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Srinivasan, Vijayalakshmi (Viji)
Srinivasan, Vijayalakshmi (Viji)
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ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
2020
| Annual Conference on Neural Information Processing Systems
Chia Yu Chen
Jiamin Ni
Songtao Lu
Xiaodong Cui
Pin Yu Chen
Xiao Sun
Naigang Wang
Swagath Venkataramani
Srinivasan, Vijayalakshmi (Viji)
Wei Zhang
Kailash Gopalakrishnan
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Ultra-Low Precision 4-bit Training of Deep Neural Networks
2020
| Annual Conference on Neural Information Processing Systems
Xiao Sun
Naigang Wang
Chia Yu Chen
Jiamin Ni
Ankur Agrawal
Xiaodong Cui
Swagath Venkataramani
Kaoutar El Maghraoui
Srinivasan, Vijayalakshmi (Viji)
Kailash Gopalakrishnan
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Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks
2019
| Annual Conference on Neural Information Processing Systems
Xiao Sun
Jungwook Choi
Chia Yu Chen
Naigang Wang
Swagath Venkataramani
Srinivasan, Vijayalakshmi (Viji)
Xiaodong Cui
Wei Zhang
Kailash Gopalakrishnan
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