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wandb downloads should be cached #23

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JasonGross opened this issue Jan 26, 2024 · 1 comment
Open

wandb downloads should be cached #23

JasonGross opened this issue Jan 26, 2024 · 1 comment
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engineering priority: medium-low Non-blocking but somewhat time-sensitive, e.g., adds overhead or friction

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@JasonGross
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guarantees-based-mechanistic-interpretability/notebooks_jason/max_of_2_grokking.py

Lines 126 to 128 in d0cf251

models = runtime.model_versions(cfg, max_count=3000, step=1)
assert models is not None
models = list(models)

re-downloads the artifacts from wandb every time it is run. It'd be nice to cache them on disk somehow. (Does wandb support this?)
@JasonGross JasonGross added engineering priority: medium-low Non-blocking but somewhat time-sensitive, e.g., adds overhead or friction labels Jan 26, 2024
@JasonGross
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Alternatively (perhaps better) we need to convince someone to fix wandb/wandb#7006

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@JasonGross