发明名称 |
SYSTEM AND METHOD FOR PARALLELIZING AND ACCELERATING LEARNING MACHINE TRAINING AND CLASSIFICATION USING A MASSIVELY PARALLEL ACCELERATOR |
摘要 |
<p>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.</p> |
申请公布号 |
WO2009149236(A2) |
申请公布日期 |
2009.12.10 |
申请号 |
WO2009US46213 |
申请日期 |
2009.06.04 |
申请人 |
NEC LABORATORIES AMERICA, INC. |
发明人 |
CADAMBI, SRIHARI |
分类号 |
G06F15/16;G06F9/46;G06F13/00 |
主分类号 |
G06F15/16 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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