tum-ei-eda / utvm_staticrt_codegen

This project contains a code generator that produces static C NN inference deployment code targeting tiny micro-controllers (TinyML) as replacement for other µTVM runtimes. This tools generates a runtime, which statically executes the compiled model. This reduces the overhead in terms of code size and execution time compared to having a dynamic on-device runtime.
Apache License 2.0
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Fixes for latest tvm #7

Closed PhilippvK closed 3 years ago

PhilippvK commented 3 years ago

The "solution" for the __nop issue discussed before is not great but I was not able to remove it from the graph easily because inputs and outputs of the __nop node have to be preserved.

If you come up with a nice solution, feel free to propose something else.

PhilippvK commented 3 years ago

Test fails because an issue with the tvm_patches. I will try to fix them but be could also use the https://github.com/tum-ei-eda/tvm form in the CI job in the future...

PhilippvK commented 3 years ago

should be fixed in 11f7acf

rafzi commented 3 years ago

thanks!