Deep Learning Containers Versions Save

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

v1.5-pt-sagemaker-2.2.0-tr-py310

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.2.0-cpu-py310-ubuntu20.04-sagemaker-v1.5 
sha256:1ed59449804fa67fa98af7e9563c563ec8870043698eb701308529785997e078

All tags:

2.2.0-cpu-py310-ubuntu20.04-sagemaker-v1.5
2.2.0-cpu-py310-ubuntu20.04-sagemaker
2.2.0-cpu-py310-ubuntu20.04-sagemaker-v1.5-2024-04-18-18-01-59
2.2-cpu-py310-ubuntu20.04-sagemaker-v1
2.2.0-cpu-py310
2.2-cpu-py310

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common
awscli==1.32.85 emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common
boto3==1.34.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
botocore==1.34.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
cffi==1.16.0 libstdc++-9-dev:amd64 & libstdc++6:amd64
cloudpickle==2.2.1
Cython==3.0.10
fastai==2.7.14
filelock==3.13.4
h5py==3.11.0
mpi4py==3.1.6
numpy==1.26.4
opencv-python==4.9.0.80
packaging==23.2
pandas==2.2.2
pillow==10.3.0
protobuf==3.20.3
pybind11==2.12.0
requests==2.31.0
s3fs==0.4.2
s3transfer==0.10.1
sagemaker==2.215.0
sagemaker-experiments==0.1.45
sagemaker-pytorch-training==2.8.1
sagemaker-training==4.7.4
scikit-learn==1.4.2
scipy==1.13.0
seaborn==0.13.2
setuptools==68.2.2
smclarify==0.5
smdebug-rulesconfig==1.0.1
spacy==3.7.3
torch==2.2.0
torchaudio==2.2.0
torchvision==0.17.0
  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.2.0-gpu-py310-cu121-ubuntu20.04-sagemaker-v1.5 
sha256:e71e93e3c3ea1d126819a15befc0aaa66f4dc4055ef62ade652c7aa8c026a3db

All tags:

2.2.0-gpu-py310-cu121-ubuntu20.04-sagemaker-v1.5
2.2.0-gpu-py310
2.2.0-gpu-py310-cu121-ubuntu20.04-sagemaker-v1.5-2024-04-18-18-01-59
2.2-gpu-py310-cu121-ubuntu20.04-sagemaker-v1
2.2-gpu-py310
2.2.0-gpu-py310-cu121-ubuntu20.04-sagemaker

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 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
apex==0.1 libcudnn8 & libcudnn8-dev
awscli==1.32.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
boto3==1.34.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
botocore==1.34.85 libstdc++-9-dev:amd64 & libstdc++6:amd64
cffi==1.16.0
cloudpickle==2.2.1
Cython==3.0.10
fastai==2.7.14
filelock==3.13.4
h5py==3.11.0
mpi4py==3.1.6
ninja==1.11.1.1
numpy==1.26.4
opencv-python==4.9.0.80
packaging==23.2
pandas==2.2.2
pillow==10.3.0
protobuf==3.20.3
pybind11==2.12.0
requests==2.31.0
s3fs==0.4.2
s3transfer==0.10.1
sagemaker==2.215.0
sagemaker-experiments==0.1.45
sagemaker-pytorch-training==2.8.1
sagemaker-training==4.7.4
scikit-learn==1.4.2
scipy==1.13.0
seaborn==0.13.2
setuptools==68.2.2
smclarify==0.5
smdebug-rulesconfig==1.0.1
spacy==3.7.3
torch==2.2.0
torchaudio==2.2.0
torchvision==0.17.0

v1.0-djl-0.27.0-inf-cpu-full

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.27.0-cpu-full-v1.0 
sha256:b1f58683d2b73f1698108c591755740b36809d963aeea6d65857ad8d4fbe03f5

All tags:

0.27.0-cpu-full
0.27.0-cpu-full-v1.0
0.27.0-cpu-full-v1.0-2024-04-18-18-48-47
0.27-cpu-full-v1

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 libgcc-11-dev:amd64 & libgcc-s1:amd64
awscli==1.32.86 libgcc-11-dev:amd64 & libgcc-s1:amd64
botocore==1.34.86 libstdc++-11-dev:amd64 & libstdc++6:amd64
numpy==1.26.4
packaging==24.0
requests==2.31.0
s3transfer==0.10.1
setuptools==59.6.0

v1.1-djl-0.27.0-inf-neuronx-sdk2.18.1

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.27.0-neuronx-sdk2.18.1-v1.1 
sha256:74a26aa527265a5a163b36d4939e5f5da71df44ead1addc30e3db1df34afdbfb

