Error merging shape info for output

[matchaaShaw]

Describe the issue

Bug Report

Error merging shape info for output.

Error message

[W:onnxruntime:, graph.cc:109 MergeShapeInfo] Error merging shape info for output. 'onnx::Add_15' source:{5,50,1} target:{1,5,50,1}. Falling back to lenient merge.

To reproduce

1. Download model here shape_model.zip

2. Run the test script

import onnxruntime as rt

sess_options = rt.SessionOptions()

# Set graph optimization level
sess_options.graph_optimization_level = rt.GraphOptimizationLevel.ORT_ENABLE_EXTENDED

# To enable model serialization after graph optimization set this
sess_options.optimized_model_filepath = "opt_model.onnx"

session = rt.InferenceSession("model.onnx", sess_options)

Notice:

1. sess_options.graph_optimization_level = rt.GraphOptimizationLevel.ORT_ENABLE_EXTENDED

   → error

2. sess_options.graph_optimization_level = rt.GraphOptimizationLevel.ORT_ENABLE_BASIC

   →run well

Urgency

no response

Platform

Linux

OS Version

Ubuntu 12.04

ONNX Runtime Installation

Built from Source

ONNX Runtime Version or Commit ID

Sc1b7cc

ONNX Runtime API

Python

Architecture

X64

Execution Provider

CUDA

Execution Provider Library Version

No response