[Tensorflow] ResourceExhaustedError: OOM when allocating tensor with shape[9,9,224,256] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc [Op:Fill]

Error

ResourceExhaustedError: OOM when allocating tensor with shape[9,9,224,256] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc [Op:Fill]

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Solution

Out of Memory 때문에 있는 현상입니다. GPU 메모리가 다른 작업에 이미 모두 할당된 상태인 경우에 해당합니다. 

참고 링크: https://github.com/tensorflow/tensorflow/issues/16768