Jalur Registri Docker dan Kode Contoh untuk Timur Tengah (UEA) (me-central-1) - Jalur ECR

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Jalur Registri Docker dan Kode Contoh untuk Timur Tengah (UEA) (me-central-1)

Topik berikut mencantumkan parameter untuk masing-masing algoritme dan wadah pembelajaran mendalam yang disediakan oleh Amazon SageMaker AI dalam hal ini Wilayah AWS.

AutoGluon (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='me-central-1',image_scope='inference',version='0.4')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.5.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.4.3 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.4.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.4.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.3.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.3.1 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.3.1 inferensi

BlazingText (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/blazingtext:<tag> 1 inferensi, pelatihan

Peramalan DeepAR (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/forecasting-deepar:<tag> 1 inferensi, pelatihan

Mesin Faktorisasi (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/factorization-machines:<tag> 1 inferensi, pelatihan

Hugging Face (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='me-central-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.49.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.49.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.48.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.48.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.46.1 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.37.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.36.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.28.1 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.28.1 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferensi
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 pelatihan
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 pelatihan

Wawasan IP (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/ipinsights:<tag> 1 inferensi, pelatihan

Klasifikasi gambar (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/image-classification:<tag> 1 inferensi, pelatihan

K-Means (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/kmeans:<tag> 1 inferensi, pelatihan

KNN (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='knn',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/knn:<tag> 1 inferensi, pelatihan

Linear Learner (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/linear-learner:<tag> 1 inferensi, pelatihan

MXNet (DLC)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='me-central-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.9.0 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.8.0 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferensi CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.7.0 pelatihan CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferensi CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.6.0 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferensi CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.4.1 pelatihan CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferensi CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3

Model Monitor (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
588750061953.dkr.ecr.me-central-1.amazonaws.com/sagemaker-model-monitor-analyzer:<tag> pemantauan

NTM (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/ntm:<tag> 1 inferensi, pelatihan

Deteksi Objek (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/object-detection:<tag> 1 inferensi, pelatihan

Object2Vec (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/object2vec:<tag> 1 inferensi, pelatihan

PCA (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='pca',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/pca:<tag> 1 inferensi, pelatihan

PyTorch (DLC)

Untuk informasi tentang PyTorch versi yang didukung dan tidak didukung, lihat Tabel Kebijakan Dukungan Framework di Panduan Pengembang AWS Deep Learning Containers.

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='me-central-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.7.1 pelatihan CPU, GPU py312
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferensi CPU, GPU py312
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.6.0 pelatihan CPU, GPU py312
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferensi CPU, GPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.5.1 pelatihan CPU, GPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.4.0 inferensi CPU, GPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inferensi_graviton CPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.4.0 pelatihan CPU, GPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferensi CPU, GPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inferensi_graviton CPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.3.0 pelatihan CPU, GPU py311
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferensi CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.2.0 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferensi CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.1.0 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferensi CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.0.1 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferensi CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 2.0.0 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferensi CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.13.1 pelatihan CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inferensi_graviton CPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.12.1 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.12.0 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.11.0 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.10.2 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.10.0 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.9.1 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferensi CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.9.0 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferensi CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.8.1 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferensi CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.8.0 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferensi CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.7.1 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferensi CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.6.0 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferensi CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.5.0 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferensi CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.4.0 pelatihan CPU, GPU py2, py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferensi CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.3.1 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferensi CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.2.0 pelatihan CPU, GPU py2, py3

Random Cut Forest (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/randomcutforest:<tag> 1 inferensi, pelatihan

Scikit-learn (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='me-central-1',version='0.23-1',image_scope='inference')
Jalur registri Versi Versi paket Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferensi_graviton
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 pelatihan

Segmentasi Semantik (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/semantic-segmentation:<tag> 1 inferensi, pelatihan

Seq2Seq (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='me-central-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/seq2seq:<tag> 1 inferensi, pelatihan

Spark (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='me-central-1',version='3.0',image_scope='processing')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
395420993607.dkr.ecr.me-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 pengolahan
395420993607.dkr.ecr.me-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 pengolahan
395420993607.dkr.ecr.me-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 pengolahan
395420993607.dkr.ecr.me-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 pengolahan
395420993607.dkr.ecr.me-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 pengolahan

Tensorflow (DLC)

Untuk informasi tentang TensorFlow versi yang didukung dan tidak didukung, lihat Tabel Kebijakan Dukungan Framework di Panduan Pengembang AWS Deep Learning Containers.

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='me-central-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.19.0 pelatihan CPU, GPU py312
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.18.0 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.16.2 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.14.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.14.1 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.13.0 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inferensi_graviton CPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 pelatihan CPU, GPU py310
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 pelatihan CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 pelatihan CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 pelatihan CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inferensi_graviton CPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 pelatihan CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 pelatihan CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 pelatihan CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 pelatihan CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 pelatihan CPU, GPU py3, py36, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 pelatihan CPU, GPU py3, py36, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 pelatihan CPU, GPU py2, py3, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 pelatihan CPU, GPU py2, py3, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferensi CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 pelatihan CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 pelatihan CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferensi CPU, GPU -

XGBoost (algoritma)

Contoh SageMaker AI Python SDK berikut menunjukkan cara mengambil jalur registri tertentu.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='me-central-1',version='1.5-1')
Jalur registri Versi Versi paket Jenis pekerjaan (cakupan gambar)
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferensi_graviton
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferensi_graviton
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/xgboost:<tag> 1 0,72 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/xgboost:<tag> 1 0,72 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0,90 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0,90 pelatihan
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0,90 inferensi
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0,90 pelatihan