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scripts_all.sh
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## Training Final Models
accelerate launch main.py \
--exp_name esc-base-non-adv \
--config_path ./configs/9kbps_esc_base.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 80 \
--num_pretraining_epochs 15 \
--num_devices 4 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53
accelerate launch main.py \
--exp_name esc-base-adv \
--adv_training \
--config_path ./configs/9kbps_esc_base_adv.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 80 \
--num_pretraining_epochs 15 \
--num_devices 4 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53
# accelerate launch main.py \
# --exp_name esc-base-post-adv \
# --adv_training \
# --pretrain_ckp ../esc9kbps_base_non_adversarial/model.pth \
# --config_path ./configs/9kbps_esc_base_adv.yaml \
# --wandb_project efficient-speech-codec \
# --lr 1.0e-4 \
# --num_epochs 20 \
# --num_pretraining_epochs 0 \
# --num_devices 4 \
# --dropout_rate 0.75 \
# --save_path ../output \
# --seed 53
accelerate launch main.py \
--exp_name esc-large-non-adv \
--config_path ./configs/9kbps_esc_large.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 80 \
--num_pretraining_epochs 15 \
--num_devices 4 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53
## Method Ablations
accelerate launch main.py \
--exp_name csvq+swinT \
--config_path ./configs/ablations/9kbps_csvq_swinT.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 50 \
--num_pretraining_epochs 5 \
--num_devices 4 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53
accelerate launch main.py \
--exp_name csvq+conv_9kbps \
--config_path ./configs/ablations/9kbps_csvq_conv.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 50 \
--num_pretraining_epochs 5 \
--num_devices 4 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53
accelerate launch main.py \
--exp_name rvq+swinT \
--config_path ./configs/ablations/9kbps_rvq_swinT.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 50 \
--num_pretraining_epochs 5 \
--num_devices 2 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53
accelerate launch main.py \
--exp_name rvq+conv \
--config_path ./configs/ablations/9kbps_rvq_conv.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 50 \
--num_pretraining_epochs 5 \
--num_devices 4 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53
accelerate launch main.py \
--exp_name csvq+swinT_w/o_pretraining \
--config_path ./configs/ablations/9kbps_csvq_swinT.yaml \
--wandb_project efficient-speech-codec \
--lr 1.0e-4 \
--num_epochs 50 \
--num_pretraining_epochs 0 \
--num_devices 2 \
--dropout_rate 0.75 \
--save_path ../output \
--seed 53