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公开(公告)号：US10977076B2
公开(公告)日：2021-04-13
申请号：US16116624
申请日：2018-08-29
Inventor： Shengzhao Wen , Hanqing Zhou , Chuanxiu Liu , Jiajun Zhang
Abstract: The present disclosure provides a method and apparatus for processing a heterogeneous cluster-oriented task. The method comprises: receiving a task request and a basic execution environment; scheduling a heterogeneous device according to the task request; compiling the basic execution environment into an execution environment corresponding to the scheduled heterogeneous device, and deploying on the scheduled heterogeneous device; triggering the scheduled heterogeneous device to execute the task request. It is only necessary for the user to provide the basic execution environment with respect to the task, and unnecessary for the user to respectively write a version of execution environment for each type of hardware platform, thereby implementing quick development of the heterogeneous device code and reducing the development and maintenance costs.
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2.发明申请公开(公告)号：US20210312293A1
公开(公告)日：2021-10-07
申请号：US17354873
申请日：2021-06-22
Inventor： Teng Xi , Gang Zhang , Shengzhao Wen
Abstract: Embodiments of the present disclosure provide a method and apparatus for determining a network model pruning strategy, a device and a storage medium. The method may include: generating a BN threshold search space using configuration information of the BN threshold search space for a network model for a target hardware; generating a pruning strategy code generator using the BN threshold search space; randomly generating a BN threshold code using the pruning strategy code generator; decoding the BN threshold code to obtain a candidate BN threshold; and determining a target pruning strategy of the network model for the target hardware, based on a pruning accuracy loss of the network model corresponding to the candidate BN threshold.
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