Jalur Registri Docker dan Kode Contoh untuk Eropa (Spanyol) (eu-south-2) - Jalur ECR

Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris.

Jalur Registri Docker dan Kode Contoh untuk Eropa (Spanyol) (eu-south-2)

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='eu-south-2',image_scope='inference',version='0.4')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-training:<tag> 0.5.2 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-inference:<tag> 0.5.2 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-training:<tag> 0.4.3 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-inference:<tag> 0.4.3 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-training:<tag> 0.4.2 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-inference:<tag> 0.4.2 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-training:<tag> 0.4.0 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-inference:<tag> 0.4.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-training:<tag> 0.3.2 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-inference:<tag> 0.3.2 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/autogluon-training:<tag> 0.3.1 pelatihan
503227376785.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.49.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.48.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.37.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.28.1 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferensi
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 pelatihan
503227376785.dkr.ecr.eu-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 pelatihan
503227376785.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2',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
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-training:<tag> 1.9.0 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-training:<tag> 1.8.0 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferensi CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-training:<tag> 1.7.0 pelatihan CPU, GPU py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferensi CPU, GPU py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-training:<tag> 1.6.0 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferensi CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-training:<tag> 1.4.1 pelatihan CPU, GPU py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferensi CPU, GPU py3
503227376785.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
437450045455.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2',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
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.7.1 pelatihan CPU, GPU py312
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferensi CPU, GPU py312
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.6.0 pelatihan CPU, GPU py312
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferensi CPU, GPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.5.1 pelatihan CPU, GPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.4.0 inferensi CPU, GPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inferensi_graviton CPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.4.0 pelatihan CPU, GPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferensi CPU, GPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inferensi_graviton CPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.3.0 pelatihan CPU, GPU py311
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferensi CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.2.0 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferensi CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.1.0 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferensi CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.0.1 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferensi CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 2.0.0 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferensi CPU, GPU py39
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.13.1 pelatihan CPU, GPU py39
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inferensi_graviton CPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.12.1 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.12.0 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.11.0 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.10.2 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.10.0 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.9.1 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferensi CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.9.0 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferensi CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.8.1 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferensi CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.8.0 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferensi CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.7.1 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferensi CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.6.0 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-eia:<tag> 1.5.1 eia CPU py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferensi CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.5.0 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferensi CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.4.0 pelatihan CPU, GPU py2, py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferensi CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.3.1 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferensi CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training:<tag> 1.2.0 pelatihan CPU, GPU py2, py3

PyTorch Neuron (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 pelatihan TRN py38

PyTorch Kompiler Pelatihan (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
503227376785.dkr.ecr.eu-south-2.amazonaws.com/pytorch-trcomp-training:<tag> 1.12.0 pelatihan GPU py38

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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2',version='0.23-1',image_scope='inference')
Jalur registri Versi Versi paket Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferensi_graviton
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferensi
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.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='eu-south-2',version='3.0',image_scope='processing')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
833944533722.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 pengolahan
833944533722.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 pengolahan
833944533722.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 pengolahan
833944533722.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 pengolahan
833944533722.dkr.ecr.eu-south-2.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='eu-south-2',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.19.0 pelatihan CPU, GPU py312
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.18.0 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.16.2 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.14.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.14.1 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.13.0 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inferensi_graviton CPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.12.0 pelatihan CPU, GPU py310
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.11.0 pelatihan CPU, GPU py39
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.10.1 pelatihan CPU, GPU py39
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.9.2 pelatihan CPU, GPU py39
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inferensi_graviton CPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 pelatihan CPU, GPU py39
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.6.3 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.6.2 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 pelatihan CPU, GPU py38
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 pelatihan CPU, GPU py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 pelatihan CPU, GPU py3, py36
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 pelatihan CPU, GPU py3, py36, py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 pelatihan CPU, GPU py3, py36, py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 pelatihan CPU, GPU py2, py3, py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 pelatihan CPU, GPU py2, py3, py37
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferensi CPU, GPU -
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 pelatihan CPU, GPU py2, py3
503227376785.dkr.ecr.eu-south-2.amazonaws.com/tensorflow-training:<tag> 1.13.1 pelatihan CPU, GPU py3
503227376785.dkr.ecr.eu-south-2.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='eu-south-2',version='1.5-1')
Jalur registri Versi Versi paket Jenis pekerjaan (cakupan gambar)
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferensi_graviton
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferensi_graviton
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/xgboost:<tag> 1 0,72 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/xgboost:<tag> 1 0,72 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0,90 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0,90 pelatihan
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0,90 inferensi
104374241257.dkr.ecr.eu-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0,90 pelatihan