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commands-efk.txt
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# Bloom English
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-english-init-layers-1 +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-bloom-560m-english-init-1.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=bloom-560m-english-init-layers-2 +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-bloom-560m-english-init-2.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-english-middle +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-bloom-560m-english-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-english-last-layer +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-bloom-560m-english-last.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-english-random +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-bloom-560m-english-random.txt
# Bloom French
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=bloom-560m-french-init-layers-1 +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-bloom-560m-french-init-1.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-french-init-layers-2 +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-bloom-560m-french-init-2.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-french-middle +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-bloom-560m-french-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-french-last-layer +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-bloom-560m-french-last.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-french-random +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-bloom-560m-french-random.txt
python run_our_experiments/bloom/run_our_experiments-french-init-layers-1.py
python run_our_experiments/bloom/run_our_experiments-french-middle.py
python run_our_experiments/bloom/run_our_experiments-french-last-layer.py
python run_our_experiments/bloom/run_our_experiments-french-random.py
CUDA_VISIBLE_DEVICES=2 python bloom-506m-fever-hindi.py | tee logs/bloom/bloom-506m-fever-hindi-pred.txt
# Bloom Hindi
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-hindi-init-layers-1 +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-bloom-560m-hindi-init-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-hindi-init-layers-2 +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-bloom-560m-hindi-init-2.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-hindi-middle +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-bloom-560m-hindi-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-hindi-last-layer +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-bloom-560m-hindi-last.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-hindi-random +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-bloom-560m-hindi-random.txt
CUDA_VISIBLE_DEVICES=2 python bloom-506m-fever-spanish.py | tee logs/bloom/bloom-506m-fever-spanish-pred.txt
# Bengali
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-bengali-init-layers-1 +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-bloom-560m-bengali-init-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-bengali-init-layers-2 +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-bloom-560m-bengali-init-2.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=bloom-560m-bengali-middle +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-bloom-560m-bengali-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-bengali-last-layer +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-bloom-560m-bengali-last.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-bengali-random +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-bloom-560m-bengali-random.txt
CUDA_VISIBLE_DEVICES=3 python bloom-506m-fever-spanish.py | tee logs/bloom/bloom-506m-fever-spanish-pred.txt
# Bloom Spanish
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=bloom-560m-spanish-init-layers-1 +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-bloom-560m-spanish-init-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-spanish-init-layers-2 +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-bloom-560m-spanish-init-2.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-spanish-middle +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-bloom-560m-spanish-middle.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=bloom-560m-spanish-last-layer +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-bloom-560m-spanish-last.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-spanish-random +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-bloom-560m-spanish-random.txt
python run_our_experiments/bloom/run_our_experiments-spanish-init-layers-1.py
python run_our_experiments/bloom/run_our_experiments-spanish-middle.py
python run_our_experiments/bloom/run_our_experiments-spanish-last-layer.py
python run_our_experiments/bloom/run_our_experiments-spanish-random.py
# Bloom Gujarati
CUDA_VISIBLE_DEVICES=3 python bloom-506m-fever-gujarati.py | tee logs/bloom/bloom-506m-fever-gujarati-pred.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-gujarati-init-layers-1 +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-bloom-560m-gujarati-init-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-gujarati-init-layers-2 +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-bloom-560m-gujarati-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-gujarati-middle +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-bloom-560m-gujarati-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-gujarati-last-layer +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-bloom-560m-gujarati-last.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-gujarati-random +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-bloom-560m-gujarati-random.txt
python run_our_experiments/bloom/run_our_experiments-gujarati-init-layers-1.py
python run_our_experiments/bloom/run_our_experiments-gujarati-middle.py
python run_our_experiments/bloom/run_our_experiments-gujarati-last-layer.py
python run_our_experiments/bloom/run_our_experiments-gujarati-random.py
# Bloom Mixed
CUDA_VISIBLE_DEVICES=3 python bloom-506m-fever-mixed.py | tee logs/bloom/bloom-506m-fever-mixed-pred.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-mixed-init-layers-1 +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-bloom-560m-mixed-init-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-mixed-init-layers-2 +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-bloom-560m-mixed-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-mixed-middle +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-bloom-560m-mixed-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-mixed-last-layer +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-bloom-560m-mixed-last.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-mixed-random +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-bloom-560m-mixed-random.txt
python run_our_experiments/bloom/run_our_experiments-mixed-init-layers-1.py
python run_our_experiments/bloom/run_our_experiments-mixed-middle.py
python run_our_experiments/bloom/run_our_experiments-mixed-last-layer.py
python run_our_experiments/bloom/run_our_experiments-mixed-random.py