All tags:

0.27.0-neuronx-sdk2.18.1-v1.1
0.27-neuronx-sdk2.18.1-v1
0.27.0-neuronx-sdk2.18.1
0.27.0-neuronx-sdk2.18.1-v1.1-2024-04-18-00-31-28

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 libgcc-9-dev:amd64 & libgcc-s1:amd64
absl-py==2.1.0 libgcc-9-dev:amd64 & libgcc-s1:amd64
awscli==1.32.86 libstdc++-9-dev:amd64 & libstdc++6:amd64
boto3==1.34.86
botocore==1.34.86
datasets==2.18.0
filelock==3.13.4
numpy==1.25.2
packaging==24.0
pandas==2.2.2
pillow==10.3.0
protobuf==3.19.6
regex==2024.4.16
requests==2.31.0
s3transfer==0.10.1
scipy==1.11.2
sentencepiece==0.2.0
setuptools==69.5.1
tokenizers==0.15.2
torch==2.1.2
transformers==4.36.2

v1.0-djl-0.27.0-inf-neuronx-sdk2.18.1

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.27.0-neuronx-sdk2.18.1-v1.0 
sha256:b5abc5f02415c9a53ea56361ef5c6711106786047ecdb0936241cf7ab6adc832

All tags:

0.27-neuronx-sdk2.18.1-v1
0.27.0-neuronx-sdk2.18.1-v1.0
0.27.0-neuronx-sdk2.18.1
0.27.0-neuronx-sdk2.18.1-v1.0-2024-04-17-21-00-19

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 libgcc-9-dev:amd64 & libgcc-s1:amd64
absl-py==2.1.0 libgcc-9-dev:amd64 & libgcc-s1:amd64
awscli==1.32.85 libstdc++-9-dev:amd64 & libstdc++6:amd64
boto3==1.34.85
botocore==1.34.85
datasets==2.18.0
filelock==3.13.4
numpy==1.25.2
packaging==24.0
pandas==2.2.2
pillow==10.3.0
protobuf==3.19.6
regex==2024.4.16
requests==2.31.0
s3transfer==0.10.1
scipy==1.11.2
sentencepiece==0.2.0
setuptools==69.5.1
tokenizers==0.15.2
torch==2.1.2
transformers==4.36.2

v1.3-djl-0.27.0-inf-trt-0.8.0

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.27.0-tensorrtllm0.8.0-cu122-v1.3 
sha256:ae806f2f1f2fefdf2784aae40c9cd849c88ca5894518620b9cb25f17a74648f7

All tags:

0.27-tensorrtllm0.8.0-cu122-v1
0.27.0-tensorrtllm0.8.0-cu122-v1.3-2024-04-17-18-40-45
0.27.0-tensorrtllm0.8.0-cu122-v1.3
0.27.0-tensorrtllm0.8.0-cu122

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 cuda-command-line-tools-12-2
awscli==1.32.85 libcublas-12-2 & libcublas-dev-12-2
botocore==1.34.85 libcudnn8 & libcudnn8-dev
Cython==3.0.10 libgcc-11-dev:amd64 & libgcc-s1:amd64
datasets==2.18.0 libgcc-11-dev:amd64 & libgcc-s1:amd64
filelock==3.13.4 libnccl-dev & libnccl2
mpi4py==3.1.6 libnccl-dev
ninja==1.11.1.1 libstdc++-11-dev:amd64 & libstdc++6:amd64
numpy==1.26.4
packaging==24.0
pandas==2.2.2
pillow==10.3.0
protobuf==5.26.1
regex==2024.4.16
requests==2.31.0
s3transfer==0.10.1
scipy==1.13.0
sentencepiece==0.2.0
setuptools==69.5.1
tokenizers==0.15.2
torch==2.1.2
torchvision==0.16.2
transformers==4.38.1

v1.6-pt-ec2-2.2.0-tr-py310

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.2.0-cpu-py310-ubuntu20.04-ec2-v1.6 
sha256:37278c1e6a3ab794c47a7a360aea8385ff9b7cba8f7e88f260f89bd52188d653

All tags:

2.2.0-cpu-py310-ec2
2.2.0-cpu-py310-ubuntu20.04-ec2
2.2-cpu-py310-ubuntu20.04-ec2-v1
2.2.0-cpu-py310-ubuntu20.04-ec2-v1.6-2024-04-17-17-15-26
2.2.0-cpu-py310-ubuntu20.04-ec2-v1.6
2.2-cpu-py310-ec2

