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An unquantized model on the main thread cost a health app its screening feature
A dev.to walkthrough of on-device ML on Android traces one withdrawn screening feature back to main-thread inference and a float32 model, and prices what quantization and a calibration set would have saved.
Publishers:dev.to
Reality
- Evidence34
- Adoption20
- Hype gap+28
- Incentives55
- Confidence45