[TVM Discuss] [Questions] Will TVM be compiled as a standalone C++ library?

[Niu Chong via TVM Discuss <no...@discuss.tvm.ai>]

Hi, all

I'm integrating TVM into a C++ deep learning framework, which is similar to the work of torch-tvm.

And during the work, I found that the whole functionality of TVM relies on not only the C++ code, but also the python code, which cannot be compiled into the libtvm.so.

For example, the relay op `nn.relu` was registered at the *src/relay/op/nn/nn.cc* without the `TOpPattern` attribute, but when we build the relay graph (through C++ API `RelayBuildModule::BuildRelay()` ), it requires the `TOpPattern` attribute of all ops, thus failing to build.

The `TOpPattern` attribute for `nn.relu` is registered at *python/tvm/relay/op/nn/_nn.py* , so if we build the relay graph from python API (i.e. `relay.build_module.build()` ), there is no error.

Same thing goes for the functionality of loading the tuned config for ops, the corresponding code are written in Python at *python/tvm/autotvm* , and I don't find the C++ code for it.

So will TVM be compiled as a standalone C++ library with all its functionality in the future? and if so, Is there a roadmap for it now?

Any help would be greatly appreciated, Thanks!





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[TVM Discuss] [Questions] Will TVM be compiled as a standalone C++ library?

[Niu Chong via TVM Discuss <no...@discuss.tvm.ai>]

Is there any one can help? Thanks in advance.





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