Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As the feature size of the semiconductor process is scaling down to 10nm and below, it is possible to assemble systems with high performance processors that can theoretically provide computational por of up to tens of PLOPS. Hover, the por consumption of these systems is also rocketing up to tens of millions watts, and the actual performance is only around 60% of the theoretical performance. Today, por efficiency and sustained performance have become the main foci of processor designers. Traditional computing architecture such as superscalar and GPGPU are proven to be por inefficient, and there is a big gap beten the actual and peak performance. ,  present the MaPU architecture, a novel architecture which is suitable for data-intensive computing with great por efficiency and sustained computation throughput. To achieve this goal, MaPU attempts to optimize the application from a system perspective, including the hardware, algorithm and corresponding program model. It uses an innovative multi-granularity parallel memory system with intrinsic shuffle ability, cascading pipelines with wide SIMD data paths and a state-machine-based program model. When executing typical signal processing algorithms, a single MaPU core implemented with a 40nm process exhibits a sustained performance of 134 GLOPS while consuming only 2.8 W in por, which increases the actual por efficiency by an order of magnitude comparable with the traditional CPU and GPGPU.
['Donglin Wang', 'Xueliang Du', 'Leizu Yin', 'Chen Lin', 'Hong Ma', 'Weili Ren', 'Huijuan Wang', 'Xingang Wang', 'Shaolin Xie', 'Lei Wang', 'Zijun Liu', 'Tao Wang', 'Zhonghua Pu', 'Guangxin Ding', 'Mengchen Zhu', 'Lipeng Yang', 'Ruoshan Guo', 'Zhiwei Zhang', 'Xiao Lin', 'Jie Hao', 'Yongyong Yang', 'Wenqin Sun', 'F. Zhou', 'NuoZhou Xiao', 'Qian Cui', 'Xiaoqin Wang']
I am writing a research paper on a idea MaPU: A novel mathematical computing architecture
[{"from": "human", "value": "I am writing a research paper on a idea MaPU: A novel mathematical computing architecture"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As the feature size of the semiconductor process is scaling down to 10nm and below, it is possible to assemble systems with high performance processors that can theoretically provide computational por of up to tens of PLOPS. Hover, the por consumption of these systems is also rocketing up to tens of millions watts, and the actual performance is only around 60% of the theoretical performance. Today, por efficiency and sustained performance have become the main foci of processor designers. Traditional computing architecture such as superscalar and GPGPU are proven to be por inefficient, and there is a big gap beten the actual and peak performance. ,  present the MaPU architecture, a novel architecture which is suitable for data-intensive computing with great por efficiency and sustained computation throughput. To achieve this goal, MaPU attempts to optimize the application from a system perspective, including the hardware, algorithm and corresponding program model. It uses an innovative multi-granularity parallel memory system with intrinsic shuffle ability, cascading pipelines with wide SIMD data paths and a state-machine-based program model. When executing typical signal processing algorithms, a single MaPU core implemented with a 40nm process exhibits a sustained performance of 134 GLOPS while consuming only 2.8 W in por, which increases the actual por efficiency by an order of magnitude comparable with the traditional CPU and GPGPU."}]