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Prototype benchmarking with private/custom devices that are not leased via AWS #8251

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guangy10 opened this issue Feb 6, 2025 · 2 comments
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module: benchmark Issues related to the benchmark infrastructure module: user experience Issues related to reducing friction for users triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module

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@guangy10
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guangy10 commented Feb 6, 2025

🚀 The feature, motivation and pitch

In some scenarios, users may want to use private/custom devices for benchmarking.

  • The device is not available via AWS, e.g. old phones, embedded systems, etc.
  • For confidential reason, can't run in the public device pool, e.g. FoA/RL models, etc.

This task is to experiment whether we can support this feature within OSS benchmark infra.

CC: @kimishpatel @digantdesai @cbilgin

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cc @huydhn @kirklandsign @shoumikhin @mergennachin @byjlw

@guangy10 guangy10 added feature module: benchmark Issues related to the benchmark infrastructure module: user experience Issues related to reducing friction for users labels Feb 6, 2025
@github-project-automation github-project-automation bot moved this to To triage in ExecuTorch DevX Feb 6, 2025
@digantdesai digantdesai added the triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module label Feb 6, 2025
@mergennachin mergennachin moved this from To triage to Backlog in ExecuTorch DevX Feb 6, 2025
@guangy10
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guangy10 commented Feb 11, 2025

@huydhn Given that the only PoC of AIBench is no longer in the team, I think this work is more crucial for us to further scaling to support FoA/RL users in the long term. Bump the priority to P1 temporarily, but would continue the discussion with the team. Size wise I think this is XL?

fyi, @cbilgin @kimishpatel @digantdesai

@huydhn
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huydhn commented Feb 11, 2025

Yeah, this issue is a full size project in itself

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module: benchmark Issues related to the benchmark infrastructure module: user experience Issues related to reducing friction for users triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
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