most citedScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training

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cs.CL2021

4-bit Quantization of LSTM-based Speech Recognition Models

Andrea Fasoli, Chia-Yu Chen, Mauricio Serrano +9

We investigate the impact of aggressive low-precision representations of weights and activations in two families of large LSTM-based architectures for Automatic Speech Recognition…