Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris.
# AWS Pembelajaran Mendalam ARM64 AMI GPU PyTorch 2.8 (Ubuntu 24.04)
**catatan**
Untuk informasi paket perangkat lunak yang terperinci, silakan merujuk ke halaman catatan rilis individual yang ditautkan di bawah ini
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Format Nama AMI
+ Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) \$1 \$1YYYY-MM-DD\$1
##### Kueri Parameter SSM
**Silakan gunakan Kueri Parameter SSM Publik berikut untuk menemukan DLAMI terbaru:**
```
export SSM_PARAMETER=oss-nvidia-driver-gpu-pytorch-2.8-ubuntu-24.04/latest/ami-id && \
aws ssm get-parameter --region us-east-1 \
--name /aws/service/deeplearning/ami/arm64/$SSM_PARAMETER \
--query "Parameter.Value" \
--output text
```
##### AWSCLI Permintaan
**Silakan gunakan AWS Query berikut untuk menemukan DLAMI terbaru:**
```
aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```
##### Rilis Terbaru
**Topics**
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260321](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-03-24.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260317](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-03-20.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260307](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-03-12.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260226](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-02-27.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260217](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-02-24.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260122](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-23.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260121](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-21.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260116](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-20.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260102](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-08.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251226](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-12-31.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251205](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-12-10.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251114](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-12-03.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251107](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-11-10.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251003](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-10-14.md)
+ [Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20250926](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-09-30.md)
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260321
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1009-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.19.0 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
| |
| --- |
| prettytable-3.17.0 |
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| async-lru | 2.2.0 | 2.3.0 |
| attrs | 25.4.0 | 26.1.0 |
| awscli | 1.44.60 | 1.44.63 |
| binutils-aarch64-linux-gnu | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| binutils-common | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| boto3 | 1.42.70 | 1.42.73 |
| botocore | 1.42.70 | 1.42.73 |
| databricks-sdk | 0.100.0 | 0.102.0 |
| deepdiff | 8.6.1 | 8.6.2 |
| docker-compose-plugin | 5.1.0-1\$1ubuntu.24.04\$1noble | 5.1.1-1\$1ubuntu.24.04\$1noble |
| inspectorssmplugin | 1.0.454 | 1.0.456 |
| jsonpointer | 3.0.0 | 3.1.0 |
| libbinutils | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libctf-nobfd0 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libctf0 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libgprofng0 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libsframe1 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| nvidia-ml-py | 13.590.48 | 13.595.45 |
| protobuf | 6.33.5 | 6.33.6 |
| sagemaker | 3.5.0 | 3.6.0 |
| sagemaker-core | 2.5.1 | 2.6.0 |
| sagemaker-mlops | 1.5.0 | 1.6.0 |
| sagemaker-serve | 1.5.0 | 1.6.0 |
| sagemaker-train | 1.5.0 | 1.6.0 |
| snapd | 2.73\$1ubuntu24.04.1 | 2.73\$1ubuntu24.04.2 |
##### Paket yang Dihapus
Tidak ada paket yang dihapus dalam rilis ini.
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260317
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1009-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.19.0 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
| |
| --- |
| linux-aws-6.17-headers-6.17.0-1009-6.17.0-1009.9\$124.04.2 |
| linux-aws-6.17-tools-6.17.0-1009-6.17.0-1009.9\$124.04.2 |
| linux-headers-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| linux-image-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| linux-modules-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| linux-tools-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| lustre-client-modules-6.17.0-1009-aws-2.15.6-1fsx28 |
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| awscli | 1.44.58 | 1.44.60 |
| boto3 | 1.42.68 | 1.42.70 |
| botocore | 1.42.68 | 1.42.70 |
| charset-normalizer | 3.4.5 | 3.4.6 |
| databricks-sdk | 0.99.0 | 0.100.0 |
| inspectorssmplugin | 1.0.443 | 1.0.454 |
| libssh-4 | 0.10.6-2ubuntu0.3 | 0.10.6-2ubuntu0.4 |
| linux-aws | 6.17.0-1007.7\$124.04.1 | 6.17.0-1009.9\$124.04.2 |
| linux-headers-aws | 6.17.0-1007.7\$124.04.1 | 6.17.0-1009.9\$124.04.2 |
| linux-image-aws | 6.17.0-1007.7\$124.04.1 | 6.17.0-1009.9\$124.04.2 |
| onnxruntime | 1.24.3 | 1.24.4 |
| pyasn1 | 0.6.2 | 0.6.3 |
| python3-cryptography | 41.0.7-4ubuntu0.3 | 41.0.7-4ubuntu0.4 |
| snapd | 2.73\$1ubuntu24.04 | 2.73\$1ubuntu24.04.1 |
| uvicorn | 0.41.0 | 0.42.0 |
| vim-common | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
| vim-runtime | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
| vim-tiny | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
| xxd | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| lustre-client-modules-6.17.0-1007-aws |
| prettytable |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260307
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1007-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| Authlib | 1.6.8 | 1.6.9 |
| SQLAlchemy | 2.0.47 | 2.0.48 |
| awscli | 1.44.47 | 1.44.53 |
| boto3 | 1.42.57 | 1.42.63 |
| botocore | 1.42.57 | 1.42.63 |
| cachetools | 7.0.1 | 7.0.3 |
| charset-normalizer | 3.4.4 | 3.4.5 |
| databricks-sdk | 0.93.0 | 0.96.0 |
| docker-ce-cli | 29.2.1-1\$1ubuntu.24.04\$1noble | 29.3.0-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.2.1-1\$1ubuntu.24.04\$1noble | 29.3.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.133.1 | 0.135.1 |
| filelock | 3.24.3 | 3.25.0 |
| geventhttpclient | 2.3.8 | 2.3.9 |
| google-auth | 2.48.0 | 2.49.0 |
| graphql-core | 3.2.7 | 3.2.8 |
| ipython | 9.10.0 | 9.11.0 |
| libnss3 | 3.98-1build1 | 3.98-1ubuntu0.1 |
| linux-base | 4.5ubuntu9\$124.04.1 | 4.5ubuntu9\$124.04.2 |
| mlflow | 3.10.0 | 3.10.1 |
| mlflow-skinny | 3.10.0 | 3.10.1 |
| mlflow-tracing | 3.10.0 | 3.10.1 |
| onnxruntime | 1.24.2 | 1.24.3 |
| opentelemetry-api | 1.39.1 | 1.40.0 |
| opentelemetry-proto | 1.39.1 | 1.40.0 |
| opentelemetry-sdk | 1.39.1 | 1.40.0 |
| opentelemetry-semantic-conventions | 0.60b1 | 0.61b0 |
| platformdirs | 4.4.0 | 4.9.4 |
| python-dotenv | 1.2.1 | 1.2.2 |
| python3-software-properties | 0.99.49.3 | 0.99.49.4 |
| pytz | 2025.2 | 2026.1.post1 |
| regex | 2026.2.19 | 2026.2.28 |
| sagemaker | 3.4.1 | 3.5.0 |
| sagemaker-core | 2.4.1 | 2.5.0 |
| sagemaker-mlops | 1.4.1 | 1.5.0 |
| sagemaker-serve | 1.4.1 | 1.5.0 |
| sagemaker-train | 1.4.1 | 1.5.0 |
| software-properties-common | 0.99.49.3 | 0.99.49.4 |
| sosreport | 4.9.2-0ubuntu0\$124.04.1 | 4.10.2-0ubuntu0\$124.04.1 |
| tabulate | 0.9.0 | 0.10.0 |
| tritonclient | 2.65.0 | 2.66.0 |
| yarl | 1.22.0 | 1.23.0 |
##### Paket yang Dihapus
Tidak ada paket yang dihapus dalam rilis ini.
