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System and method for parallelizing and speeding up training and classification of learning machines using massively parallel accelerators
System and method for parallelizing and speeding up training and classification of learning machines using massively parallel accelerators
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机译:使用大规模并行加速器来并行化和加速学习机的训练和分类的系统和方法
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摘要
A method system for training an apparatus to recognize a pattern includes providing the apparatus with a host processor executing steps of a machine learning process; providing the apparatus with an accelerator including at least two processors; inputting training pattern data into the host processor; determining coefficient changes in the machine learning process with the host processor using the training pattern data; transferring the training data to the accelerator; determining kernel dot-products with the at least two processors of the accelerator using the training data; and transferring the dot-products back to the host processor.
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