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# Caminhos de registro e código de exemplo para Oeste do Canadá (Calgary) (ca-west-1).
Os tópicos a seguir listam parâmetros para cada um dos algoritmos e contêineres de aprendizado profundo que são fornecidos pela Amazon SageMaker AI neste artigo Região da AWS.
**Topics**
+ [AutoGluon (algoritmo)](#autogluon-ca-west-1)
+ [BlazingText (algoritmo)](#blazingtext-ca-west-1)
+ [DJL DeepSpeed (algoritmo)](#djl-deepspeed-ca-west-1)
+ [Previsão DeepAR (algoritmo)](#forecasting-deepar-ca-west-1)
+ [Máquinas de fatoração (algoritmo)](#factorization-machines-ca-west-1)
+ [Hugging Face (algoritmo)](#huggingface-ca-west-1)
+ [IP Insights (algoritmo)](#ipinsights-ca-west-1)
+ [Classificação de imagens (algoritmo)](#image-classification-ca-west-1)
+ [K-Means (algoritmo)](#kmeans-ca-west-1)
+ [KNN (algoritmo)](#knn-ca-west-1)
+ [Linear Learner (algoritmo)](#linear-learner-ca-west-1)
+ [MXNet (DLC)](#mxnet-ca-west-1)
+ [NTM (algoritmo)](#ntm-ca-west-1)
+ [Detecção de objetos (algoritmo)](#object-detection-ca-west-1)
+ [Object2Vec (algoritmo)](#object2vec-ca-west-1)
+ [PCA (algoritmo)](#pca-ca-west-1)
+ [PyTorch (DLC)](#pytorch-ca-west-1)
+ [PyTorch Neurônio (DLC)](#pytorch-neuron-ca-west-1)
+ [PyTorch Compilador de treinamento (DLC)](#pytorch-training-compiler-ca-west-1)
+ [Random Cut Forest (algoritmo)](#randomcutforest-ca-west-1)
+ [Scikit-learn (algoritmo)](#sklearn-ca-west-1)
+ [Segmentação semântica (algoritmo)](#semantic-segmentation-ca-west-1)
+ [Seq2Seq (algoritmo)](#seq2seq-ca-west-1)
+ [Spark (algoritmo)](#spark-ca-west-1)
+ [Tensorflow (DLC)](#tensorflow-ca-west-1)
+ [XGBoost (algoritmo)](#xgboost-ca-west-1)
## AutoGluon (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='autogluon',region='ca-west-1',image_scope='inference',version='0.4')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 1.3.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 1.3.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 1.2.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 1.2.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 1.1.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 1.1.1 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 1.1.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 1.1.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 1.0.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 1.0.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.8.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.8.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.7.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.7.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.6.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.6.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.6.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.6.1 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.5.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.5.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.4.3 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.4.3 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.4.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.4.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.4.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.4.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.3.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.3.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-training:{{}} | 0.3.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/autogluon-inference:{{}} | 0.3.1 | inferência |
## BlazingText (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='blazingtext',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/blazingtext:{{}} | 1 | inferência, treinamento |
## DJL DeepSpeed (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.27.0 - velocidade profunda 0.12.6-cu121- {{}} | 0.27.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.26.0 - velocidade profunda 0.12.6-cu121- {{}} | 0.26.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.25.0 - velocidade profunda 0.11.0-cu118- {{}} | 0.25.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.24.0 - velocidade profunda 0.10.0-cu118- {{}} | 0,24,0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.23.0 - velocidade profunda 0.9.5-cu118- {{}} | 0,23,0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.22.1 - velocidade profunda 0.9.2-cu118- {{}} | 0.22.1 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.21.0 - velocidade profunda 0.8.3-cu117- {{}} | 0,21,0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.20.0 - velocidade profunda 0.7.5-cu116- {{}} | 0.20.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/djl-inference: 0.19.0 - velocidade profunda 0.7.3-cu113- {{}} | 0.19.0 | inferência |
## Previsão DeepAR (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='forecasting-deepar',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/forecasting-deepar:{{}} | 1 | inferência, treinamento |
## Máquinas de fatoração (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='factorization-machines',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/factorization-machines:{{}} | 1 | inferência, treinamento |
## Hugging Face (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='huggingface',region='ca-west-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.49,0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.49,0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.48,0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.48,0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.46.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.37.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.36.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.28.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.28.1 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.26.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.26.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-inference:{{}} | 4.26.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.17.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.17.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.17.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-inference:{{}} | 4.17.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.12.3 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.12.3 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.12.3 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-inference:{{}} | 4.12.3 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.11.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.11.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.11.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-inference:{{}} | 4.11.0 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.10.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.10.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.10.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.10.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.10.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.10.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-inference:{{}} | 4.10.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-inference:{{}} | 4.10.2 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.6.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.6.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.6.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.6.1 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-inference:{{}} | 4.6.1 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-inference:{{}} | 4.6.1 | inferência |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.5.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.5.0 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-pytorch-training:{{}} | 4.4.2 | treinamento |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/huggingface-tensorflow-training:{{}} | 4.4.2 | treinamento |
## IP Insights (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='ipinsights',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/ipinsights:{{}} | 1 | inferência, treinamento |
## Classificação de imagens (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='image-classification',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/image-classification:{{}} | 1 | inferência, treinamento |
## K-Means (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='kmeans',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/kmeans:{{}} | 1 | inferência, treinamento |
## KNN (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='knn',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/knn:{{}} | 1 | inferência, treinamento |
## Linear Learner (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='linear-learner',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/linear-learner:{{}} | 1 | inferência, treinamento |
## MXNet (DLC)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='mxnet',region='ca-west-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) | Tipos de processador | Versões do Python |
| --- | --- | --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-training:{{}} | 1.9.0 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference:{{}} | 1.9.0 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-training:{{}} | 1.8.0 | treinamento | CPU, GPU | py37 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference:{{}} | 1.8.0 | inferência | CPU, GPU | py37 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-training:{{}} | 1.7.0 | treinamento | CPU, GPU | py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference:{{}} | 1.7.0 | inferência | CPU, GPU | py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference-eia:{{}} | 1.7.0 | eia | CPU | py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-training:{{}} | 1.6.0 | treinamento | CPU, GPU | py2, py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference:{{}} | 1.6.0 | inferência | CPU, GPU | py2, py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference-eia:{{}} | 1.5.1 | eia | CPU | py2, py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-training:{{}} | 1.4.1 | treinamento | CPU, GPU | py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference:{{}} | 1.4.1 | inferência | CPU, GPU | py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/mxnet-inference-eia:{{}} | 1.4.1 | eia | CPU | py2, py3 |
## NTM (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='ntm',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/ntm:{{}} | 1 | inferência, treinamento |
## Detecção de objetos (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='object-detection',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/object-detection:{{}} | 1 | inferência, treinamento |
## Object2Vec (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='object2vec',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/object2vec:{{}} | 1 | inferência, treinamento |
## PCA (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='pca',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/pca:{{}} | 1 | inferência, treinamento |
## PyTorch (DLC)
Para obter informações sobre as PyTorch versões suportadas e não suportadas, consulte a [Tabela de políticas de suporte do Framework](https://docs.aws.amazon.com/deep-learning-containers/latest/devguide/dlc-framework-support-policy.html) no *AWS Deep Learning Containers Developer Guide*.
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='pytorch',region='ca-west-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) | Tipos de processador | Versões do Python |
| --- | --- | --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.7.1 | treinamento | CPU, GPU | py312 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.6.0 | inferência | CPU, GPU | py312 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.6.0 | treinamento | CPU, GPU | py312 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.5.1 | inferência | CPU, GPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.5.1 | treinamento | CPU, GPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.4.0 | inferência | CPU, GPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-graviton:{{}} | 2.4.0 | inference\_graviton | CPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.4.0 | treinamento | CPU, GPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.3.0 | inferência | CPU, GPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-graviton:{{}} | 2.3.0 | inference\_graviton | CPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.3.0 | treinamento | CPU, GPU | py311 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-graviton:{{}} | 2.2.1 | inference\_graviton | CPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.2.0 | inferência | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.2.0 | treinamento | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.1.0 | inferência | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-graviton:{{}} | 2.1.0 | inference\_graviton | CPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.1.0 | treinamento | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.0.1 | inferência | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-graviton:{{}} | 2.0.1 | inference\_graviton | CPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.0.1 | treinamento | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 2.0.0 | inferência | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-graviton:{{}} | 2.0.0 | inference\_graviton | CPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 2.0.0 | treinamento | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.13.1 | inferência | CPU, GPU | py39 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.13.1 | treinamento | CPU, GPU | py39 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.12.1 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-graviton:{{}} | 1.12.1 | inference\_graviton | CPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.12.1 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.12.0 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.12.0 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.11.0 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.11.0 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.10.2 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.10.2 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.10.0 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.10.0 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.9.1 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.9.1 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.9.0 | inferência | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.9.0 | treinamento | CPU, GPU | py38 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.8.1 | inferência | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.8.1 | treinamento | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.8.0 | inferência | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.8.0 | treinamento | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.7.1 | inferência | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.7.1 | treinamento | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.6.0 | inferência | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.6.0 | treinamento | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-eia:{{}} | 1.5.1 | eia | CPU | py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.5.0 | inferência | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.5.0 | treinamento | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.4.0 | inferência | CPU, GPU | py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.4.0 | treinamento | CPU, GPU | py2, py3, py36 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference-eia:{{}} | 1.3.1 | eia | CPU | py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.3.1 | inferência | CPU, GPU | py2, py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.3.1 | treinamento | CPU, GPU | py2, py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-inference:{{}} | 1.2.0 | inferência | CPU, GPU | py2, py3 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training:{{}} | 1.2.0 | treinamento | CPU, GPU | py2, py3 |
## PyTorch Neurônio (DLC)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) | Tipos de processador | Versões do Python |
| --- | --- | --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-training-neuron:{{}} | 1.11.0 | treinamento | TRN | py38 |
## PyTorch Compilador de treinamento (DLC)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) | Tipos de processador | Versões do Python |
| --- | --- | --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-trcomp-training:{{}} | 1.13.1 | treinamento | GPU | py39 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/pytorch-trcomp-training:{{}} | 1.12.0 | treinamento | GPU | py38 |
## Random Cut Forest (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='randomcutforest',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/randomcutforest:{{}} | 1 | inferência, treinamento |
## Scikit-learn (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='sklearn',region='ca-west-1',version='0.23-1',image_scope='inference')
```
| Caminho de registro | Versão | Versão do pacote | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 1,2-1 | 1.2.1 | inferência |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 1,2-1 | 1.2.1 | treinamento |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 1,0-1 | 1.0.2 | inferência |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 1,0-1 | 1.0.2 | treinamento |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 1,0-1 | 1.0.2 | inference\_graviton |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 0,23-1 | 0.23.2 | inferência |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 0,23-1 | 0.23.2 | treinamento |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 0.20.0 | 0.20.0 | inferência |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-scikit-learn:{{}} | 0.20.0 | 0.20.0 | treinamento |
## Segmentação semântica (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='semantic-segmentation',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/semantic-segmentation:{{}} | 1 | inferência, treinamento |
## Seq2Seq (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='seq2seq',region='ca-west-1')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 190319476487.dkr.ecr.ca-west-1.amazonaws.com/seq2seq:{{}} | 1 | inferência, treinamento |
## Spark (algoritmo)
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='spark',region='ca-west-1',version='3.0',image_scope='processing')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) |
| --- | --- | --- |
| 000907499111.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-spark-processing:{{}} | 3.3 | processamento |
| 000907499111.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-spark-processing:{{}} | 3.2 | processamento |
| 000907499111.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-spark-processing:{{}} | 3.1 | processamento |
| 000907499111.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-spark-processing:{{}} | 3.0 | processamento |
| 000907499111.dkr.ecr.ca-west-1.amazonaws.com/sagemaker-spark-processing:{{}} | 2.4 | processamento |
## Tensorflow (DLC)
Para obter informações sobre as TensorFlow versões suportadas e não suportadas, consulte a [Tabela de políticas de suporte do Framework](https://docs.aws.amazon.com/deep-learning-containers/latest/devguide/dlc-framework-support-policy.html) no *AWS Deep Learning Containers Developer Guide*.
O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.
```
from sagemaker import image_uris
image_uris.retrieve(framework='tensorflow',region='ca-west-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
```
| Caminho de registro | Versão | Tipos de trabalho (escopo da imagem) | Tipos de processador | Versões do Python |
| --- | --- | --- | --- | --- |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference:{{}} | 2.19.0 | inferência | CPU, GPU | - |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-training:{{}} | 2.19.0 | treinamento | CPU, GPU | py312 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference:{{}} | 2.18.0 | inferência | CPU, GPU | - |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-training:{{}} | 2.18.0 | treinamento | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-training:{{}} | 2.16.2 | treinamento | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference:{{}} | 2.16.1 | inferência | CPU, GPU | - |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference-graviton:{{}} | 2.16.1 | inference\_graviton | CPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference:{{}} | 2.14.1 | inferência | CPU, GPU | - |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference-graviton:{{}} | 2.14.1 | inference\_graviton | CPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-training:{{}} | 2.14.1 | treinamento | CPU, GPU | py310 |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference:{{}} | 2.13.0 | inferência | CPU, GPU | - |
| 204538143572.dkr.ecr.ca-west-1.amazonaws.com/tensorflow-inference-graviton:{{}} | 2.13.0 | inference\_graviton | CPU | py310 |
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