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公开(公告)号：US20210264270A1
公开(公告)日：2021-08-26
申请号：US17254998
申请日：2020-08-20
发明人： Shaoli LIU , Shiyi ZHOU , Xishan ZHANG , Hongbo ZENG
摘要： The present disclosure provides a data processing method, a board card device, a computer equipment, and a storage medium. The board card provided in the present disclosure includes a storage device, an interface apparatus, a control device, and an artificial intelligence chip of a data processing device, where the artificial intelligence chip is connected to the storage device, the control device, and the interface apparatus, respectively. The control device is configured to monitor a state of the artificial intelligence chip. According to the embodiments of the present disclosure, the data to be quantized is quantized according to the corresponding quantization parameter, which may reduce the storage space of data while ensuring the precision, ensure the precision and reliability of the operation result, and improve the operation efficiency.
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公开(公告)号：US20220366238A1
公开(公告)日：2022-11-17
申请号：US17622647
申请日：2020-08-20
发明人： Shaoli LIU , Shiyi ZHOU , Xishan ZHANG , Hongbo ZENG
摘要： A method for adjusting quantization parameters of a recurrent neural network according to an embodiment of the present disclosure may determine a target iteration interval according to the data variation range of the data to be quantized to adjust quantization parameters in the recurrent neural network computation according to the target iteration interval. The quantization parameter adjustment method, apparatus, and related products of the recurrent neural network of the present disclosure may improve the quantization precision, efficiency, and computation efficiency of the recurrent neural network.
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公开(公告)号：US20210117768A1
公开(公告)日：2021-04-22
申请号：US17137981
申请日：2020-12-30
发明人： Shaoli LIU , Shiyi ZHOU , Xishan ZHANG , Hongbo ZENG
摘要： The present disclosure provides a data processing method, a data processing device, a computer equipment, and a storage medium. The data processing device includes a board card and the board card provided in the present disclosure includes a storage component, an interface device, a control component, and an artificial intelligence chip of a data processing device. According to the data processing method, the data processing device, the computer equipment, and the storage medium provided in the embodiments of the present disclosure, data to be quantized is quantized according to a corresponding quantization parameter, which may reduce the storage space of data while ensuring the precision, as well as ensure the accuracy and reliability of the operation result and improve the operation efficiency.
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