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Different Values on Pixel and Sony Xperia Z1

See original GitHub issue

To get help from the community, we encourage using Stack Overflow and the tensorflow.js tag.

TensorFlow.js version 1.0. Pulled from <script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@1.0.0/dist/tf.min.js"></script>

Browser version

Desktop: Chrome 74.0.3729.131 Pixel 2XL: 74.0.3729.136

Describe the problem or feature request

When I run a predict on my desktop (both chrome and IE) I get 2.743 which matches my model’s prediction in Google Colab. When I run from my phone I get a value, then on the second click I get a different value that stays through the rest of my clicks.

Code to reproduce the bug / link to feature request

Navigate to http://bet.eckronsoftware.com/. Once you see “Model Loaded” you can hit the ‘Get Prediction’ button. On the desktop you get 2.73. From your phone you will get a random wrong number.

The model was created using tf.keras.experimental.export_saved_model from within Google Colab.

Issue Analytics

State:
Created 4 years ago
Comments:12 (4 by maintainers)

Top GitHub Comments

1reaction

ehenniscommented, Jul 2, 2019

Removing the workaround and changing tfjs from 1.0.0 to 1.2.2 WORKED on mobile.

Here is my script code: <script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@1.2.2/dist/tf.min.js"></script>

0reactions

dsmilkovcommented, Jul 16, 2019

@msektrier I’m going to close this issue since it is unrelated to the Apache Cordova environment which is a native environment like React Native. Feel free to open a separate issue about the Apache Cordova library.