The autotvm is a python only API, even though it does call into a lot of native
code.
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It works with some caveats. WSL doesn't give any hw device access, so things
like CUDA won't work and are constrained to CPU only.
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I have some notes here, but they are a bit dated, and some things were specific
to my custom branch. But it may give you some hints
https://docs.google.com/document/d/1NTcjdmtW00Nnn7SyCDYUA-UXXhEDyGHz650qXsHxXvc/edit?usp=sharing
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Hopefully someone can correct me if I'm wrong, but I believe the tophub logs
are downloaded anytime you run relay's build(...).
So I believe the answer to you question, is just don't run the autotvm and just
go right to building.
with relay.build_config(opt_level=4):
graph, lib, params =
Those are the output files from when you build from source. They should be in
a sub-directory of where the cmake files generated the visual studio project
files.
Did you build the C++ code?
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Are the TVM dlls (tvm.dll, topi.dll and tvm_runtime.dll) in your PATH
environment var?
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It seems [XGBoost supports GPU
acceleration](http://tracking.discuss.tvm.ai/tracking/click?d=16FMB7EwcxvJDCA2R-NliyJmm7vGiGsXVdu32-HbyXzgzHrax6cTTZF8vPk3tcPUdOYhHHQGI8McfylgvP47UvwPiIJFsNZq28iWJAHqZiWQAUNj2QyjvxwXmLYmOoAbUc_Qx_XPrgLlsOX54dR0pLn7p1ZfVXr664BMoqjouLIT0)
via cuda (9?) with the `gpu