# Bloom Inverse
CUDA_VISIBLE_DEVICES=3 python bloom-506m-fever-inverse.py | tee logs/bloom/bloom-506m-fever-inverse-pred.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-inverse-init-layers-1 +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-bloom-560m-inverse-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=bloom-560m-inverse-init-layers-2 +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-bloom-560m-inverse-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-inverse-middle +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-bloom-560m-inverse-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-inverse-last-layer +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-bloom-560m-inverse-last.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-inverse-random +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-bloom-560m-inverse-random.txt
python run_our_experiments/bloom/run_our_experiments-inverse-init-layers-1.py
python run_our_experiments/bloom/run_our_experiments-inverse-middle.py
python run_our_experiments/bloom/run_our_experiments-inverse-last-layer.py
python run_our_experiments/bloom/run_our_experiments-inverse-random.py
# Malayalam
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-malayalam-init-layers-1 +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-bloom-560m-malayalam-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=bloom-560m-malayalam-init-layers-2 +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-bloom-560m-malayalam-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-malayalam-middle +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-bloom-560m-malayalam-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-malayalam-last-layer +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-bloom-560m-malayalam-last.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-malayalam-random +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-bloom-560m-malayalam-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-malayalam-full +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-bloom-560m-malayalam-full.txt
# Tamil
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-tamil-init-layers-1 +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-bloom-560m-tamil-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=bloom-560m-tamil-init-layers-2 +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-bloom-560m-tamil-init-2.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-tamil-middle +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-bloom-560m-tamil-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-tamil-last-layer +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-bloom-560m-tamil-last.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-tamil-random +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-bloom-560m-tamil-random.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-tamil-full +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-bloom-560m-tamil-full.txt
# Kannada
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=bloom-560m-kannada-init-layers-1 +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-bloom-560m-kannada-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=bloom-560m-kannada-init-layers-2 +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-bloom-560m-kannada-init-2.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-kannada-middle +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-bloom-560m-kannada-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-kannada-last-layer +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-bloom-560m-kannada-last.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=bloom-560m-kannada-random +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-bloom-560m-kannada-random.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-kannada-full +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-bloom-560m-kannada-full.txt
# Chinese
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-chinese-init-layers-1 +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-bloom-560m-chinese-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=bloom-560m-chinese-init-layers-2 +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-bloom-560m-chinese-init-2.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-chinese-middle +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-bloom-560m-chinese-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-chinese-last-layer +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-bloom-560m-chinese-last.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=bloom-560m-chinese-random +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-bloom-560m-chinese-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-chinese-full +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-bloom-560m-chinese-full.txt
# Arabic
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-arabic-init-layers-1 +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-bloom-560m-arabic-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=bloom-560m-arabic-init-layers-2 +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-bloom-560m-arabic-init-2.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=bloom-560m-arabic-middle +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-bloom-560m-arabic-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-arabic-last-layer +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-bloom-560m-arabic-last.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-arabic-random +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-bloom-560m-arabic-random.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=bloom-560m-arabic-full +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-bloom-560m-arabic-full.txt
======================================================================================================================================================
#mBERT
python mbert-uncased-fever-english.py | tee logs/mbert-spanish.txt
python mbert-uncased-fever-hindi.py | tee logs/mbert-hindi.txt
python mbert-uncased-fever-spanish.py | tee logs/mbert-spanish.txt
python mbert-uncased-fever-french.py | tee logs/mbert-french.txt
python mbert-uncased-fever-bengali.py | tee logs/mbert-bengali.txt
python mbert-uncased-fever-gujarati.py | tee logs/mbert-gujarati.txt
python mbert-uncased-fever-mixed.py | tee logs/mbert-mixed.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-english-init-layers-1 +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-english-init-layers-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-english-middle +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-english-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-english-last-layer +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-english-last-layer.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-english-random +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-english-random.txt
#mbert-uncased - hindi
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=mbert-uncased-hindi-init-layers-1 +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-hindi-init-layers-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-hindi-middle +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-hindi-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-hindi-last-layer +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-hindi-last-layer.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-hindi-random +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-hindi-random.txt
