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Caminhos do Docker e código de exemplo para Ásia-Pacífico (Melbourne) (ap-southeast-4)
Os tópicos a seguir listam parâmetros para cada um dos algoritmos e contêineres de aprendizado profundo nessa região fornecidos pela Amazon SageMaker.
Tópicos
- AutoGluon (algoritmo)
- BlazingText (algoritmo)
- DeepAR (algoritmo de previsão)
- Máquinas de fatoração (algoritmo)
- Hugging Face (algoritmo)
- IP Insights (algoritmo)
- Classificação de imagens (algoritmo)
- K-Means (algoritmo)
- KNN (algoritmo)
- Linear Learner (algoritmo)
- MXNet (DLC)
- NTM (algoritmo)
- Detecção de objetos (algoritmo)
- Object2Vec (algoritmo)
- PCA (algoritmo)
- PyTorch (DLC)
- PyTorch Neurônio (DLC)
- PyTorch Compilador de treinamento (DLC)
- Random Cut Forest (algoritmo)
- Scikit-learn (algoritmo)
- Segmentação semântica (algoritmo)
- Seq2Seq (algoritmo)
- Tensorflow (DLC)
- XGBoost (algoritmo)
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='ap-southeast-4',image_scope='inference',version='0.4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.7.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.7.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.6.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.6.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.6.1 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.6.1 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.5.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.5.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.4.3 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.4.3 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.4.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.4.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.4.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.4.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.3.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<tag> |
0.3.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<tag> |
0.3.1 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.26.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.26.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.17.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.17.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.17.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.17.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.12.3 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.12.3 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.12.3 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.12.3 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.11.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.11.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.11.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.11.0 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.6.1 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.6.1 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.6.1 | inferência |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.5.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.5.0 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<tag> |
4.4.2 | treinamento |
457447274322.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4',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 |
|---|---|---|---|---|
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<tag> |
1.9.0 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<tag> |
1.9.0 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<tag> |
1.8.0 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<tag> |
1.8.0 | inferência | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<tag> |
1.7.0 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<tag> |
1.7.0 | inferência | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference-eia:<tag> |
1.7.0 | eia | CPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<tag> |
1.6.0 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<tag> |
1.6.0 | inferência | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference-eia:<tag> |
1.5.1 | eia | CPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<tag> |
1.4.1 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<tag> |
1.4.1 | inferência | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4',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 |
|---|---|---|---|---|
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
2.0.0 | inferência | CPU, GPU | py310 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-graviton:<tag> |
2.0.0 | inference_graviton | CPU | py310 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
2.0.0 | treinamento | CPU, GPU | py310 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.13.1 | inferência | CPU, GPU | py39 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.13.1 | treinamento | CPU, GPU | py39 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.12.1 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-graviton:<tag> |
1.12.1 | inference_graviton | CPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.12.1 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.12.0 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.12.0 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.11.0 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.11.0 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.10.2 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.10.2 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.10.0 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.10.0 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.9.1 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.9.1 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.9.0 | inferência | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.9.0 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.8.1 | inferência | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.8.1 | treinamento | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.8.0 | inferência | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.8.0 | treinamento | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.7.1 | inferência | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.7.1 | treinamento | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.6.0 | inferência | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.6.0 | treinamento | CPU, GPU | py3, py36 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-eia:<tag> |
1.5.1 | eia | CPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.5.0 | inferência | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.5.0 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.4.0 | inferência | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.4.0 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-eia:<tag> |
1.3.1 | eia | CPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.3.1 | inferência | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<tag> |
1.3.1 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<tag> |
1.2.0 | inferência | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.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 |
|---|---|---|---|---|
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training-neuron:<tag> |
1.11.0 | treinamento | TRN | py38 |
PyTorch Compilador de treinamento (DLC)
SageMaker Exemplo de SDK do Python para recuperar o caminho do registro.
