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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2020/11/18 23:41:07 UTC
[GitHub] [incubator-tvm] comaniac opened a new pull request #6939: Lazy import XGBoost
comaniac opened a new pull request #6939:
URL: https://github.com/apache/incubator-tvm/pull/6939
I encountered the same issue as this one: https://discuss.tvm.apache.org/t/conflict-with-xgboost-when-thrust-is-enabled/6889 with CUDA 10.0 and thrust enabled after upgrading XGBoost to 1.1.0. Since XGBoost is imported by AutoTVM, and AutoTVM is used everywhere (e.g., TOPI, VM, etc), I got the error even with only `from tvm import relay`, as mentioned in the latest reply in the post.
Since we cannot reproduce this error in docker and it's a potential issue, this PR makes the XGBoost import lazy.
cc @merrymercy @tqchen @vinx13 @zhiics
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[GitHub] [incubator-tvm] merrymercy commented on pull request #6939: Lazy import XGBoost
Posted by GitBox <gi...@apache.org>.
merrymercy commented on pull request #6939:
URL: https://github.com/apache/incubator-tvm/pull/6939#issuecomment-732788532
@comaniac Missing the package is a fatal error. We should raise an exception when we fail to import it instead of prinitng a message.
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[GitHub] [incubator-tvm] tqchen merged pull request #6939: Lazy import XGBoost
Posted by GitBox <gi...@apache.org>.
tqchen merged pull request #6939:
URL: https://github.com/apache/incubator-tvm/pull/6939
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