python main.py -config lstm_margin/config3l.yml -seed 0
# python main.py -config lstm_margin/config2l.yml -seed 1
# # python main.py -config lstm_margin/config3l.yml -seed 1
# python main.py -config lstm_margin/config2l.yml -seed 2
# python main.py -config lstm_margin/config3l.yml -seed 2
# python main.py -config lstm_margin/multiloss.yml -seed 1
##########CNN LSTM ######################################
# python main.py -config cnnlstm/config2l.yml -seed 2
# python main.py -config cnnlstm/config2mm.yml -seed 2
################## cnn_lstm_multi_loss ##################
# python main.py -config cnn_lstm_multi_loss/1.yml -seed 1
# python main.py -config cnn_lstm_multi_loss/2.yml -seed 1
# python main.py -config cnn_lstm_multi_loss/3.yml -seed 1
##################### LSTM NA #####################
# python main.py -config single/config2l_na.yml -seed 1
################## CNN LSTM ATT #########################
# python main.py -config cnnlstmatt/config2l.yml -seed 1