trouble compiling a specific model

[NasriYoussef]

When running the compile command :
tensil compile -a /demo/arch/ultra96v2.tarch -m arcfaceresnet100-8.onnx -o "fc1" -s true
on the model on this repo :
https://github.com/onnx/models/tree/main/vision/body_analysis/arcface
I don't get any issues but the command keeps running indefinitely

[petrohi]

This comment is for us to plan compiler fixes to accommodate this model. There are several issues I am seeing right away:

• Frontend node traversal gets into seemingly infinite loop;
• Need support for Sub and Mul ONNX ops (this is already in progress for speech commands model);
• Need support for Reshape with all-constant input (why this is not optimized out by ONNX?);
• Need support for Identity op;
• Need support for PRelu op.