Thanks for reporting. This PR 
(https://github.com/apache/incubator-tvm/pull/6683) fixed this bug.

However, typically for large graphs like this. We don't treat them as a single 
search task. Treating it as a single large graph makes the search very 
inefficient.

For large graphs, we use Relay to partition the large graphs into several small 
subgraphs and treat a small subgraph as a search task.
We then use the auto-scheduler to optimize every subgraph and use a task 
scheduler to schedule search tasks.

The upstream of relay integration and task scheduler 
([PR](https://github.com/apache/incubator-tvm/pull/6663)) is still work in 
progress.
Hopefully, we can finish the relay integration with tutorials in one or two 
weeks.





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