Intelligent computing resources allocation for feature network based on feature propagation
AssigneeAlibaba Group Holding Limited
InventorsSicheng Ll, Yuanwei Fang, Minghai Qin, Yen-kuang Chen
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Abstract
The present disclosure relates to a method for scheduling computation resources for generating feature maps for video. The method comprises determining runtime for generating feature maps of a reference picture and a predicted picture, determining available computation resources for generating the feature maps, and allocating, based on the runtime, one or more computation resources among the available computation resources for generating the feature maps such that the feature maps are generated at regular time intervals.
Claims22
A method for scheduling computation resources for generating feature maps for video, comprising:
- determining runtime for generating feature maps of a reference picture and a predicted picture;
- determining available computation resources for generating the feature maps;
- and
- allocating, based on the runtime, one or more computation resources among the available computation resources for generating the feature maps such that the feature maps are generated at regular time intervals.
An apparatus for scheduling computation resources for generating feature maps for video, comprising:
- at least one processor configured to execute a set of instructions to cause the apparatus to perform:
- determining runtime for generating feature maps of a reference picture and a predicted picture;
- determining available computation resources for generating the feature maps;
- and
- allocating, based on the runtime, one or more computation resources among the available computation resources for generating the feature maps such that the feature maps are generated at regular time intervals.
A non-transitory computer readable medium that stores a set of instructions that is executable by at least one processor of a computing device to perform a method for scheduling computation resources for generating feature maps for video, the method comprising:
- determining runtime for generating feature maps of a reference picture and a predicted picture;
- determining available computation resources for generating the feature maps;
- and
- allocating, based on the runtime, one or more computation resources among the available computation resources for generating the feature maps such that the feature maps are generated at regular time intervals.
A terminal, comprising:
- an accelerator comprising computation resources;
- and
- an apparatus for scheduling the computation resources for generating feature maps for video, comprising:
- at least one processor configured to execute a set of instructions to cause the apparatus to perform:
- determining runtime for generating feature maps of a reference picture and a predicted picture;
- determining available computation resources for generating the feature maps;
- and
- allocating, based on the runtime, one or more computation resources among the available computation resources for generating the feature maps such that the feature maps are generated at regular time intervals.
Dependencies are inferred from the claim text.