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Optimize Execution I/O implementation #1358

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fujunwei opened this issue Sep 10, 2020 · 0 comments
Open

Optimize Execution I/O implementation #1358

fujunwei opened this issue Sep 10, 2020 · 0 comments

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@fujunwei
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fujunwei commented Sep 10, 2020

Test Environments:
• DNNL and Discrete IE-MKLDNN tested on e306860
• Integrated IE-MKLDNN tested on 6f1b378
• Native OpenVINO IE-MKLDNN tested with openvino toolkit 2020.3
• CPU: Intel i7-1065G7 CPU @ 1.30 GHz 1.50GHZ,
• OS: Windows

there seems to be larger gap to native when executing small models, say MobileNet (70% native), SquuzeNet (50% native). I guess the reason is the ratio between Execution I/O vs. compute time where small models have relatively short compute time. It looks like there are room to improve the Execution I/O implementation.

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