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[luci-interpreter] Improve memory management #7572

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binarman opened this issue Aug 24, 2021 · 1 comment
Closed
2 of 5 tasks

[luci-interpreter] Improve memory management #7572

binarman opened this issue Aug 24, 2021 · 1 comment

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@binarman
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binarman commented Aug 24, 2021

This is an umbrella issue, to harness luci-interpreter memory related issues.

Goal

Reduce amount of memory required by luci-interpreter for inference.

Rationale

Currently luci-interpreter copies a lot of data of luci model and rely on dynamic allocations (new/delete).
This technique works fine on platforms with relatively large RAM and paged memory (like Windows or Linux), but performs poor in more restricted environments, like MCU or ARM TrustZone without MMU.

Related issue

@seanshpark
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requirement is now for onert-micro

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