本文為英文版的機器翻譯版本，如內容有任何歧義或不一致之處，概以英文版為準。
碼頭登錄路徑和範例程式碼 (美國東部) AWS GovCloud (US-gov-東-1)
下列主題列出 Amazon 提供的此區域中每個演算法和深度學習容器的參數 SageMaker。
主題
- AutoGluon (演算法)
- BlazingText (演算法)
- DeepAR Forecasting (演算法)
- 因式分解機 (演算法)
- Hugging Face (演算法)
- IP Insights (演算法)
- 影像分類 (演算法)
- K-Means (演算法)
- KNN (演算法)
- Linear Learner (演算法)
- MXNet (DLC)
- NTM (演算法)
- Object Detection (演算法)
- Object2Vec (演算法)
- PCA (演算法)
- PyTorch (可下載內容)
- PyTorch 神经元
- Random Cut Forest (演算法)
- Scikit-learn (演算法)
- Semantic Segmentation (演算法)
- Seq2Seq (演算法)
- Tensorflow (DLC)
- XGBoost (演算法)
AutoGluon (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='us-gov-east-1',image_scope='inference',version='0.4')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.7.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.7.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.6.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.6.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.6.1 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.6.1 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.5.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.5.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.4.3 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.4.3 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.4.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.4.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.4.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.4.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.3.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.3.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-training:<tag> |
0.3.1 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/autogluon-inference:<tag> |
0.3.1 | 推論 |
BlazingText (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/blazingtext:<tag> |
1 | 推論、訓練 |
DeepAR Forecasting (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/forecasting-deepar:<tag> |
1 | 推論、訓練 |
因式分解機 (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/factorization-machines:<tag> |
1 | 推論、訓練 |
Hugging Face (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='us-gov-east-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.26.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.26.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.26.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.17.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.17.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.17.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.17.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.12.3 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.12.3 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.12.3 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.12.3 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.11.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.11.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.11.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.11.0 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.6.1 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.6.1 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.6.1 | 推論 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.5.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.5.0 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.4.2 | 訓練 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.4.2 | 訓練 |
IP Insights (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/ipinsights:<tag> |
1 | 推論、訓練 |
影像分類 (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/image-classification:<tag> |
1 | 推論、訓練 |
K-Means (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/kmeans:<tag> |
1 | 推論、訓練 |
KNN (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='knn',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/knn:<tag> |
1 | 推論、訓練 |
Linear Learner (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/linear-learner:<tag> |
1 | 推論、訓練 |
MXNet (DLC)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='us-gov-east-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) | 處理器類型 | Python 版本 |
|---|---|---|---|---|
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> |
1.9.0 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> |
1.9.0 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> |
1.8.0 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> |
1.8.0 | 推論 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> |
1.7.0 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> |
1.7.0 | 推論 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.7.0 | eia | CPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> |
1.6.0 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> |
1.6.0 | 推論 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.5.1 | eia | CPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-training:<tag> |
1.4.1 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference:<tag> |
1.4.1 | 推論 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.4.1 | eia | CPU | py2, py3 |
NTM (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/ntm:<tag> |
1 | 推論、訓練 |
Object Detection (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/object-detection:<tag> |
1 | 推論、訓練 |
Object2Vec (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/object2vec:<tag> |
1 | 推論、訓練 |
PCA (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='pca',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/pca:<tag> |
1 | 推論、訓練 |
PyTorch (可下載內容)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='us-gov-east-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) | 處理器類型 | Python 版本 |
|---|---|---|---|---|
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
2.0.0 | 推論 | CPU、GPU | py310 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
2.0.0 | 訓練 | CPU、GPU | py310 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.13.1 | 推論 | CPU、GPU | py39 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.13.1 | 訓練 | CPU、GPU | py39 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.12.1 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference-graviton:<tag> |
1.12.1 | 推論_graviton | CPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.12.1 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.12.0 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.12.0 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.11.0 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.11.0 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.10.2 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.10.2 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.10.0 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.10.0 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.9.1 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.9.1 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.9.0 | 推論 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.9.0 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.8.1 | 推論 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.8.1 | 訓練 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.8.0 | 推論 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.8.0 | 訓練 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.7.1 | 推論 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.7.1 | 訓練 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.6.0 | 推論 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.6.0 | 訓練 | CPU、GPU | py3, py36 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.5.0 | 推論 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.5.0 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.4.0 | 推論 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.4.0 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.3.1 | 推論 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.3.1 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-inference:<tag> |
