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Batching with OpenVINO #239

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merged 1 commit into from
Mar 17, 2022
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@dkurt dkurt commented Mar 15, 2022

completed reads: 508

samples per second:

model baseline (batch_size=1) PR (batch_size=32)
[email protected] 2.3E+05 3.6E+05 (x1.56)
[email protected] 2.7E+05 4.2E+05 (x1.55)

Intel(R) Core(TM) i7-6700K CPU

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dkurt commented Mar 15, 2022

@iiSeymour, please take a look. I've found that batching gives extra speedup for OpenVINO inference.

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@dkurt that's great - I just merged #238 but it conflicts with this request so I have reverted it. This request needs 2022.1 correct?

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dkurt commented Mar 17, 2022

@iiSeymour, this PR is for current version, 2021.4, so please merge it first. I will update #238 once 2022 will be finally released (now it's 2022.1.0.dev - a pre-release)

@iiSeymour iiSeymour merged commit 69dc45c into nanoporetech:openvino Mar 17, 2022
@dkurt dkurt deleted the openvino_batch branch March 17, 2022 16:11
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