Tensorflow v2.16.1 GPU version local build on Jetson Orin Nano failed

[daniel2008_12]

@AastaLLL

2.16 is not available yet.
You can find some building steps on the TensorFlow page.

Currently, we have found that the same code from tensorflow document. Running on Jetson Orin Nano , the result is quite un-beleivable. We don’t know why.

Here is the comparison of NVIDIA 2.15.0+nv24.03 v.s. Colab v.s. Tensorflow Documentation.

• Colab is consistent with Tensorflow Documentation
• NVIDIA 2.15.0+nv24.03 seems to get trouble, but we don’t know why, maybe some related warnings (I mean not resource enough, just warnings of cuDNN/CUDA related), just see issue1/2 in the thread:Multiple executive warnings after switching tensorflow from 2.16.1 CPU to v60dp tensorflow==2.15.0+nv24.03 GPU version

I DO think much more attention should be take care of thoes warnings. So we wanna know how cross compile NVIDIA did. Are thoese warnings correct??? How to compile tensorflow for Jetson Orin Nano?

Tensorflow issue:

• Doc(Transfer learning and fine-tuning) is quite different from real executive result. #66696