Characterization of Data Generating Neural Network Applications on x86 CPU Architecture
2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)（2020）
关键词
software-to-hardware mappings,convolution operations,data generating neural network applications,super resolution GAN,prefetch-based solutions,memory-bound layers,bandwidth utilization,forced data,data-readiness,x86 hardware architecture,Neural Style Transfer,contemporary data-generating neural network-based workloads,x86 CPU architecture,vector-based functional units,unoptimized library kernel implementation
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