METHOD OF GENERATING TRAINING DATA, READABLE MEDIUM, AND ELECTRONIC DEVICE

    公开(公告)号:US20250061282A1

    公开(公告)日:2025-02-20

    申请号:US18784900

    申请日:2024-07-25

    Inventor: Yukun MA

    Abstract: A method of generating training data, a readable medium and an electronic device are provided. The method includes: acquiring sample data; determining a data generation template according to the sample data; generating question data according to the first data in the sample data and the data generation template, and determining answer data according to the second data other than the first data in the sample data; and combining the question data and the answer data into the training data.

    METHOD AND APPARATUS FOR REWRITING NARRATIVE TEXT, DEVICE, AND MEDIUM

    公开(公告)号:US20250053725A1

    公开(公告)日:2025-02-13

    申请号:US18711768

    申请日:2022-11-16

    Abstract: According to embodiments of the present disclosure, a method and apparatus for rewriting a narrative text, a device, and a medium are provided. The method includes determining a change to a sentence in a narrative text. An initial context of the sentence before the change is different from a target context of a changed sentence. The method further includes performing, based on inconsistency between a text part after the sentence in the narrative text and the target context, at least one edit operation on the text part to generate at least one edited version of the text part. The method further includes replacing the text part with an edited version in the at least one edited version to obtain a rewritten narrative text. In this way, the narrative text can be rewritten with a small number of edits while ensuring contextual coherence.

    Offloading computation based on extended instruction set architecture

    公开(公告)号:US12210877B2

    公开(公告)日:2025-01-28

    申请号:US18118367

    申请日:2023-03-07

    Abstract: The present disclosure describes techniques for offloading computation based on an extended instruction set architecture (ISA). The extended ISA may be created based on identifying functions executed multiple times by a central processing unit (CPU). The extended ISA may comprise hashes corresponding to the functions and identifiers of extended operations associated with the functions. The extended operations may be converted from original operations of the functions. The extended operations may be executable by a storage device. The storage device may be associated with at least one computational core. Code may be synthesized based at least in part on the extended ISA. Computation of the synthesized code may be offloaded into the storage device.

    SYSTEM FOR UTILIZING WASTE HEAT OF DATA CENTER

    公开(公告)号:US20250020365A1

    公开(公告)日:2025-01-16

    申请号:US18899614

    申请日:2024-09-27

    Inventor: Bing GAO Jian WANG

    Abstract: A system for utilizing waste heat of data center, which includes a first heat exchange module, a second heat exchange module, a heat storage and extraction flow path, a heat supply flow path and a buried pipe; both the heat storage and extraction flow path and the heat supply flow path are connected with the first heat exchange module, the second heat exchange module is connected in the heat storage and extraction flow path and the heat supply flow path, the buried pipe is arranged in the heat storage and extraction flow path, and the buried pipe is configured to be buried below a ground surface and store the heat transferred by the data center heat dissipation system into soil below the ground surface, or transfer heat stored in the soil below the ground surface to the heat supply flow path through the second heat exchange module.

    DATA DELIVERY MANAGEMENT ACROSS A PLURALITY OF CHANNELS

    公开(公告)号:US20240414097A1

    公开(公告)日:2024-12-12

    申请号:US18813963

    申请日:2024-08-23

    Abstract: There are provided methods, devices, and computer program products for managing data delivery across a plurality of channels. In the method, delivery performance across the plurality of channels is obtained. A plurality of resource costs for the data delivery across the plurality of channels are determined based on the delivery performance and a plurality of predetermined models. The plurality of predetermined models are corresponding to the plurality of channels respectively, and with respect to a target channel in the plurality of channels, a target predetermined model represents an association relationship between a resource cost for data delivery on the target channel and a delivery performance of data delivery on the target channel. The delivery performance is updated based on a sum of the plurality of resource costs and a resource cost constraint associated with the data delivery across the plurality of channels.

    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.

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