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260226
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1007-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
| |
| --- |
| linux-aws-6.17-headers-6.17.0-1007-6.17.0-1007.7\$124.04.1 |
| linux-aws-6.17-tools-6.17.0-1007-6.17.0-1007.7\$124.04.1 |
| linux-headers-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| linux-image-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| linux-modules-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| linux-tools-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| lustre-client-modules-6.17.0-1007-aws-2.15.6-1fsx28 |
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| Flask | 3.1.2 | 3.1.3 |
| SQLAlchemy | 2.0.46 | 2.0.47 |
| Werkzeug | 3.1.5 | 3.1.6 |
| amazon-cloudwatch-agent | 1.300064.0b1337-1 | 1.300064.1b1344-1 |
| async-lru | 2.1.0 | 2.2.0 |
| awscli | 1.44.40 | 1.44.47 |
| boto3 | 1.42.50 | 1.42.57 |
| botocore | 1.42.50 | 1.42.57 |
| cachetools | 6.2.6 | 7.0.1 |
| certifi | 2026.1.4 | 2026.2.25 |
| cloud-init | 25.2-0ubuntu1\$124.04.1 | 25.3-0ubuntu1\$124.04.1 |
| databricks-sdk | 0.88.0 | 0.93.0 |
| docker-compose-plugin | 5.0.2-1\$1ubuntu.24.04\$1noble | 5.1.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.129.0 | 0.133.1 |
| filelock | 3.24.2 | 3.24.3 |
| geventhttpclient | 2.3.7 | 2.3.8 |
| greenlet | 3.3.1 | 3.3.2 |
| gunicorn | 23.0.0 | 25.1.0 |
| inspectorssmplugin | 1.0.441 | 1.0.443 |
| jupyterlab | 4.5.4 | 4.5.5 |
| libcurl3t64-gnutls | 8.5.0-2ubuntu10.6 | 8.5.0-2ubuntu10.7 |
| libcurl4t64 | 8.5.0-2ubuntu10.6 | 8.5.0-2ubuntu10.7 |
| libssh-4 | 0.10.6-2ubuntu0.2 | 0.10.6-2ubuntu0.3 |
| linux-aws | 6.14.0-1018.18\$124.04.1 | 6.17.0-1007.7\$124.04.1 |
| linux-headers-aws | 6.14.0-1018.18\$124.04.1 | 6.17.0-1007.7\$124.04.1 |
| linux-image-aws | 6.14.0-1018.18\$124.04.1 | 6.17.0-1007.7\$124.04.1 |
| linux-libc-dev | 6.8.0-100.100 | 6.8.0-101.101 |
| linux-tools-common | 6.8.0-100.100 | 6.8.0-101.101 |
| lustre-client-utils | 2.15.6-1fsx26 | 2.15.6-1fsx28 |
| mlflow | 3.9.0 | 3.10.0 |
| mlflow-skinny | 3.9.0 | 3.10.0 |
| mlflow-tracing | 3.9.0 | 3.10.0 |
| narwhals | 2.16.0 | 2.17.0 |
| nltk | 3.9.2 | 3.9.3 |
| numba | 0.63.1 | 0.64.0 |
| onnxruntime | 1.24.1 | 1.24.2 |
| packaging | 25.0 | 26.0 |
| platformdirs | 4.4.0 | 4.9.2 |
| pyarrow | 22.0.0 | 23.0.1 |
| pybind11 | 3.0.1 | 3.0.2 |
| regex | 2026.1.15 | 2026.2.19 |
| scipy | 1.17.0 | 1.17.1 |
| systemd-hwe-hwdb | 255.1.6 | 255.1.7 |
| typer | 0.24.0 | 0.24.1 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| linux-aws-6.14-headers-6.14.0-1018 |
| linux-aws-6.14-tools-6.14.0-1018 |
| linux-headers-6.14.0-1018-aws |
| linux-image-6.14.0-1018-aws |
| linux-modules-6.14.0-1018-aws |
| linux-tools-6.14.0-1018-aws |
| lustre-client-modules-6.14.0-1018-aws |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260217
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
| |
| --- |
| GitPython-3.1.46 |
| Mako-1.3.10 |
| PyNaCl-1.6.2 |
| SQLAlchemy-2.0.46 |
| aiohappyeyeballs-2.6.1 |
| aiohttp-3.13.3 |
| aiosignal-1.4.0 |
| alembic-1.18.4 |
| bcrypt-5.0.0 |
| brotli-1.2.0 |
| cachetools-6.2.6 |
| databricks-sdk-0.88.0 |
| deepdiff-8.6.1 |
| flask-cors-6.0.2 |
| flatbuffers-25.12.19 |
| frozenlist-1.8.0 |
| gevent-25.9.1 |
| geventhttpclient-2.3.7 |
| gitdb-4.0.12 |
| google-auth-2.48.0 |
| greenlet-3.3.1 |
| gunicorn-23.0.0 |
| huey-2.6.0 |
| iniconfig-2.3.0 |
| invoke-2.2.1 |
| ml\$1dtypes-0.5.4 |
| mlflow-3.9.0 |
| mlflow-skinny-3.9.0 |
| mlflow-tracing-3.9.0 |
| multidict-6.7.1 |
| onnx-1.20.1 |
| onnxruntime-1.24.1 |
| opentelemetry-api-1.39.1 |
| opentelemetry-proto-1.39.1 |
| opentelemetry-sdk-1.39.1 |
| opentelemetry-semantic-conventions-0.60b1 |
| orderly-set-5.5.0 |
| paramiko-4.0.0 |
| pluggy-1.6.0 |
| propcache-0.4.1 |
| pyasn1\$1modules-0.4.2 |
| pytest-9.0.2 |
| python-dotenv-1.2.1 |
| python-rapidjson-1.23 |
| sagemaker-mlflow-0.2.0 |
| sagemaker-mlops-1.4.1 |
| sagemaker-schema-inference-artifacts-0.0.5 |
| sagemaker-serve-1.4.1 |
| sagemaker-train-1.4.1 |
| skops-0.13.0 |
| smmap-5.0.2 |
| sqlparse-0.5.5 |
| tritonclient-2.65.0 |
| yarl-1.22.0 |
| zope.event-6.1 |
| zope.interface-8.2 |
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| Authlib | 1.6.6 | 1.6.8 |
| amazon-cloudwatch-agent | 1.300063.0b1323-1 | 1.300064.0b1337-1 |
| awscli | 1.44.25 | 1.44.40 |
| babel | 2.17.0 | 2.18.0 |
| boto3 | 1.42.35 | 1.42.50 |
| botocore | 1.42.35 | 1.42.50 |
| cpp-13 | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| cpp-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| cryptography | 46.0.3 | 46.0.5 |
| debugpy | 1.8.19 | 1.8.20 |
| devscripts | 2.23.7 | 2.23.7ubuntu0.1 |
| docker-buildx-plugin | 0.30.1-1\$1ubuntu.24.04\$1noble | 0.31.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-cli | 29.2.0-1\$1ubuntu.24.04\$1noble | 29.2.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.2.0-1\$1ubuntu.24.04\$1noble | 29.2.1-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.128.0 | 0.129.0 |
