[Bug]

[manuel-loew-infineon]

Expected behavior

AoT Executor and Graph Executor should treat the names in the same way.

Actual behavior

AoT Executor replaces non-alphanumeric characters in the input name while Graph Executor does not.
Setting the input data using the original name e.g.

aot_executor.set_input(‘predict_images:0’, input_data)

results in error ‘cannot find ‘predict_images:0’ among input’ while

graph_executor.set_input(‘predict_images:0’, input_data)

is fine. The different behavior is not intuitive.

See https://discuss.tvm.apache.org/t/aot-problem-in-microtvm-utvm-host-driven-application/13100

Environment

TVM version: v0.15.dev0

Steps to reproduce

Use a network with an input tensor name containing a non-alphanumeric character, e.g. 'serving_default_input_2:0' in
conv1d_batchnorm_pruned.zip