MASR uses bitmask encoding and dynamic load balancing in a modular accelerator to skip zero weights and activations in RNNs, claiming 1.6x speed, 3x energy, and 2x area gains over EIE.
What is automatic speech recognition (ASR)?
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MASR: A Modular Accelerator for Sparse RNNs
MASR uses bitmask encoding and dynamic load balancing in a modular accelerator to skip zero weights and activations in RNNs, claiming 1.6x speed, 3x energy, and 2x area gains over EIE.