Intel® CPU Base Containers
February 7, 2024 · View on GitHub
Base containers to run on Intel® Xeon® Scalable processors
| Container | Framework | Docker Pull Command | Compressed Size |
|---|---|---|---|
| Intel® Optimizations for TensorFlow (PIP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-pip-base | 405.53MB |
| Intel® Optimizations for TensorFlow with Jupyter notebook support (PIP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-pip-jupyter | 464MB |
| Intel® Optimizations for TensorFlow Multi-node with OpenMPI (PIP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-pip-openmpi-multinode | 817MB |
| Intel® Optimizations for TensorFlow MLFlow (PIP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-pip-mlflow | 564.12MB |
| Intel® Optimizations for TensorFlow Multi-node with MPICH | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-pip-mpich-multinode | 883.82MB |
| Intel® Optimizations for TensorFlow with Intel Distribution of Python (IDP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-idp-base | 1.22GB |
| Intel® Optimizations for TensorFlow Multi-node with OpenMPI (IDP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-idp-openmpi-multinode | 1.59GB |
| Intel® Optimizations for TensorFlow Multi-node with MPICH (IDP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-idp-multinode | 1.66GB |
| Intel® Optimizations for TensorFlow MLFlow (IDP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-idp-mlflow | 1.33GB |
| Intel® Optimizations for TensorFlow with Jupyter notebook support (IDP) | TensorFlow | docker pull intel/intel-optimized-tensorflow:2.14.0-idp-jupyter | 1.27GB |
| Intel® Extension for TensorFlow | TensorFlow | docker pull intel/intel-extension-for-tensorflow:cpu | 898.97MB |
| TensorFlow Serving with Intel® Extension for TensorFlow Optimizations | TensorFlow | docker pull intel/intel-extension-for-tensorflow:serving-cpu | 884.93MB |
| Intel® Optimizations for PyTorch with Intel Distribution of Python | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-idp-base | 1.11GB |
| Intel® Optimizations for PyTorch with MLFlow (IDP) | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-idp-mlflow | 1.23GB |
| Intel® Optimizations for PyTorch with Jupyter (IDP) | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-idp-jupyter | 1.17GB |
| Intel® Optimizations for PyTorch with multi-node support (PIP) | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-idp-multinode | 681.93GB |
| Intel® Optimizations for PyTorch with Intel Distribution of Python | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-pip-base | 359.78MB |
| Intel® Optimizations for PyTorch with multi-node support (PIP) | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-pip-multinode | 681.93MB |
| Intel® Optimizations for PyTorch with MLFlow (PIP) | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-pip-mlflow | 518.78GB |
| Intel® Optimizations for PyTorch with Jupyter (PIP) | PyTorch | docker pull intel/intel-optimized-pytorch:2.1.0-pip-jupyter | 418.25MB |
| Intel® Optimizations for ML (PIP) | - | docker pull intel/intel-optimized-ml:scikit-learn-2024.0.0-xgboost-2.0.2-pip-base | 554.89MB |
| Intel® Optimizations for ML with MLFlow (PIP) | - | docker pull intel/intel-optimized-ml:scikit-learn-2024.0.0-xgboost-2.0.2-pip-mlflow | 639.8MB |
| Intel® Optimizations for ML with Jupyter (PIP) | - | docker pull intel/intel-optimized-ml:scikit-learn-2024.0.0-xgboost-2.0.2-pip-jupyter | 554.89MB |
| Intel® Optimizations for ML (IDP) | - | docker pull intel/intel-optimized-ml:scikit-learn-2024.0.0-xgboost-2.0.2-idp-base | 1.26GB |
| Intel® Optimizations for ML with MLFlow (IDP) | - | docker pull intel/intel-optimized-ml:scikit-learn-2024.0.0-xgboost-2.0.2-idp-mlflow | 1.34GB |
| Intel® Optimizations for ML with Jupyter (IDP) | - | docker pull intel/intel-optimized-ml:scikit-learn-2024.0.0-xgboost-2.0.2-idp-jupyter | 1.31GB |