tensorflow-onnx
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onnx
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
# Ask a Question ### Question I converted a pb model to onnx. It went smoothly and successfully. But it auto added some transpose op before and after every split...
**Describe the bug** When trying to convert the MSI-Net model (https://github.com/alexanderkroner/saliency) from TF to ONNX, I get the following output: ``` python -m tf2onnx.convert --graphdef model_salicon_gpu.pb --inputs=input:0 --outputs=output:0 --output model_salicon_gpu.onnx...
Hi, I converted a TensorFlow model to an ONNX model: ``` spec = (tf.TensorSpec((None, 256), tf.int32, name="input_ids"),) tf2onnx.convert.from_keras(model, output_path='model_biomarker.onnx', input_signature=spec) ``` However, when I make an inference on the ONNX...
# Ask a Question I am trying to convert the [SPICE model](https://tfhub.dev/google/lite-model/spice/1) for pitch detection to onnx format. I installed latest TensorFlow (2.12.0 at time of writing) and tf2onnx on...
**Describe the bug** When I try to convert a tensorflow model to onnx, I get the following error: ``` 2023-01-26 20:29:48,972 - WARNING - '--tag' not specified for saved_model. Using...
**Describe the bug** I am trying to convert the [BST model](https://keras.io/examples/structured_data/movielens_recommendations_transformers/) for recommendation to onnx format. Even though the message is "Warning - Cannot infer", the onnx model is successful...
StatefulPartitionedCall ### Describe operator This operator is used in Tensorflow 2 models ### Is it possible to build this operator using existing ONNX operators? I don't know #### Is this...
**Describe the bug** If the blank index has the highest activation in all time steps in greedy decoder input, I get the following error from the ReduceMax node in tf2onnx...
**Describe the bug** Hi,there that i use tf2onnx try convert keras model to onnx with `dense_layers` and lookuptable. that I got error: ```--------------------------------------------------------------------------- AttributeError Traceback (most recent call last) File...
### Context I have [a 3GB model](https://drive.google.com/file/d/1--6efTeiLoCCeTifDzABpHySmkJ4Bzkg/view?usp=sharing) and my end goal is to get the model into the ORT model format, so I tried using `tf2onnx.convert.from_function` with `large_model=True`, but unfortunately...
