CPC H04N 19/573 (2014.11) [H04N 19/142 (2014.11); H04N 19/42 (2014.11)] | 4 Claims |
1. An information processing apparatus comprising:
one or more memories; and
one or more processors coupled to the one or more memories and the one or more processors configured to:
execute inference processing using a GPU on frames of a moving image through each application for each of a plurality of applications,
acquire a first degree of similarity between a target frame and a frame at a time of execution of previous inference processing by calculating,
acquire a second degree of similarity between the target frame and an immediately preceding frame that is executed after the previous inference processing by calculating,
set a constraint on execution of inference processing for the target frame having a throughput larger than a certain value when a number of frames accumulated in a queue that is used for waiting for the execution of the inference processing and accumulates frames exceeds a certain number, the certain value being an arrival frequency of frames per second when a waiting time until a currently accumulated frame is extracted is set as a period of frames, and
determine to execute the inference processing for the target frame when the first degree of similarity is smaller than a first threshold value, the constraint does not present, and the second degree of similarity is smaller than a second threshold value.
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