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TWO STAGE TRAINING TO OBTAIN A BEST DEEP LEARNING MODEL WITH EFFICIENT USE OF COMPUTING RESOURCES
TWO STAGE TRAINING TO OBTAIN A BEST DEEP LEARNING MODEL WITH EFFICIENT USE OF COMPUTING RESOURCES
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机译:两个阶段培训,以获得最佳的深度学习模型,有效利用计算资源
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摘要
A computer-implemented method, a computer program product, and a computer system for efficient use of computing resources in two stage training of a deep learning model. A computer executes a first first-stage training job to train a deep learning model. The computer finishes the first first-stage training job by using early stopping and then registers a first second-stage training job to train a deep learning model that has been trained in the first first-stage training job. The computer executes the first second-stage training job with a small number of epochs. The computer interrupts the first second-stage training job and executes a second first-stage training job, in response to receiving a registration of the second first-stage training job. The computer interrupts the first second-stage training job and executes a second second-stage training job that has a higher priority, in response to receiving a registration of the second second-stage training job.
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