发明名称 |
System and method for parallelizing and accelerating learning machine training and classification using a massively parallel accelerator |
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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申请公布号 |
US8359281(B2) |
申请公布日期 |
2013.01.22 |
申请号 |
US20090478073 |
申请日期 |
2009.06.04 |
申请人 |
NEC LABORATORIES AMERICA, INC.;CADAMBI SRIHARI;DURDANOVIC IGOR;JAKKULA VENKATA;COSATTO ERIC;SANKARADASS MURUGAN;GRAF HANS PETER;CHAKRADHAR SRIMAT T. |
发明人 |
CADAMBI SRIHARI;DURDANOVIC IGOR;JAKKULA VENKATA;COSATTO ERIC;SANKARADASS MURUGAN;GRAF HANS PETER;CHAKRADHAR SRIMAT T. |
分类号 |
G06F15/18 |
主分类号 |
G06F15/18 |
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地址 |
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