DeepLearningExamples/PyTorch/Translation/GNMT/scripts/train.sh
2018-08-07 16:27:43 +02:00

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#!/bin/bash
set -e
DATASET_DIR='data/wmt16_de_en'
RESULTS_DIR='gnmt_wmt16'
# run training
python3 -m multiproc train.py \
--save ${RESULTS_DIR} \
--dataset-dir ${DATASET_DIR} \
--seed 1 \
--epochs 6 \
--math fp16 \
--print-freq 10 \
--batch-size 128 \
--model-config "{'num_layers': 4, 'hidden_size': 1024, 'dropout':0.2, 'share_embedding': True}" \
--optimization-config "{'optimizer': 'Adam', 'lr': 5e-4}"