[Apache TVM Discuss] [Questions] [MetaScheduler] Can't optimize resnet50 with tensorcore

2023-07-27 Thread Ming-Hsuan-Tu via Apache TVM Discuss
Some of the graph can't be optimized (they were showing N/A), i am not sure if this is a bug. resnet18 is okay and works fine. ![image|690x274](upload://mUgVt3woYxyvTl9BMUedv6GphUU.png) Here are my code to optimize with tensorcore. [optimize.py (github.com)](https://gist.github.com/twmht/d

[Apache TVM Discuss] [Questions] [MetaSchedule] [TensorCore]Please help check whether I use cuda-tensorcore to tune the operator

2023-07-27 Thread Ming-Hsuan-Tu via Apache TVM Discuss
If we don't pad input shape to 16, and only the first convolution on input would not use tensorcore? because padding to 16 also brings some cost when doing convolution, which may not be accelerated even using tensorcore. --- [Visit Topic](https://discuss.tvm.apache.org/t/metaschedule-tens

[Apache TVM Discuss] [Questions] Hot to interpret the log from autotuing

2022-03-21 Thread Ming-Hsuan-Tu via Apache TVM Discuss
Hi, I am running autotuning from autotvm. The running time is very long, but I want to know the current network measure time, is it possible to get it from the log? The related log is like as following, I could not find a well document to describe that. DEBUG:autotvm: SA iter: 200 ... max-0