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Remove models from apk #3

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gordinmitya opened this issue Nov 27, 2022 · 0 comments

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gordinmitya commented Nov 27, 2022

Issue:
apk size is large + most of space is redundant because we store the same weights in slightly different formats.

Suggestion:
Keep only lightweight model definitions inside apk. Because actual weights do not affect model execution.

Proc:

smaller apk size
use cacheDir - smaller disk footprint when app is unused

Cons:

not all frameworks allow model definitions without weights out of the box
versioning of model files

gordinmitya self-assigned this

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