I’m currently testing a model that uses deformable convs. I see this op is supported by TVM, but I’m having terrible performance issues. I’ve been using runtime debugger to check why the model is so slow and discovered:
- 95% of model execution time is due to deformable convs
- 1 op specifically takes 72% of the time and another one 15%
Can I tune deformable convs with autotvm? What else can I do to improve model performance?
P.S. the same model but without deformable convs can run in 3% of the time of the model with deformable convs