Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization
- Andrea Fasoli
- Chia-Yu Chen
- et al.
- 2022
- INTERSPEECH 2022
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29 results for Mauricio Serrano
4-bit quantization of LSTM-based speech recognition models
- Andrea Fasoli
- Chia-Yu Chen
- et al.
- 2021
- INTERSPEECH 2021
RaPiD: AI Accelerator for Ultra-Low Precision Training and Inference
- Swagath Venkataramani
- Vijayalakshmi Srinivasan
- et al.
- 2021
- ISCA 2021
Efficient AI System Design with Cross-Layer Approximate Computing
- Swagath Venkataramani
- Xiao Sun
- et al.
- 2020
- Proceedings of the IEEE
BlueConnect: Decomposing all-reduce for deep learning on heterogeneous network hierarchy
- M. Cho
- Ulrich Finkler
- et al.
- 2019
- IBM J. Res. Dev
DeepTools: Compiler and Execution Runtime Extensions for RaPiD AI Accelerator
- Swagath Venkataramani
- Jungwook Choi
- et al.
- 2019
- IEEE Micro
Efficient implementation of sparse matrix-sparse vector multiplication for large scale graph analytics
- Mauricio Serrano
- 2019
- HPEC 2019
Enabling massive deep neural networks with the GraphBLAS
- J. Kepner
- Manoj Kumar
- et al.
- 2017
- HPEC 2017
Graph Programming Interface (GPI): A Linear Algebra Programming Model for Large Scale Graph Computations
- William P. Horn
- Manoj Kumar
- et al.
- 2017
- Int. J. Parallel Program
Efficient implementation of scatter-gather operations for large scale graph analytics
- Manoj Kumar
- Mauricio Serrano
- et al.
- 2016
- HPEC 2016