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Data processing method and device, electronic equipment and storage medium

A data processing and multiplication technology applied in the computer field to achieve the effect of ensuring performance, improving memory access efficiency and computing speed

Pending Publication Date: 2020-05-15
SHENZHEN SENSETIME TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

For the matrix multiplication calculation process with a huge amount of data, the performance impact on the device will be greater. Therefore, a data processing method is urgently needed to reduce the impact of large-scale calculation-intensive tasks on device performance.

Method used

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  • Data processing method and device, electronic equipment and storage medium
  • Data processing method and device, electronic equipment and storage medium
  • Data processing method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0052] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the accompanying drawings in the embodiments of the present disclosure. Apparently, the described embodiments are only some of the embodiments of the present disclosure, not all of them. Based on the embodiments in the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present disclosure.

[0053] The term "and / or" in this disclosure is only an association relationship describing associated objects, indicating that there may be three relationships, for example, A and / or B, which may indicate: A exists alone, A and B exist simultaneously, There are three cases of B alone. In addition, the term "at least one" herein means any one of a variety or any combination of at least two of the more, for example, including at least one of A, B,...

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Abstract

The embodiment of the invention discloses a data processing method and device, electronic equipment and a storage medium. The method comprises the steps: acquiring a first parameter used for representing a first matrix scale and a second parameter used for representing a second matrix scale; and determining a scheduling mode of a multiplication task according to the first parameter and the secondparameter. The multiplication task is used for indicating multiplication of the first matrix and the second matrix, the multiplication task comprises a plurality of submultiplication tasks, and each submultiplication task is used for indicating multiplication of one submatrix of the first matrix and one submatrix of the second matrix.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to a data processing method and device, electronic equipment, and a storage medium. Background technique [0002] Matrix multiplication plays an important role in the field of high-performance computing, and it is widely used in applications such as deep learning, image processing, and digital signal processing. Matrix multiplication is a computationally intensive task, and its performance has a crucial impact on the overall performance of the application. For the matrix multiplication calculation process with a huge amount of data, the performance impact on the device will be greater. Therefore, a data processing method is urgently needed to reduce the impact of large-scale calculation-intensive tasks on device performance. Contents of the invention [0003] Embodiments of the present disclosure provide a data processing method and device, electronic equipment, an...

Claims

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Application Information

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IPC IPC(8): G06F9/48G06F17/16
CPCG06F9/4881G06F17/16
Inventor 刘宇玺
Owner SHENZHEN SENSETIME TECH CO LTD
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