METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCT

    公开(公告)号:EP4024281A1

    公开(公告)日:2022-07-06

    申请号:EP20856760.2

    申请日:2020-03-31

    IPC分类号: G06N3/04 G06N20/00 G06N3/063

    摘要: Embodiments of the present disclosure relate to a method and an apparatus for processing data, and related products. The embodiments of the present disclosure relate to a board card, which includes 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 realize data transmission 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 may be used to perform artificial intelligence computations.

    METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCT

    公开(公告)号:EP4024281A8

    公开(公告)日:2022-09-21

    申请号:EP20856760.2

    申请日:2020-03-31

    IPC分类号: G06N3/04 G06N20/00 G06N3/063

    摘要: Embodiments of the present disclosure relate to a method and an apparatus for processing data, and related products. The embodiments of the present disclosure relate to a board card, which includes 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 realize data transmission 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 may be used to perform artificial intelligence computations.

    METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCT

    公开(公告)号:EP4024287A1

    公开(公告)日:2022-07-06

    申请号:EP20858492.0

    申请日:2020-08-26

    IPC分类号: G06N3/063

    摘要: Embodiments of the present disclosure relate to a method and an apparatus for processing data, and related products. The embodiments of the present disclosure relate to a board card including a storage component, an interface apparatus, a control component, and an artificial intelligence chip, where 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 realize data transmission between the artificial intelligence chip and the external device. The control component is used to monitor a state of the artificial intelligence chip. The board card may be used to perform artificial intelligence computations.

    DATA PROCESSING METHOD AND APPARATUS, AND RELATED PRODUCT

    公开(公告)号:EP4024282A1

    公开(公告)日:2022-07-06

    申请号:EP20857908.6

    申请日:2020-08-26

    IPC分类号: G06N3/04 G06F7/483

    摘要: The present disclosure relates to a method, a device, and related products for processing data. In an embodiment of the present disclosure, when processing data related to a neural network, an optimal truncation threshold value for a plurality of pieces of data is determined. The data is truncated through the truncation data threshold, and the plurality of pieces of data is quantized from a high-precision format to a low-precision format. The method in the present disclosure can ensure the precision of data processing as high as possible while reducing the amount of data processing. In addition, the method also helps to significantly reduce the amount of data transmission, thereby greatly accelerating the data exchange among a plurality of computing devices.

    METHOD FOR OPTIMIZING MATRIX MULTIPLICATION OPERATION ON SYSTEM ON CHIP, AND RELATED PRODUCT

    公开(公告)号:EP4325373A1

    公开(公告)日:2024-02-21

    申请号:EP22787596.0

    申请日:2022-04-14

    IPC分类号: G06F15/78

    摘要: The present disclosure discloses a method for optimizing matrix multiplication of an on-chip system and related products. The on-chip system is included in a computing processing apparatus of a combined processing apparatus. The computing processing apparatus includes one or a plurality of integrated circuit apparatuses. The combined processing apparatus further includes an interface apparatus and other processing apparatus. The computing processing 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. The solution of the present disclosure may reduce the amount of data transmission between an internal device and an external storage apparatus, thus minimizing the I/O bottleneck caused by bandwidth limitations and then improving overall performance of an integrated circuit apparatus.

    METHOD AND APPARATUS FOR PROCESSING DATA, AND RELATED PRODUCT

    公开(公告)号:EP4024283A1

    公开(公告)日:2022-07-06

    申请号:EP20858900.2

    申请日:2020-05-21

    IPC分类号: G06N3/04

    摘要: Embodiments of the present disclosure relate to a method and an apparatus for processing data, and related products. The embodiments of the present disclosure provide a board card including a storage component, an interface device, a control component, and an artificial intelligence chip. The artificial intelligence chip is connected to the storage component, the control component, and the interface device, respectively; the storage component is configured to store data; the interface device is configured to implement data transfer between the artificial intelligence chip and external equipment; and the control component is configured to monitor a state of the artificial intelligence chip. The board card is configured to perform artificial intelligence operations.