docs: Benchmarks #92
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docs: Benchmarks #92
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mkopcins
requested changes
Feb 3, 2025
docs/docs/benchmarks/memory-usage.md
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| | Model | Android (XNNPack) [MB] | iOS (CoreML) [MB] | | ||
| | ----------------------------------------------------------------------------------------------- | ---------------------- | ----------------- | | ||
| | STYLE_TRANSFER_CANDY, STYLE_TRANSFER_MOSAIC, STYLE_TRANSFER_UDNIE, STYLE_TRANSFER_RAIN_PRINCESS | 950 | 350 | |
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Lets split it, one model per line. This looks a bit off to me
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| title: Inference Time | |||
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I think it would be better to only list 'consecutive' value. Firstly because it might be a bit confusing what it actually means and also who knows when executorch and system might decide to reload the model, causing new 'first' run. Better put warning banner on the top of the page with notice that initial runs can be significantly (even 2x) slower due to model loading in to the memory.
| | LLAMA3_2_1B_QLORA | 31.8 | 11.4 | 11.2 | 37.3 | 44.4 | | ||
| | LLAMA3_2_3B | ❌ | ❌ | ❌ | ❌ | 7.1 | | ||
| | LLAMA3_2_3B_SPINQUANT | 17.2 | 8.2 | ❌ | 16.2 | 19.4 | | ||
| | LLAMA3_2_3B_QLORA | 14.5 | ❌ | ❌ | 14.8 | 18.1 | |
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Here, below this table add description of why we have x's in some places (not enough memory)
mkopcins
approved these changes
Feb 3, 2025
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Description
Add models Benchmarks (memory usage, inference time, model size)
Type of change
Checklist