# Tensorflow setup

###### tags: `機器學習` `Machine Learning`

## GPU configurations table
https://www.tensorflow.org/install/source#gpu

## Limiting gpu memory groth

# TL;DR

gpus = tf.config.list_physical_devices('GPU')
if gpus:
  # Restrict TensorFlow to only use the first GPU
  try:
    tf.config.set_visible_devices(gpus[0], 'GPU')
    logical_gpus = tf.config.list_logical_devices('GPU')
    print(len(gpus), "Physical GPUs,", len(logical_gpus), "Logical GPU")
  except RuntimeError as e:
    # Visible devices must be set before GPUs have been initialized
    print(e)

Read more: https://www.tensorflow.org/guide/gpu#limiting_gpu_memory_growth