metacentrum_scripts/commands_example at main · mpicek/metacentrum_scripts · GitHub

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# BASIC
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.3 --word_masking=0.5 --rnn=R-SB-128-0,B-128-0E --repeated=2

# dalsi vrstva
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.3 --word_masking=0.5 --rnn=R-SB-128-0,B-128-0E,B-128-0 --repeated=1

# BASIC + dropout inside
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.3 --word_masking=0.5 --rnn=R-SB-128-0.1,B-128-0.1E --repeated=2

# BASIC + dropout inside + dropout input
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.5 --word_masking=0.5 --rnn=R-SB-128-0.1,B-128-0.1E --repeated=2

# BASIC small dropout + small word_masking
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.2 --word_masking=0.2 --rnn=R-SB-128-0,B-128-0E --repeated=2

# no residual
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.3 --word_masking=0.5 --rnn=B-128-0,B-128-0 --repeated=2

# one in residual
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.3 --word_masking=0.5 --rnn=R-SB-128-0E --repeated=4

# more repeated
python3 competition_final.py --batch_size=64 --epochs=2 --cle_dim=64 --dropout_input=0.3 --word_masking=0.5 --rnn=R-SB-128-0,B-128-0E --repeated=4