add BAAI/bge-small-en-v1.5 Optimization

[xieofxie]

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[jambayk]

I have a dev branch where I introduce an option called op_type_to_exclude which is used to modify op_types_to_quantize and nodes_to_exclude.

Olive/olive/passes/onnx/quantization.py

Line 57 in 6e5c3b4

"op_types_to_exclude": PassConfigParam(

Looks like it might be useful here too when it gets merged

[jambayk]

otherwise, we need to know all of the op types present in the model.

[xieofxie]

currently use append_first_op_types_to_quantize_list with nodes_to_exclude will do this. Will we also update this logic?

Olive/olive/passes/onnx/quantization.py

Line 409 in 043f7e1

if run_config["append_first_op_types_to_quantize_list"]:

[jambayk]

honestly, I am not sure why this option was added and if it is used for anything right now.

Not sure if we will touch this option and related logic but I plan to update the logic to be able to use op_types_to_exclude and nodes_to_exclude. The op_types_to_exclude has been very useful for me when I know I don't want to quantize all nodes for an op.

[jambayk]

also created this PR in ort microsoft/onnxruntime#23779.

[xieofxie]

I think we could merge following the clip?