Considering the weight of every layer will be an individual input, it might be 
fine.
Could you print out the graph after the partition pass? For example:

```
print(mod)
mod = relay.transform.AnnotateTarget("external_compiler")(mod)
mod = relay.transform.MergeCompilerRegions()(mod)
mod = relay.transform.PartitionGraph()(mod)
print(mod)
```

So that we can compare if the second printed module was correctly partitioned.





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