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ZIH
hpcsupport
hpc-compendium
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e9e85486
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e9e85486
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3 years ago
by
Taras Lazariv
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#
# Machine Learning
# Machine Learning
On the machine learning nodes, you can use the tools from
[
IBM Power
On the machine learning nodes, you can use the tools from
[
IBM Power
AI
](
PowerAI
)
.
AI
](
PowerAI
.md
)
.
##
#
Interactive Session Examples
## Interactive Session Examples
###
#
Tensorflow-Test
### Tensorflow-Test
tauruslogin6 :~> srun -p ml --gres=gpu:1 -n 1 --pty --mem-per-cpu=10000 bash
tauruslogin6 :~> srun -p ml --gres=gpu:1 -n 1 --pty --mem-per-cpu=10000 bash
srun: job 4374195 queued and waiting for resources
srun: job 4374195 queued and waiting for resources
...
@@ -22,7 +22,7 @@ AI](PowerAI).
...
@@ -22,7 +22,7 @@ AI](PowerAI).
Or to use the whole node:
`--gres=gpu:6 --exclusive --pty`
Or to use the whole node:
`--gres=gpu:6 --exclusive --pty`
###
##
In Singularity container:
### In Singularity container:
rotscher@tauruslogin6:~> srun -p ml --gres=gpu:6 --pty bash
rotscher@tauruslogin6:~> srun -p ml --gres=gpu:6 --pty bash
[rotscher@taurusml22 ~]$ singularity shell --nv /scratch/singularity/powerai-1.5.3-all-ubuntu16.04-py3.img
[rotscher@taurusml22 ~]$ singularity shell --nv /scratch/singularity/powerai-1.5.3-all-ubuntu16.04-py3.img
...
@@ -30,7 +30,7 @@ Or to use the whole node: `--gres=gpu:6 --exclusive --pty`
...
@@ -30,7 +30,7 @@ Or to use the whole node: `--gres=gpu:6 --exclusive --pty`
Singularity powerai-1.5.3-all-ubuntu16.04-py3.img:~> . /opt/DL/tensorflow/bin/tensorflow-activate
Singularity powerai-1.5.3-all-ubuntu16.04-py3.img:~> . /opt/DL/tensorflow/bin/tensorflow-activate
Singularity powerai-1.5.3-all-ubuntu16.04-py3.img:~> tensorflow-test
Singularity powerai-1.5.3-all-ubuntu16.04-py3.img:~> tensorflow-test
##
#
Additional libraries
## Additional libraries
The following NVIDIA libraries are available on all nodes:
The following NVIDIA libraries are available on all nodes:
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