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Posted to dev@tvm.apache.org by Yao Wang <no...@github.com> on 2019/04/02 21:51:24 UTC

Re: [dmlc/tvm] [RFC][AUTOTVM] Auto-Schedule from Compute Declaration (#2954)

Thank you for opening this RFC! I have a question regarding user API. Does the hardware information needed for autotvm.AutoSchedulerOptions(**kwargs) function pre-defined for different hardware architectures? If so, how much more information does a user need to provide to differentiate between different minor types of the same device target, such as Intel Xeon Platinum vs Xeon Haswell, or Nvida K80 vs V100? Today we have a single template for minor device types. Will auto-scheduler provide different templates?

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