Koan-Sin Tan

Continue updating the Apple backend

18

some ideas we can try to improve the apple backend - [ ] in the WWDC 2023 "Use Core ML Tools for machine learning model compression", https://developer.apple.com/wwdc23/10047, Apple folks claimed...

- Open source third party libraries - TensorFlow: we use TFLite (the default fallback runtime) and some TensorFlow components (for preprocessing and evaluation). Is TensorFlow Apache 2.0 enough? Seems not...

Submit 4.0-based app to Apple App Store

40

Let's check what need to be done before submitting to App Store - [ ] screenshots - [ ] requirement 2 And then submit it.

Documents for setup CI lab physically in the US

6

1. host machines and all the supported devices... 2. air-conditioned? 3. manually intervention??

Check if we can get rid of manage all file permission

5

Currently, we have to manually enable the "Manage All Files Access Permission". That's not intuitive and could not be submit to Google Play Store. https://github.com/mlcommons/mobile_app_open/pull/621

Summary of data collection

2

@anhappdev please gather related issues there

Things to be done before public release to Google Play.

7

- [x] EULA, license stuff - #873, @RSMNYS do we have the consolidated licenses file? - [x] update the "About" page, it doesn't show latest SoCs. #892 - [x] Any...

let's check all other possible options https://github.com/mlcommons/mobile_app_open/issues/840. For 4.0 to the Play Store, we can just remove the file permission and use `/sdcard/Android/.....`

[tflite] Add png to tflite evaluation tool

19

Currently, image preprocessing in `tensorflow/lite/tools/evaluation` only supports `jpeg` and `raw` images. This patch add `png` support. Why we need `png`: 1. raw rgb files are larger 2. the jpeg used...

the tflite implementation https://github.com/mlcommons/mobile_app_open/blob/master/mobile_back_tflite/cpp/backend_tflite/stable_diffusion_pipeline.h#L40 supposed, both - the seed, and - the number of steps (default to 20) should be configurable from the app or from the pbtxt (task description,...