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Chemins de registre Docker et exemple de code pour Europe (Milan) (eu-south-1)
Les rubriques suivantes répertorient les paramètres de chacun des algorithmes et conteneurs de deep learning fournis par Amazon dans cette région SageMaker.
Rubriques
- AutoGluon (algorithme)
- BlazingText (algorithme)
- Chainer (conteneur DLC)
- Clarify (algorithme)
- DJL DeepSpeed (algorithme)
- Data Wrangler (algorithme)
- Debugger (algorithme)
- DeepAR Forecasting (algorithme)
- Factorization Machines (algorithme)
- Hugging Face (algorithme)
- IP Insights (algorithme)
- Image classification (algorithme)
- Inferentia MXNet (conteneur DLC)
- Inferentia PyTorch (DLC)
- K-Means (algorithme)
- KNN (algorithme)
- Linear Learner (algorithme)
- MxNet (conteneur DLC)
- MxNet Coach (conteneur DLC)
- Model Monitor (algorithme)
- NTM (algorithme)
- Neo Image Classification (algorithme)
- Neo MxNet (conteneur DLC)
- Néo PyTorch (DLC)
- Neo Tensorflow (conteneur DLC)
- Neo XGBoost (algorithme)
- Object Detection (algorithme)
- Object2Vec (algorithme)
- PCA (algorithme)
- PyTorch (DLC)
- PyTorch Neurone (DLC)
- PyTorch Compilateur d'entraînement (DLC)
- Random Cut Forest (algorithme)
- Scikit-learn (algorithme)
- Semantic Segmentation (algorithme)
- Seq2Seq (algorithme)
- Spark (algorithme)
- SparkML Serving (algorithme)
- Tensorflow (conteneur DLC)
- Tensorflow Coach (conteneur DLC)
- Tensorflow Inferentia (conteneur DLC)
- Tensorflow Ray (conteneur DLC)
- XGBoost (algorithme)
AutoGluon (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='eu-south-1',image_scope='inference',version='0.4')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0.7.0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0.7.0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0.6.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0.6.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0.6.1 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0.6.1 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0,5.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0,5.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0,4.3 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0,4.3 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0,4.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0,4.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0,4,0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0,4,0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0,3.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0,3.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<balise> |
0,3.1 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<balise> |
0,3.1 | inférence |
BlazingText (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/blazingtext:<balise> |
1 | inférence, entraînement |
Chainer (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='chainer',region='eu-south-1',version='5.0.0',py_version='py3',image_scope='inference',instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-chainer:<balise> |
5.0.0 | inférence, entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-chainer:<balise> |
4.1.0 | inférence, entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-chainer:<balise> |
4.0.0 | inférence, entraînement | CPU, GPU | py2, py3 |
Clarify (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='eu-south-1',version='1.0',image_scope='processing')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
638885417683.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-clarify-processing:<balise> |
1.0 | traitement |
DJL DeepSpeed (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> |
0,22,1 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> |
0,21,0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> |
0,20,0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> |
0,19,0 | inférence |
Data Wrangler (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='data-wrangler',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
488287956546.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-data-wrangler-container:<balise> |
2.x | traitement |
488287956546.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-data-wrangler-container:<balise> |
1.x | traitement |
Debugger (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
563282790590.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-debugger-rules:<balise> |
dernière | debugger |
DeepAR Forecasting (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/forecasting-deepar:<balise> |
1 | inférence, entraînement |
Factorization Machines (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/factorization-machines:<balise> |
1 | inférence, entraînement |
Hugging Face (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='eu-south-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4,26,0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<balise> |
4,26,0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<balise> |
4,26,0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4,17,0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4,17,0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<balise> |
4,17,0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<balise> |
4,17,0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.12.3 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4.12.3 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<balise> |
4.12.3 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<balise> |
4.12.3 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.11.0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4.11.0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<balise> |
4.11.0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<balise> |
4.11.0 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.10.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.10.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4.10.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4.10.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<balise> |
4.10.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<balise> |
4.10.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<balise> |
4.10.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<balise> |
4.10.2 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.6.1 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.6.1 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.6.1 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4.6.1 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<balise> |
4.6.1 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<balise> |
4.6.1 | inférence |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.5.0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4.5.0 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<balise> |
4.4.2 | entraînement |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<balise> |
4.4.2 | entraînement |
IP Insights (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/ipinsights:<balise> |
1 | inférence, entraînement |
Image classification (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/image-classification:<balise> |
1 | inférence, entraînement |
Inferentia MXNet (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='eu-south-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-mxnet:<balise> |