#mbert-uncased - spanish
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-spanish-init-layers-1 +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-spanish-init-layers-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-spanish-middle +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-spanish-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-spanish-last-layer +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-spanish-last-layer.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=mbert-uncased-spanish-random +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-spanish-random.txt
python run_our_experiments/mbert/run_our_experiments-spanish-init.py
python run_our_experiments/mbert/run_our_experiments-spanish-mid.py
python run_our_experiments/mbert/run_our_experiments-spanish-last.py
python run_our_experiments/mbert/run_our_experiments-spanish-random.py
#mbert-uncased - french
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-french-init-layers-1 +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-french-init-layers-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-french-middle +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-french-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-french-last-layer +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-french-last-layer.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-french-random +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-french-random.txt
python run_our_experiments/mbert/run_our_experiments-french-init.py
python run_our_experiments/mbert/run_our_experiments-french-mid.py
python run_our_experiments/mbert/run_our_experiments-french-last.py
python run_our_experiments/mbert/run_our_experiments-french-random.py
#mbert-uncased - bengali
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=mbert-uncased-bengali-init-layers-1 +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-bengali-init-layers-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-bengali-middle +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-bengali-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-bengali-last-layer +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-bengali-last-layer.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-bengali-random +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-bengali-random.txt
python run_our_experiments/mbert/run_our_experiments-bengali-init.py
python run_our_experiments/mbert/run_our_experiments-bengali-mid.py
python run_our_experiments/mbert/run_our_experiments-bengali-last.py
python run_our_experiments/mbert/run_our_experiments-bengali-random.py
#mbert-uncased - gujarati
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-gujarati-init-layers-1 +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-gujarati-init-layers-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-gujarati-middle +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-gujarati-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-gujarati-last-layer +tests=False +lang=gujarati ++eval_only=False ++train=True ++wandb_enabled=False| tee logs/efk-mbert-uncased-gujarati-last-layer.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-gujarati-random +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-gujarati-random.txt
python run_our_experiments/mbert/run_our_experiments-gujarati-init.py
python run_our_experiments/mbert/run_our_experiments-gujarati-mid.py
python run_our_experiments/mbert/run_our_experiments-gujarati-last.py
python run_our_experiments/mbert/run_our_experiments-gujarati-random.py
#mbert-uncased - mixed
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-mixed-init-layers-1 +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-mixed-init-layers-1.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-mixed-middle +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-mixed-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-mixed-last-layer +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-mixed-last-layer.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-mixed-random +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-mixed-random.txt
python run_our_experiments/mbert/run_our_experiments-mixed-init.py
python run_our_experiments/mbert/run_our_experiments-mixed-mid.py
python run_our_experiments/mbert/run_our_experiments-mixed-last.py
python run_our_experiments/mbert/run_our_experiments-mixed-random.py
#mbert-uncased - inverse
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-inverse-init-layers-1 +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-inverse-init-layers-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-inverse-middle +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-inverse-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-inverse-last-layer +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-inverse-last-layer.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-inverse-random +tests=False +lang=inverse ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-inverse-random.txt
python run_our_experiments/mbert/run_our_experiments-inverse-init.py
python run_our_experiments/mbert/run_our_experiments-inverse-mid.py
python run_our_experiments/mbert/run_our_experiments-inverse-last.py
python run_our_experiments/mbert/run_our_experiments-inverse-random.py
# Malayalam
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-malayalam-init-layers-1 +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-malayalam-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=mbert-uncased-malayalam-init-layers-2 +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-malayalam-init-2.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-malayalam-middle +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-malayalam-middle.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=mbert-uncased-malayalam-last-layer +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-malayalam-last.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=mbert-uncased-malayalam-random +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-malayalam-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-malayalam-full +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-malayalam-full.txt
# Tamil
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-tamil-init-layers-1 +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-tamil-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=mbert-uncased-tamil-init-layers-2 +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-tamil-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-tamil-middle +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-tamil-middle.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=mbert-uncased-tamil-last-layer +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-tamil-last.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=mbert-uncased-tamil-random +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-tamil-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-tamil-full +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-tamil-full.txt
