Jalur Registri Docker dan Kode Contoh untuk (ap-east-2) - Jalur ECR

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Jalur Registri Docker dan Kode Contoh untuk (ap-east-2)

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

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='ap-east-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
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.7.1 pelatihan CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferensi CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.6.0 pelatihan CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferensi CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.5.1 pelatihan CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.4.0 inferensi CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inferensi_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.4.0 pelatihan CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferensi CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inferensi_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.3.0 pelatihan CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferensi CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.2.0 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferensi CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.1.0 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferensi CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.1 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferensi CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.0 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferensi CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.13.1 pelatihan CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferensi CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inferensi_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.1 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferensi CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.0 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferensi CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.11.0 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferensi CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.2 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferensi CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.0 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferensi CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.1 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferensi CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.0 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferensi CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.1 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferensi CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.0 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferensi CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.7.1 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferensi CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.6.0 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferensi CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.5.0 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferensi CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.4.0 pelatihan CPU, GPU py2, py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferensi CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.3.1 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferensi CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.2.0 pelatihan CPU, GPU py2, py3

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='ap-east-2',version='3.0',image_scope='processing')
Jalur registri Versi Jenis pekerjaan (cakupan gambar)
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 pengolahan
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 pengolahan
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 pengolahan
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 pengolahan
533267296287.dkr.ecr.ap-east-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='ap-east-2',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Jalur registri Versi Jenis pekerjaan (cakupan gambar) Jenis prosesor Versi Python
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.19.0 pelatihan CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.18.0 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.16.2 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.14.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.14.1 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.13.0 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inferensi_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.12.0 pelatihan CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.11.0 pelatihan CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.10.1 pelatihan CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.9.2 pelatihan CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inferensi_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 pelatihan CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.3 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.2 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 pelatihan CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 pelatihan CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 pelatihan CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 pelatihan CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 pelatihan CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 pelatihan CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 pelatihan CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferensi CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 pelatihan CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferensi CPU, GPU -