| filelock | 3.20.3 | 3.24.2 |
| fsspec | 2026.1.0 | 2026.2.0 |
| g\$1\$1-13 | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| g\$1\$1-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gcc-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gcc-13-base | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gcc-14-base | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| gfortran-13 | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gfortran-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gir1.2-glib-2.0 | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| inetutils-telnet | 2.5-3ubuntu4 | 2.5-3ubuntu4.1 |
| initramfs-tools-bin | 0.142ubuntu25.5 | 0.142ubuntu25.8 |
| initramfs-tools-core | 0.142ubuntu25.5 | 0.142ubuntu25.8 |
| inspectorssmplugin | 1.0.434 | 1.0.441 |
| ipython | 9.9.0 | 9.10.0 |
| jupyterlab | 4.5.3 | 4.5.4 |
| libasan8 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libatomic1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libc-bin | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc-dev-bin | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc-devtools | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc6 | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc6-dev | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libcc1-0 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libdrm-common | 2.4.122-1\$1ubuntu0.24.04.2 | 2.4.125-1ubuntu0.1\$124.04.1 |
| libdrm2 | 2.4.122-1\$1ubuntu0.24.04.2 | 2.4.125-1ubuntu0.1\$124.04.1 |
| libexpat1 | 2.6.1-2ubuntu0.3 | 2.6.1-2ubuntu0.4 |
| libexpat1-dev | 2.6.1-2ubuntu0.3 | 2.6.1-2ubuntu0.4 |
| libfwupd2 | 1.9.31-0ubuntu1\$124.04.1 | 1.9.33-0ubuntu1\$124.04.1ubuntu1 |
| libgcc-13-dev | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| libgcc-s1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libgfortran-13-dev | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| libgfortran5 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libgirepository-2.0-0 | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-0t64 | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-bin | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-data | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-dev | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-dev-bin | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libgnutls30t64 | 3.8.3-1.1ubuntu3.4 | 3.8.3-1.1ubuntu3.5 |
| libgomp1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libhwasan0 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libitm1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libldap-common | 2.6.7\$1dfsg-1\$1exp1ubuntu8.2 | 2.6.10\$1dfsg-0ubuntu0.24.04.1 |
| libldap2 | 2.6.7\$1dfsg-1\$1exp1ubuntu8.2 | 2.6.10\$1dfsg-0ubuntu0.24.04.1 |
| liblsan0 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libmysqlclient21 | 8.0.44-0ubuntu0.24.04.2 | 8.0.45-0ubuntu0.24.04.1 |
| libnuma1 | 2.0.18-1build1 | 2.0.18-1ubuntu0.24.04.1 |
| libpng-dev | 1.6.43-5ubuntu0.3 | 1.6.43-5ubuntu0.5 |
| libpng-tools | 1.6.43-5ubuntu0.3 | 1.6.43-5ubuntu0.5 |
| libpng16-16t64 | 1.6.43-5ubuntu0.3 | 1.6.43-5ubuntu0.5 |
| libpython3.12-dev | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libpython3.12-minimal | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libpython3.12-stdlib | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libpython3.12t64 | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libssl-dev | 3.0.13-0ubuntu3.6 | 3.0.13-0ubuntu3.7 |
| libssl3t64 | 3.0.13-0ubuntu3.6 | 3.0.13-0ubuntu3.7 |
| libstdc\$1\$1-13-dev | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| libstdc\$1\$16 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libtsan2 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libubsan1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| linux-libc-dev | 6.8.0-90.91 | 6.8.0-100.100 |
| linux-tools-common | 6.8.0-90.91 | 6.8.0-100.100 |
| locales | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| lustre-client-modules-6.14.0-1018-aws | 2.15.6-1fsx25 | 2.15.6-1fsx26 |
| lustre-client-utils | 2.15.6-1fsx25 | 2.15.6-1fsx26 |
| marshmallow | 4.2.1 | 4.2.2 |
| motd-news-config | 13ubuntu10.3 | 13ubuntu10.4 |
| narwhals | 2.15.0 | 2.16.0 |
| nbconvert | 7.16.6 | 7.17.0 |
| packaging | 24.2 | 25.0 |
| pandas | 3.0.0 | 2.3.3 |
| parso | 0.8.5 | 0.8.6 |
| pillow | 12.1.0 | 12.1.1 |
| pip | 25.3 | 26.0.1 |
| platformdirs | 4.4.0 | 4.9.2 |
| protobuf | 6.31.1 | 6.33.5 |
| psutil | 7.2.1 | 7.2.2 |
| pyarrow | 23.0.0 | 22.0.0 |
| python-apt-common | 2.7.7ubuntu5.1 | 2.7.7ubuntu5.2 |
| python3-apt | 2.7.7ubuntu5.1 | 2.7.7ubuntu5.2 |
| python3-distupgrade | 24.04.27 | 24.04.28 |
| python3.12-dev | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| python3.12-minimal | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| python3.12-venv | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| rich | 14.3.1 | 13.9.4 |
| sagemaker | 2.256.1 | 3.4.1 |
