Tensorflow OOM on GPU

I resolve this issue by reducing batch_size=52 Only to reduce memory use is to reduce batch_size.

Batch_size depends on your gpu graphics card, size of VRAM, Cache memory etc.

Please prefer this Another Stack Overflow Link

Try to take a look at this

Be careful not to run the evaluation and training binary on the same GPU or else you might run out of memory. Consider running the evaluation on a separate GPU if available or suspending the training binary while running the evaluation on the same GPU.

https://www.tensorflow.org/tutorials/deep_cnn