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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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You are training an LSTM-based model on Google AI Platform to create text summaries. Below is the job submission script you are using: gcloud ai-platform jobs submit training JOBNAME−−package−pathJOB_NAME --package-path JOBN​AME−−package−pathTRAINER_PACKAGE_PATH --module-name MAINTRAINERMODULE−−job−dirMAIN_TRAINER_MODULE --job-dir MAINT​RAINERM​ODULE−−job−dirJOB_DIR --region $REGION --scale-tier basic -- --epochs 20 --batch_size=32 --learning_rate=0.001. Your goal is to minimize the training time without significantly compromising the accuracy of the model. Considering the current settings, what should you do to achieve this balance?

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