1.8 | inférence | inf | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-mxnet:<balise> |
1.5.1 | inférence | inf | py3 |
Inferentia PyTorch (DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='eu-south-1',version='1.9',py_version='py3')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-pytorch:<balise> |
1.9 | inférence | inf | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-pytorch:<balise> |
1.8 | inférence | inf | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-pytorch:<balise> |
1,7 | inférence | inf | py3 |
K-Means (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/kmeans:<balise> |
1 | inférence, entraînement |
KNN (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='knn',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/knn:<balise> |
1 | inférence, entraînement |
Linear Learner (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/linear-learner:<balise> |
1 | inférence, entraînement |
MxNet (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='eu-south-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<balise> |
1.9.0 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<balise> |
1.9.0 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<balise> |
1.8.0 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<balise> |
1.8.0 | inférence | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<balise> |
1.7.0 | entraînement | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<balise> |
1.7.0 | inférence | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference-eia:<balise> |
1.7.0 | eia | CPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<balise> |
1.6.0 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<balise> |
1.6.0 | inférence | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference-eia:<balise> |
1.5.1 | eia | CPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.4.1 | entraînement | CPU, GPU | py2 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<balise> |
1.4.1 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-serving:<balise> |
1.4.1 | inférence | CPU, GPU | py2 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<balise> |
1.4.1 | inférence | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference-eia:<balise> |
1.4.1 | eia | CPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.4.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-serving:<balise> |
1.4.0 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-serving-eia:<balise> |
1.4.0 | eia | CPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.3.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.3.0 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-eia:<balise> |
1.3.0 | eia | CPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.2.1 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.2.1 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.1.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.1.0 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.0.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
1.0.0 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
0.12.1 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<balise> |
0.12.1 | inférence | CPU, GPU | py2, py3 |
MxNet Coach (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='eu-south-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<balise> |
0.11.0 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<balise> |
0,11 | entraînement | CPU, GPU | py3 |
Model Monitor (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
933208885752.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-model-monitor-analyzer:<balise> |
surveillance |
NTM (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/ntm:<balise> |
1 | inférence, entraînement |
Neo Image Classification (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='image-classification-neo',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/image-classification-neo:<balise> |
dernières | inférence |
Neo MxNet (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='eu-south-1',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-mxnet:<balise> |
1.8 | inférence | CPU, GPU | py3 |
Néo PyTorch (DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='neo-pytorch',region='eu-south-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<balise> |
1.13 | inférence | CPU, GPU | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<balise> |
1.12 | inférence | CPU, GPU | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<balise> |
1.8 | inférence | CPU, GPU | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<balise> |
1,7 | inférence | CPU, GPU | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<balise> |
1.6 | inférence | CPU, GPU | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<balise> |
1.5 | inférence | CPU, GPU | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<balise> |
1.4 | inférence | CPU, GPU | py3 |
Neo Tensorflow (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='eu-south-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-tensorflow:<balise> |
2.9.2 | inférence | CPU, GPU | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-tensorflow:<balise> |
1.15.3 | inférence | CPU, GPU | py3 |
Neo XGBoost (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='xgboost-neo',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/xgboost-neo:<balise> |
dernières | inférence |
Object Detection (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/object-detection:<balise> |
1 | inférence, entraînement |
Object2Vec (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/object2vec:<balise> |
1 | inférence, entraînement |
PCA (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='pca',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/pca:<balise> |
1 | inférence, entraînement |
PyTorch (DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='eu-south-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
2.0.0 | inférence | CPU, GPU | py310 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference-graviton:<balise> |
2.0.0 | inference_graviton | CPU | py310 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
2.0.0 | entraînement | CPU, GPU | py310 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.13.1 | inférence | CPU, GPU | py39 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.13.1 | entraînement | CPU, GPU | py39 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.12.1 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference-graviton:<balise> |
