COMPUTER-IMPLEMENTED METHODS AND SYSTEMS FOR COMPRESSING RECURRENT NEURAL NETWORK (RNN) MODELS AND ACCELERATING RNN EXECUTION IN MOBILE DEVICES TO ACHIEVE REAL-TIME INFERENCE
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United States of America Patent
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Issued Date -
Feb 23, 2023
app pub date -
Jan 25, 2021
filing date -
Jan 25, 2021
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Abstract
A recurrent neural network (RNN) acceleration framework leverages both a block-based pruning approach and compiler optimizations to accelerate RNN inference on mobile devices.
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