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G-API: Introduce runtime in-graph metadata by dmatveev · Pull Request #18793 · opencv/opencv · GitHub
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G-API: Introduce runtime in-graph metadata #18793
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TolyaTalamanov
approved these changes
Nov 13, 2020
rgarnov
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Nov 13, 2020
@smirnov-alexey @TolyaTalamanov @rgarnov can you please have a look one more time? Thanks |
smirnov-alexey
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Looks good
rgarnov
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Looks good
@alalek done. |
Fantastic! |
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Mar 30, 2023
G-API: Introduce runtime in-graph metadata * G-API: In-graph metadata -- initial implementation * G-API: Finish the in-graph metadata implementation for Streaming * G-API: Fix standalone build & warnings for in-graph metadata * G-API: In-graph meta -- fixed review comments * G-API: Fix issues with desync causing failing tests
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also resolves #18773
Intro
This PR brings support of generic in-graph metadata in the G-API.
The metadata comes into graph with its input arguments and propagates through the graph then.
The main idea behind this metadata today is to tag every object with extra streaming-related info (e.g., a frame number and a timestamp) to allow app-side data synchronization when
streaming::desync()
feature is used (see tests).Overview of changes
cv::GRunArg
is not an alias overvariant<>
anymore, now it is a distinct type;cv::GRunArg
is extended with a metadata dictionary;cv::GCaptureSource
is extended to put the meta information to the captured frames;streaming::meta<T>(obj, str)
operation which accesses a metadata fieldstr
of objectobj
and of the given typeT
; its return value isGOpaque<T>
which can be later used in the graph;backends/common
) which implements this genericmeta<>()
operation;GExecutor
/GStreamingExecutor
level. This is the most debatable part of the patch -- now asynchronous islands have to manage and post this metadata information for outputs on their own. However, there is a default implementation for the synchronous islands (which covers 100% of our public backends).Sporadic failures in desync* tests
There was an issue with some tests on desync failing in different configurations. The failing check compared number of frames received through the "main" path against the number of frames received through a "desynchronized" path, what in theory shouldn't happen.
The issue occurred due to the main path actually running slower than a desync path on a particular machine or in a particular build configuration. Because of that, a desync path has got its "Stop" message earlier and broadcasted it down to the output queue while the "main" path was still busy. It led to terminating the streaming pipeline earlier that expected and that "counter mismatch" problem occurred because of that.
Patch to opencv_extra has the same branch name.