[TVM Discuss] [Questions] [Auto-TVM] How to Auto tune the model on iOS device

2020-09-04 Thread jacobpostman via TVM Discuss
@Dileep - Are you able to install and run the tvmrpc app to the device from xcode? It may just be that you need to give the app permission to be installed on your device. On the iPhone you do this by going to Settings -> General -> Device Management -> Select Developer App -> Verify App -

[TVM Discuss] [Questions] [Auto-TVM] How to Auto tune the model on iOS device

2020-09-03 Thread jacobpostman via TVM Discuss
Hi @Dileep - There were a couple of problems I was running into: 1. The xcode build process initiated by the popen_test_rpc() was being terminated prematurely when run in the fcompile build_func. 2. The temp dylib filename with full path was not accessible from the ios rpc runner. As a hack

[TVM Discuss] [Questions] [Auto-TVM] How to Auto tune the model on iOS device

2020-09-01 Thread jacobpostman via TVM Discuss
Hi @kazum - Thank you for the previous suggestions, I am also looking at how to use autotvm to tune a model on iOS. Below is a modified version of 'tutorials/autotvm/tune_relay_arm.py' that is based on your previous comment suggestion of adding a build_func, but something isn't working quite