icefall/egs/librispeech/ASR/run_adapter.sh
2023-03-13 15:11:58 +09:00

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git pull
workstation="bear"
if [ $workstation = "whale" ]; then
export CUDA_VISIBLE_DEVICES="0,1,2,3,4,5,6,7"
./pruned_transducer_stateless_d2v_v2/train_adapter.py \
--add-adapter True \
--adapter-lr 0.001 \
--gender male \
--wandb False \
--input-strategy AudioSamples \
--enable-spec-aug False \
--multi-optim False \
--world-size 8 \
--num-epochs 10 \
--full-libri 1 \
--exp-dir ./pruned_transducer_stateless_d2v_v2/$1 \
--max-duration 200 \
--encoder-dim 768 \
--decoder-dim 768 \
--joiner-dim 768 \
--use-fp16 0 \
--accum-grads 1 \
--encoder-type d2v \
--additional-block True \
--prune-range 10
# ./pruned_transducer_stateless_d2v_v2/train_adapter.py \
# --add-adapter True \
# --adapter-lr 0.001 \
# --gender female
# --wandb False \
# --input-strategy AudioSamples \
# --enable-spec-aug False \
# --multi-optim False \
# --world-size 8 \
# --num-epochs 10 \
# --full-libri 1 \
# --exp-dir ./pruned_transducer_stateless_d2v_v2/$1 \
# --max-duration 200 \
# --use-fp16 0 \
# --encoder-type d2v \
# --additional-block True \
# --encoder-dim 768 \
# --decoder-dim 768 \
# --joiner-dim 768 \
# --prune-range 10
else
export CUDA_VISIBLE_DEVICES="0,1,2,3"
./pruned_transducer_stateless_d2v_v2/train_adapter.py \
--num-buckets 2 \
--add-adapter True \
--adapter-lr 0.02472 \
--wandb False \
--input-strategy AudioSamples \
--enable-spec-aug False \
--multi-optim False \
--world-size 4 \
--num-epochs 201 \
--full-libri 1 \
--exp-dir ./pruned_transducer_stateless_d2v_v2/$1 \
--max-duration 150 \
--encoder-dim 768 \
--decoder-dim 768 \
--joiner-dim 768 \
--use-fp16 0 \
--accum-grads 4 \
--encoder-type d2v \
--additional-block True \
--prune-range 10 \
--ctc-loss-scale 0.1924 \
--lm-scale 0.1254 \
--simple-loss-scale 0.2869
fi