TensorFlow 2.4.1-fosscuda-2020b

There is a newer version of TensorFlow

An open-source software library for Machine Intelligence

Accessing TensorFlow 2.4.1-fosscuda-2020b

To load the module for TensorFlow 2.4.1-fosscuda-2020b please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):

module load TensorFlow/2.4.1-fosscuda-2020b

BEAR Apps Version

2020b

Architectures

EL8-haswell (GPUs: NVIDIA P100) — EL8-icelake (GPUs: NVIDIA A100, NVIDIA A30)

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

  • absl-py-0.10.0
  • astunparse 1.6.3
  • cachetools 4.2.0
  • dill 0.3.3
  • gast 0.3.3
  • google-auth-1.24.0
  • google-auth-oauthlib-0.4.2
  • google-pasta-0.2.0
  • grpcio 1.32.0
  • gviz-api-1.9.0
  • h5py 2.10.0
  • Keras-Preprocessing-1.1.2
  • Markdown 3.3.3
  • oauthlib 3.1.0
  • opt-einsum-3.3.0
  • portpicker 1.3.1
  • pyasn1-modules-0.2.8
  • requests-oauthlib-1.3.0
  • rsa 4.7
  • tblib 1.7.0
  • tensorboard 2.4.1
  • tensorboard-plugin-profile-2.4.0
  • tensorboard-plugin-wit-1.8.0
  • TensorFlow 2.4.1
  • tensorflow-estimator-2.4.0
  • termcolor 1.1.0
  • Werkzeug 1.0.1
  • wrapt 1.12.1

More Information

For more information visit the TensorFlow website.

Dependencies

This version of TensorFlow has a direct dependency on: cuDNN/8.0.4.30-CUDA-11.1.1 cURL/7.72.0-GCCcore-10.2.0 double-conversion/3.1.5-GCCcore-10.2.0 flatbuffers/1.12.0-GCCcore-10.2.0 flatbuffers-python/1.12-GCCcore-10.2.0 fosscuda/2020b giflib/5.2.1-GCCcore-10.2.0 HDF5/1.10.7-gompic-2020b hwloc/2.2.0-GCCcore-10.2.0 ICU/67.1-GCCcore-10.2.0 JsonCpp/1.9.4-GCCcore-10.2.0 libjpeg-turbo/2.0.5-GCCcore-10.2.0 libpng/1.6.37-GCCcore-10.2.0 LMDB/0.9.24-GCCcore-10.2.0 NASM/2.15.05-GCCcore-10.2.0 NCCL/2.8.3-CUDA-11.1.1 nsync/1.24.0-GCCcore-10.2.0 PCRE/8.44-GCCcore-10.2.0 protobuf-python/3.14.0-GCCcore-10.2.0 Python/3.8.6-GCCcore-10.2.0 SciPy-bundle/2020.11-fosscuda-2020b snappy/1.1.8-GCCcore-10.2.0 SQLite/3.33.0-GCCcore-10.2.0 typing-extensions/3.7.4.3-GCCcore-10.2.0 zlib/1.2.11-GCCcore-10.2.0

Required By

This version of TensorFlow is a direct dependent of: DECODE/0.10.0-fosscuda-2020b DECODE/20220120-fosscuda-2020b Horovod/0.21.1-fosscuda-2020b-TensorFlow-2.4.1 Keras/2.4.3-fosscuda-2020b

Other Versions

These versions of TensorFlow 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 24th February 2021