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Proceedings of the 44th Annual International Symposium on computer architecture, ISSN 1063-6897, 06/2017, Volume 128643, pp. 1 - 12
Many architects believe that major improvements in cost-energy-performance must now come from domain-specific hardware. This paper evaluates a custom... 
MLP | accelerator | deep learning | CNN | domain-specific architecture | LSTM | RNN | DNN | TPU | GPU | neural network | TensorFlow | Transmission line matrix methods | Graphics processing units | Artificial neural networks | Training | Tensile stress | Hardware | Central Processing Unit | Deep learning | Domain-specific architecture | Neural network | Accelerator
Conference Proceeding
11/2019
N-차원 텐서에 액세스하기 위한 방법, 시스템 및 장치가 설명된다. 일부 구현들에서, 방법은, 제1 네스트 루프의 하나 이상의 제1 반복 각각에 대해, 상기 제2 네스트 루프에 대한 제1 루프 바운드에 도달할 때까지 상기 제1 네스트 루프 내에 네스트된 제2 네스트 루프의 반복들을... 
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL | COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
08/2019
Methods, systems, and apparatus, including an apparatus for transferring data using multiple buffers, including multiple memories and one or more processing... 
COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
05/2019
Sum Register Linear uni 1 (LU) (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
07/2019
A computing unit is disclosed, comprising a first memory bank for storing input activations and a second memory bank for storing parameters used in performing... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
07/2019
Methods, systems, and apparatus for accessing a N-dimensional tensor are described. In some implementations, a method includes, for each of one or more first... 
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL | COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
06/2019
방법, 시스템 및 장치로서 다수의 메모리 및 제2 데이터 저장 위치로 전송되는 제1 데이터 저장 위치에 저장된 데이터 엘리먼트들의 시퀀스에 대한 버퍼 메모리 어드레스들을 결정하도록 구성된 하나 이상의 처리 유닛을 포함하는, 다수의 버퍼를 사용하여 데이터를 전송하는 장치를 포함한다.... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
06/2019
프로세싱 유닛에 의해, 텐서 계산을 수행하기 위한 데이터 값들을 특정하는 명령어를 수신하는 단계를 포함하는 컴퓨터로 구현되는 방법. 상기 방법은 상기 프로세싱 유닛에 의해, 상기 명령어의 수신에 응답하여, 복수의 루프들을 포함하는 루프 네스트를 실행함으로써 상기 텐서 계산을 수행하는... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
06/2019
입력 활성화를 저장하기 위한 제1 메모리 뱅크 및 연산을 수행하는데 사용되는 파라미터를 저장하기 위한 제2 메모리 뱅크를 포함하는 컴퓨팅 유닛이 개시된다. 연산 유닛은 제2 메모리 뱅크로부터 파라미터를 수신하고 연산을 수행하는 적어도 하나의 MAC(multiply accumulate)... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
05/2019
An accelerator for accelerating tensor computations includes a computing unit 200 having at least one first memory bank 210 for storing input activations and... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
05/2019
Methods, systems, and apparatus, including an apparatus for transferring data using multiple buffers, including multiple memories and one or more processing... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
04/2019
The processor(s) identifies a prologue or epilogue loop having a corresponding data array for storing values of the prologue or epilogue loop in a... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
04/2019
Methods, systems, and apparatus for accessing a N-dimensional tensor are described. In some implementations, a method includes, for each of one or more first... 
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL | COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
03/2019
Methods, systems, and apparatus, including an apparatus for accessing data. In some implementations, an apparatus includes address offset value elements that... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
03/2019
One embodiment of an accelerator includes a computing unit; a first memory bank for storing input activations and a second memory bank for storing parameters... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
03/2019
Methods, systems, and apparatus, including an apparatus for transferring data using multiple buffers, including multiple memories and one or more processing... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
02/2019
One embodiment of an accelerator includes a computing unit; a first memory bank for storing input activations and a second memory bank for storing parameters... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
02/2019
One embodiment of an accelerator includes a computing unit; a first memory bank for storing input activations and a second memory bank for storing parameters... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
02/2019
Eine Ausführungsform eines Beschleunigers umfasst eine Recheneinheit; eine erste Arbeitsspeicherbank zum Speichern von Eingangsaktivierungen und eine zweite... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
02/2019
Methods, systems, and apparatus including an apparatus for accessing data. In some implementations, an apparatus includes address offset value elements that... 
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
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