keras-onnx

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Warning is done at import time since import will fail on some tf versions. 

TomWildenhain-Microsoft

We stopped active development of keras2onnx and keras2onnx is now frozen to tf-2.3 and onnx-1.10. To convert your Keras models you can head over to [tf2onnx](https://github.com/onnx/tensorflow-onnx) which can convert Tensorflow,...

TomWildenhain-Microsoft

AttributeError: 'KerasTensor' object has no attribute 'graph'

28

Basically I tried following this [Transfer Learning tutorial](https://www.tensorflow.org/tutorials/images/transfer_learning) . I made minor adjustments like used the Stanford Dog Breed dataset and used softmax in the final layer instead of sigmoid....

sgreene

Error when converting Keras ConvLSTM2D layer into ONNX

1

#### My code snippet for conversion: ``` MODEL_NAME = "data/pie/intention/context_loc_pretrained/model" model = load_model(MODEL_NAME + ".h5") onnx_model = keras2onnx.convert_keras(model, model.name, target_opset=14) temp_model_file = MODEL_NAME + ".onnx" onnx.save_model(onnx_model, temp_model_file) ``` #### Error...

YizhouFan

Tensor Transformer-11-MultiHeadSelfAttention-Add/All:0 already processed

4

Converting a keras model to onnx, I faced the following error: AssertionError: Tensor Transformer-11-MultiHeadSelfAttention-Add/All:0 already processed ###main code ``` import keras2onnx onnx_model = keras2onnx.convert_keras(model, model.name, debug_mode=True) temp_model_file = 'model.onnx' keras2onnx.save_model(onnx_model,...

34127chi

Convolutional layers with groups cannot be converted properly

1

I tried to convert a keras model that contains 2D group convolutions and in the resulting ONNX file the group parameter is always 1 even though it should be different....

LaCandela

I try to convert a model using the additive attention layer from keras https://keras.io/api/layers/attention_layers/additive_attention/ I got the following error : WARN: No corresponding ONNX op matches the tf.op node additive_attention/cond...

edmBernard

Hi, I am trying to accelerate a NLP pipeline using keras-onnx. The Keras model consisting a CRF layer (tf2crf) on top of the BiLSTM layer. I faced a following error:...

saeedehkhoshgoftar

Invalid graph when converting TFBertForSequenceClassification

3

Are text classifiaction huggingface models supported? I'm getting invalid graph when running this: ```python import os from transformers import TFBertForSequenceClassification import keras2onnx model_keras = TFBertForSequenceClassification.from_pretrained('bert-base-cased') model_onnx = keras2onnx.convert_keras(model_keras, model_keras.name) import...

ZJaume

Unrecognized attribute: axes for operator Squeeze/RecduceSum

2

**System information** - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 16.04 - ONNX Runtime installed from (source or binary): pip - ONNX Runtime version: 1.7.0 - Python version:...

chan4cc