Jalur Registri Docker dan Kode Contoh untuk Afrika (Cape Town) (af-south-1) - Jalur ECR

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Jalur Registri Docker dan Kode Contoh untuk Afrika (Cape Town) (af-south-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='af-south-1',image_scope='inference',version='0.4')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.3.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.3.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.2.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.2.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.1.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.1.1 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.1.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.1.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.0.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.0.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.8.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.8.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.7.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.6.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.6.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.5.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.4.3 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.4.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.4.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.3.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.3.1 pelatihan
626614931356.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-1.amazonaws.com/blazingtext:<tag> 1 inferensi, pelatihan

Rantai (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='chainer',region='af-south-1',version='5.0.0',py_version='py3',image_scope='inference',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 inferensi, pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inferensi, pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> 4.0.0 inferensi, pelatihan CPU, GPU py2, py3

Klarifikasi (algoritma)

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

from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='af-south-1',version='1.0',image_scope='processing')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
811711786498.dkr.ecr.af-south-1.amazonaws.com/sagemaker-clarify-processing:<tag> 1.0 pengolahan

DJL DeepSpeed (algoritma)

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

from sagemaker import image_uris image_uris.retrieve(framework='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.27.0-deepspeed0.12.6-cu121- <tag> 0.27.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.26.0-deepspeed0.12.6-cu121- <tag> 0.26.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.25.0-deepspeed0.11.0-cu118- <tag> 0.25.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.24.0-deepspeed0.10.0-cu118- <tag> 0.24.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118- <tag> 0.23.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.9.2-cu118- <tag> 0.22.1 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117- <tag> 0.21.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116- <tag> 0.20.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113- <tag> 0.19.0 inferensi

Data Wrangler (algoritma)

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

from sagemaker import image_uris image_uris.retrieve(framework='data-wrangler',region='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 3.x pengolahan
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x pengolahan
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 1.x pengolahan

Debugger (algoritma)

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

from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
314341159256.dkr.ecr.af-south-1.amazonaws.com/sagemaker-debugger-rules:<tag> terbaru debugger

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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.49.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.49.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.48.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.48.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.46.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.37.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.36.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.28.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.28.1 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferensi
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 pelatihan
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 pelatihan
626614931356.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-1.amazonaws.com/image-classification:<tag> 1 inferensi, pelatihan

Inferensia MXNet (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='af-south-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inferensi inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.5.1 inferensi inf py3

Inferensia PyTorch (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='af-south-1',version='1.9',py_version='py3')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inferensi inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inferensi inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.7 inferensi inf py3

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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-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
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.9.0 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.8.0 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferensi CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.7.0 pelatihan CPU, GPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferensi CPU, GPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.6.0 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferensi CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 pelatihan CPU, GPU py2
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.4.1 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inferensi CPU, GPU py2
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferensi CPU, GPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 inferensi CPU, GPU py2, py3

MXNet Pelatih (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='af-south-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-mxnet:pelatih0.11.0- <tag> 0.11.0 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-mxnet:pelatih0.11- <tag> 0,11 pelatihan CPU, GPU 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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
875698925577.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-1.amazonaws.com/ntm:<tag> 1 inferensi, pelatihan

Klasifikasi Gambar Neo (algoritma)

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

from sagemaker import image_uris image_uris.retrieve(framework='image-classification-neo',region='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
774647643957.dkr.ecr.af-south-1.amazonaws.com/image-classification-neo:<tag> terbaru inferensi

Neo MXNet (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='af-south-1',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-mxnet:<tag> 1.8 inferensi CPU, GPU py3

Neo PyTorch (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='neo-pytorch',region='af-south-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 2.0 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.7 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.4 inferensi CPU, GPU py3

Neo Tensorflow (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='af-south-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inferensi CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 1.15.3 inferensi CPU, GPU py3

Neo XGBoost (algoritma)

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

from sagemaker import image_uris image_uris.retrieve(framework='xgboost-neo',region='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
774647643957.dkr.ecr.af-south-1.amazonaws.com/xgboost-neo:<tag> terbaru inferensi

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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-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
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.7.1 pelatihan CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferensi CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.6.0 pelatihan CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferensi CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.5.1 pelatihan CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.4.0 inferensi CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inferensi_graviton CPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.4.0 pelatihan CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferensi CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inferensi_graviton CPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.3.0 pelatihan CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferensi CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.2.0 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferensi CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.1.0 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferensi CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.0.1 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferensi CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.0.0 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferensi CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.13.1 pelatihan CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inferensi_graviton CPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.12.1 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.12.0 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.11.0 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.10.2 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.10.0 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.9.1 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferensi CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.9.0 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferensi CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.8.1 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferensi CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.8.0 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferensi CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.7.1 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferensi CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.6.0 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferensi CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.5.0 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferensi CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.4.0 pelatihan CPU, GPU py2, py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferensi CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.3.1 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferensi CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.2.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 inferensi CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 pelatihan CPU, GPU py2, py3

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
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 pelatihan GPU py39
626614931356.dkr.ecr.af-south-1.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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1',version='0.23-1',image_scope='inference')
Jalur registri Versi Versi paket Jenis pekerjaan (cakupan gambar)
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferensi_graviton
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferensi
510948584623.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
455444449433.dkr.ecr.af-south-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='af-south-1',version='3.0',image_scope='processing')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 pengolahan
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 pengolahan
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 pengolahan
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 pengolahan
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 pengolahan

Penyajian SparkMl (algoritma)

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

from sagemaker import image_uris image_uris.retrieve(framework='sparkml-serving',region='af-south-1',version='2.4')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.2 inferensi

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='af-south-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.19.0 pelatihan CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.18.0 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.16.2 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.14.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.14.1 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.13.0 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inferensi_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 pelatihan CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 pelatihan CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 pelatihan CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 pelatihan CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inferensi_graviton CPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 pelatihan CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 pelatihan CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 pelatihan CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 pelatihan CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 pelatihan CPU, GPU py3, py36, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 pelatihan CPU, GPU py3, py36, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 pelatihan CPU, GPU py2, py3, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 pelatihan CPU, GPU py2, py3, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 pelatihan CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferensi CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 pelatihan CPU, GPU py2
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferensi CPU, GPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inferensi CPU, GPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inferensi CPU, GPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 pelatihan CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inferensi CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 pelatihan CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inferensi CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 pelatihan CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inferensi CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 pelatihan CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inferensi CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 pelatihan CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inferensi CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 pelatihan CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inferensi CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 pelatihan CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inferensi CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 pelatihan CPU, GPU py2

Pelatih Tensorflow (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='af-south-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:pelatih0.11.1- <tag> 0.11.1 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:pelatih0.11.0- <tag> 0.11.0 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:pelatih0.11- <tag> 0,11 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:pelatih0.10.1- <tag> 0.10.1 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:pelatih0.10- <tag> 0,10 pelatihan CPU, GPU py3

Inferensia Tensorflow (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='af-south-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inferensi inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 1.15.0 inferensi inf py3

Sinar Tensorflow (DLC)

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

from sagemaker import image_uris image_uris.retrieve(framework='ray-tensorflow',region='af-south-1',version='0.8.5',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5- <tag> 0.6.5 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6- <tag> 0,6 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3- <tag> 0.5.3 pelatihan CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5- <tag> 0,5 pelatihan CPU, GPU py3

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='af-south-1',version='1.5-1')
Jalur registri Versi Versi paket Jenis pekerjaan (cakupan gambar)
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferensi_graviton
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferensi_graviton
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 pelatihan
455444449433.dkr.ecr.af-south-1.amazonaws.com/xgboost:<tag> 1 0,72 inferensi
455444449433.dkr.ecr.af-south-1.amazonaws.com/xgboost:<tag> 1 0,72 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0,90 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0,90 pelatihan
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0,90 inferensi
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0,90 pelatihan