# Kannada
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-kannada-init-layers-1 +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-kannada-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=mbert-uncased-kannada-init-layers-2 +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-kannada-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-kannada-middle +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-kannada-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-kannada-last-layer +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-kannada-last.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-kannada-random +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-kannada-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-kannada-full +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-kannada-full.txt
# Chinese
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-chinese-init-layers-1 +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-chinese-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=mbert-uncased-chinese-init-layers-2 +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-chinese-init-2.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-chinese-middle +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-chinese-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-chinese-last-layer +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-chinese-last.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-chinese-random +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-chinese-random.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=mbert-uncased-chinese-full +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-chinese-full.txt
# Arabic
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-arabic-init-layers-1 +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-arabic-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=mbert-uncased-arabic-init-layers-2 +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-arabic-init-2.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-arabic-middle +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-arabic-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-arabic-last-layer +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-arabic-last.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=mbert-uncased-arabic-random +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-arabic-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=mbert-uncased-arabic-full +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-mbert-uncased-arabic-full.txt
======================================================================================================================================================
# XLM-RoBERTa
python xlm-roberta-fever-english.py | tee logs/xlm-roberta-fever-english.txt
python xlm-roberta-fever-hindi.py | tee logs/xlm-roberta-fever-hindi.txt
python xlm-roberta-fever-spanish.py | tee logs/xlm-roberta-fever-spanish.txt
python xlm-roberta-fever-french.py | tee logs/xlm-roberta-fever-french.txt
python xlm-roberta-fever-bengali.py | tee logs/xlm-roberta-fever-bengali.txt
python xlm-roberta-fever-gujarati.py | tee logs/xlm-roberta-fever-gujarati.txt
python xlm-roberta-fever-mixed.py | tee logs/xlm-roberta-fever-mixed.txt
python xlm-roberta-fever-inverse_mixed.py | tee logs/xlm-roberta-fever-inverse_mixed.txt
#xlm-roberta - english
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-english-init-layers-1 +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-english-init-layers-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-english-middle +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-english-middle.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-english-last-layer +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-english-last-layer.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-english-random +tests=False +lang=english ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-english-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-english-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-english-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-english-last.py
python run_our_experiments/xlm-roberta/run_our_experiments-english-random.py
#xlm-roberta - hindi
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-hindi-init-layers-1 +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-hindi-init-layers-1.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-hindi-middle +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-hindi-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-hindi-last-layer +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-hindi-last-layer.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-hindi-random +tests=False +lang=hindi ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-hindi-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-hindi-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-hindi-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-hindi-last.py
python run_our_experiments/xlm-roberta/run_our_experiments-hindi-random.py
#xlm-roberta - spanish
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-spanish-init-layers-1 +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-spanish-init-layers-1.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-spanish-middle +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-spanish-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-spanish-last-layer +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-spanish-last-layer.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-spanish-random +tests=False +lang=spanish ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-spanish-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-spanish-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-spanish-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-spanish-last.py
python run_our_experiments/xlm-roberta/run_our_experiments-spanish-random.py
#xlm-roberta - french
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-french-init-layers-1 +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-french-init-layers-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-french-middle +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-french-middle.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=xlm-roberta-french-last-layer +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-french-last-layer.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-french-random +tests=False +lang=french ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-french-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-french-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-french-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-french-last.py
python run_our_experiments/xlm-roberta/run_our_experiments-french-random.py
#xlm-roberta - bengali
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-bengali-init-layers-1 +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-bengali-init-layers-1.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-bengali-middle +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-bengali-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-bengali-last-layer +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-bengali-last-layer.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-bengali-random +tests=False +lang=bengali ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-bengali-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-bengali-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-bengali-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-bengali-last.py
python run_our_experiments/xlm-roberta/run_our_experiments-bengali-random.py
