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[tools] new api and support dynamic models in python benchmark app #8582
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akuporos
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AlexeyLebedev1:alexeyl1/tools/update_benchmark
Dec 2, 2021
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[tools] new api and support dynamic models in python benchmark app #8582
akuporos
merged 246 commits into
openvinotoolkit:master
from
AlexeyLebedev1:alexeyl1/tools/update_benchmark
Dec 2, 2021
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Includes API definition for trivial mean/scale operations (which don't require layout) Mean/scale with 'layout' support will be done under separate task together with Layout Current test code coverage: 100%
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nkogteva
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Dec 2, 2021
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Labels
category: Core
OpenVINO Core (aka ngraph)
category: inference
OpenVINO Runtime library - Inference
category: tools
OpenVINO C++ / Python tools
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Tickets:
Details:
Support dynamic models includes:
-shape
parameter can be dynamic-data_shape
parameter represents input data shape-data_shape
parameter isn't required in case image input, images will be processed with original shapes-batch_size
can be dynamic-pcseq
tool reports performance for each shape (group of shapes in case multi input network)-legacy_mode
- enable legacy scenario with inputs filling only once before measurements, default for static case-full mode
- include inputs filling into loop measurement, default for dynamic models.Some changes in benchmark app: