GoogleCloudPlatform / training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).
Apache License 2.0
7.79k stars 5.83k forks source link

Faulty boolean question in the "Structured data prediction using Vertex AI Platform" lab? #2425

Open MrCsabaToth opened 1 year ago

MrCsabaToth commented 1 year ago

The "Structured data prediction using Vertex AI Platform" lab (https://www.cloudskillsboost.google/course_sessions/2920302/labs/394190) has the following question:

Currently as far as Tensorflow is concerned, the only supported GPUs are that of NVIDIA. True False

The lab claims the True selection to be the correct one (a.k.a. TensorFlow is nVidia exclusive only), however this is false.

Here is what Bard says: "False. TensorFlow currently supports GPUs from other vendors, including AMD and Intel. However, NVIDIA GPUs are still the most popular choice for TensorFlow, as they offer the best performance.

Here are the supported GPUs for TensorFlow:

TensorFlow does not currently support GPUs from the following vendors:

It is possible that TensorFlow will support GPUs from other vendors in the future."

Here is how to use TensorFlow with an AMD ROCm GPU: https://rocm.docs.amd.com/en/latest/how_to/tensorflow_install/tensorflow_install.html

Maybe I interpret "supported" too loosely. Because Bard also notes that only nVidia is guaranteed to work, but as we see above it's possible with AMD and Intel as well.

MrCsabaToth commented 1 year ago

Ref: https://discuss.tensorflow.org/t/does-tensorflow-support-amd-radeon-graphics-cards/18765/8