Tensorflow and RTX 3000 (TF 1.X or 2.X required)

[kiflowb777]

1. Will tensorflow support new cards?
2. Which version of TF is required?
3. Will I run the program on version tf.1.x with RTX3000?

[bhack]

I think yes. If you can see there are also some specific feature in nightly for the Ampere arch in tensorflow/community#287.
Also if currently the CI is not running on this card GEN:
https://github.com/tensorflow/community/pull/287/files#diff-0f47247f8a899bec07e8ab8b8fa219d4R34

I don't think it will officially support new CUDA releases in TF 1.x as you can see in #42895 (comment)

/cc @reedwm

[reedwm]

@bhack is correct, TensorFlow will support RTX 3000 cards. I don't think TF 2.3 will work on the upcoming cards, but TF 2.4 will. Unfortunately TF 2.4 will be released after the cards are released, but tf-nightly will work as well.

As @bhack mentioned, TF 1.x does not support RTX 3000, as it only supports older versions of CUDA. But you can TF1 programs that don't depend on tf.contrib in TF 2 (including TF 2.4) with

import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()

[iperov]

RTX 3080 TI does not work with TF 1.12 CUDA 9.2

Seems like no backward compatibility provided by TF.

So what reason to make applications using TF which is not future-proof ?

[dhawals1939]

What is an RTX 3080Ti, there is only a 3080 and 3090 right?