What do the options in ConfigProto like allow_soft_placement and log_device_placement mean?

Question

We see this quite often in many of the TensorFlow tutorials:

sess = tf.Session(config=tf.ConfigProto(allow_soft_placem         


        

Answer 1

In simple words:

allow_soft_placement allows dynamic allocation of GPU memory,

log_device_placement prints out device information