II-New: PyMTL: A Unified Framework for Vertically Integrated Computer Architecture Research
II-New: PyMTL: A Unified Framework for Vertically Integrated Computer Architecture Research
批准号:
1512937
负责人:
Christopher Batten
金额:
$44.37万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2015
资助国家:
美国
项目状态:
已结题
起止时间:
2015-07-01 至 2020-06-30
中文摘要
该项目将开发一个新的建模框架,以实现引人注目的新的垂直集成计算机体系结构研究。该框架被pi称为PyMTL,它利用Python编程语言为并发结构建模和硬件设计创建了一种高效的特定于领域的嵌入式语言。使用Python作为建模和框架实现语言在生产力方面提供了相当大的好处。该提案还描述了将PyMTL集成到计算机工程课程中的计划,以及正在进行的教育和行业推广工作。该项目将使数据并行加速器的研究项目成为可能;用于动态编程语言的加速器;片上互连网络;全芯片高阶合成;fpga的特定领域规范和编译。它还设想pi机构的其他研究人员,以及更广泛的计算机体系结构社区,将使用PyMTL来实现各种领域的基本进步。该项目还包括通过基于在线的门户网站、会议教程、在线教程、示例实验作业、基于云的开发环境和PyMTL beta测试来吸引计算机体系结构研究社区的计划。
英文摘要
This project will develop a new modeling framework to enable compelling new vertically integrated computer architecture research. The framework, called the PyMTL by the PIs, leverages the Python programming language to create a highly productive domain-specific embedded language for concurrent structural modeling and hardware design. The use of Python as a modeling and framework implementation language provides considerable benefit in terms of productivity. The proposal also describes plans for integrating PyMTL into the computer engineering curriculum, and ongoing educational and industry outreach efforts. The project will enable research projects on data-parallel accelerators; accelerators for dynamic programming languages; on-chip interconnection networks; full-chip high-level synthesis; and domain-specific specification and compilation for FPGAs. It is also envisioned that other researchers at PIs' institution, and more broadly within the computer architecture community, will use PyMTL to enable fundamental advances in a variety of areas. The project also consists of a plan for engaging the computer architecture research community through an online based portal, conference tutorials, online tutorials, example lab assignments, cloud-based development environments, and PyMTL beta-testing.
期刊论文(2)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1145/3316781.3317884
发表时间:
2019-06
期刊:
2019 56th ACM/IEEE Design Automation Conference (DAC)
影响因子:
--
作者:
[Yuan Zhou;Haoxing Ren;Yanqing Zhang;Ben Keller;Brucek Khailany;Zhiru Zhang]
通讯作者:
Yuan Zhou;Haoxing Ren;Yanqing Zhang;Ben Keller;Brucek Khailany;Zhiru Zhang
DOI:
10.1109/fccm.2018.00029
发表时间:
2018-04
期刊:
2018 IEEE 26th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)
影响因子:
--
作者:
[Steve Dai;Yuan Zhou;Hang Zhang;Ecenur Ustun;Evangeline F. Y. Young;Zhiru Zhang]
通讯作者:
Steve Dai;Yuan Zhou;Hang Zhang;Ecenur Ustun;Evangeline F. Y. Young;Zhiru Zhang
Collaborative Research: Frameworks: Advancing Computer Hardware and Systems' Research Capability, Reproducibility, and Sustainability with the gem5 Simulator Ecosystem
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批准号:2311890
-
项目类别:Standard Grant
-
资助金额:$19.97万
-
财政年份:2023
-
负责人:Christopher Batten
-
依托单位:
Collaborative Research: PPoSS: LARGE: Panorama: Integrated Rack-Scale Acceleration for Computational Pangenomics
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批准号:2118709
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项目类别:Continuing Grant
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资助金额:$327.15万
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财政年份:2021
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负责人:Christopher Batten
-
依托单位:
SHF: Small: EVE: Ephemeral Vector Engines
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批准号:2008471
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项目类别:Standard Grant
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资助金额:$40.0万
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财政年份:2020
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负责人:Christopher Batten
-
依托单位:
SHF: Small: Closing the Productivity/Performance Gap with Just-in-Time Configuration of Meta-Trace Accelerators
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批准号:1527065
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项目类别:Standard Grant
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资助金额:$50.0万
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财政年份:2015
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负责人:Christopher Batten
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依托单位:
Student Travel Support for the 21st Annual IEEE International Symposium on High-Performance Computer Architecture (HPCA 2015)
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批准号:1451396
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项目类别:Standard Grant
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资助金额:$1.5万
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财政年份:2014
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负责人:Christopher Batten
-
依托单位:
XPS: DSD: Polymorphic Hardware Specialization for Domain-Specific Algorithms and Data Structures
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批准号:1337240
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项目类别:Standard Grant
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资助金额:$69.83万
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财政年份:2013
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负责人:Christopher Batten
-
依托单位:
CAREER: Explicit Loop Architectures for Efficiently Exploiting Instruction- and Data-Level Parallelism
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批准号:1149464
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项目类别:Continuing Grant
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资助金额:$49.97万
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财政年份:2012
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负责人:Christopher Batten
-
依托单位:
Collaborative Research: II-NEW: Prototyping Platform to Enable Power-Centric Multicore Research
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批准号:1059233
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项目类别:Standard Grant
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资助金额:$9.7万
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财政年份:2011
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负责人:Christopher Batten
-
依托单位:
海外基金