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公开(公告)号：US12093148B2
公开(公告)日：2024-09-17
申请号：US17547972
申请日：2021-12-10
发明人： Shaoli Liu , Xiaofu Meng , Xishan Zhang , Jiaming Guo , Di Huang , Yao Zhang , Yu Chen , Chang Liu
CPC分类号： G06F11/1476 , G06N3/047 , G06N3/08 , G06F2201/81 , G06F2201/865
摘要： The technical solution involves a board card including a storage component, an interface apparatus, a control component, and an artificial intelligence chip. The artificial intelligence chip is connected to the storage component, the control component, and the interface apparatus, respectively; the storage component is used to store data; the interface apparatus is used to implement data transfer between the artificial intelligence chip and an external device; and the control component is used to monitor a state of the artificial intelligence chip. The board card is used to perform an artificial intelligence operation.
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公开(公告)号：US20240168712A1
公开(公告)日：2024-05-23
申请号：US18284667
申请日：2022-06-24
发明人： Xiaocheng LUO
摘要： A system for sorting data in a single-core processor and a multi-core processor is included in a combined processing apparatus. The combined processing apparatus further includes a general interconnection interface and other processing apparatus. The computing apparatus interacts with other processing apparatus to jointly complete a computing operation specified by a user. The combined processing apparatus further includes a storage apparatus. The storage apparatus is connected to the apparatus and other processing apparatus, respectively. The storage apparatus is configured to store data of the apparatus and other processing apparatus. A solution of the present disclosure improves efficiency of various operations in data processing fields including, for example, an artificial intelligence field, thus reducing overall overheads and costs of the operations.
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公开(公告)号：US11990137B2
公开(公告)日：2024-05-21
申请号：US17119269
申请日：2020-12-11
发明人： Tianshi Chen , Shaoli Liu , Zai Wang , Shuai Hu
IPC分类号： G10L17/00 , G06F16/9535 , G06F18/20 , G06F18/21 , G06F18/2431 , G06F18/40 , G06N3/04 , G06N3/08 , G06Q30/0601 , G06T1/20 , G06T3/4046 , G10L15/16 , G10L17/18
CPC分类号： G10L17/00 , G06F16/9535 , G06F18/21 , G06F18/2431 , G06F18/285 , G06F18/40 , G06N3/04 , G06N3/08 , G06Q30/0631 , G06T1/20 , G06T3/4046 , G10L15/16 , G10L17/18 , G06T2200/28
摘要： Disclosed are an information processing method and a terminal device. The method comprises: acquiring first information, wherein the first information is information to be processed by a terminal device; calling an operation instruction in a calculation apparatus to calculate the first information so as to obtain second information; and outputting the second information. By means of the examples in the present disclosure, a calculation apparatus of a terminal device can be used to call an operation instruction to process first information, so as to output second information of a target desired by a user, thereby improving the information processing efficiency. The present technical solution has advantages of a fast computation speed and high efficiency.
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公开(公告)号：US11971836B2
公开(公告)日：2024-04-30
申请号：US17564366
申请日：2021-12-29
发明人： Yao Zhang , Shaoli Liu , Jun Liang , Yu Chen
IPC分类号： G06F21/85 , G06F13/40 , G06F30/327 , G06N3/04
CPC分类号： G06F13/4068 , G06N3/04
摘要： The present application relates to a network-on-chip data processing method. The method is applied to a network-on-chip processing system, the network-on-chip processing system is used for executing machine learning calculation, and the network-on-chip processing system comprises a storage device and a calculation device. The method comprises: accessing the storage device in the network-on-chip processing system by means of a first calculation device in the network-on-chip processing system and obtaining first operation data; performing an operation on the first operation data by means of the first calculation device to obtain a first operation result; and sending the first operation result to a second calculation device in the network-on-chip processing system. According to the method, operation overhead can be reduced and data read/write efficiency can be improved.