1.12.1 | inference_graviton | CPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.12.1 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.12.0 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.12.0 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.11.0 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.11.0 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.10.2 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.10.2 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.10.0 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.10.0 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.9.1 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.9.1 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.9.0 | inférence | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.9.0 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.8.1 | inférence | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.8.1 | entraînement | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.8.0 | inférence | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.8.0 | entraînement | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.7.1 | inférence | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.7.1 | entraînement | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.6.0 | inférence | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.6.0 | entraînement | CPU, GPU | py3, py36 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.5.0 | inférence | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.5.0 | entraînement | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.4.0 | inférence | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.4.0 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.3.1 | inférence | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.3.1 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<balise> |
1.2.0 | inférence | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<balise> |
1.2.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<balise> |
1.1.0 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<balise> |
1.1.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<balise> |
1.0.0 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<balise> |
1.0.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<balise> |
0,4,0 | inférence | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<balise> |
0,4,0 | entraînement | CPU, GPU | py2, py3 |
PyTorch Neurone (DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training-neuron:<balise> |
1.11.0 | entraînement | TRN | py38 |
PyTorch Compilateur d'entraînement (DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-trcomp-training:<balise> |
1.13.1 | entraînement | GPU | py39 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-trcomp-training:<balise> |
1.12.0 | entraînement | GPU | py38 |
Random Cut Forest (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/randomcutforest:<balise> |
1 | inférence, entraînement |
Scikit-learn (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='eu-south-1',version='0.23-1',image_scope='inference')
| Chemin de registre | Version | Version du package | Types de tâches (portée de l'image) |
|---|---|---|---|
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
1,2-1 | 1.2.1 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
1,2-1 | 1.2.1 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
1,0-1 | 1.0.2 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
1,0-1 | 1.0.2 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
1,0-1 | 1.0.2 | inference_graviton |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
0,23-1 | 0,23,2 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
0,23-1 | 0,23,2 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
0,20,0 | 0,20,0 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<balise> |
0,20,0 | 0,20,0 | entraînement |
Semantic Segmentation (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/semantic-segmentation:<balise> |
1 | inférence, entraînement |
Seq2Seq (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='eu-south-1')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
257386234256.dkr.ecr.eu-south-1.amazonaws.com/seq2seq:<balise> |
1 | inférence, entraînement |
Spark (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='spark',region='eu-south-1',version='3.0',image_scope='processing')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
753923664805.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-spark-processing:<balise> |
3.2 | traitement |
753923664805.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-spark-processing:<balise> |
3.1 | traitement |
753923664805.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-spark-processing:<balise> |
3.0 | traitement |
753923664805.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-spark-processing:<balise> |
2,4 | traitement |
SparkML Serving (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='sparkml-serving',region='eu-south-1',version='2.4')
| Chemin de registre | Version | Types de tâches (portée de l'image) |
|---|---|---|
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-sparkml-serving:<balise> |
3.3 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-sparkml-serving:<balise> |
2,4 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-sparkml-serving:<balise> |
2.2 | inférence |
Tensorflow (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='eu-south-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.12.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.12.0 | entraînement | CPU, GPU | py310 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.11.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.11.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.11.0 | entraînement | CPU, GPU | py39 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.10.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.10.1 | entraînement | CPU, GPU | py39 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.10.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.9.3 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.9.2 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.9.2 | entraînement | CPU, GPU | py39 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-graviton:<balise> |
2.9.1 | inference_graviton | CPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.8.4 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.8.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.8.0 | entraînement | CPU, GPU | py39 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.7.1 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.7.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.6.3 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.6.3 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.6.2 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.6.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.6.0 | entraînement | CPU, GPU | py38 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.5.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.5.1 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.5.0 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.4.3 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.4.3 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.4.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.4.1 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.3.2 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.3.2 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.3.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.3.1 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<balise> |
