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Refinement experiments
Edgar Andrés Margffoy Tuay edited this page Jan 3, 2018
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11 revisions
| Machine | Description | Command |
|---|---|---|
| [email protected] | Mixed layers: 3 → 5 | CUDA_VISIBLE_DEVICES=0 nohup python -u train.py --data /mnt/referit_data/ --backend dpn92 --lr 1e-5 --mixed-layers 5 --save-folder unc_dpn92_sru_lowres_mixed_layers_5 > unc_dpn92_sru_lowres_mixed_layers_5.log & |
| [email protected] | Combine lang WE + Hid (--mix-we) | CUDA_VISIBLE_DEVICES=1 nohup python -u train.py --data /mnt/referit_data/ --backend dpn92 --lr 1e-5 --mix-we --save-folder unc_dpn92_sru_lowres_mixwe > unc_dpn92_sru_lowres_mixwe.log & |
| [email protected] | Mixed size (Before mSRU): 4096 | CUDA_VISIBLE_DEVICES=0 nohup python -u train.py --data /mnt/referit_data/ --backend dpn92 --mixed-size 4096 --save-folder unc_dpn92_sru_lowres_mixed_size_4096 > unc_dpn92_sru_lowres_mixed_size_4096 & |
| [email protected] | Mixed size (Before mSRU): 512 | CUDA_VISIBLE_DEVICES=1 nohup ython -u train.py --data /mnt/referit_data/ --backend dpn92 --mixed-size 512 --save-folder unc_dpn92_sru_lowres_mixed_size_512 > unc_dpn92_sru_lowres_mixed_size_512.log & |
| T1 | CUDA_VISIBLE_DEVICES=0 nohup python -u train.py --data ../referit_data --backend dpn92 --lstm --high-res --save-folder unc_dpn92_lstm_highres_weights --lr 1e-5 > unc_dpn92_lstm_highres.log & |
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| T2 | CUDA_VISIBLE_DEVICES=1 nohup python -u train.py --data ../referit_data --backend dpn92 --high-res --save-folder unc_dpn92_sru_highres_weights --lr 1e-5 > unc_dpn92_sru_highres.log & |
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| T3 | CUDA_VISIBLE_DEVICES=2 nohup python -u train.py --data ../referit_data --backend vgg16 --lstm --high-res --save-folder unc_vgg16_lstm_highres_weights --lr 1e-5 > unc_vgg16_lstm_highres.log & |
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| T4 | CUDA_VISIBLE_DEVICES=3 nohup python -u train.py --data ../referit_data --backend vgg16 --high-res --save-folder unc_vgg16_sru_highres_weights --lr 1e-5 > unc_vgg16_sru_highres.log & |