tensorflow.jstensorflowjs-converter

Failed to convert Tensorflow .pd to json


Trying to convert the saved model to json for tensorflow js. Followed the example from https://github.com/tensorflow/tfjs/tree/master/tfjs-converter

Version: tensorflowjs 1.2.9

Dependency versions: keras 2.2.4-tf tensorflow 1.14.0

Ran this cmd:

tensorflowjs_converter --input_format=tf_saved_model --output_format=tfjs_graph_model --signature_name=serving_default --saved_model_tags=serve /saved_model  /web_model

Having this error message while running the code:

F .\tensorflow/core/grappler/graph_view.h:332] Check failed: st.ok() Non unique node name detected: SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/weights

Solution

  • It seems that the converter only works on Google Colab without any issue. Thanks everyone for the input.