HBM based memory lookup engine for deep learning accelerator
AssigneeSamsung Electronics Co., Ltd.
InventorsPeng Gu, Krishna T. Malladi, Hongzhong Zheng
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AssigneeSamsung Electronics Co., Ltd.
InventorsPeng Gu, Krishna T. Malladi, Hongzhong Zheng
Estimating the term…
A storage device and method of controlling a storage device are disclosed. The storage device includes a host, a logic die, and a high bandwidth memory stack including a memory die. A computation lookup table is stored on a memory array of the memory die. The host sends a command to perform an operation utilizing a kernel and a plurality of input feature maps, includes finding the product of a weight of the kernel and values of multiple input feature maps. The computation lookup table includes a row corresponding to a weight of the kernel, and a column corresponding to a value of the input feature maps. A result value stored at a position corresponding to a row and a column is the product of the weight corresponding to the row and the value corresponding to the column.
A storage device, comprising:
A method for obtaining operation results, the method comprising:
A system for obtaining operation results, the system comprising:
Dependencies are inferred from the claim text.