Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS
Author:
Affiliation:
1. Shanghai Jiao Tong University
2. University of Pittsburgh
3. NVIDIA
Funder
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9773179/9773180/09773253.pdf?arnumber=9773253
Reference65 articles.
1. Improving neural network efficiency via post-training quan-tization with adaptive floating-point;liu;Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV 2021),0
2. Improving GPGPU resource utilization through alternative thread block scheduling
3. Fractional GPUs: Software-Based Compute and Memory Bandwidth Reservation for GPUs
4. GDP: Using Dataflow Properties to Accurately Estimate Interference-Free Performance at Runtime
5. Densely Connected Convolutional Networks
Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing;Proceedings of the 53rd International Conference on Parallel Processing;2024-08-12
2. Securing AI Inference in the Cloud: Is CPU-GPU Confidential Computing Ready?;2024 IEEE 17th International Conference on Cloud Computing (CLOUD);2024-07-07
3. JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping;Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2;2024-04-27
4. ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores;Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming;2024-02-20
5. MSHGN: Multi-scenario adaptive hierarchical spatial graph convolution network for GPU utilization prediction in heterogeneous GPU clusters;Journal of Parallel and Distributed Computing;2024-02
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3