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FedProx implementation #837

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FedProx implementation #837

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JulienVig
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Closes #802

@JulienVig
webapp/components/containers/testing: show image labels in all caps
1e05750
@JulienVig
webapp/components/containers/ImageCard: improve image hover effect
683ccb3
@JulienVig
webapp/components/training/TrainingInformation: display training char…
40de1e9 
…ts on first row and validation charts on second row if any
@JulienVig
discojs/src/training/disco: handle validation split ratio equals zero
6916223
@JulienVig
discojs/client/federated/federated_client: wait indefinitely for serv…
4b22ef7 
…er answer
@JulienVig
disco/default_tasks: implement GDHF tinder dog task
7a457a4
@JulienVig
cli: setup tinder dog CLI support
c573bb5
@JulienVig
server/controllers/federated_controller: reset state when training se…
0733ae0 
…ssion finished
@JulienVig
webapp/components/dataset_input/LabeledImageDatasetInput/ByGroup: shu…
bb6242d 
…ffle files connected by labels
@JulienVig
discojs/default_tasks/tinder_dog: improve textual description and lin…
da536eb 
…k sample dataset
@JulienVig
discojs/models: use trainOnBatch instead of fit and fitDataset
b0be745
@JulienVig
cli/src: support wikitext task
83a12d7
@JulienVig
discojs/models/gpt: compute logits only once, 10% faster
c52ef11
@JulienVig
fixup! discojs/models: use trainOnBatch instead of fit and fitDataset
d287795
@JulienVig
tmp: overriding weight update yields same as default
2391c1b
@JulienVig
tmp: sketch of fedprox implementation
a3dfaf4
@JulienVig JulienVig changed the base branch from develop to gdhf November 28, 2024 16:00
@JulienVig JulienVig force-pushed the gdhf branch 4 times, most recently from 66af668 to 75a67ec Compare December 3, 2024 15:08
Base automatically changed from gdhf to develop December 3, 2024 15:17
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Implement FedProx to improve robustness to heterogeneity
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@JulienVig