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Confirm armory distribution of tasks for scalability claim #158

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mwartell opened this issue May 24, 2024 · 0 comments
Open

Confirm armory distribution of tasks for scalability claim #158

mwartell opened this issue May 24, 2024 · 0 comments
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enhancement New feature or request

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@mwartell
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mwartell commented May 24, 2024

There is a PM request that we show the scalability features built into Armory. We should

  1. test armory on Noether with proper CUDA_VISIBLE_DEVICES set
  2. hoist a slurm one-node-cluster on Noether to confirm that Lightning does in fact distribute evaluation as we expect

We don't necessarily expect that on a one-node cluster simulation that wall-clock time for an evaluation would be less, but its success would empirically show that our use of the mechanism is valid.

As a proof of concept, this issue is fulfilled when we demonstrate code and metrics from a multi-chain evaluation, distributed over N compute nodes.

Higher order orchestration is not a goal for this issue.

@deprit deprit removed the phoenix label Aug 16, 2024
@deprit deprit changed the title confirm armory distribution of tasks for scalability claim Confirm armory distribution of tasks for scalability claim Aug 17, 2024
@deprit deprit added the enhancement New feature or request label Aug 17, 2024
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