| sagemaker-core | 1.0.74 | 2.4.1 |
| setuptools | 80.10.2 | 81.0.0 |
| starlette | 0.50.0 | 0.52.1 |
| telnet | 2.5-3ubuntu4 | 2.5-3ubuntu4.1 |
| tenacity | 9.1.2 | 9.1.4 |
| tqdm | 4.67.1 | 4.67.3 |
| typer | 0.21.1 | 0.24.0 |
| ubuntu-release-upgrader-core | 24.04.27 | 24.04.28 |
| uvicorn | 0.40.0 | 0.41.0 |
| wcwidth | 0.4.0 | 0.6.0 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| google-pasta |
| multiprocess |
| pathos |
| pox |
| ppft |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260122
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| awscli | 1.44.21 | 1.44.22 |
| boto3 | 1.42.31 | 1.42.32 |
| botocore | 1.42.31 | 1.42.32 |
| docker-compose-plugin | 5.0.1-1\$1ubuntu.24.04\$1noble | 5.0.2-1\$1ubuntu.24.04\$1noble |
| gir1.2-glib-2.0 | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| importlib\$1metadata | 8.0.0 | 8.7.1 |
| jaraco.context | 5.3.0 | 6.1.0 |
| jaraco.functools | 4.0.1 | 4.4.0 |
| jaraco.text | 3.12.1 | 4.0.0 |
| jmespath | 1.0.1 | 1.1.0 |
| libgirepository-2.0-0 | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-0t64 | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-bin | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-data | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-dev | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-dev-bin | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libxml2 | 2.9.14\$1dfsg-1.3ubuntu3.6 | 2.9.14\$1dfsg-1.3ubuntu3.7 |
| more-itertools | 10.3.0 | 10.8.0 |
| nvidia-imex | 580.105.08-1 | 580.126.09-1 |
| nvidia-ml-py | 13.590.44 | 13.590.48 |
| packaging | 24.2 | 25.0 |
| pandas | 2.3.3 | 3.0.0 |
| platformdirs | 4.2.2 | 4.4.0 |
| pycparser | 2.23 | 3.0 |
| pyparsing | 3.3.1 | 3.3.2 |
| python3-pyasn1 | 0.4.8-4 | 0.4.8-4ubuntu0.1 |
| sagemaker | 2.256.0 | 2.256.1 |
| setuptools | 80.9.0 | 80.10.1 |
| tomli | 2.0.1 | 2.4.0 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
| wcwidth | 0.2.14 | 0.3.0 |
| wheel | 0.45.1 | 0.46.3 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| inflect |
| jaraco.collections |
| typeguard |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260121
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| async-lru | 2.0.5 | 2.1.0 |
| awscli | 1.44.20 | 1.44.21 |
| boto3 | 1.42.30 | 1.42.31 |
| botocore | 1.42.30 | 1.42.31 |
| dill | 0.4.0 | 0.4.1 |
| java-11-amazon-corretto-jdk | 11.0.29.7-1 | 11.0.30.7-1 |
| kpartx | 0.9.4-5ubuntu8 | 0.9.4-5ubuntu8.1 |
| multiprocess | 0.70.18 | 0.70.19 |
| pathos | 0.3.4 | 0.3.5 |
| platformdirs | 4.5.1 | 4.2.2 |
| pox | 0.3.6 | 0.3.7 |
| ppft | 1.7.7 | 1.7.8 |
| pyarrow | 22.0.0 | 23.0.0 |
| sagemaker-core | 1.0.73 | 1.0.74 |
| soupsieve | 2.8.1 | 2.8.3 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
##### Paket yang Dihapus
Tidak ada paket yang dihapus dalam rilis ini.
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260116
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| Send2Trash | 2.0.0 | 2.1.0 |
| awscli | 1.44.15 | 1.44.20 |
| boto3 | 1.42.25 | 1.42.30 |
| botocore | 1.42.25 | 1.42.30 |
| docker-ce-cli | 29.1.4-1\$1ubuntu.24.04\$1noble | 29.1.5-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.1.4-1\$1ubuntu.24.04\$1noble | 29.1.5-1\$1ubuntu.24.04\$1noble |
| inspectorssmplugin | 1.0.432 | 1.0.434 |
| jupyter\$1server\$1terminals | 0.5.3 | 0.5.4 |
| jupyterlab | 4.5.1 | 4.5.2 |
| klibc-utils | 2.0.13-4ubuntu0.1 | 2.0.13-4ubuntu0.2 |
| libheif-plugin-aomdec | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libheif-plugin-aomenc | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libheif-plugin-libde265 | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libheif1 | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libklibc | 2.0.13-4ubuntu0.1 | 2.0.13-4ubuntu0.2 |
| libpng-dev | 1.6.43-5ubuntu0.1 | 1.6.43-5ubuntu0.3 |
| libpng-tools | 1.6.43-5ubuntu0.1 | 1.6.43-5ubuntu0.3 |
| libpng16-16t64 | 1.6.43-5ubuntu0.1 | 1.6.43-5ubuntu0.3 |
| libpython3.12-dev | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libpython3.12-minimal | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libpython3.12-stdlib | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libpython3.12t64 | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libtasn1-6 | 4.19.0-3ubuntu0.24.04.1 | 4.19.0-3ubuntu0.24.04.2 |
| platformdirs | 4.2.2 | 4.5.1 |
| prometheus\$1client | 0.23.1 | 0.24.1 |
| pyasn1 | 0.6.1 | 0.6.2 |
| python3-urllib3 | 2.0.7-1ubuntu0.3 | 2.0.7-1ubuntu0.6 |
| python3.12-dev | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| python3.12-minimal | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| python3.12-venv | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| regex | 2025.11.3 | 2026.1.15 |
| sagemaker-core | 1.0.72 | 1.0.73 |
| scipy | 1.16.3 | 1.17.0 |
| snapd | 2.72\$1ubuntu24.04 | 2.73\$1ubuntu24.04 |
| tomlkit | 0.13.3 | 0.14.0 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
##### Paket yang Dihapus
Tidak ada paket yang dihapus dalam rilis ini.
