Deep neural network training accelerator and operation method thereof
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United States of America
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Apr 1, 2025
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Jan 20, 2022
app pub date -
Jan 19, 2021
filing date -
Jan 19, 2021
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Abstract
A deep neural network training accelerator includes an operational unit sequentially performing first and second operations on a plurality of input data of a sub-set according to a mini-batch gradient descent, a determination unit determining each of the input data as one of skip data and training data based on a confidence matrix obtained by the first operation, and a control unit controlling the operational unit to skip the second operation with respect to the skip data.
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