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公开(公告)号：US11734002B2
公开(公告)日：2023-08-22
申请号：US16697687
申请日：2019-11-27
发明人： Tianshi Chen , Jie Wei , Tian Zhi , Zai Wang
CPC分类号： G06F9/30 , G06F7/46 , G06F9/30007 , G06N3/04 , G06N3/08
摘要： The present disclosure provides a counting device and counting method. The device includes a storage unit, a counting unit, and a register unit, where the storage unit may be connected to the counting unit for storing input data to be counted and storing a number of elements satisfying a given condition in the input data after counting; the register unit may be configured to store an address where input data to be counted is stored in the storage unit; and the counting unit may be connected to the register unit, and may be configured to acquire a counting instruction, read a storage address of the input data to be counted in the register unit according to the counting instruction, acquire corresponding input data to be counted in the storage unit, perform statistical counting on a number of elements in the input data to be counted that satisfy the given condition, and obtain a counting result. The counting device and the method may improve the computation efficiency by writing an algorithm of counting a number of elements that satisfy a given condition in input data into an instruction form.
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公开(公告)号：US11720357B2
公开(公告)日：2023-08-08
申请号：US16714915
申请日：2019-12-16
发明人： Yao Zhang , Bingrui Wang
IPC分类号： G06F9/30 , G06F7/491 , G06N20/00 , G06F16/901 , G06F13/28 , G06N3/02 , G06N3/08 , G06F9/38 , G06F12/0871 , H03M7/24 , G06N3/063 , G06F17/16
CPC分类号： G06F9/30025 , G06F7/491 , G06F9/3001 , G06F9/30014 , G06F9/30036 , G06F9/30181 , G06F9/3838 , G06F12/0871 , G06F13/28 , G06F16/9027 , G06N3/02 , G06N3/08 , G06N20/00 , H03M7/24 , G06F9/30101 , G06F9/3873 , G06F9/3877 , G06F17/16 , G06N3/063
摘要： 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.
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公开(公告)号：US11544543B2
公开(公告)日：2023-01-03
申请号：US16698984
申请日：2019-11-28
发明人： Zidong Du , Shengyuan Zhou , Shaoli Liu , Tianshi Chen
摘要： A computing device, comprising: a computing module, comprising one or more computing units; and a control module, comprising a computing control unit, and used for controlling shutdown of the computing unit of the computing module according to a determining condition. Also provided is a computing method. The computing device and method have the advantages of low power consumption and high flexibility, and can be combined with the upgrading mode of software, thereby further increasing the computing speed, reducing the computing amount, and reducing the computing power consumption of an accelerator.
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公开(公告)号：US20220261634A1
公开(公告)日：2022-08-18
申请号：US17547972
申请日：2021-12-10
发明人： Shaoli LIU , Xiaofu MENG , Xishan ZHANG , Jiaming GUO , Di HUANG , Yao ZHANG , Yu CHEN , Chang LIU
摘要： The technical solution involves a board card including a storage component, an interface apparatus, a control component, and an artificial intelligence chip. The artificial intelligence chip is connected to the storage component, the control component, and the interface apparatus, respectively; the storage component is used to store data; the interface apparatus is used to implement data transfer between the artificial intelligence chip and an external device; and the control component is used to monitor a state of the artificial intelligence chip. The board card is used to perform an artificial intelligence operation.
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公开(公告)号：US20220156216A1
公开(公告)日：2022-05-19
申请号：US17564398
申请日：2021-12-29
发明人： Yao ZHANG , Shaoli LIU , Jun LIANG , Yu CHEN
摘要： The present application relates to a network-on-chip data processing method. The method is applied to a network-on-chip processing system, the network-on-chip processing system is used for executing machine learning calculation, and the network-on-chip processing system comprises a storage device and a calculation device. The method comprises: accessing the storage device in the network-on-chip processing system by means of a first calculation device in the network-on-chip processing system, and obtaining first operation data; performing an operation on the first operation data by means of the first calculation device to obtain a first operation result; and sending the first operation result to a second calculation device in the network-on-chip processing system. According to the method, operation overhead can be reduced and data read/write efficiency can be improved.
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公开(公告)号：US20220138138A1
公开(公告)日：2022-05-05
申请号：US17564389
申请日：2021-12-29
发明人： Yao ZHANG , Shaoli LIU , Jun LIANG , Yu CHEN
摘要： The present application relates to a network-on-chip data processing method. The method is applied to a network-on-chip processing system, the network-on-chip processing system is used for executing machine learning calculation, and the network-on-chip processing system comprises a storage device and a calculation device. The method comprises: accessing the storage device in the network-on-chip processing system by means of a first calculation device in the network-on-chip processing system and obtaining first operation data; performing an operation on the first operation data by means of the first calculation device to obtain a first operation result; and sending the first operation result to a second calculation device in the network-on-chip processing system. According to the method, operation overhead can be reduced and data read/write efficiency can be improved.
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