To achieve the goal of integrating microTVM to TVMC ( tvmc tool), the following changes are proposed:Ī new command, ‘flash’, must be added to tvmcin order to control flashing to the microTVM devices. Moreover, the workflow proposed by this RFC roughly corresponds to the common steps in the average developer workflow: compile a model, flash it (new stage proposed), run it, and tune. However it currently doesn’t support microTVM targets, so it can not drive a similar workflow (compile, run, tune) on targets supported by microTVM, like a variety of microcontrollers.Įndowing tmvc to support the mentioned workflow stages for microTVM targets allows developers to focus on testing, fixing bugs, and improving each stage independently, so not need to drive the whole process end-to-end anymore. TMVC is a command-line driver for TVM ( tvmc) that allows users to better control the compilation, execution, and tuning of several input models on various hardware targets.
This RFC aims to detail the integration of microTVM into TVMC and the tvmc commands their options available when working with targeting devices supported by microTVM.Ĭurrently in microTVM the entire compile/flash/run/debug process is driven end-to-end by the user, via microTVM Python API modules, as it happens in ‘tutorials/micro/micro_tflite.py’ script.
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