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New Compressed SMODEL format along with visualizer #73

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wvabrinskas opened this issue Apr 29, 2024 · 3 comments
Open

New Compressed SMODEL format along with visualizer #73

wvabrinskas opened this issue Apr 29, 2024 · 3 comments

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@wvabrinskas
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Create a new compressed form of the smodel format for model exports. Model sizes can quickly get really large. Having a compressed version will allow for larger models to be expressed smaller on disk.
@wvabrinskas
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Looked into using InputStream with JSONSerialization however it's still allocating a large chunk of memory. Will try breaking the allocations by Layer so the JSON isnt all in memory at once.

@wvabrinskas
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So it turns out I was encoding the JSON as swift Data object TWICE. causing excess memory allocations.

@wvabrinskas
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Maybe use some Quantization?

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@wvabrinskas