METHOD, APPARATUS, DEVICE AND MEDIUM FOR VERIFYING OUTPUT DATA OF PROCESSING MODEL

    公开(公告)号:US20240412115A1

    公开(公告)日:2024-12-12

    申请号:US18814332

    申请日:2024-08-23

    Abstract: A method, apparatus, device and medium for verifying output data of a processing model are provided. In the method, in response to receiving input data for the processing model, output data corresponding to the input data is determined from the processing model. A verification result associated with the input data and the output data is acquired from a verification model corresponding to the processing model, the verification result indicating a matching degree between the output data and the input data. A final result corresponding to the input data is provided based on the verification result and the output data.

    METHOD, DEVICE AND STORAGE MEDIUM FOR MODEL EVALUATION

    公开(公告)号:US20240412049A1

    公开(公告)日:2024-12-12

    申请号:US18814317

    申请日:2024-08-23

    Abstract: In embodiments of the present disclosure, a solution for model evaluation is provided. The method comprises: providing inputs in an input set to a first generative model, to obtain a first output set output by a first generative model, wherein the first output set comprises a plurality of outputs corresponding to the plurality of inputs; obtaining first labelling information corresponding to a plurality of outputs in the first output set, the first labelling information indicating a quality level of each output marked in a plurality of quality levels divided in each quality evaluation dimension in the plurality of quality evaluation dimensions; and determining a first overall quality score of the first generative model at least based on the first labelling information of the outputs and respective quality scores corresponding to the plurality of quality levels divided in the plurality of quality evaluation dimensions.

    Offloading data processing and knowledge synthesis

    公开(公告)号:US12164920B2

    公开(公告)日:2024-12-10

    申请号:US17984191

    申请日:2022-11-09

    Abstract: The present disclosure describes techniques for offloading data processing and knowledge synthesis. A set of flags may indicate information about the memory pages in a first memory and may be manageable by at least one central processing unit (CPU). A memory page may be flushed to a second memory if the memory page is associated with a first flag. The first flag may indicate that the memory page is ready to be flushed to the second memory. The second memory may be configured to store a sequence of states of each of the memory pages. Data patterns and relations among the data patterns may be determined by data processing units (DPUs) based on the sequence of states of each of the memory pages. A knowledge base may be built in a third memory based on the data patterns and the relations among the data patterns.

    Video generation method and apparatus, and device, medium and product

    公开(公告)号:US12160643B2

    公开(公告)日:2024-12-03

    申请号:US18393567

    申请日:2023-12-21

    Abstract: The present disclosure provides a video generation method and apparatus, a device, and a medium and a product, and relates to the technical field of computers. The method includes: acquiring description information of a target video to be generated; according to the description information of the target video, acquiring, from a video material library, a target clip corresponding to the description information; splicing the target clip with each candidate clip of a plurality of candidate clips in the video material library respectively to obtain a plurality of candidate videos; evaluating a score of each candidate video of the plurality of candidate videos; and generating the target video according to the score of each candidate video of the plurality of candidate videos.

    METHOD AND ELECTRONIC DEVICE FOR LIGAND GENERATION

    公开(公告)号:US20240347142A1

    公开(公告)日:2024-10-17

    申请号:US18632639

    申请日:2024-04-11

    CPC classification number: G16C20/50 G16C20/30

    Abstract: Embodiments of the present disclosure relate to a method and an electronic device for ligand generation. The method comprises: obtaining a trained ligand generation model, wherein the trained ligand generation model is generated based on decomposition of a ligand by modeling of atom positions, atom types, and chemical bonds; and obtaining, based on a target protein, a target ligand molecule corresponding to the target protein by using the trained ligand generation model. According to the method, the ligand generation model in the embodiments of the present disclosure considers the decomposition of the ligand and also models the chemical bonds, so that it can generate the target ligand molecule with higher affinity.

    COMPUTING APPARATUS AND METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM

    公开(公告)号:US20240345806A1

    公开(公告)日:2024-10-17

    申请号:US18630753

    申请日:2024-04-09

    CPC classification number: G06F7/5443 G06F7/4876

    Abstract: A computing apparatus and method, an electronic device and a storage medium are provided. The computing apparatus includes: a preprocessing module configured to receive N pairs of input parameters, and perform format conversion on each pair of input parameters according to the precision type of the N pairs of input parameters, and obtain N pairs of processed input parameters; and a calculation module configured to respectively compute a product of exponents and mantissas of each pair of processed input parameters, and obtain an output result based on the product of exponents and mantissas of each pair of processed input parameters. The computing apparatus supports multiply-accumulate computation of a plurality of floating-point types. The computing apparatus can multiplex the multiplication computation of the mantissa and make the computing apparatus support multiply-accumulate computations in a plurality of precision formats at the cost of lower area and power consumption.

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