1.2.0 | 推論 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training:<tag> |
1.2.0 | 訓練 | CPU、GPU | py2, py3 |
PyTorch 神经元
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) | 處理器類型 | Python 版本 |
|---|---|---|---|---|
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/pytorch-training-neuron:<tag> |
1.11.0 | 訓練 | TRN | py38 |
Random Cut Forest (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/randomcutforest:<tag> |
1 | 推論、訓練 |
Scikit-learn (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='us-gov-east-1',version='0.23-1',image_scope='inference')
| 登錄檔路徑 | 版本 | 套件版本 | 工作類型 (影像範圍) |
|---|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.2-1 | 1.2.1 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.2-1 | 1.2.1 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | 推論_graviton |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.23-1 | 0.23.2 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.23-1 | 0.23.2 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.20.0 | 0.20.0 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.20.0 | 0.20.0 | 訓練 |
Semantic Segmentation (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/semantic-segmentation:<tag> |
1 | 推論、訓練 |
Seq2Seq (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='us-gov-east-1')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) |
|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/seq2seq:<tag> |
1 | 推論、訓練 |
Tensorflow (DLC)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='us-gov-east-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
| 登錄檔路徑 | 版本 | 工作類型 (影像範圍) | 處理器類型 | Python 版本 |
|---|---|---|---|---|
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.12.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.11.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.11.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.11.0 | 訓練 | CPU、GPU | py39 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.10.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.10.1 | 訓練 | CPU、GPU | py39 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.10.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.9.3 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.9.2 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.9.2 | 訓練 | CPU、GPU | py39 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.9.1 | 推論_graviton | CPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.8.4 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.8.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.8.0 | 訓練 | CPU、GPU | py39 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.7.1 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.7.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.6.3 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.6.3 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.6.2 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.6.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.6.0 | 訓練 | CPU、GPU | py38 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.5.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.5.1 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.5.0 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.4.3 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.4.3 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.4.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.4.1 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.2 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.3.2 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.3.1 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
2.3.0 | eia | CPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.3.0 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.2 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.2.2 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.2.1 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.2.0 | 訓練 | CPU、GPU | py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.3 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.3 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.2 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.2 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.1 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.0 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.4 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.4 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.3 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.3 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.2 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.2 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.1 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.1 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
2.0.0 | eia | CPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.0 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.5 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.5 | 訓練 | CPU、GPU | py3, py36, py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.4 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.4 | 訓練 | CPU、GPU | py3, py36, py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.3 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.3 | 訓練 | CPU、GPU | py2, py3, py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.2 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.2 | 訓練 | CPU、GPU | py2, py3, py37 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
1.15.0 | eia | CPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.0 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
1.14.0 | eia | CPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.14.0 | 推論 | CPU、GPU | - |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
1.14.0 | 訓練 | CPU、GPU | py2, py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-training:<tag> |
1.13.1 | 訓練 | CPU、GPU | py3 |
446045086412.dkr.ecr.us-gov-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.13.0 | 推論 | CPU、GPU | - |
XGBoost (演算法)
SageMaker Python SDK 實例來檢索註冊表路徑。
from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='us-gov-east-1',version='1.5-1')
| 登錄檔路徑 | 版本 | 套件版本 | 工作類型 (影像範圍) |
|---|---|---|---|
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.7-1 | 1.7.4 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.7-1 | 1.7.4 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | 推論_graviton |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | 推論_graviton |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-2 | 1.2.0 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-2 | 1.2.0 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-1 | 1.2.0 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-1 | 1.2.0 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.0-1 | 1.0.0 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.0-1 | 1.0.0 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/xgboost:<tag> |
1 | 0.72 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/xgboost:<tag> |
1 | 0.72 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-2 | 0.90 版 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-2 | 0.90 版 | 訓練 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-1 | 0.90 版 | 推論 |
237065988967.dkr.ecr.us-gov-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-1 | 0.90 版 | 訓練 |
