numpyro 0.9.2-foss-2021b-CUDA-11.4.1

NumPyro is a lightweight probabilistic programming library that provides a NumPy backend for Pyro. We rely on JAX for automatic differentiation and JIT compilation to GPU / CPU.

Accessing numpyro 0.9.2-foss-2021b-CUDA-11.4.1

To load the module for numpyro 0.9.2-foss-2021b-CUDA-11.4.1 please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):

module load bear-apps/2021b
module load numpyro/0.9.2-foss-2021b-CUDA-11.4.1

BEAR Apps Version

2021b

Architectures

EL8-haswellEL8-icelake

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

  • multipledispatch 0.6.0
  • numpyro 0.9.2

More Information

For more information visit the numpyro website.

Dependencies

This version of numpyro has a direct dependency on: CUDA/11.4.1 foss/2021b jax/0.3.13-foss-2021b-CUDA-11.4.1 Python/3.9.6-GCCcore-11.2.0 SciPy-bundle/2021.10-foss-2021b tqdm/4.62.3-GCCcore-11.2.0

Other Versions

These versions of numpyro 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.

Version BEAR Apps Version
0.9.2-foss-2021b 2021b

Last modified on 27th June 2022