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SBGridTV

Supported Applications

TensorFlow

  • Description

    an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices. Originally developed by researchers and engineers from the Google Brain team within Google’s AI organization, it comes with strong support for machine learning and deep learning, and the flexible numerical computation core is used across many other scientific domains.

  • Usage Notes

    TensorFlow is included with its own python3.6 distribution. The python binary in the TensorFLow distribution has an alias called: python.tensorflow. Use this aliased python within the BioGrids environment to ensure inclusion of the TensorFlow libraries.

    The TensorFlow python distribution also include scikit-learn, Keras, pandas, numpy and biopython.

    Illegal Instruction Error: TensorFlow uses the AVX CPU instruction set (among others). These are not supported on older CPUs. If you receive an "Illegal instruction" error message upon importing tensorflow, it is likely due to lack of the AVX instruction set. Contact help@biogrids.org for help resolving or working around this problem.

  • Keywords

    High Performance Computing

  • Default Versions

    Linux 64:  1.9.0
    OS X INTEL:  1.9.0

  • Other Available Versions

      Linux 64:

      1.8.0
  • Developers

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