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--- doku:deep_learning [2020/04/23 08:11] – created ir
+++ doku:deep_learning [2020/04/24 09:20] – sh
@@ Line 1: / Line 1: @@
-====== Deep Learning ======
+====== Deep Learning (DL) ======
 under construction
+===== DL and DataLAB community =====
+The [[https://colab.tuwien.ac.at/display/DLDC/|DLDC platform]] is designed to foster the exchange of scientists from different fields in DL. There you will find community meeting announcements and the slides of past meetings. In addition, it is a space to host
+moderated special interest groups in the field of DL.
+====== DL modules on VSC-3  ======
+===== Tensorflow =====
+Typically on some GPU node,
+<code>
+[someone@n372-003 ~]$  module purge
+[someone@n372-003 ~]$  module load gcc/5.3 mpioff/1.0 bazel/0.12.0 cuda/9.0.176 intel-mkl/2018 hdf5/1.8.18-SERIAL python/3.6 numpy/1.14.3 h5py/2.7.0 scipy/0.18.0 tensorflow/1.8.0.ttest
+</code>
+==== Keras ====
+Typically on some GPU node,
+<code>
+[someone@n372-003 ~]$  module purge
+[someone@n372-003 ~]$  module load gcc/5.3 mpioff/1.0 bazel/0.12.0 cuda/9.0.176 intel-mkl/2018 hdf5/1.8.18-SERIAL python/3.6 numpy/1.14.3 h5py/2.7.0 scipy/0.18.0 tensorflow/1.8.0.ttest keras/2.1.6.ttest
+</code>
+==== Pytorch ====
+Typically on some GPU node,
+<code>
+[someone@n372-003 ~]$  module purge
+[someone@n372-003 ~]$  module load gcc/5.3 cuda/9.1.85 intel-mkl/2018 cmake/3.9.6 python/3.6 numpy/1.14.3 pytorch/1.1.0b
+</code>
+==== Theano ====
+Typically on some GPU node,
+<code>
+[someone@n372-003 ~]$  module purge
+[someone@n372-003 ~]$  module load gcc/5.3 cuda/9.1.85 intel-mkl/11 cmake/3.8.2 python/2.7 numpy/1.12.0 libgpuarray/0.7.6 scipy/0.17.1 Theano/0.9.0
+[someone@n372-003 ~]$  export MKL_THREADING_LAYER=GNU
+[someone@n372-003 ~]$  THEANO_FLAGS=device=cuda,floatX=float32 python whatevermyscript.py
+</code>
+  * [[https://www.3ds.com/de/produkte-und-services/simulia/produkte/abaqus/|Simulia ABAQUS]],
+  * [[https://www.ansys.com/products/fluids/ansys-fluent|ANSYS Fluent]],
+  * [[https://www.openfoam.com|OpenFOAM]]