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common
awscli==1.32.85 emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common
boto3==1.34.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
botocore==1.34.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
cffi==1.16.0 libstdc++-9-dev:amd64 & libstdc++6:amd64
Cython==3.0.10
fastai==2.7.14
filelock==3.13.4
h5py==3.11.0
mpi4py==3.1.6
numpy==1.26.4
opencv-python==4.9.0.80
packaging==23.2
pandas==2.2.2
pillow==10.3.0
pybind11==2.12.0
requests==2.31.0
s3transfer==0.10.1
scikit-learn==1.4.2
scipy==1.13.0
setuptools==68.2.2
spacy==3.7.3
torch==2.2.0
torchaudio==2.2.0
torchvision==0.17.0
  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.2.0-gpu-py310-cu121-ubuntu20.04-ec2-v1.6 
sha256:ecabaad6fba5f05dd4ea9d1e68ebd358b5e552d170e478b8978f743ff6fa30c4

All tags:

2.2-gpu-py310-ec2
2.2.0-gpu-py310-cu121-ubuntu20.04-ec2-v1.6-2024-04-17-17-15-24
2.2-gpu-py310-cu121-ubuntu20.04-ec2-v1
2.2.0-gpu-py310-cu121-ubuntu20.04-ec2-v1.6
2.2.0-gpu-py310-cu121-ubuntu20.04-ec2
2.2.0-gpu-py310-ec2

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 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
apex==0.1 libcudnn8 & libcudnn8-dev
awscli==1.32.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
boto3==1.34.85 libgcc-9-dev:amd64 & libgcc-s1:amd64
botocore==1.34.85 libstdc++-9-dev:amd64 & libstdc++6:amd64
cffi==1.16.0
Cython==3.0.10
fastai==2.7.14
filelock==3.13.4
h5py==3.11.0
mpi4py==3.1.6
ninja==1.11.1.1
numpy==1.26.4
opencv-python==4.9.0.80
packaging==23.2
pandas==2.2.2
pillow==10.3.0
protobuf==5.26.1
pybind11==2.12.0
requests==2.31.0
s3transfer==0.10.1
scikit-learn==1.4.2
scipy==1.13.0
setuptools==68.2.2
spacy==3.7.3
torch==2.2.0
torchaudio==2.2.0
torchvision==0.17.0

v1.2-djl-0.27.0-inf-trt-0.8.0

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.27.0-tensorrtllm0.8.0-cu122-v1.2 
sha256:a07fc07e181e42db44f3fd7378aef9ea97f41635804e5402f9b783b3dd50effd

All tags:

0.27.0-tensorrtllm0.8.0-cu122
0.27.0-tensorrtllm0.8.0-cu122-v1.2
0.27-tensorrtllm0.8.0-cu122-v1
0.27.0-tensorrtllm0.8.0-cu122-v1.2-2024-04-16-21-10-51

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 cuda-command-line-tools-12-2
awscli==1.32.84 libcublas-12-2 & libcublas-dev-12-2
botocore==1.34.84 libcudnn8 & libcudnn8-dev
Cython==3.0.10 libgcc-11-dev:amd64 & libgcc-s1:amd64
datasets==2.18.0 libgcc-11-dev:amd64 & libgcc-s1:amd64
filelock==3.13.4 libnccl-dev & libnccl2
mpi4py==3.1.6 libnccl-dev
ninja==1.11.1.1 libstdc++-11-dev:amd64 & libstdc++6:amd64
numpy==1.26.4
packaging==24.0
pandas==2.2.2
pillow==10.3.0
protobuf==5.26.1
regex==2023.12.25
requests==2.31.0
s3transfer==0.10.1
scipy==1.13.0
sentencepiece==0.2.0
setuptools==69.5.1
tokenizers==0.15.2
torch==2.1.2
torchvision==0.16.2
transformers==4.38.1

v2.0-hf-tgi-2.0.0-pt-2.1.1-inf-gpu-py310

2 weeks ago

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:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/huggingface-pytorch-tgi-inference:2.1.1-tgi2.0.0-gpu-py310-cu121-ubuntu22.04-v2.0 
sha256:8d284ed4fa31c1761e5851fbd58795a879d80b32744892fce714927faa0c68d9

All tags:

2.1-tgi2.0-gpu-py310-cu121-ubuntu22.04-v2
2.1.1-tgi2.0.0-gpu-py310-cu121-ubuntu22.04
2.1.1-gpu-py310-cu121-ubuntu22.04
2.1.1-tgi2.0.0-gpu-py310-cu121-ubuntu22.04-v2.0-2024-04-16-17-30-36
2.1.1-tgi2.0.0-gpu-py310-cu121-ubuntu22.04-v2.0
2.1-gpu-py310-cu121-ubuntu22.04-v2
2.1-tgi2.0-gpu-py310-cu121-ubuntu22.04

