Skip to content

ValueError: as_list() is not defined on an unknown TensorShape #1067

@dirkdevries96

Description

@dirkdevries96

Describe the bug

handlers\backend\resize.py doesn't work handle tensors with unknown shapes well.
The fix in #1017 does not seem to be applicable here.

This is the error that I get:

ValueError: in user code:

    File "c:\users\dirk\extrepos\onnx-tensorflow\onnx_tf\backend_tf_module.py", line 99, in __call__  *
        output_ops = self.backend._onnx_node_to_tensorflow_op(onnx_node,
    File "c:\users\dirk\extrepos\onnx-tensorflow\onnx_tf\backend.py", line 347, in _onnx_node_to_tensorflow_op  *
        return handler.handle(node, tensor_dict=tensor_dict, strict=strict)
    File "c:\users\dirk\extrepos\onnx-tensorflow\onnx_tf\handlers\handler.py", line 58, in handle  *
        cls.args_check(node, **kwargs)
    File "c:\users\dirk\extrepos\onnx-tensorflow\onnx_tf\handlers\backend\resize.py", line 68, in args_check  *
        x_shape = x.get_shape().as_list()

    ValueError: as_list() is not defined on an unknown TensorShape.

To Reproduce
Run this code with

import onnx
from onnx_tf.backend import prepare

onnx_model = onnx.load("model.onnx")
tf_rep = prepare(onnx_model)

tf_rep.export_graph("model.pb")

Onnx model:
https://drive.google.com/file/d/1Tnl6X0k0IuWgJWNkx8AyqsDZH7pSF_1E/view?usp=sharing

Python, ONNX, ONNX-TF, Tensorflow version

  • Python version: 3.10.11
  • ONNX version: 1.14.1
  • ONNX-TF version: 1.10.0
  • Tensorflow version: 2.13.9

Additional context

The model is taken straight from:
torchvision.models.detection.faster_rcnn.fasterrcnn_resnet50_fpn

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions