Caminhos de registro do Docker e código de exemplo para AWS GovCloud (Leste dos EUA) (us-gov-east-1) - SageMaker ECRCaminhos da Amazon

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Caminhos de registro do Docker e código de exemplo para AWS GovCloud (Leste dos EUA) (us-gov-east-1)

Os tópicos a seguir listam parâmetros para cada um dos algoritmos e contêineres de aprendizado profundo nessa região fornecidos pela Amazon SageMaker.

AutoGluon (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='us-gov-east-1',image_scope='inference',version='0.4')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.7.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.6.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.6.1 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.5.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.4.3 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.4.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.4.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.3.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> 0.3.1 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> 0.3.1 inferência

BlazingText (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/blazingtext:<tag> 1 inferência, treinamento

DeepAR (algoritmo de previsão)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/forecasting-deepar:<tag> 1 inferência, treinamento

Máquinas de fatoração (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/factorization-machines:<tag> 1 inferência, treinamento

Hugging Face (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='us-gov-east-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferência
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 treinamento
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 treinamento

IP Insights (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/ipinsights:<tag> 1 inferência, treinamento

Classificação de imagens (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/image-classification:<tag> 1 inferência, treinamento

K-Means (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/kmeans:<tag> 1 inferência, treinamento

KNN (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='knn',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/knn:<tag> 1 inferência, treinamento

Linear Learner (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/linear-learner:<tag> 1 inferência, treinamento

MXNet (DLC)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='us-gov-east-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem) Tipos de processador Versões do Python
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> 1.9.0 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> 1.8.0 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferência CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> 1.7.0 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferência CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> 1.6.0 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferência CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> 1.4.1 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferência CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3

NTM (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/ntm:<tag> 1 inferência, treinamento

Detecção de objetos (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/object-detection:<tag> 1 inferência, treinamento

Object2Vec (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/object2vec:<tag> 1 inferência, treinamento

PCA (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='pca',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/pca:<tag> 1 inferência, treinamento

PyTorch (DLC)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='us-gov-east-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem) Tipos de processador Versões do Python
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferência CPU, GPU py310
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 2.0.0 treinamento CPU, GPU py310
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferência CPU, GPU py39
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.13.1 treinamento CPU, GPU py39
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.12.1 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.12.0 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.11.0 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.10.2 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.10.0 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.9.1 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferência CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.9.0 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferência CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.8.1 treinamento CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferência CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.8.0 treinamento CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferência CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.7.1 treinamento CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferência CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.6.0 treinamento CPU, GPU py3, py36
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferência CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.5.0 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferência CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.4.0 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferência CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.3.1 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferência CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> 1.2.0 treinamento CPU, GPU py2, py3

PyTorch Neurônio (DLC)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem) Tipos de processador Versões do Python
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 treinamento TRN py38

Random Cut Forest (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/randomcutforest:<tag> 1 inferência, treinamento

Scikit-learn (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='us-gov-east-1',version='0.23-1',image_scope='inference')
Caminho de registro Version (Versão) Versão do pacote Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,2-1 1.2.1 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,2-1 1.2.1 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 inference_graviton
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0.23.2 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 treinamento

Segmentação semântica (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/semantic-segmentation:<tag> 1 inferência, treinamento

Seq2Seq (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='us-gov-east-1')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/seq2seq:<tag> 1 inferência, treinamento

Tensorflow (DLC)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='us-gov-east-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Caminho de registro Version (Versão) Tipos de trabalho (escopo da imagem) Tipos de processador Versões do Python
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 treinamento CPU, GPU py39
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 treinamento CPU, GPU py39
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 treinamento CPU, GPU py39
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 treinamento CPU, GPU py39
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 treinamento CPU, GPU py38
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 treinamento CPU, GPU py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 treinamento CPU, GPU py3, py36, py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 treinamento CPU, GPU py3, py36, py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 treinamento CPU, GPU py2, py3, py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 treinamento CPU, GPU py2, py3, py37
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferência CPU, GPU -
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 treinamento CPU, GPU py2, py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 treinamento CPU, GPU py3
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferência CPU, GPU -

XGBoost (algoritmo)

SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='us-gov-east-1',version='1.5-1')
Caminho de registro Version (Versão) Versão do pacote Tipos de trabalho (escopo da imagem)
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1.7.4 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inference_graviton
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 inference_graviton
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-2 1.2.0 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-2 1.2.0 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-1 1.2.0 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-1 1.2.0 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,0-1 1.0.0 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,0-1 1.0.0 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/xgboost:<tag> 1 0,72 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/xgboost:<tag> 1 0,72 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0.90 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0.90 treinamento
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0.90 inferência
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0.90 treinamento