For details on the complete list of DLCs, please visit the AWS documentation page: https://docs.aws.amazon.com/deep-learning-containers/latest/devguide/deep-learning-containers-images.html
These images are built to be used only on AWS SageMaker
Images Published:
763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.2.0-cpu-py311-ubuntu22.04-v1.0
sha256:ed59268af429f639730e32f46b3e7a311b874ced6536fda106732ad01b668a75
All tags:
1.2.0-cpu-py311-ubuntu22.04-v1.0
1.2.0-cpu-py311-ubuntu22.04
1.2-cpu-py311
1.2.0-cpu-py311-ubuntu22.04-v1.0-2024-12-22-15-17-55
1.2-cpu-py311-ubuntu22.04-v1
1.2.0-cpu-py311
Important Packages:
| pip packages | apt|deb packages |
|---|---|
| PyYAML==6.0.2 | emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common |
| absl-py==2.1.0 | emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common |
| autogluon==1.2 | libgcc-11-dev:amd64 & libgcc-s1:amd64 |
| autogluon.core==1.2 | libgcc-11-dev:amd64 & libgcc-s1:amd64 |
| autogluon.features==1.2 | libstdc++-11-dev:amd64 & libstdc++6:amd64 |
| autogluon.tabular==1.2 | |
| awscli==1.36.4 | |
| boto3==1.35.63 | |
| botocore==1.35.63 | |
| catboost==1.2.7 | |
| cffi==1.17.1 | |
| cloudpickle==2.2.1 | |
| Cython==3.0.11 | |
| datasets==3.0.2 | |
| fastai==2.7.18 | |
| filelock==3.16.1 | |
| h5py==3.12.1 | |
| lightgbm==4.5.0 | |
| mpi4py==4.0.1 | |
| ninja==1.11.1 | |
| numpy==1.26.4 | |
| opencv-python==4.10.0.84 | |
| packaging==24.1 | |
| pandas==2.2.3 | |
| pillow==10.4.0 | |
| protobuf==3.20.3 | |
| pybind11==2.13.6 | |
| regex==2024.11.6 | |
| requests==2.32.3 | |
| s3fs==0.4.2 | |
| s3transfer==0.10.3 | |
| sagemaker==2.233.0 | |
| sagemaker-experiments==0.1.45 | |
| scikit-learn==1.5.2 | |
| scipy==1.14.1 | |
| seaborn==0.13.2 | |
| sentencepiece==0.2.0 | |
| setuptools==69.5.1 | |
| smclarify==0.5 | |
| smdebug-rulesconfig==1.0.1 | |
| spacy==3.7.5 | |
| tokenizers==0.21.0 | |
| torch==2.5.1+cpu | |
| torchaudio==2.5.1+cpu | |
| torchvision==0.20.1+cpu | |
| transformers==4.47.1 | |
| wrapt==1.16.0 | |
| xgboost==2.1.3 |
763104351884.dkr.ecr.us-west-2.amazonaws.com/autogluon-training:1.2.0-gpu-py311-cu124-ubuntu22.04-v1.0
sha256:c4d33bb0d94f90f8dd38efc9a6ab832e37a216b86757160e49331905183ac566
All tags:
1.2.0-gpu-py311
1.2-gpu-py311-cu124-ubuntu22.04-v1
1.2.0-gpu-py311-cu124-ubuntu22.04-v1.0-2024-12-22-15-17-45
1.2.0-gpu-py311-cu124-ubuntu22.04-v1.0
1.2-gpu-py311
1.2.0-gpu-py311-cu124-ubuntu22.04
Important Packages:
| pip packages | apt|deb packages |
|---|---|
| PyYAML==6.0.2 | cuda-command-line-tools-12-4 |
| absl-py==2.1.0 | emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common |
| autogluon==1.2 | emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common |
| autogluon.core==1.2 | libcublas-12-4 & libcublas-dev-12-4 |
| autogluon.features==1.2 | libcudnn9-cuda-12 & libcudnn9-dev-cuda-12 |
| autogluon.tabular==1.2 | libgcc-11-dev:amd64 & libgcc-s1:amd64 |
| awscli==1.36.4 | libgcc-11-dev:amd64 & libgcc-s1:amd64 |
| boto3==1.35.63 | libstdc++-11-dev:amd64 & libstdc++6:amd64 |
| botocore==1.35.63 | |
| catboost==1.2.7 | |
| cffi==1.17.1 | |
| cloudpickle==2.2.1 | |
| Cython==3.0.11 | |
| datasets==3.0.2 | |
| fastai==2.7.18 | |
| filelock==3.16.1 | |
| h5py==3.12.1 | |
| lightgbm==4.5.0 | |
| mpi4py==4.0.1 | |
| ninja==1.11.1 | |
| numpy==1.26.4 | |
| opencv-python==4.10.0.84 | |
| packaging==24.1 | |
| pandas==2.2.3 | |
| pillow==10.4.0 | |
| protobuf==3.20.3 | |
| pybind11==2.13.6 | |
| regex==2024.11.6 | |
| requests==2.32.3 | |
| s3fs==0.4.2 | |
| s3transfer==0.10.3 | |
| sagemaker==2.233.0 | |
| sagemaker-experiments==0.1.45 | |
| scikit-learn==1.5.2 | |
| scipy==1.14.1 | |
| seaborn==0.13.2 | |
| sentencepiece==0.2.0 | |
| setuptools==69.5.1 | |
| smclarify==0.5 | |
| smdebug-rulesconfig==1.0.1 | |
| spacy==3.7.5 | |
| tokenizers==0.21.0 | |
| torch==2.5.1+cu124 | |
| torchaudio==2.5.1+cu124 | |
| torchvision==0.20.1+cu124 | |
| transformers==4.47.1 | |
| wrapt==1.16.0 | |
| xgboost==2.1.3 |