发明名称 |
DEEP NEURAL NETWORK PROCESSING ON HARDWARE ACCELERATORS WITH STACKED MEMORY |
摘要 |
A method is provided for processing on an acceleration component a deep neural network. The method includes configuring the acceleration component to perform forward propagation and backpropagation stages of the deep neural network. The acceleration component includes an acceleration component die and a memory stack disposed in an integrated circuit package. The memory stack has a memory bandwidth greater than about 50 GB/sec and a power efficiency of greater than about 20 MB/sec/mW. |
申请公布号 |
WO2017003888(A1) |
申请公布日期 |
2017.01.05 |
申请号 |
WO2016US39465 |
申请日期 |
2016.06.27 |
申请人 |
MICROSOFT TECHNOLOGY LICENSING, LLC |
发明人 |
BURGER, Douglas C.;CHIOU, Derek;CHUNG, Eric;PUTNAM, Andrew R. |
分类号 |
G06N3/063;G06F15/78;G06N3/08;G06N5/02 |
主分类号 |
G06N3/063 |
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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