LANGUAGE MODEL TRAINING METHOD, APPARATUS, ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM

    公开(公告)号:US20210397791A1

    公开(公告)日:2021-12-23

    申请号:US17203680

    申请日:2021-03-16

    Inventor: Danxiang Zhu

    Abstract: The present disclosure provides a method for training language model, and associated apparatus, electronic device and readable storage medium, which relates to the technical field of deep learning and the technical field of natural language processing. A specific implementation solution is as follows: sampling a paragraph of text from each article in a plurality of articles respectively, to obtain multiple paragraphs of text; concatenating the multiple paragraphs of text to obtain a concatenated text; inputting the concatenated text into a language model, a prediction value of the number of articles being output via the language model; training the language model based on the actual number of articles in the plurality of articles and a prediction value of the number of articles, until a preset training completion condition is satisfied. In the present disclosure, the classification of the entire paragraph of text content by the language model may be implemented and the effect of recognizing the text content by the language model may be enhanced by training the language model using texts sampled from the plurality of articles.

    QUANTUM CIRCUIT SIMULATION METHOD AND DEVICE, APPARATUS, AND STORAGE MEDIUM

    公开(公告)号:US20210397772A1

    公开(公告)日:2021-12-23

    申请号:US17132929

    申请日:2020-12-23

    Abstract: A quantum circuit simulation method and device, an apparatus, and a storage medium are provided, which are related to a field of quantum simulation computation. The specific implementation is: obtaining, based on a quantum circuit containing n qubits, an n-order pure state corresponding to the quantum circuit; determining, based on the quantum circuit, a (k, k)-order gate tensor representing a quantum gate, on which a contraction processing is to be performed with the n-order state tensor; transforming the contraction processing between the n-order state tensor and the (k, k)-order gate tensor into a processing between matrices which can be expressed in a classic computer and reduce a computation amount in the classic computer, to obtain a processing result; and using the processing result as a result of the contraction processing between the n-order state tensor and the (k, k)-order gate tensor, to complete simulation of the quantum circuit.

    METHOD AND APPARATUS FOR MERGING DATA OF BUILDING BLOCKS, DEVICE AND STORAGE MEDIUM

    公开(公告)号:US20210397628A1

    公开(公告)日:2021-12-23

    申请号:US17112233

    申请日:2020-12-04

    Abstract: The present disclosure discloses a method and apparatus for merging data of building blocks, a device and a storage medium, and relates to the field of electronic map and big data. A specific implementation comprises: acquiring data of building blocks of a target work region; dividing the target work region containing the data of building blocks into at least one target region based on a preset geographic isolation attribute; dividing each target region into at least one grid region based on a direction feature of a building block obtained by performing a direction feature extraction on the data of building blocks; and determining a relative positional relationship between corresponding building blocks based on data of building blocks in each grid region, and merging data of building blocks of at least two building blocks having a preset positional relationship.

    METHOD AND APPARATUS FOR TESTING STRESS BASED ON CLOUD SERVICE

    公开(公告)号:US20210390029A1

    公开(公告)日:2021-12-16

    申请号:US17397059

    申请日:2021-08-09

    Inventor: Yi ZHAO Chaoping JI

    Abstract: The present disclosure discloses a method and apparatus for testing a stress based on a cloud service, and relates to the field of cloud computing technology, and further to the field of cloud operation and maintenance technology. A particular implementation comprises: acquiring, based on first stress test information of a business system in a cloud service, a number of expected stress test nodes corresponding to the business system; creating edge computing nodes, a number of the edge computing nodes being identical to the number of the expected stress test nodes; and performing a stress test on the business system by using the edge computing nodes, to acquire second stress test information of the business system.

    DRIVING METHOD AND APPARATUS OF AN AVATAR, DEVICE AND MEDIUM

    公开(公告)号:US20210383605A1

    公开(公告)日:2021-12-09

    申请号:US17412977

    申请日:2021-08-26

    Abstract: Provided are a driving method and apparatus of an avatar, a device and a medium. The method includes acquiring the skin weight of each skin vertex associated with the current bone node in the skinned mesh model of the avatar; acquiring target avatar data of the skinned mesh model when a picture to be converted is converted into the avatar; determining the bone driving factor of the skinned mesh model based on the skin weight, basic avatar data of the skinned mesh model and the target avatar data; and driving the skinned mesh model based on a bone driving factor of each bone node.

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