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[API] Enable access to data buffer #96

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mehrdadh
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Hi,
For microcontrollers with limited memory, we can optimize memory usage by directly passing gp_buff to inference machine instead of copying the data to a separate memory.
For some microcontrollers this is a huge amount of memory and it's a matter of whether the model/runtime fits on device or not. I'll be happy to change the implementation if there is any suggestion.

Thanks.

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github-actions bot commented Jun 23, 2021

MLCommons CLA bot All contributors have signed the MLCommons CLA ✍️ ✅

@colbybanbury colbybanbury self-requested a review June 23, 2021 14:40
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This looks like a great addition!

My suggestion is that we add this change to the next version of the benchmark and keep v0.5 frozen for posterity.

We should be starting on a new version soon so I'll leave this PR up for now.

@mehrdadh
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@colbybanbury that sounds great. Thanks!
Also I have signed the CLA google form and I think my github account will be added soon.

@mehrdadh
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Hi @colbybanbury,
We could potentially add a tag to the current commit and label it as v0.5 and move forward with the development on main branch. wdyt? We can also discuss it in the next meeting.

Thanks.

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mehrdadh commented Aug 1, 2022

Friendly reminder about this PR. We're using this change in our future submission and I appreciate if we can decide if we could merge this to the API.
thanks!

@nathanw-mlc nathanw-mlc requested a review from a team May 19, 2023 20:46
@mehrdadh mehrdadh closed this Sep 14, 2024
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