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Implement minimal application code for testing #11

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oleschwen opened this issue Sep 30, 2024 · 2 comments · May be fixed by #15
Open

Implement minimal application code for testing #11

oleschwen opened this issue Sep 30, 2024 · 2 comments · May be fixed by #15

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@oleschwen
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We should have a minimal, fast-running application code for integration testing. Should finish training in seconds.
Check if the NVFlare examples contain something suitable for this purpose and if it can be used with the MediSwarm swarm learning.

@oleschwen oleschwen self-assigned this Sep 30, 2024
@Ultimate-Storm Ultimate-Storm linked a pull request Oct 4, 2024 that will close this issue
@oleschwen oleschwen removed a link to a pull request Oct 8, 2024
@oleschwen
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application/test_jobs/minimal_training/ (at 19c4b85) takes about 30 seconds in simulation mode. Most of this is setup of the simulation, the actual training takes about 4 seconds.

@oleschwen
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The base model and data module are the same as in the 3D CNN example and could be extracted as application code infrastructure. I'll create a follow-up issue for this.

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