Did I got it right that KDL uses 1.15 Java wrapper? What about newer SGI 0.0.2? Please correct me, if I am wrong, I have not much insides yet, but I have learned that recent 2.x version introduced important changes in the underlying structure of TF.
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Maria Khalusova
12/09/2020, 5:21 PM
We plan to move to the TF Java API 0.2.* in the upcoming updates. This should not affect the high-level APIs though. We haven't done it yet because there are still some rough edges there.
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zaleslaw
12/09/2020, 6:06 PM
Dear @Michal Harakal 1.15 Java API is stable and frozen, performance is comparable on GPU and CPU. I am actively participated in Java API (SIG JVM) development. It's not stable and API is not ready to produce new version. But I suppose that in Kotlin DL 0.2 or 0.3 we will present the TF 2.x as a backend. Also it's just an engine. No limitation on transfer learning with new version of Keras.
zaleslaw
12/09/2020, 6:14 PM
Also, we have some weird issues, related to performance regression on TF Java API 2.x, that is not solved yet.