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 libgcc-11-dev:amd64 & libgcc-s1:amd64
cffi==1.16.0 libgcc-11-dev:amd64 & libgcc-s1:amd64
cloudpickle==3.0.0 libstdc++-11-dev:amd64 & libstdc++6:amd64
datasets==2.18.0
filelock==3.13.3
numpy==1.26.4
packaging==24.0
pandas==2.2.2
pillow==10.3.0
protobuf==4.25.3
regex==2023.12.25
requests==2.31.0
scipy==1.13.0
sentencepiece==0.1.99
setuptools==69.2.0
tokenizers==0.15.2
torch==2.1.1
transformers==4.39.3
wrapt==1.16.0

v1.3-djl-0.27.0-inf-ds-0.12.6

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.27.0-deepspeed0.12.6-cu121-v1.3 
sha256:4f78a1fd139b46653a76063a3e580c0f64e0bb3a126b0014f571bc8527cac37d

All tags:

0.27-deepspeed0.12.6-cu121-v1
0.27.0-deepspeed0.12.6-cu121-v1.3
0.27.0-deepspeed0.12.6-cu121-v1.3-2024-04-16-16-14-10
0.27.0-deepspeed0.12.6-cu121

Important Packages:

pip packages apt|deb packages
PyYAML==6.0.1 cuda-command-line-tools-12-1
awscli==1.32.84 libcublas-12-1 & libcublas-dev-12-1
botocore==1.34.84 libcudnn8 & libcudnn8-dev
cloudpickle==3.0.0 libgcc-11-dev:amd64 & libgcc-s1:amd64
datasets==2.17.1 libgcc-11-dev:amd64 & libgcc-s1:amd64
filelock==3.13.4 libnccl-dev & libnccl2
mpi4py==3.1.6 libnccl-dev
ninja==1.11.1.1 libstdc++-11-dev:amd64 & libstdc++6:amd64
numpy==1.26.4
packaging==24.0
pandas==2.2.2
pillow==10.3.0
protobuf==3.20.3
py-cpuinfo==9.0.0
regex==2023.12.25
requests==2.31.0
s3transfer==0.10.1
scipy==1.13.0
sentencepiece==0.2.0
setuptools==69.5.1
tokenizers==0.15.2
torch==2.1.2+cu121
torchvision==0.16.2+cu121
transformers==4.39.0

v1.0-pt-graviton-sagemaker-2.2.1-inf-cpu-py310

2 weeks ago

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

Images Published:

  1. 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-graviton:2.2.1-cpu-py310-ubuntu20.04-sagemaker-v1.0 
sha256:82fe8622a8d5a3ac6aa6f6325236c10d6a0c49f538ca68159482b8d63d1b9c81

All tags:

2.2-cpu-py310-ubuntu20.04-sagemaker-v1
2.2-cpu-py310
2.2.1-cpu-py310-ubuntu20.04-sagemaker-v1.0-2024-04-16-17-17-50
2.2.1-cpu-py310-ubuntu20.04-sagemaker-v1.0
2.2.1-cpu-py310-ubuntu20.04-sagemaker
2.2.1-cpu-py310

Important Packages:

pip packages apt|deb packages
PyYAML==6.0 emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common
awscli==1.32.81 emacs & emacs-bin-common & emacs-common & emacs-gtk & emacsen-common
boto3==1.34.81 libgcc-10-dev:arm64 & libgcc-9-dev:arm64 & libgcc-s1:arm64
botocore==1.34.81 libgcc-10-dev:arm64 & libgcc-9-dev:arm64 & libgcc-s1:arm64
cffi==1.16.0 libstdc++-10-dev:arm64 & libstdc++-9-dev:arm64 & libstdc++6:arm64
Cython==3.0.10
filelock==3.13.4
ninja==1.11.1.1
numpy==1.26.4
opencv-python==4.9.0.80
packaging==23.2
pandas==2.2.1
pillow==10.3.0
requests==2.31.0
s3transfer==0.10.1
sagemaker-pytorch-inference==2.0.22
scikit-learn==1.4.1.post1
scipy==1.13.0
setuptools==68.2.2
torch==2.2.1+cpu
torch-model-archiver==0.10.0
torchaudio==2.2.1+cpu
torchserve==0.10.0
torchvision==0.17.1+cpu