I’m interested in examining some of generated code by TVM for GPU.
Especially, I’d like to generate the convolution code in Fig 15 (for the ResNet-18 model) in the TVM paper (https://www.usenix.org/system/files/osdi18-chen.pdf)
I understand that I need to do some automated search in Fig 12 in the paper.
How can I run the automated search that is similar to Fig 12 in the paper? Any of the two models (ML-based model and Blackbox Genetic Algorithm) would work for me.
If anyone could share the code for that, it would be great! (or anything similar, for example, auto-search code for GEMM is also very helpful.
Recently, I found how i do Genetic algorithm based or ML based automated search(‘autotvm’ module), but i still can’t find method about getting generated cuda codes.
If someone answer the question about getting the cuda codes, it will be very helpful!