What is the meaning of tvm_generic and tvm_opt?

pku-liang / FlexTensor

Automatic Schedule Exploration and Optimization Framework for Tensor Computations

MIT License

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What is the meaning of tvm_generic and tvm_opt? #18

Closed onlyoh closed 4 years ago

onlyoh commented 4 years ago

I found there is an argument named type in argument list of conv2d_baseline.py, and its value can be tvm_generic, tvm_opt or pytorch. What the meaning of type, tvm_generic and tvm_opt?

KnowingNothing commented 4 years ago

tvm_generic uses fallback configs of autotvm, which are predefined by experts. tvm_opt uses tuning to find configs.