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Fix cifar10 model #270

Merged
merged 5 commits into from Jan 18, 2021
Merged

Fix cifar10 model #270

merged 5 commits into from Jan 18, 2021

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ghost
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@ghost ghost commented Jan 17, 2021

  • Replaces dependencies which prevented updating to flux 0.11.4
  • Wrote custom training loop to allow data to be moved to the GPU in batches, this allows running the model on lower end cards without OOM errors.

Joost added 2 commits January 17, 2021 18:01
cifar10: replace CUDAapi by CUDA
5e613b8
cifar10: switch dataset source and fix OOM errors
9abb942 
Dataset is switched from Metalhead to MLDatasets, and data is now moved
to the GPU in batches during training, validation and testing to prevent
OOM errors on less high end GPU's.
@ghost ghost mentioned this pull request Jan 17, 2021
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@CarloLucibello CarloLucibello merged commit 83e17c1 into FluxML:master Jan 18, 2021
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@CarloLucibello @DhairyaLGandhi @joostdup