RStudio Tensorflow Eager Mode Eat All GPU Memory

General
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import tensorflow as tf

tf.enable_eager_execution()

tf.cos(1)

I have two GPU cards, which were taken by RStudio when I am using eager mode. How to limit the default resources?

+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Type Process name Usage |
|=============================================================================|
| 0 12657 C /usr/lib/rstudio-server/bin/rsession 21791MiB |
| 1 12657 C /usr/lib/rstudio-server/bin/rsession 21791MiB |

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