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260102
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| Send2Trash | 1.8.3 | 2.0.0 |
| awscli | 1.44.7 | 1.44.10 |
| boto3 | 1.42.17 | 1.42.20 |
| botocore | 1.42.17 | 1.42.20 |
| docker-compose-plugin | 5.0.0-1\$1ubuntu.24.04\$1noble | 5.0.1-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.127.1 | 0.128.0 |
| filelock | 3.20.1 | 3.20.2 |
| inspectorssmplugin | 1.0.430 | 1.0.431 |
| json5 | 0.12.1 | 0.13.0 |
| pillow | 12.0.0 | 12.1.0 |
| psutil | 7.2.0 | 7.2.1 |
| ruamel.yaml | 0.18.17 | 0.19.1 |
| termcolor | 3.2.0 | 3.3.0 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| ruamel.yaml.clib |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251226
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| awscli | 1.44.4 | 1.44.7 |
| boto3 | 1.42.14 | 1.42.17 |
| botocore | 1.42.14 | 1.42.17 |
| fastapi | 0.125.0 | 0.127.1 |
| libxnvctrl0 | 590.44.01-0ubuntu1 | 590.48.01-0ubuntu1 |
| marshmallow | 4.1.1 | 4.1.2 |
| mistune | 3.1.4 | 3.2.0 |
| nbclient | 0.10.3 | 0.10.4 |
| psutil | 7.1.3 | 7.2.0 |
| pyparsing | 3.2.5 | 3.3.1 |
| typer | 0.20.1 | 0.21.0 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
| uvicorn | 0.38.0 | 0.40.0 |
##### Paket yang Dihapus
Tidak ada paket yang dihapus dalam rilis ini.
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251205
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1017-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| default\$1cuda | /usr/local/cuda-12.9/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| Werkzeug | 3.1.3 | 3.1.4 |
| awscli | 1.43.5 | 1.43.10 |
| beautifulsoup4 | 4.14.2 | 4.14.3 |
| binutils-aarch64-linux-gnu | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| binutils-common | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| boto3 | 1.41.5 | 1.42.4 |
| botocore | 1.41.5 | 1.42.4 |
| dkms | 3.2.2-1ubuntu1 | 3.3.0-1ubuntu1 |
| docker-ce-cli | 29.1.1-1\$1ubuntu.24.04\$1noble | 29.1.2-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.1.1-1\$1ubuntu.24.04\$1noble | 29.1.2-1\$1ubuntu.24.04\$1noble |
| docker-compose-plugin | 2.40.3-1\$1ubuntu.24.04\$1noble | 5.0.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.122.0 | 0.123.10 |
| fsspec | 2025.10.0 | 2025.12.0 |
| gdrcopy | 2.5-1 | 2.5.1 |
| gdrcopy-tests | 2.5-1 | 2.5.1 |
| gdrdrv-dkms | 2.5-1 | 2.5.1 |
| gir1.2-glib-2.0 | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| ipython | 9.7.0 | 9.8.0 |
| libbinutils | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libctf-nobfd0 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libctf0 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libgdrapi | 2.5-1 | 2.5.1 |
| libgirepository-2.0-0 | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-0t64 | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-bin | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-data | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-dev | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-dev-bin | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libgprofng0 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libmysqlclient21 | 8.0.44-0ubuntu0.24.04.1 | 8.0.44-0ubuntu0.24.04.2 |
| libnvidia-container-tools | 1.18.0-1 | 1.18.1-1 |
| libnvidia-container1 | 1.18.0-1 | 1.18.1-1 |
| libsframe1 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libxnvctrl0 | 580.105.08-0ubuntu1 | 590.44.01-0ubuntu1 |
| marshmallow | 4.1.0 | 4.1.1 |
| narwhals | 2.12.0 | 2.13.0 |
| nvidia-container-toolkit-base | 1.18.0-1 | 1.18.1-1 |
| nvidia-imex | 580.95.05-1 | 580.105.08-1 |
| platformdirs | 4.5.0 | 4.5.1 |
| rpds-py | 0.29.0 | 0.30.0 |
| s3fs | 2025.10.0 | 0.4.2 |
| s3transfer | 0.15.0 | 0.16.0 |
| sagemaker | 2.254.1 | 2.255.0 |
| sagemaker-core | 1.0.69 | 1.0.71 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
| urllib3 | 2.5.0 | 2.6.0 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| aiobotocore |
| aiohappyeyeballs |
| aiohttp |
| aioitertools |
| aiosignal |
| frozenlist |
| linux-aws-6.14-headers-6.14.0-1015 |
| linux-aws-6.14-tools-6.14.0-1015 |
| linux-headers-6.14.0-1015-aws |
| linux-image-6.14.0-1015-aws |
| linux-modules-6.14.0-1015-aws |
| linux-tools-6.14.0-1015-aws |
| multidict |
| propcache |
| wrapt |
| yarl |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251114
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1016-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.95.05 |
| default\$1cuda | /usr/local/cuda-12.9/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| gdr\$1copy | 2.5 |
| nvidia\$1container\$1toolkit\$1version | 1.18.0 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
Tidak ada paket yang ditambahkan dalam rilis ini.
