I have read tutorials about auto-tuning, seems there are two kinds for auto 
tuning.
1. write a schedule for a specific op and create a task for it.
2. extract tasks from a graph, which is to auto tune the whole model.

Here I have a lot of models to tune, and their convolution configurations have 
a lot in common.
For example, I have 100 models with convolutions with 1x3x224x224 input and 
512x3x1x1 kernel.

So if I tune each model, I will tune this kind of convolution 100 times. 

I want to get the whole set of all ops, and tune each op for just once.

Is there any api that supports this situation ?





---
[Visit 
Topic](https://discuss.tvm.ai/t/how-to-do-auto-tuning-for-a-specific-op/6817/1) 
to respond.

You are receiving this because you enabled mailing list mode.

To unsubscribe from these emails, [click 
here](https://discuss.tvm.ai/email/unsubscribe/3f6391a646b1dcf7d7f1e5c64dd2b874968ff1299e687b39bd63ba3aaaeccd40).

Reply via email to