YFlows: Systematic Dataflow Exploration and Code Generation for
Efficient Neural Network Inference using SIMD Architectures on CPUs

YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs

1 October 2023

Papers citing "YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs"

10 / 10 papers shown

Title
SySMOL: Co-designing Algorithms and Hardware for Neural Networks with Heterogeneous Precisions Cyrus Zhou Pedro H. P. Savarese Vaughn Richard Zack Hassman Xin Yuan Michael Maire Michael DiBrino Yanjing Li MQ 16 0 0 23 Nov 2023
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation Seongmin Hong Seungjae Moon Junsoo Kim Sungjae Lee Minsub Kim Dongsoo Lee Joo-Young Kim 64 76 0 22 Sep 2022
SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences Guan Shen Jieru Zhao Quan Chen Jingwen Leng C. Li Minyi Guo 39 26 0 29 Jun 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Jiaming Zhang Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 39 36 0 27 Feb 2022
Winograd Convolution for Deep Neural Networks: Efficient Point Selection Syed Asad Alam Andrew Anderson B. Barabasz David Gregg 56 25 0 25 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 106 663 0 24 Jan 2022
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,428 0 04 Jan 2021
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices Byung Hoon Ahn Jinwon Lee J. Lin Hsin-Pai Cheng Jilei Hou H. Esmaeilzadeh 62 54 0 04 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 206 14,357 0 07 Oct 2016