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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/12/01 01:34:12 UTC

[GitHub] [tvm] philatoctoml opened a new issue #9617: TVM forcing compilation with USE_MICRO ON

philatoctoml opened a new issue #9617:
URL: https://github.com/apache/tvm/issues/9617


   TVM is forcing compilation with USE_MICRO ON since a recent commit even though I have no reason to compile with it.
   
   I am using the following to compile in this environment:
   
   ```
   RUN sed -i "s|set(USE_CUDA OFF)|set(USE_CUDA ON)|g" /home/ubuntu/tvm/build/config.cmake && sed -i "s|set(USE_LLVM OFF)|set(USE_LLVM ON)|g" /home/ubuntu/tvm/build/config.cmake && sed -i "s|set(USE_CUDNN OFF)|set(USE_CUDNN ON)|g" /home/ubuntu/tvm/build/config.cmake && sed -i "s|set(USE_CUBLAS OFF)|set(USE_CUBLAS ON)|g" /home/ubuntu/tvm/build/config.cmake && sed -i "s|set(USE_GRAPH_EXECUTOR_CUDA_GRAPH OFF)|set(USE_GRAPH_EXECUTOR_CUDA_GRAPH ON)|g" /home/ubuntu/tvm/build/config.cmake && sed -i "s|set(USE_OPENMP none)|set(USE_OPENMP gnu)|g" /home/ubuntu/tvm/build/config.cmake
   ```
   
   Traceback:
   ```
   ubuntu@3c2bc3dd6016:/external$ python3.8 tvmcompile.py
   Traceback (most recent call last):
     File "/home/ubuntu/tvm/python/tvm/micro/session.py", line 35, in <module>
       from .base import _rpc_connect
   ImportError: cannot import name '_rpc_connect' from 'tvm.micro.base' (/home/ubuntu/tvm/python/tvm/micro/base.py)
   
   During handling of the above exception, another exception occurred:
   
   Traceback (most recent call last):
     File "tvmcompile.py", line 1, in <module>
       from tvm.driver import tvmc
     File "/home/ubuntu/tvm/python/tvm/driver/tvmc/__init__.py", line 22, in <module>
       from . import micro
     File "/home/ubuntu/tvm/python/tvm/driver/tvmc/micro.py", line 26, in <module>
       import tvm.micro.project as project
     File "/home/ubuntu/tvm/python/tvm/micro/__init__.py", line 28, in <module>
       from .session import (
     File "/home/ubuntu/tvm/python/tvm/micro/session.py", line 37, in <module>
       raise ImportError("micro tvm is not enabled. Set USE_MICRO to ON in config.cmake")
   ImportError: micro tvm is not enabled. Set USE_MICRO to ON in config.cmake
   ```


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[GitHub] [tvm] philatoctoml commented on issue #9617: TVM forcing compilation with USE_MICRO ON

Posted by GitBox <gi...@apache.org>.
philatoctoml commented on issue #9617:
URL: https://github.com/apache/tvm/issues/9617#issuecomment-983229224


   @ZQPei thanks! Of course not. I just did this based on a model I had already tuned:
   
   ```
   from tvm.driver import tvmc
   
   model = tvmc.load('model.onnx')
   
   log_file = "mymodel.json"
   target = "cuda"
   
   #tvmc.tune(
   #    model,
   #    target=target,
   #    tuning_records=log_file,
   #)
   
   package = tvmc.compile(model, target=target, tuning_records=log_file)
   
   result = tvmc.run(package, device='cuda')
   print(result)
   ```


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[GitHub] [tvm] ZQPei commented on issue #9617: TVM forcing compilation with USE_MICRO ON

Posted by GitBox <gi...@apache.org>.
ZQPei commented on issue #9617:
URL: https://github.com/apache/tvm/issues/9617#issuecomment-983225600


   Can't reproduce your error.
   If you didn't compile with `USE_MICRO=ON`, then don't `from tvm import micro`.
   Would you mind to provide your `tvmcompile.py` code?


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[GitHub] [tvm] leandron commented on issue #9617: TVM forcing compilation with USE_MICRO ON

Posted by GitBox <gi...@apache.org>.
leandron commented on issue #9617:
URL: https://github.com/apache/tvm/issues/9617#issuecomment-985991783


   Thanks @ZQPei @philatoctoml and @gromero for fixing the issue!


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[GitHub] [tvm] ZQPei commented on issue #9617: TVM forcing compilation with USE_MICRO ON

Posted by GitBox <gi...@apache.org>.
ZQPei commented on issue #9617:
URL: https://github.com/apache/tvm/issues/9617#issuecomment-985176069


   Thank you @philatoctoml. The bug has been fixed by https://github.com/apache/tvm/pull/9632.


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[GitHub] [tvm] leandron closed issue #9617: TVM forcing compilation with USE_MICRO ON

Posted by GitBox <gi...@apache.org>.
leandron closed issue #9617:
URL: https://github.com/apache/tvm/issues/9617


   


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[GitHub] [tvm] ZQPei commented on issue #9617: TVM forcing compilation with USE_MICRO ON

Posted by GitBox <gi...@apache.org>.
ZQPei commented on issue #9617:
URL: https://github.com/apache/tvm/issues/9617#issuecomment-983254152


   > from tvm.driver import tvmc
   
   I think I have found the root cause of your problem.
   As we can see in https://github.com/apache/tvm/blob/32e80128d195db9987e47a89755f4ef4d7cf8e8d/python/tvm/driver/tvmc/__init__.py#L22
   and
   https://github.com/apache/tvm/blob/32e80128d195db9987e47a89755f4ef4d7cf8e8d/python/tvm/driver/tvmc/runner.py#L37-L39
   
   `tvm.micro` is imported in any case without a detection of `USE_MICRO` macro.
   This bug was mistakenly introduced by https://github.com/apache/tvm/pull/9229.
   
   Thank you so much for reporting this bug. I will try to fix it as soon as possiable.


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