from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) | Tipos de processador | Versões do Python |
|---|---|---|---|---|
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-trcomp-training:<tag> |
1.13.1 | treinamento | GPU | py39 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-trcomp-training:<tag> |
1.12.0 | treinamento | GPU | 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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4',version='0.23-1',image_scope='inference')
| Caminho de registro | Version (Versão) | Versão do pacote | Tipos de trabalho (escopo da imagem) |
|---|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
1,2-1 | 1.2.1 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
1,2-1 | 1.2.1 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
1,0-1 | 1.0.2 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
1,0-1 | 1.0.2 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
1,0-1 | 1.0.2 | inference_graviton |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
0,23-1 | 0.23.2 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
0,23-1 | 0.23.2 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.20.0 | 0.20.0 | inferência |
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4')
| Caminho de registro | Version (Versão) | Tipos de trabalho (escopo da imagem) |
|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.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='ap-southeast-4',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 |
|---|---|---|---|---|
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.12.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.12.0 | treinamento | CPU, GPU | py310 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.11.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.11.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.11.0 | treinamento | CPU, GPU | py39 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.10.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.10.1 | treinamento | CPU, GPU | py39 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.10.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.9.3 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.9.2 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.9.2 | treinamento | CPU, GPU | py39 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.9.1 | inference_graviton | CPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.8.4 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.8.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.8.0 | treinamento | CPU, GPU | py39 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.7.1 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.7.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.6.3 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.6.3 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.6.2 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.6.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.6.0 | treinamento | CPU, GPU | py38 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.5.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.5.1 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.5.0 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.4.3 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.4.3 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.4.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.4.1 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.3.2 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.3.2 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.3.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.3.1 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<tag> |
2.3.0 | eia | CPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.3.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.3.0 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.2.2 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.2.2 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.2.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.2.1 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.2.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.2.0 | treinamento | CPU, GPU | py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.1.3 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.1.3 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.1.2 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.1.2 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.1.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.1.1 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.1.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.1.0 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.0.4 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.0.4 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.0.3 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.0.3 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.0.2 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.0.2 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.0.1 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.0.1 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<tag> |
2.0.0 | eia | CPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
2.0.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
2.0.0 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
1.15.5 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
1.15.5 | treinamento | CPU, GPU | py3, py36, py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
1.15.4 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
1.15.4 | treinamento | CPU, GPU | py3, py36, py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
1.15.3 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
1.15.3 | treinamento | CPU, GPU | py2, py3, py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
1.15.2 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
1.15.2 | treinamento | CPU, GPU | py2, py3, py37 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<tag> |
1.15.0 | eia | CPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
1.15.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
1.15.0 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<tag> |
1.14.0 | eia | CPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<tag> |
1.14.0 | inferência | CPU, GPU | - |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
1.14.0 | treinamento | CPU, GPU | py2, py3 |
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<tag> |
1.13.1 | treinamento | CPU, GPU | py3 |
457447274322.dkr.ecr.ap-southeast-4.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='ap-southeast-4',version='1.5-1')
| Caminho de registro | Version (Versão) | Versão do pacote | Tipos de trabalho (escopo da imagem) |
|---|---|---|---|
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,7-1 | 1.7.4 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,7-1 | 1.7.4 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,5-1 | 1.5.2 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,5-1 | 1.5.2 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,5-1 | 1.5.2 | inference_graviton |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,3-1 | 1.3.3 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,3-1 | 1.3.3 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,3-1 | 1.3.3 | inference_graviton |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,2-2 | 1.2.0 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,2-2 | 1.2.0 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,2-1 | 1.2.0 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,2-1 | 1.2.0 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,0-1 | 1.0.0 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
1,0-1 | 1.0.0 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/xgboost:<tag> |
1 | 0,72 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/xgboost:<tag> |
1 | 0,72 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
0,90-2 | 0.90 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
0,90-2 | 0.90 | treinamento |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
0,90-1 | 0.90 | inferência |
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<tag> |
0,90-1 | 0.90 | treinamento |