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| annotated-doc | 0.0.3 | 0.0.4 |
| awscli | 1.42.69 | 1.42.74 |
| boto3 | 1.40.69 | 1.40.74 |
| botocore | 1.40.69 | 1.40.74 |
| certifi | 2025.10.5 | 2025.11.12 |
| containerd.io | 1.7.29-1\$1ubuntu.24.04\$1noble | 2.1.5-1\$1ubuntu.24.04\$1noble |
| docker-buildx-plugin | 0.29.1-1\$1ubuntu.24.04\$1noble | 0.30.0-1\$1ubuntu.24.04\$1noble |
| docker-ce-cli | 28.5.2-1\$1ubuntu.24.04\$1noble | 29.0.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 28.5.2-1\$1ubuntu.24.04\$1noble | 29.0.1-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.121.0 | 0.121.2 |
| inspectorssmplugin | 1.0.411 | 1.0.412 |
| libpython3-dev | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| libpython3-stdlib | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| narwhals | 2.10.2 | 2.11.0 |
| prettytable | 3.16.0 | 3.17.0 |
| pydantic | 2.12.4 | 2.9.2 |
| pydantic\$1core | 2.41.5 | 2.23.4 |
| python3 | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| python3-dev | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| python3-minimal | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| python3-venv | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| safety-schemas | 0.0.16 | 0.0.14 |
| sagemaker-core | 1.0.64 | 1.0.66 |
| tblib | 3.2.1 | 3.2.2 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
| zipp | 3.19.2 | 3.23.0 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| lustre-client-modules-aws |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251107
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| Nama Package | Versi |
| --- | --- |
| framework\$1version | 2.8 |
| gdr\$1copy | 2.5 |
| supported\$1ec2\$1instances | G5g |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| nvidia\$1driver | 580.95.05 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| ssm\$1agent\$1version | 3.3.2299.0 |
| kernel\$1version | 6.14.0-1016-aws |
| nvidia\$1container\$1toolkit\$1version | 1.18.0 |
| dcgm\$1version | /bin/bash: line 1: dcgmi: command not found |
| ofi\$1nccl\$1version | 1.16.3 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| default\$1cuda | /usr/local/cuda-12.9/ |
| compute\$1architecture | aarch64 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
| |
| --- |
| ImageIO-2.37.2 |
| annotated-doc-0.0.3 |
| linux-aws-6.14-headers-6.14.0-1015-6.14.0-1015.15\$124.04.1 |
| linux-aws-6.14-headers-6.14.0-1016-6.14.0-1016.16\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1015-6.14.0-1015.15\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1016-6.14.0-1016.16\$124.04.1 |
| linux-headers-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-headers-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| linux-image-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-image-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| linux-modules-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-modules-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| linux-tools-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-tools-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| lustre-client-modules-6.14.0-1016-aws-2.15.6-1fsx22 |
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| amazon-cloudwatch-agent | 1.300059.0b1207-1 | 1.300061.0b1289-1 |
| arrow | 1.3.0 | 1.4.0 |
| attrs | 25.3.0 | 25.4.0 |
| awscli | 1.42.45 | 1.42.69 |
| bind9-dnsutils | 9.18.39-0ubuntu0.24.04.1 | 9.18.39-0ubuntu0.24.04.2 |
| bind9-host | 9.18.39-0ubuntu0.24.04.1 | 9.18.39-0ubuntu0.24.04.2 |
| bind9-libs | 9.18.39-0ubuntu0.24.04.1 | 9.18.39-0ubuntu0.24.04.2 |
| binutils-aarch64-linux-gnu | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| binutils-common | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| bleach | 6.2.0 | 6.3.0 |
| bokeh | 3.8.0 | 3.8.1 |
| boto3 | 1.40.45 | 1.40.69 |
| botocore | 1.40.45 | 1.40.69 |
| certifi | 2025.8.3 | 2025.10.5 |
| charset-normalizer | 3.4.3 | 3.4.4 |
| cloudpickle | 3.1.1 | 3.1.2 |
| containerd.io | 1.7.28-0\$1ubuntu.24.04\$1noble | 1.7.29-1\$1ubuntu.24.04\$1noble |
| cryptography | 46.0.2 | 46.0.3 |
| distro-info-data | 0.60ubuntu0.3 | 0.60ubuntu0.5 |
| dkms | 3.2.1-1ubuntu2 | 3.2.2-1ubuntu1 |
| docker-ce-cli | 28.5.0-1\$1ubuntu.24.04\$1noble | 28.5.2-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 28.5.0-1\$1ubuntu.24.04\$1noble | 28.5.2-1\$1ubuntu.24.04\$1noble |
| docker-compose-plugin | 2.39.4-0\$1ubuntu.24.04\$1noble | 2.40.3-1\$1ubuntu.24.04\$1noble |
| efa | 2.17.2-1.amzn1 | 2.17.3-1.amzn1 |
| fastapi | 0.118.0 | 0.121.0 |
| filelock | 3.19.1 | 3.20.0 |
| fsspec | 2025.9.0 | 2025.10.0 |
| graphql-core | 3.2.6 | 3.2.7 |
| gymnasium | 1.2.1 | 1.2.2 |
| idna | 3.10 | 3.11 |
| inspectorssmplugin | 1.0.399 | 1.0.411 |
| ipython | 9.6.0 | 9.7.0 |
| ipywidgets | 8.1.7 | 8.1.8 |
| java-11-amazon-corretto-jdk | 11.0.28.6-1 | 11.0.29.7-1 |
| jupyter\$1core | 5.8.1 | 5.9.1 |
| jupyterlab | 4.4.9 | 4.4.10 |
| jupyterlab\$1server | 2.27.3 | 2.28.0 |
| jupyterlab\$1widgets | 3.0.15 | 3.0.16 |
| lark | 1.3.0 | 1.3.1 |
| libbinutils | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libctf-nobfd0 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libctf0 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libgprofng0 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libnccl-ofi | 1.16.2-1 | 1.16.3-1 |
| libnss-systemd | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libnvidia-container-tools | 1.17.8-1 | 1.18.0-1 |
| libnvidia-container1 | 1.17.8-1 | 1.18.0-1 |
| libpam-systemd | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libsframe1 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libssh-4 | 0.10.6-2ubuntu0.1 | 0.10.6-2ubuntu0.2 |
| libsystemd-shared | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libsystemd0 | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libudev-dev | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libudev1 | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libxml2 | 2.9.14\$1dfsg-1.3ubuntu3.5 | 2.9.14\$1dfsg-1.3ubuntu3.6 |
| libxnvctrl0 | 580.95.05-0ubuntu1 | 580.105.08-0ubuntu1 |
| lintian | 2.117.0ubuntu1.3 | 2.117.0ubuntu1.4 |
| linux-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| linux-headers-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| linux-image-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| linux-libc-dev | 6.8.0-85.85 | 6.8.0-87.88 |
