When you write a paper in \(\LaTeX\) and your collaborators prefer to use Overleaf but you prefer to use local setup, then you can do it with the help of the git version control system. Overall, the process is the following. You create a local git repository and sync it to a remote git service of your choice. Then you create a project in Overleaf. In the project settings you can find the link which you add to your git setup as the second remote server.

If you use Slurm job manager to run jobs on shared cluster, it often occurs that your job reaches the time limit and is terminated by Slurm. To allow a user to deal with the job termination, Slurm does this in two stages: first, the job receives SIGTERM signal that indicates that the job will be killed soon, and then the job receives SIGKILL signal that actually kills it. The time interval between these two signals is specified via Slurm’s configuration parameter KillWait.

When you decorate a function with `tf.function` decorator, sometimes you need to keep state between invocations of this function. The problem here is that the changes to the state will not be visible in the decorated function if the state is saved in the Python variables. To illustrate the problem, Tensorflow 2.2 is used: import tensorflow as tf print(tf.__version__) 2.2.0 To see the problem, let’s consider the following code. Let’s assume that we need to scale a given Tensor `x` and we do it using `tf.