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[support] Add an ARM build for edge computing #430

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fg-mindee opened this issue Aug 25, 2021 · 5 comments
Open

[support] Add an ARM build for edge computing #430

fg-mindee opened this issue Aug 25, 2021 · 5 comments
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@fg-mindee
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side-project Long-term issue which is particularly independant of other issues topic: arm Related to ARM builds topic: build Related to dependencies and build
Milestone
2.0.0

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@fg-mindee
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Low-power devices such as Raspberry PIs are widely used by developers to come up with exciting products. Adding customized builds for ARM architectures would greatly help their efforts!
@fg-mindee fg-mindee added side-project Long-term issue which is particularly independant of other issues topic: arm Related to ARM builds labels Aug 25, 2021
@fg-mindee fg-mindee added this to the 1.0.0 milestone Aug 25, 2021
@fg-mindee fg-mindee self-assigned this Aug 25, 2021
@fg-mindee fg-mindee mentioned this issue Sep 17, 2021
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@fg-mindee fg-mindee modified the milestones: 1.0.0, 0.4.0 Sep 20, 2021
@fg-mindee fg-mindee modified the milestones: 0.4.0, 0.4.1 Oct 1, 2021
@charlesmindee
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Any updates on that @fg-mindee ?

@fg-mindee
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My bad, I'll jump back into this this week

@fg-mindee fg-mindee modified the milestones: 0.4.1, 0.5.0 Nov 12, 2021
@fg-mindee fg-mindee modified the milestones: 0.5.0, 0.6.0 Jan 1, 2022
@fg-mindee fg-mindee added the topic: build Related to dependencies and build label Mar 10, 2022
@fg-mindee fg-mindee removed this from the 0.6.0 milestone Mar 10, 2022
@frgfm frgfm added this to the 1.0.0 milestone Jun 28, 2022
@erdkse
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erdkse commented Dec 18, 2022

what is the status of this? @fg-mindee

@felixdittrich92
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@frgfm

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frgfm commented May 28, 2023

Hey everyone 👋

Sorry, I didn't get the notification until Felix ping!
Here are my thoughts on this matter:

  • Potential struggles to do an ARM build: We need one for PyTorch & one for TensorFlow + some IO-related lib will have an issue I suspect.
  • How this should be handled: with every release (or even every commit), a build will be needed. On other projects where this was required, we had a Raspberry PI running Github actions to build it for each release & commit. In this case, I cannot allocate my device to do this 😅 And it can be done on adhoc basis, but it's a long process (I used to be among the first to build PyTorch for ARM, and I can tell you that on a Pi 4 with 4Gb RAM, it was taking between 6 and 8 hours. So here it would be longer to do both the pytorch & tensorflow build 🙃

That being said @erdkse, if we put up a script to build it on your device when you see fit, would that help?
Cheers ✌️

@felixdittrich92 felixdittrich92 modified the milestones: 1.0.0, 2.0.0 Feb 9, 2024
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side-project Long-term issue which is particularly independant of other issues topic: arm Related to ARM builds topic: build Related to dependencies and build
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2.0.0
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@erdkse @felixdittrich92 @frgfm @charlesmindee @fg-mindee