| linux-tools-common | 6.8.0-85.85 | 6.8.0-87.88 |
| lustre-client-modules-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| marshmallow | 4.0.1 | 4.1.0 |
| matplotlib | 3.10.6 | 3.10.7 |
| matplotlib-inline | 0.1.7 | 0.2.1 |
| narwhals | 2.6.0 | 2.10.2 |
| nvidia-container-toolkit-base | 1.17.8-1 | 1.18.0-1 |
| pillow | 11.3.0 | 12.0.0 |
| pip | 25.2 | 25.3 |
| psutil | 7.1.0 | 7.1.3 |
| pyarrow | 21.0.0 | 22.0.0 |
| pydantic | 2.11.9 | 2.12.4 |
| pydantic\$1core | 2.33.2 | 2.41.5 |
| python-json-logger | 3.3.0 | 4.0.0 |
| referencing | 0.36.2 | 0.37.0 |
| regex | 2025.9.18 | 2025.11.3 |
| rich | 14.1.0 | 14.2.0 |
| rpds-py | 0.27.1 | 0.28.0 |
| ruamel.yaml | 0.18.15 | 0.18.16 |
| sagemaker | 2.252.0 | 2.254.1 |
| sagemaker-core | 1.0.59 | 1.0.64 |
| schema | 0.7.7 | 0.7.8 |
| scipy | 1.16.2 | 1.16.3 |
| shap | 0.48.0 | 0.49.1 |
| snapd | 2.68.5\$1ubuntu24.04.1 | 2.71\$1ubuntu24.04 |
| sosreport | 4.8.2-0ubuntu0\$124.04.2 | 4.9.2-0ubuntu0\$124.04.1 |
| starlette | 0.48.0 | 0.49.3 |
| systemd-dev | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| systemd-hwe-hwdb | 255.1.5 | 255.1.6 |
| systemd-resolved | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| systemd-sysv | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| tblib | 3.1.0 | 3.2.1 |
| tcpdump | 4.99.4-3ubuntu4 | 4.99.4-3ubuntu4.24.04.1 |
| termcolor | 3.1.0 | 3.2.0 |
| typer | 0.19.2 | 0.20.0 |
| udev | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| uvicorn | 0.37.0 | 0.38.0 |
| webcolors | 24.11.1 | 25.10.0 |
| websocket-client | 1.8.0 | 1.9.0 |
| widgetsnbextension | 4.0.14 | 4.0.15 |
| xyzservices | 2025.4.0 | 2025.10.0 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| imageio |
| linux-aws-6.14-headers-6.14.0-1014 |
| linux-aws-6.14-tools-6.14.0-1014 |
| linux-headers-6.14.0-1014-aws |
| linux-image-6.14.0-1014-aws |
| linux-modules-6.14.0-1014-aws |
| linux-tools-6.14.0-1014-aws |
| lustre-client-modules-6.14.0-1014-aws |
| types-python-dateutil |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251003
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Pemberitahuan
+ Rilis ini berisi tambalan CVE untuk paket Driver Nvidia yang terpengaruh yang ditemukan di Buletin Keamanan [Nvidia Oktober](https://nvidia.custhelp.com/app/answers/detail/a_id/5703)
##### Versi Package Utama
| Nama Package | Versi |
| --- | --- |
| framework\$1version | 2.8 |
| gdr\$1copy | 2.5 |
| supported\$1ec2\$1instances | G5g |
| ebs\$1volume\$1type | gp3 |
| nvidia\$1driver | 580.95.05 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| ssm\$1agent\$1version | 3.3.2299.0 |
| kernel\$1version | 6.14.0-1014-aws |
| nvidia\$1container\$1toolkit\$1version | 1.17.8 |
| ofi\$1nccl\$1version | 1.16.2 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| default\$1cuda | /usr/local/cuda-12.9/ |
| compute\$1architecture | aarch64 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru, beberapa dependensi mungkin memerlukan penurunan versi paket khusus untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
| |
| --- |
| libkeyutils-dev-1.6.3-3build1 |
| libmysqlclient21-8.0.43-0ubuntu0.24.04.2 |
| libnetsnmptrapd40t64-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libpci-dev-3.10.0-2build1 |
| libsensors-dev-3.6.0-9build1 |
| libsnmp-base-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libsnmp-dev-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libsnmp-perl-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libsnmp40t64-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libudev-dev-255.4-1ubuntu8.10 |
| libwrap0-dev-7.6.q-33 |
| linux-aws-6.14-headers-6.14.0-1014-6.14.0-1014.14\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1014-6.14.0-1014.14\$124.04.1 |
| linux-headers-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| linux-image-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| linux-modules-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| linux-tools-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| lustre-client-modules-6.14.0-1014-aws-2.15.6-1fsx22 |
| lustre-client-modules-aws-6.14.0-1014.14\$124.04.1 |
| lustre-client-utils-2.15.6-1fsx22 |
| mysql-common-1.1.0build1 |
| nvidia-imex-580.95.05-1 |
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| Authlib | 1.6.4 | 1.6.5 |
| MarkupSafe | 3.0.2 | 3.0.3 |
| awscli | 1.42.40 | 1.42.45 |
| beautifulsoup4 | 4.13.5 | 4.14.2 |
| boto3 | 1.40.40 | 1.40.45 |
| botocore | 1.40.40 | 1.40.45 |
| cloud-init | 25.1.4-0ubuntu0\$124.04.1 | 25.2-0ubuntu1\$124.04.1 |
| cryptography | 46.0.1 | 46.0.2 |
| docker-buildx-plugin | 0.28.0-0\$1ubuntu.24.04\$1noble | 0.29.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-cli | 28.4.0-1\$1ubuntu.24.04\$1noble | 28.5.0-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 28.4.0-1\$1ubuntu.24.04\$1noble | 28.5.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.117.1 | 0.118.0 |
| fonttools | 4.60.0 | 4.60.1 |
| inspectorssmplugin | 1.0.398 | 1.0.399 |
| ipython | 9.5.0 | 9.6.0 |
| libssl-dev | 3.0.13-0ubuntu3.5 | 3.0.13-0ubuntu3.6 |
| libssl3t64 | 3.0.13-0ubuntu3.5 | 3.0.13-0ubuntu3.6 |
| libtiff6 | 4.5.1\$1git230720-4ubuntu2.3 | 4.5.1\$1git230720-4ubuntu2.4 |
| libxnvctrl0 | 580.82.07-0ubuntu1 | 580.95.05-0ubuntu1 |
| linux-aws | 6.14.0-1013.13\$124.04.1 | 6.14.0-1014.14\$124.04.1 |
| linux-headers-aws | 6.14.0-1013.13\$124.04.1 | 6.14.0-1014.14\$124.04.1 |
| linux-image-aws | 6.14.0-1013.13\$124.04.1 | 6.14.0-1014.14\$124.04.1 |
| linux-libc-dev | 6.8.0-84.84 | 6.8.0-85.85 |
| linux-tools-common | 6.8.0-84.84 | 6.8.0-85.85 |
| llvmlite | 0.45.0 | 0.45.1 |
| narwhals | 2.5.0 | 2.6.0 |
| nltk | 3.9.1 | 3.9.2 |
| numba | 0.62.0 | 0.62.1 |
| open-vm-tools | 12.5.0-1\$1ubuntu0.24.04.1 | 12.5.0-1\$1ubuntu0.24.04.2 |
| pandas | 2.3.2 | 2.3.3 |
| sagemaker | 2.251.1 | 2.252.0 |
| typing-inspection | 0.4.1 | 0.4.2 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| linux-aws-6.14-headers-6.14.0-1013 |
| linux-aws-6.14-tools-6.14.0-1013 |
| linux-headers-6.14.0-1013-aws |
| linux-image-6.14.0-1013-aws |
| linux-modules-6.14.0-1013-aws |
| linux-tools-6.14.0-1013-aws |
| nvidia-imex-570 |
# Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20250926
Untuk bantuan memulai, lihat[Memulai dengan DLAMI](getting-started.md).
