124 citations · 125 across the 2 of their papers we have counts for
2 papers
cs.CV2018★ 1 cited
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe
Jiong Gong, Haihao Shen, Guoming Zhang +6
High throughput and low latency inference of deep neural networks are critical for the deployment of deep learning applications. This paper presents the efficient inference techniq…
cs.NE2018★ 124 cited
Mixed Precision Training of Convolutional Neural Networks using Integer Operations
Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere +14
The state-of-the-art (SOTA) for mixed precision training is dominated by variants of low precision floating point operations, and in particular, FP16 accumulating into FP32 Micikev…