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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：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：US11977968B2
公开(公告)日：2024-05-07
申请号：US16476261
申请日：2018-04-17
发明人： Tianshi Chen , Yimin Zhuang , Daofu Liu , Xiaobin Chen , Zai Wang , Shaoli Liu
摘要： The present application provides an operation device and related products. The operation device is configured to execute operations of a network model, wherein the network model includes a neural network model and/or non-neural network model; the operation device comprises an operation unit, a controller unit and a storage unit, wherein the storage unit includes a data input unit, a storage medium and a scalar data storage unit. The technical solution provided by this application has advantages of a fast calculation speed and energy-saving.
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公开(公告)号：US11762631B2
公开(公告)日：2023-09-19
申请号：US17119309
申请日：2020-12-11
发明人： Tianshi Chen , Shaoli Liu , Zai Wang , Shuai Hu
IPC分类号： G06F7/544 , G06N3/04 , G06N3/08 , G06T5/20 , G06T5/50 , G06T7/20 , G06T1/20 , G06T1/60 , G06T3/40 , G06F40/58 , G06F40/263 , G06N3/02 , G06F9/30 , G06F9/445 , G10L15/00 , G06V10/94 , G06V10/70 , G06V10/82 , G06N3/063 , G06N3/082 , G06N3/084
CPC分类号： G06F7/5443 , G06F9/3001 , G06F9/445 , G06F40/263 , G06F40/58 , G06N3/02 , G06N3/04 , G06N3/08 , G06T1/20 , G06T1/60 , G06T3/4046 , G06T3/4053 , G06T5/20 , G06T5/50 , G06T7/20 , G06V10/70 , G06V10/82 , G06V10/94 , G10L15/00 , G06N3/063 , G06N3/082 , G06N3/084 , G06T2207/10016 , G06T2207/20084 , G06V2201/07
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：US20200097794A1
公开(公告)日：2020-03-26
申请号：US16697687
申请日：2019-11-27
发明人： Tianshi Chen , Jie Wei , Tian Zhi , Zai Wang
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：US12057109B2
公开(公告)日：2024-08-06
申请号：US17119193
申请日：2020-12-11
发明人： Tianshi Chen , Shaoli Liu , Zai Wang , Shuai Hu
IPC分类号： G10L15/16 , G06F16/9535 , G06F18/20 , G06F18/21 , G06F18/2431 , G06F18/40 , G06N3/04 , G06N3/08 , G06Q30/0601 , G06T1/20 , G06T3/4046 , G10L17/00 , G10L17/18
CPC分类号： G10L15/16 , G06F16/9535 , G06F18/21 , G06F18/2431 , G06F18/285 , G06F18/40 , G06N3/04 , G06N3/08 , G06Q30/0631 , G06T1/20 , G06T3/4046 , G10L17/00 , 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：US12050887B2
公开(公告)日：2024-07-30
申请号：US17119029
申请日：2020-12-11
发明人： Tianshi Chen , Shaoli Liu , Zai Wang , Shuai Hu
IPC分类号： G06F40/58 , G06F7/544 , G06F9/30 , G06F9/445 , G06F40/263 , G06N3/02 , G06N3/04 , G06N3/08 , G06T1/20 , G06T1/60 , G06T3/4046 , G06T3/4053 , G06T5/20 , G06T5/50 , G06T7/20 , G06V10/70 , G06V10/82 , G06V10/94 , G10L15/00 , G06N3/063 , G06N3/082 , G06N3/084
CPC分类号： G06F7/5443 , G06F9/3001 , G06F9/445 , G06F40/263 , G06F40/58 , G06N3/02 , G06N3/04 , G06N3/08 , G06T1/20 , G06T1/60 , G06T3/4046 , G06T3/4053 , G06T5/20 , G06T5/50 , G06T7/20 , G06V10/70 , G06V10/82 , G06V10/94 , G10L15/00 , G06N3/063 , G06N3/082 , G06N3/084 , G06T2207/10016 , G06T2207/20084 , G06V2201/07
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：US11922132B2
公开(公告)日：2024-03-05
申请号：US17119148
申请日：2020-12-11
发明人： Tianshi Chen , Shaoli Liu , Zai Wang , Shuai Hu
IPC分类号： G06F7/544 , G06F9/30 , G06F9/445 , G06F40/263 , G06F40/58 , G06N3/02 , G06N3/04 , G06N3/08 , G06T1/20 , G06T1/60 , G06T5/20 , G06T5/50 , G06T7/20 , G06V10/70 , G06V10/82 , G06V10/94 , G10L15/00 , G06N3/063 , G06N3/082 , G06N3/084
CPC分类号： G06F7/5443 , G06F9/3001 , G06F9/445 , G06F40/263 , G06F40/58 , G06N3/02 , G06N3/04 , G06N3/08 , G06T1/20 , G06T1/60 , G06T3/4046 , G06T3/4053 , G06T5/20 , G06T5/50 , G06T7/20 , G06V10/70 , G06V10/82 , G06V10/94 , G10L15/00 , G06N3/063 , G06N3/082 , G06N3/084 , G06T2207/10016 , G06T2207/20084 , G06V2201/07
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：US20200097827A1
公开(公告)日：2020-03-26
申请号：US16699051
申请日：2019-11-28
发明人： Zai Wang , Xuda Zhou , Zidong Du , Tianshi Chen
IPC分类号： G06N3/08 , G06F12/0875 , G06N3/063 , G06N3/04
摘要： The present disclosure provides a processing device including: a coarse-grained pruning unit configured to perform coarse-grained pruning on a weight of a neural network to obtain a pruned weight, an operation unit configured to train the neural network according to the pruned weight. The coarse-grained pruning unit is specifically configured to select M weights from the weights of the neural network through a sliding window, and when the M weights meet a preset condition, all or part of the M weights may be set to 0. The processing device can reduce the memory access while reducing the amount of computation, thereby obtaining an acceleration ratio and reducing energy consumption.
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公开(公告)号：US11727276B2
公开(公告)日：2023-08-15
申请号：US16699046
申请日：2019-11-28
发明人： Zai Wang , Xuda Zhou , Zidong Du , Tianshi Chen
IPC分类号： G06N3/082 , G06F1/3296 , G06F9/38 , G06F13/16 , G06N3/04 , G06N3/084 , G06F16/28 , G06N3/063 , G06F12/0875 , G06N3/044 , G06N3/048
CPC分类号： G06N3/082 , G06F1/3296 , G06F9/3877 , G06F12/0875 , G06F13/16 , G06F16/285 , G06N3/04 , G06N3/044 , G06N3/048 , G06N3/063 , G06N3/084 , G06F2212/452 , G06F2213/0026
摘要： The present disclosure provides a processing device including: a coarse-grained pruning unit configured to perform coarse-grained pruning on a weight of a neural network to obtain a pruned weight, an operation unit configured to train the neural network according to the pruned weight. The coarse-grained pruning unit is specifically configured to select M weights from the weights of the neural network through a sliding window, and when the M weights meet a preset condition, all or part of the M weights may be set to 0. The processing device can reduce the memory access while reducing the amount of computation, thereby obtaining an acceleration ratio and reducing energy consumption.
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