[Compiled Mobilenetv3 Demo] Integrate Compiled Mobilenetv3 into FB4A Playground app (#70370)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/70370
Demo of Mobilenetv3 compiled with NNC in FB4A Playground app:
- Add compiled ModelConfig in FB4A app
- Enable Camera inputs for Mobilenet processor in the app and add ability to show live outputs
- Use downscaled inputs, which works for both original mobilenetv3 model and the compiled model
- Update nnc_aten_adaptive_avg_pool2d to use adaptive_avg_pool2d instead of adaptive_avg_pool2d_out as the latter is not included in the traced operators of mobilenetv3 model and hence not included in the app.
- Update app dependencies to include nnc_backend_lib and asm binary
Test Plan:
Run `arc playground pytorchscenario` from fbandroid to build and install the app on a connected device.
Live demo with compiled Mobilenetv3 model:
https://pxl.cl/1W1kb
Reviewed By: larryliu0820
Differential Revision: D33301477
fbshipit-source-id: 5d50a0e70a7f7d2157d311d6b1feef46e78e85b6
