icefall/egs/librispeech/ASR/run_adapter.sh
2022-12-27 11:22:18 +09:00

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git pull
workstation="whale"
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 0.000025 \
--wandb False \
--input-strategy AudioSamples \
--enable-spec-aug False \
--multi-optim False \
--world-size 8 \
--num-epochs 10 \
--start-epoch 1 \
--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.py \
--wandb False \
--input-strategy AudioSamples \
--enable-spec-aug False \
--multi-optim False \
--start-epoch 28 \
--world-size 4 \
--num-epochs 30 \
--full-libri 1 \
--exp-dir ./pruned_transducer_stateless_d2v_v2/$1 \
--max-duration 150 \
--freeze-finetune-updates 3000 \
--encoder-dim 768 \
--decoder-dim 768 \
--joiner-dim 768 \
--use-fp16 0 \
--peak-dec-lr 0.04175 \
--peak-enc-lr 0.0003859 \
--accum-grads 4 \
--encoder-type d2v \
--additional-block True \
--prune-range 10 \
--context-size 2 \
--ctc-loss-scale 0.2
fi