Tensorflow has not supported operator [Elu] with name [elu1/Elu].

microsoft / MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

MIT License

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Tensorflow has not supported operator [Elu] with name [elu1/Elu]. #873

Open Zrufy opened 4 years ago

Zrufy commented 4 years ago

Platform (like ubuntu 16.04/win10): Windows 10

Python version: 3.6

Source framework with version (like Tensorflow 1.4.1 with GPU):Tensorflow 1,14

Destination framework with version (like CNTK 2.3 with GPU):Onnx

Pre-trained model path (webpath or webdisk path):

Running scripts: mmtoir -f tensorflow -w model.pb --inNodeName input_1 --inputShape 224,224,3 --dstNodeName act_softmax/Softmax -o mobilenet

linmajia commented 4 years ago

@Zrufy , thank you very much for the feedback. Are you using TF mobilenet? It seems to use Relu6 only instead of Elu.

Zrufy commented 4 years ago

I was trying to bring the ssd model of this project to pytorch or onnx. I encountered many difficulties. However I solved it by transforming the activations from elu to relu.

JiahaoYao commented 4 years ago

Hi @Zrufy, would you like to share your original model with ELU?