unmatched shape of GlobalAveragePool - Githubissues

PINTO0309 / onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

MIT License

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unmatched shape of GlobalAveragePool #658

Closed PriceWang closed 4 months ago

PriceWang commented 4 months ago

Issue Type

Others

OS

Linux

onnx2tf version number

1.22.4

onnx version number

1.16.1

onnxruntime version number

1.18.0

onnxsim (onnx_simplifier) version number

0.4.36

tensorflow version number

2.16.1

Download URL for ONNX

https://huggingface.co/PriceWang/maecg_micro/resolve/main/vit_atto_patch32.onnx

Parameter Replacement JSON

N/A

Description

Purpose: Research development
What:

I tried to convert .onnx to .tflite with convert(input_onnx_file_path="./ckpts/test.onnx", output_folder_path="./ckpts/", batch_size=1, output_signaturedefs=True, not_use_onnxsim=True)

and got error

It seems the error occurs in GlobalAveragePool that uses the wrong dim.
How: No idea for this issue now
Why: I want to generate a tfite model from onnx

PINTO0309 commented 4 months ago

onnx2tf -i vit_atto_patch32.onnx -kat input