Tensorflow crashes with CUBLAS_STATUS_ALLOC_FAILED

Question

I\'m running tensorflow-gpu on Windows 10 using a simple MINST neural network program. When it tries to run, it encounters a CUBLAS_STATUS_ALLOC_FAILED error. A

Answer 1

for keras:

from keras.backend.tensorflow_backend import set_session
import tensorflow as tf

config = tf.ConfigProto()
config.gpu_options.allow_growth = True
session = tf.Session(config=config)
set_session(session)