#xlm-roberta - gujarati
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-gujarati-init-layers-1 +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-gujarati-init-layers-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-gujarati-middle +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-gujarati-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-gujarati-last-layer +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-gujarati-last-layer.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-gujarati-random +tests=False +lang=gujarati ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-gujarati-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-gujarati-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-gujarati-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-gujarati-last.py
python run_our_experiments/xlm-roberta/run_our_experiments-gujarati-random.py
#xlm-roberta - mixed
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-mixed-init-layers-1 +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-mixed-init-layers-1.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-mixed-middle +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-mixed-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-mixed-last-layer +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-mixed-last-layer.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-mixed-random +tests=False +lang=mixed ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-mixed-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-mixed-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-mixed-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-mixed-last-layer.py
python run_our_experiments/xlm-roberta/run_our_experiments-mixed-random.py
#xlm-roberta - inverse
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=xlm-roberta-inverse-init-layers-1 +tests=False +lang=inverse-xlm ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-inverse-init-layers-1.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=xlm-roberta-inverse-middle +tests=False +lang=inverse-xlm ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-inverse-middle.txt
CUDA_VISIBLE_DEVICES=0 python -m run +alg=efk +experiment=fc +model=xlm-roberta-inverse-last-layer +tests=False +lang=inverse-xlm ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-inverse-last-layer.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-inverse-random +tests=False +lang=inverse-xlm ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-inverse-random.txt
python run_our_experiments/xlm-roberta/run_our_experiments-inverse-init.py
python run_our_experiments/xlm-roberta/run_our_experiments-inverse-mid.py
python run_our_experiments/xlm-roberta/run_our_experiments-inverse-last.py
python run_our_experiments/xlm-roberta/run_our_experiments-inverse-random.py
# Malayalam
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-malayalam-init-layers-1 +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-malayalam-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=xlm-roberta-malayalam-init-layers-2 +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-malayalam-init-2.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-malayalam-middle +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-malayalam-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-malayalam-last-layer +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-malayalam-last.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-malayalam-random +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-malayalam-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-malayalam-full +tests=False +lang=malayalam ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-malayalam-full.txt
# Tamil
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-tamil-init-layers-1 +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-tamil-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=xlm-roberta-tamil-init-layers-2 +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-tamil-init-2.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-tamil-middle +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-tamil-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-tamil-last-layer +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-tamil-last.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-tamil-random +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-tamil-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-tamil-full +tests=False +lang=tamil ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-tamil-full.txt
# Kannada
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-kannada-init-layers-1 +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-kannada-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=xlm-roberta-kannada-init-layers-2 +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-kannada-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-kannada-middle +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-kannada-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-kannada-last-layer +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-kannada-last.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-kannada-random +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-kannada-random.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-kannada-full +tests=False +lang=kannada ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-kannada-full.txt
# Chinese
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-chinese-init-layers-1 +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-chinese-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=xlm-roberta-chinese-init-layers-2 +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-chinese-init-2.txt
CUDA_VISIBLE_DEVICES=3 python -m run +alg=efk +experiment=fc +model=xlm-roberta-chinese-middle +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-chinese-middle.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-chinese-last-layer +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-chinese-last.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-chinese-random +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-chinese-random.txt
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-chinese-full +tests=False +lang=chinese ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-chinese-full.txt
# Arabic
CUDA_VISIBLE_DEVICES=1 python -m run +alg=efk +experiment=fc +model=xlm-roberta-arabic-init-layers-1 +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-arabic-init-1.txt
CUDA_VISIBLE_DEVICES=x python -m run +alg=efk +experiment=fc +model=xlm-roberta-arabic-init-layers-2 +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-arabic-init-2.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-arabic-middle +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-arabic-middle.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-arabic-last-layer +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-arabic-last.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-arabic-random +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-arabic-random.txt
CUDA_VISIBLE_DEVICES=2 python -m run +alg=efk +experiment=fc +model=xlm-roberta-arabic-full +tests=False +lang=arabic ++eval_only=False ++train=True | tee logs/efk-xlm-roberta-arabic-full.txt
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