##### Versi Package Utama
| Nama Package | Versi |
| --- | --- |
| supported\$1ec2\$1instances | G5g |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1013-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 570.172.08 |
| default\$1cuda | /usr/local/cuda-12.9/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| gdr\$1copy | 2.5 |
| nvidia\$1container\$1toolkit\$1version | 1.17.8 |
| ofi\$1nccl\$1version | 1.16.2 |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Perubahan Package dari Rilis Sebelumnya
**catatan**
Semua DLAMI dipindai untuk kerentanan mengikuti Praktik Terbaik. AWS Meskipun kami terus meningkatkan ke versi paket terbaru di setiap rilis, beberapa dependensi mungkin memerlukan penurunan versi paket tertentu untuk mempertahankan kompatibilitas. Penyesuaian ini tidak memengaruhi postur keamanan kami. Untuk informasi lengkap tentang langkah-langkah AWS keamanan, silakan merujuk ke [Dokumentasi AWS Keamanan](https://docs.aws.amazon.com/dlami/latest/devguide/security.html) kami
##### Paket yang Ditambahkan
| |
| --- |
| linux-aws-6.14-headers-6.14.0-1013-6.14.0-1013.13\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1013-6.14.0-1013.13\$124.04.1 |
| linux-headers-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
| linux-image-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
| linux-modules-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
| linux-tools-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
##### Paket yang Diperbarui
| Nama Package | Versi Sebelumnya | Versi Baru |
| --- | --- | --- |
| PyYAML | 6.0.2 | 6.0.3 |
| anyio | 4.10.0 | 4.11.0 |
| awscli | 1.42.35 | 1.42.40 |
| boto3 | 1.40.35 | 1.40.40 |
| botocore | 1.40.35 | 1.40.40 |
| containerd.io | 1.7.27-1 | 1.7.28-0\$1ubuntu.24.04\$1noble |
| dpkg-dev | 1.22.6ubuntu6.2 | 1.22.6ubuntu6.5 |
| fastapi | 0.116.2 | 0.117.1 |
| gymnasium | 1.2.0 | 1.2.1 |
| inspectorssmplugin | 1.0.396 | 1.0.398 |
| jupyterlab | 4.4.7 | 4.4.9 |
| lark | 1.2.2 | 1.3.0 |
| libc-bin | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc-dev-bin | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc-devtools | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc6 | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc6-dev | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libdpkg-perl | 1.22.6ubuntu6.2 | 1.22.6ubuntu6.5 |
| libpam-modules | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| libpam-modules-bin | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| libpam-runtime | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| libpam0g | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| linux-aws | 6.14.0-1012.12\$124.04.1 | 6.14.0-1013.13\$124.04.1 |
| linux-headers-aws | 6.14.0-1012.12\$124.04.1 | 6.14.0-1013.13\$124.04.1 |
| linux-image-aws | 6.14.0-1012.12\$124.04.1 | 6.14.0-1013.13\$124.04.1 |
| linux-libc-dev | 6.8.0-83.83 | 6.8.0-84.84 |
| linux-tools-common | 6.8.0-83.83 | 6.8.0-84.84 |
| locales | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| open-vm-tools | 12.4.5-1\$1ubuntu0.24.04.2 | 12.5.0-1\$1ubuntu0.24.04.1 |
| pydantic | 2.9.2 | 2.11.9 |
| pydantic\$1core | 2.23.4 | 2.33.2 |
| pyparsing | 3.2.4 | 3.2.5 |
| python3-pip | 24.0\$1dfsg-1ubuntu1.2 | 24.0\$1dfsg-1ubuntu1.3 |
| python3-pip-whl | 24.0\$1dfsg-1ubuntu1.2 | 24.0\$1dfsg-1ubuntu1.3 |
| ruamel.yaml.clib | 0.2.12 | 0.2.14 |
| safety-schemas | 0.0.14 | 0.0.16 |
| typer | 0.18.0 | 0.19.2 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
| uvicorn | 0.35.0 | 0.37.0 |
| wcwidth | 0.2.13 | 0.2.14 |
| zipp | 3.19.2 | 3.23.0 |
##### Paket yang Dihapus
| Nama Package |
| --- |
| linux-aws-6.14-headers-6.14.0-1012 |
| linux-aws-6.14-tools-6.14.0-1012 |
| linux-headers-6.14.0-1012-aws |
| linux-image-6.14.0-1012-aws |
| linux-modules-6.14.0-1012-aws |
| linux-tools-6.14.0-1012-aws |
##### Arsip
**Topics**
+ [Arsip Catatan Rilis](archive-detail-gpu-pytorch-2.8-ubuntu-24-04.md)
# Arsip Catatan Rilis
##### Tanggal Rilis: 2025-05-22
**Nama AMI**: Pembelajaran Mendalam ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 22.04) 20250521
##### Ditambahkan
+ Rilis awal seri Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 22.04). Termasuk pytorch lingkungan virtual Python (sumber/opt/pytorch/bin/activate) yang dilengkapi dengan NVIDIA Driver R570, CUDA = 12.8, cuDNN = 9.10, dan NCCL = 2.26.2 PyTorch