small core
Recently Published Documents


TOTAL DOCUMENTS

267
(FIVE YEARS 38)

H-INDEX

33
(FIVE YEARS 3)

2021 ◽  
Author(s):  
tao zhao ◽  
Xuelei Fu ◽  
Jing Zhan ◽  
Kewei Chen ◽  
Zhengying Li

2021 ◽  
Author(s):  
Caroline Hasler ◽  
Paul Tackley
Keyword(s):  

2021 ◽  
Author(s):  
Yoji Yamato

IEICE Technical Report, IN2020-30.In recent years, utilization of heterogeneous hardware other than small core CPU such as GPU, FPGA or many core CPU is increasing. However, when using heterogeneous hardware, barriers of technical skills such as OpenMP, CUDA and OpenCL are high. Based on that, I have proposed environment-adaptive software that enables automatic conversion, configuration, and high performance operation of once written code, according to the hardware to be placed. However, including existing technologies, there has been no research to properly and automatically offload the mixed offloading destination environment such as GPU, FPGA and many core CPU. In this paper, as a new element of environment-adaptive software, I study a method for offloading applications properly and automatically in the environment where the offloading destination is mixed with GPU, FPGA and many core CPU. I evaluate the effectiveness of the proposed method in multiple applications.


Author(s):  
Christian R. Petersen ◽  
Mikkel B. Lotz ◽  
Christos Markos ◽  
Getinet Woyessa ◽  
David Furniss ◽  
...  
Keyword(s):  

2021 ◽  
Author(s):  
Joel Nunes ◽  
Lukasz Sojka ◽  
Richard Crane ◽  
David Furniss ◽  
David Mabwa ◽  
...  

2021 ◽  
Author(s):  
Lulu Xu ◽  
Yingying Wang ◽  
Li Jiang ◽  
Peilong Yang ◽  
Lei Zhang ◽  
...  

Author(s):  
Alex Chengyu Fang ◽  
Min Dong

Abstract This article provides a corpus-based investigation into shell nouns. Shell nouns perform a variety of referential functions and express speaker stance. The investigation was motivated by the fact that past research in this area has been primarily based on written texts. Very little is known about the use of shell nouns in speech. The study used the ICE-GB corpus of contemporary British English and investigated cataphoric shell nouns complemented by appositive that-clauses across fine-grained spoken and written registers. It has revealed that the deployment of shell nouns is governed by the principle of register formality definable in terms of contextual configurations of the Field-Tenor-Mode complex rather than the mode of production. Additionally, the study has uncovered the frequent use of a small core set of shell nouns common across speech and writing. Hence it argues that shell nouns are part and parcel of spoken and written discourse and that they pertain more to grammar than to lexis.


Author(s):  
Yang Li ◽  
Guangcan Liu ◽  
Yubao Sun ◽  
Qingshan Liu ◽  
Shengyong Chen

Auto-encoder has been widely used to compress high-dimensional data such as the images and videos. However, the traditional auto-encoder network needs to store a large number of parameters. Namely, when the input data is of dimension n , the number of parameters in an auto-encoder is in general O ( n ). In this article, we introduce a network structure called 3D Tensor Auto-Encoder (3DTAE). Unlike the traditional auto-encoder, in which a video is represented as a vector, our 3DTAE considers videos as 3D tensors to directly pass tensor objects through the network. The weights of each layer are represented by three small matrices, and thus the number of parameters in 3DTAE is just O ( n 1/3). The compact nature of 3DTAE fits well the needs of video compression. Given an ensemble of high-dimensional videos, we represent them as 3DTAE networks plus some small core tensors, and we further quantize the network parameters and the core tensors to get the final compressed data. Experimental results verify the efficiency of 3DTAE.


2021 ◽  
Vol 60 (03) ◽  
Author(s):  
Austin A. South ◽  
Nicholas C. Giglio ◽  
Nathaniel M. Fried

Sign in / Sign up

Export Citation Format

Share Document