2.3.0 | eia | CPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.3.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.3.0 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.2.2 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.2.2 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.2.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.2.1 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.2.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.2.0 | entraînement | CPU, GPU | py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.1.3 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.1.3 | entraînement | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.1.2 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.1.2 | entraînement | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.1.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.1.1 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.1.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.1.0 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.0.4 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.0.4 | entraînement | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.0.3 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.0.3 | entraînement | CPU, GPU | py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.0.2 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.0.2 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.0.1 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.0.1 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<balise> |
2.0.0 | eia | CPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
2.0.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
2.0.0 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
1,1,5 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
1,1,5 | entraînement | CPU, GPU | py3, py36, py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
1.15.4 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
1.15.4 | entraînement | CPU, GPU | py3, py36, py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
1.15.3 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
1.15.3 | entraînement | CPU, GPU | py2, py3, py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
1.15.2 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
1.15.2 | entraînement | CPU, GPU | py2, py3, py37 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<balise> |
1.15.0 | eia | CPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
1.15.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
1.15.0 | entraînement | CPU, GPU | py2, py3 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<balise> |
1.14.0 | eia | CPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
1.14.0 | inférence | CPU, GPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
1.14.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<balise> |
1.13.1 | entraînement | CPU, GPU | py2 |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<balise> |
1.13.1 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<balise> |
1.13.0 | eia | CPU | - |
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<balise> |
1.13.0 | inférence | CPU, GPU | - |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<balise> |
1.12.0 | eia | CPU | - |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving:<balise> |
1.12.0 | inférence | CPU, GPU | - |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<balise> |
1.12.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<balise> |
1.11.0 | eia | CPU | - |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving:<balise> |
1.11.0 | inférence | CPU, GPU | - |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<balise> |
1.11.0 | entraînement | CPU, GPU | py2, py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-eia:<balise> |
1.10.0 | eia | CPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.10.0 | inférence | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.10.0 | entraînement | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.9.0 | inférence | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.9.0 | entraînement | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.8.0 | inférence | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.8.0 | entraînement | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.7.0 | inférence | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.7.0 | entraînement | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.6.0 | inférence | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.6.0 | entraînement | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.5.0 | inférence | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.5.0 | entraînement | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.4.1 | inférence | CPU, GPU | py2 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<balise> |
1.4.1 | entraînement | CPU, GPU | py2 |
Tensorflow Coach (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='eu-south-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<balise> |
0.11.1 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<balise> |
0.11.0 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<balise> |
0,11 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<balise> |
0,1,1 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<balise> |
0.10 | entraînement | CPU, GPU | py3 |
Tensorflow Inferentia (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='eu-south-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-tensorflow:<balise> |
2.5.2 | inférence | inf | py3 |
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-tensorflow:<balise> |
1.15.0 | inférence | inf | py3 |
Tensorflow Ray (conteneur DLC)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='ray-tensorflow',region='eu-south-1',version='0.8.5',instance_type='ml.c5.4xlarge')
| Chemin de registre | Version | Types de tâche (portée de l'image) | Types de processeur | Versions de Python |
|---|---|---|---|---|
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<balise> |
0,6,5 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<balise> |
0.6 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<balise> |
0,5.3 | entraînement | CPU, GPU | py3 |
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<balise> |
0.5 | entraînement | CPU, GPU | py3 |
XGBoost (algorithme)
SageMaker Exemple de SDK Python pour récupérer le chemin du registre.
from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='eu-south-1',version='1.5-1')
| Chemin de registre | Version | Version du package | Types de tâches (portée de l'image) |
|---|---|---|---|
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,7-1 | 1.7.4 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,7-1 | 1.7.4 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,5-1 | 1.5.2 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,5-1 | 1.5.2 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,5-1 | 1.5.2 | inference_graviton |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1.3-1 | 1.3.3 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1.3-1 | 1.3.3 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1.3-1 | 1.3.3 | inference_graviton |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1.2-2 | 1.2.0 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1.2-2 | 1.2.0 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,2-1 | 1.2.0 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,2-1 | 1.2.0 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,0-1 | 1.0.0 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
1,0-1 | 1.0.0 | entraînement |
257386234256.dkr.ecr.eu-south-1.amazonaws.com/xgboost:<balise> |
1 | 0,72 | inférence |
257386234256.dkr.ecr.eu-south-1.amazonaws.com/xgboost:<balise> |
1 | 0,72 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
0,90-2 | 0.90 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
0,90-2 | 0.90 | entraînement |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
0,90-1 | 0.90 | inférence |
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<balise> |
0,90-1 | 0.90 | entraînement |
