Validation Accuracy Always 0.5 In Transfer Learning Example

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I ran your example in Colab. Here is the gist:

https://gist.github.com/gosha1128/38cbb8dd1aaf8ca229d4760880e13634

The results aren't the same as yours. Any thoughts?