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HcmV?d00001 diff --git a/doc.zih.tu-dresden.de/docs/software/tensorflow_new.md b/doc.zih.tu-dresden.de/docs/software/tensorflow_new.md new file mode 100644 index 000000000..3d623f146 --- /dev/null +++ b/doc.zih.tu-dresden.de/docs/software/tensorflow_new.md @@ -0,0 +1,91 @@ +# Tensorflow + +TensorFlow is a free end-to-end open-source software library for dataflow and differentiable programming across many tasks. It is a symbolic math library, used primarily for machine learning applications. It has a comprehensive, flexible ecosystem of tools, libraries and community resources. + +On taurus, Tensorflow 2 is the default module version. Please check \<a href="SoftwareModulesList" target="\_blank"> +the software modules list\</a> for information about available modules or use + + module spider TensorFlow + +For compatibility hints between TF2 and TF1, see here. + +We recommend using **Alpha** and/or **ML** partitions when working with machine learning workflows and the Tensorflow library. For more details see here. You can find detailed hardware specification here. + +## Tensorflow Console + +On the **ML** partition load the module environment: + + module load modenv/ml + +On the **Alpha** partition load the module environment: + + module load modenv/scs5 + +This example shows how to install and start working with TensorFlow (with using modules system) + + srun -p ml --gres=gpu:1 -n 1 -c 7 --pty --mem-per-cpu=8000 bash #Job submission in ml nodes with 1 gpu on 1 node with 8000 mb. + module load modenv/ml #example output: The following have been reloaded with a version change: 1) modenv/scs5 => modenv/ml + module load TensorFlow #load TensorFlow module. Example output: Module TensorFlow/1.10.0-PythonAnaconda-3.6 and 1 dependency loaded. + +Now we check that we can access Tensorflow. One example is tensorflow-test: + + 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 has been allocated resources + taurusml22 :~> module load TensorFlow/1.10.0-PythonAnaconda-3.6 + taurusml22 :~> tensorflow-test + Basic test of tensorflow - A Hello World!!!... + +As another example we use a python virtual environment and import Tensorflow. + + mkdir python-environments #create folder + which python #check which python are you using + virtualenvv --system-site-packages python-environments/env #create virtual environment "env" which inheriting with global site packages + source python-environments/env/bin/activate #Activate virtual environment "env". Example output: (env) bash-4.2$ + python #start python + import tensorflow as tf + print(tf.VERSION) #example output: 1.10.0 + +## Tensorflow in JupyterHub +In addition to using interactive and batch jobs, it is possible to work with Tensorflow using JupyterHub. The production and test environments of JupyterHub contain Python and R kernels, that both come with a Tensorflow support. + + +{: align="center"} + +## Tensorflow in Containers +Another option to use Tensorflow are containers. In the HPC domain, the [Singularity](https://singularity.hpcng.org/) container system is a widely used tool. In the following example, we use the tesnroflow-test in a Singularity container: + + rotscher@tauruslogin6:~> srun -p ml --gres=gpu:1 -n 1 -c 7 --pty --mem-per-cpu=8000 bash + [rotscher@taurusml22 ~]$ singularity shell --nv /scratch/singularity/powerai-1.5.3-all-ubuntu16.04-py3.img + Singularity powerai-1.5.3-all-ubuntu16.04-py3.img:~> export PATH=/opt/anaconda3/bin:$PATH + 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 + + +## Tensorflow with Python or R +For further information on Tensorflow in combination with Python see [here](data_analytics_with_python.md), for R see [here](data_analytics_with_r.md). + +## Compatibility TF2 and TF1 +TensorFlow 2.0 includes many API changes, such as reordering arguments, renaming symbols, and changing default values for parameters. Thus in some cases, it makes code written for the TensorFlow 1 not compatible with TensorFlow 2. However, If you are using the high-level APIs (tf.keras) there may be little or no action you need to take to make your code fully [TensorFlow 2.0](https://www.tensorflow.org/guide/migrate) compatible. It is still possible to run 1.X code, unmodified (except for contrib), in TensorFlow 2.0: + + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() #instead of "import tensorflow as tf" + +To make the transition to TF 2.0 as seamless as possible, the TensorFlow team has created the tf_upgrade_v2 utility to help transition legacy code to the new API. + + +## Additional libraires + +The following NVIDIA libraries are available on all nodes: + +| | | +|-------|---------------------------------------| +| NCCL | /usr/local/cuda/targets/ppc64le-linux | +| cuDNN | /usr/local/cuda/targets/ppc64le-linux | + +Note: For optimal NCCL performance it is recommended to set the +**NCCL_MIN_NRINGS** environment variable during execution. You can try +different values but 4 should be a pretty good starting point. + + export NCCL_MIN_NRINGS=4 + -- GitLab