why throws a ResourceExhaustedError after a 30 epochs training process?

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i have encounted a problem with a ResourceExhaustedError ,while i have train this model with 30 epochs，some details as follows: image_size=224*224,batch_size=16,bn_blocks=2.and my GPU memory is about 16G.