Containers with TensorFlow* optimized with oneAPI Deep Neural Network Library (oneDNN) and AVX512
100K+
PROJECT NOT UNDER ACTIVE MANAGEMENT. This image repo will no longer be maintained by Intel.
Please note these containers will only work on systems with Intel® Xeon® Scalable Processors code-named "SkyLake" and newer.
These are containers with Intel® Optimizations for TensorFlow* pre-installed.
Start the container:
$ docker run -it -p 8888:8888 intel/intel-optimized-tensorflow-avx512
Then go to your browser on http://localhost:8888/
LEGAL NOTICE: By accessing, downloading or using this software and any required dependent software (the “Software Package”), you agree to the terms and conditions of the software license agreements for the Software Package, which may also include notices, disclaimers, or license terms for third party software included with the Software Package. Please refer to the “third-party-programs.txt” or other similarly-named text file for additional details.
More Containers for running TensorFlow, TensorFlow Serving or other HPC, AI, ML and etc. workloads can be found at the Intel® oneContainer Portal.
| Tag(s) | TensorFlow Version | OS | Model Zoo for Intel® Architecture Version | Comments |
|---|---|---|---|---|
| latest 2.11.0 | 2.11.0 | Ubuntu* 20.04 | v2.10.0 | Intel® Optimizations for TensorFlow* version 2.11.0 compiled with AVX512 instruction support in operations that use eigen instead of oneAPI Deep Neural Network Library (oneDNN). |
| jupyter 2.11.0-jupyter | 2.11.0 | Ubuntu* 20.04 | v2.10.0 | Intel® Optimizations for TensorFlow* version 2.11.0 with jupyter* notebook support compiled with AVX512 instruction support in operations that use eigen instead of oneAPI Deep Neural Network Library (oneDNN). |
| mpi-horovod 2.11.0-mpi-horovod-inc-onnx | 2.11.0 | Ubuntu* 20.04 | v2.10.0 | Intel® Optimizations for TensorFlow* version 2.11.0 with OpenMPI*, Horovod*, Intel® Neural Compressor and ONNX support compiled with AVX512 instruction support in operations that use eigen instead of oneAPI Deep Neural Network Library (oneDNN). |
*Other names and brands may be claimed as the property of others.
Content type
Image
Digest
sha256:d89cb4c64…
Size
463.9 MB
Last updated
almost 3 years ago
docker pull intel/intel-optimized-tensorflow-avx512:2.13-pip-jupyterPulls:
151
Last week