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cs.LG2023
Accelerating Large Batch Training via Gradient Signal to Noise Ratio (GSNR)
Guo-qing Jiang, Jinlong Liu, Zixiang Ding +2
As models for nature language processing (NLP), computer vision (CV) and recommendation systems (RS) require surging computation, a large number of GPUs/TPUs are paralleled as a la…
cs.LG2021
A Column Streaming-Based Convolution Engine and Mapping Algorithm for CNN-based Edge AI accelerators
Weison Lin, Tughrul Arslan
Edge AI accelerators have been emerging as a solution for near customers' applications in areas such as unmanned aerial vehicles (UAVs), image recognition sensors, wearable devices…