Patents by Inventor Bingrui WANG
Bingrui WANG has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20210334105Abstract: The present disclosure provides a data processing method and an apparatus and a related product. The products include a control module including an instruction caching unit, an instruction processing unit, and a storage queue unit. The instruction caching unit is configured to store computation instructions associated with an artificial neural network operation; the instruction processing unit is configured to parse the computation instructions to obtain a plurality of operation instructions; and the storage queue unit is configured to store an instruction queue, where the instruction queue includes a plurality of operation instructions or computation instructions to be executed in the sequence of the queue. By utilizing the above-mentioned method, the present disclosure can improve the operation efficiency of related products when performing operations of a neural network model.Type: ApplicationFiled: May 21, 2021Publication date: October 28, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Bingrui WANG, Zhen LI, Jun LIANG
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Patent number: 11106598Abstract: The present disclosure provides a computation device. The computation device is configured to perform a machine learning computation, and includes an operation unit, a controller unit, and a conversion unit. The storage unit is configured to obtain input data and a computation instruction. The controller unit is configured to extract and parse the computation instruction from the storage unit to obtain one or more operation instructions, and to send the one or more operation instructions and the input data to the operation unit. The operation unit is configured to perform operations on the input data according to one or more operation instructions to obtain a computation result of the computation instruction. In the examples of the present disclosure, the input data involved in machine learning computations is represented by fixed-point data, thereby improving the processing speed and efficiency of training operations.Type: GrantFiled: December 16, 2019Date of Patent: August 31, 2021Assignee: Shanghai Cambricon Information Technology Co., Ltd.Inventors: Yao Zhang, Bingrui Wang
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Publication number: 20210247979Abstract: The present disclosure provides a data processing method and an apparatus and a related product. The products include a control module including an instruction caching unit, an instruction processing unit, and a storage queue unit. The instruction caching unit is configured to store computation instructions associated with an artificial neural network operation; the instruction processing unit is configured to parse the computation instructions to obtain a plurality of operation instructions; and the storage queue unit is configured to store an instruction queue, where the instruction queue includes a plurality of operation instructions or computation instructions to be executed in the sequence of the queue. By adopting the above-mentioned method, the present disclosure can improve the operation efficiency of related products when performing operations of a neural network model.Type: ApplicationFiled: April 27, 2021Publication date: August 12, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Bingrui WANG, Jun LIANG
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Publication number: 20210150325Abstract: The present disclosure provides a data processing method and an apparatus and related products. The products include a control module including an instruction caching unit, an instruction processing unit, and a storage queue unit. The instruction caching unit is configured to store computation instructions associated with an artificial neural network operation; the instruction processing unit is configured to parse the computation instructions to obtain a plurality of operation instructions; and the storage queue unit is configured to store an instruction queue, where the instruction queue includes a plurality of operation instructions or computation instructions to be executed in the sequence of the queue. By adopting the above-mentioned method, the present disclosure can improve the operation efficiency of related products when performing operations of a neural network model.Type: ApplicationFiled: December 29, 2020Publication date: May 20, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Bingrui WANG, Xiaoyong ZHOU, Yimin ZHUANG, Huiying LAN, Jun LIANG
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Publication number: 20210150324Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.Type: ApplicationFiled: December 27, 2020Publication date: May 20, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
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Publication number: 20210117765Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.Type: ApplicationFiled: December 27, 2020Publication date: April 22, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
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Publication number: 20210117766Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.Type: ApplicationFiled: December 27, 2020Publication date: April 22, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
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Publication number: 20210117767Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.Type: ApplicationFiled: December 27, 2020Publication date: April 22, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
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Publication number: 20210117763Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.Type: ApplicationFiled: December 27, 2020Publication date: April 22, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
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Publication number: 20210117764Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.Type: ApplicationFiled: December 27, 2020Publication date: April 22, 2021Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
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Publication number: 20200401875Abstract: An integrated circuit chip apparatus and a processing method performed by an integrated circuit chip apparatus are disclosed. The disclosed integrated circuit chip apparatus and processing method are used for executing a multiplication operation, a convolution operation, or a training operation of a neural network. The present technical solution has the advantages of a reduced computational cost and low power consumption.Type: ApplicationFiled: September 2, 2020Publication date: December 24, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
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Publication number: 20200311531Abstract: Provided are an integrated circuit chip device and related products. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.Type: ApplicationFiled: June 16, 2020Publication date: October 1, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
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Publication number: 20200257752Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.Type: ApplicationFiled: December 19, 2019Publication date: August 13, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
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Publication number: 20200242192Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.Type: ApplicationFiled: December 19, 2019Publication date: July 30, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
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Publication number: 20200234105Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.Type: ApplicationFiled: December 19, 2019Publication date: July 23, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
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Publication number: 20200234106Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.Type: ApplicationFiled: December 19, 2019Publication date: July 23, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
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Publication number: 20200234107Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.Type: ApplicationFiled: December 19, 2019Publication date: July 23, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
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Publication number: 20200192632Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.Type: ApplicationFiled: December 19, 2019Publication date: June 18, 2020Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITEDInventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
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Publication number: 20200175357Abstract: The present disclosure provides an integrated circuit chip device and a related product. The integrated circuit chip device includes: a primary processing circuit and a plurality of basic processing circuits. The primary processing circuit or at least one of the plurality of basic processing circuits includes the compression mapping circuits configured to perform compression on each data of a neural network operation. The technical solution provided by the present disclosure has the advantages of a small amount of computations and low power consumption.Type: ApplicationFiled: November 27, 2019Publication date: June 4, 2020Inventors: Tianshi CHEN, Shaoli LIU, Bingrui WANG, Yao ZHANG
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Publication number: 20200174547Abstract: Disclosed in the present application are a control device, method and equipment for a processor. The control device for the processor comprises: an arithmetic circuit and a memory, the arithmetic circuit being connected to the memory. The arithmetic circuit is used to output a control signal according to acquired sensor data, and the control signal is used to control a processor. The control device, method and equipment for the processor according to the present invention may be used to determine whether it is necessary to start the processor according to preset key information, or whether it is necessary to reduce the energy consumption of a processor which is currently in operation, thereby improving endurance.Type: ApplicationFiled: January 9, 2019Publication date: June 4, 2020Inventors: Zhou Fang, Bingrui Wang