tensorflow

Link to section 'Description' of 'tensorflow' Description

TensorFlow is an open-source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays tensors that flow between them. This flexible architecture lets you deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device without rewriting code.

Link to section 'Versions' of 'tensorflow' Versions

Scholar: 20.02-tf1-py3, 20.02-tf2-py3, 20.03-tf1-py3, 20.03-tf2-py3, 20.06-tf1-py3, 20.06-tf2-py3, 20.11-tf1-py3, 20.11-tf2-py3, 20.12-tf1-py3, 20.12-tf2-py3, 21.06-tf1-py3, 21.06-tf2-py3, 21.09-tf1-py3, 21.09-tf2-py3
Gilbreth: 20.02-tf1-py3, 20.02-tf2-py3, 20.03-tf1-py3, 20.03-tf2-py3, 20.06-tf1-py3, 20.06-tf2-py3, 20.11-tf1-py3, 20.11-tf2-py3, 20.12-tf1-py3, 20.12-tf2-py3, 21.06-tf1-py3, 21.06-tf2-py3, 21.09-tf1-py3, 21.09-tf2-py3
Anvil: 20.02-tf1-py3, 20.02-tf2-py3, 20.03-tf1-py3, 20.03-tf2-py3, 20.06-tf1-py3, 20.06-tf2-py3, 20.11-tf1-py3, 20.11-tf2-py3, 20.12-tf1-py3, 20.12-tf2-py3, 21.06-tf1-py3, 21.06-tf2-py3, 21.09-tf1-py3, 21.09-tf2-py3

Link to section 'Module' of 'tensorflow' Module

You can load the modules by:

module load ngc
module load tensorflow

Link to section 'Example job' of 'tensorflow' Example job

Using #!/bin/sh -l as shebang in the slurm job script will cause the failure of some biocontainer modules. Please use #!/bin/bash instead.

To run tensorflow on our clusters:

#!/bin/bash
#SBATCH -A myallocation     # Allocation name
#SBATCH -t 1:00:00
#SBATCH -N 1
#SBATCH -n 1
#SBATCH -c 8
#SBATCH --gpus-per-node=1
#SBATCH --job-name=tensorflow
#SBATCH --mail-type=FAIL,BEGIN,END
#SBATCH --error=%x-%J-%u.err
#SBATCH --output=%x-%J-%u.out

module --force purge
ml ngc tensorflow