talos 0.6.3-foss-2019a-Python-3.7.2

Talos radically changes the ordinary Keras workflow by fullyautomating hyperparameter tuning and model evaluation. Talos exposes Keras functionality entirely and there is no new syntax or templates to learn.

Accessing talos 0.6.3-foss-2019a-Python-3.7.2

To load the module for talos 0.6.3-foss-2019a-Python-3.7.2 please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):

module load talos/0.6.3-foss-2019a-Python-3.7.2

There is a GPU enabled version of this module: talos 0.6.3-fosscuda-2019a-Python-3.7.2

BEAR Apps Version

2019a

Architectures

EL8-cascadelake — EL8-haswell

The listed architectures consist of two part: OS-CPU.

  • BlueBEAR: The OS used on BlueBEAR is represented by EL and there are several different processor (CPU) types available on BlueBEAR. More information about the processor types on BlueBEAR is available on the BlueBEAR Job Submission page.
  • BEAR and CaStLeS Cloud VMs: These VMs can have one of two OSes. Those with access to a BEAR Cloud or CaStLeS VM should check that the listed architectures for an application include the OS of VM being used. The VMs, irrespective of OS, will use the haswell CPU type.

Extensions

  • astetik 1.9.9
  • chances 0.1.9
  • geonamescache 1.1.0
  • kerasplotlib 0.1.4
  • seaborn 0.9.0
  • sklearn 0.0
  • talos 0.6.3
  • wrangle 0.6.7

More Information

For more information visit the talos website.

Dependencies

This version of talos has a direct dependency on: foss/2019a IPython/7.7.0-foss-2019a-Python-3.7.2 Keras/2.2.4-foss-2019a-Python-3.7.2 matplotlib/3.0.3-foss-2019a-Python-3.7.2 Python/3.7.2-GCCcore-8.2.0 scikit-learn/0.20.3-foss-2019a SciPy-bundle/2019.03-foss-2019a statsmodels/0.10.1-foss-2019a tqdm/4.33.0-foss-2019a-Python-3.7.2

Other Versions

These versions of talos are available on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs). These will be retained in accordance with our Applications Support and Retention Policy.

Last modified on 28th October 2019