"091_gaze-estimation-adas-0002" failed

HzHzHzHzHz commented 1 year ago

Issue Type

Bug

OS

Windows

OS architecture

x86_64

Programming Language

Python

Framework

OpenVINO, TensorFlow

Download URL for ONNX / OpenVINO IR

https://github.com/openvinotoolkit/open_model_zoo/tree/2021.2/models/intel/gaze-estimation-adas-0002 gaze-estimation-adas-0002.bin、gaze-estimation-adas-0002.xml

Convert Script

openvino2tensorflow \ --model_path openvino/gaze-estimation-adas-0002/gaze-estimation-adas-0002.xml \ --output_saved_model True \ --output_weight_quant_tflite True \ --string_formulas_for_normalization 'data / 255.0'

Description

Openvino's model conversion to onnx failed erro

Relevant Log Output

====================================================================================
layer_type: Const
layer_id: 106
tf_layers_dict_shape: (1,)
tf_layers_dict_value: [0]
====================================================================================
layer_type: Unsqueeze
layer_id: 107
input_layer0_shape: layer_id=105: Const(ndarray).shape (1,)
input_layer0_value: layer_id=105: [1]
input_layer1_shape: layer_id=106: Const(ndarray).shape (1,)
input_layer1_value: layer_id=106: [0]
tf_layers_dict_shape: (1, 1)
tf_layers_dict: [[1]]
indices: [0]
====================================================================================
layer_type: Const
layer_id: 108
tf_layers_dict_shape: (1,)
tf_layers_dict_value: [-1]
====================================================================================
ERROR: ConcatOp : Ranks of all input tensors should match: shape[0] = [1,1] vs. shape[1] = [1] [Op:ConcatV2] name: concat
ERROR: model_path  : E:\Htestp\PINTO_model_zoo-main\091_gaze-estimation-adas-0002\H\FP32\gaze-estimation-adas-0002.xml
ERROR: weights_path: E:\Htestp\PINTO_model_zoo-main\091_gaze-estimation-adas-0002\H\FP32\gaze-estimation-adas-0002.bin
ERROR: layer_id    : 109
ERROR: input_layer0 layer_id=107: tf.Tensor([[1]], shape=(1, 1), dtype=int64)
ERROR: input_layer1 layer_id=108: Const(ndarray).shape  (1,)
array([-1])
ERROR: The trace log is below.

Source code for simple inference testing code

No response

PINTO0309 commented 1 year ago

https://github.com/PINTO0309/PINTO_model_zoo/tree/main/091_gaze-estimation-adas-0002