Add a distillation experiment #44
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We should rather use https://jax.readthedocs.io/en/latest/_autosummary/jax.flatten_util.ravel_pytree.html to flatten every pytree instead of rewriting all algorithms. |
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Note: this is a WIP! |
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I just made the solvers work with PyTrees but I missed #44 (comment) 🫠 |
tomMoral
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Oct 18, 2024
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This adds a distillation experiment, where the inner problem is training a nn on some samples; those samples are the outer variable, and the outer problem is validation on mnist.
Every algorithm needs to be changed to work with pytrees; I only did it for soba thus far.