南美洲 (聖保羅) 的 Docker 登錄檔路徑和範例程式碼 (sa-east-1) - Amazon SageMaker ECR 路徑

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。

南美洲 (聖保羅) 的 Docker 登錄檔路徑和範例程式碼 (sa-east-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。

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='sa-east-1',image_scope='inference',version='0.4')
登錄檔路徑 版本 工作類型 (影像範圍)
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.7.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.6.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.6.1 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.5.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.4.3 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.4.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.4.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.3.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/autogluon-training:<tag> 0.3.1 訓練
763104351884.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-east-1.amazonaws.com/blazingtext:<tag> 1 推論、訓練

Chainer (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='chainer',region='sa-east-1',version='5.0.0',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
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 推論、訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 推論、訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-chainer:<tag> 4.0.0 推論、訓練 CPU、GPU py2, py3

Clarify (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='clarify',region='sa-east-1',version='1.0',image_scope='processing')
登錄檔路徑 版本 工作類型 (影像範圍)
520018980103.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-clarify-processing:<tag> 1.0 處理

DJL DeepSpeed 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='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
登錄檔路徑 版本 工作類型 (影像範圍)
763104351884.dkr.ecr.sa-east-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> 0.22.1 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> 0.19.0 推論

Data Wrangler (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='data-wrangler',region='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
424196993095.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x 處理
424196993095.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 1.x 處理

Debugger (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='debugger',region='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
818342061345.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-debugger-rules:<tag> 最新 debugger

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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-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)
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 推論
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 訓練
763104351884.dkr.ecr.sa-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 訓練
763104351884.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-east-1.amazonaws.com/image-classification:<tag> 1 推論、訓練

Inferentia MXNet (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='sa-east-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
登錄檔路徑 版本 工作類型 (影像範圍) 處理器類型 Python 版本
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 推論 inf py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.5.1 推論 inf py3

推論 (可下載內容 PyTorch )

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='sa-east-1',version='1.9',py_version='py3')
登錄檔路徑 版本 工作類型 (影像範圍) 處理器類型 Python 版本
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 推論 inf py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 推論 inf py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.7 推論 inf py3

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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-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
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-training:<tag> 1.9.0 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-training:<tag> 1.8.0 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 推論 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-training:<tag> 1.7.0 訓練 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 推論 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-training:<tag> 1.6.0 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 推論 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 訓練 CPU、GPU py2
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-training:<tag> 1.4.1 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 推論 CPU、GPU py2
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 推論 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 推論 CPU、GPU py2, py3

MXNet Coach (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='sa-east-1',version='0.11',py_version='py3',image_scope='training',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
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 訓練 CPU、GPU py3

Model Monitor (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='model-monitor',region='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
539772159869.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-model-monitor-analyzer:<tag> 監控

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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-east-1.amazonaws.com/ntm:<tag> 1 推論、訓練

Neo Image Classification (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-neo',region='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
756306329178.dkr.ecr.sa-east-1.amazonaws.com/image-classification-neo:<tag> 最新 推論

Neo MXNet (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='sa-east-1',version='1.8',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
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-mxnet:<tag> 1.8 推論 CPU、GPU py3

新 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='neo-pytorch',region='sa-east-1',version='1.6',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
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 推論 CPU、GPU py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 推論 CPU、GPU py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 推論 CPU、GPU py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.7 推論 CPU、GPU py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 推論 CPU、GPU py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 推論 CPU、GPU py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.4 推論 CPU、GPU py3

Neo Tensorflow (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='sa-east-1',version='1.15.3',py_version='py3',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
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 推論 CPU、GPU py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 1.15.3 推論 CPU、GPU py3

Neo 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-neo',region='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
756306329178.dkr.ecr.sa-east-1.amazonaws.com/xgboost-neo:<tag> 最新 推論

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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-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
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 推論 CPU、GPU py310
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 推論_graviton CPU py310
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 2.0.0 訓練 CPU、GPU py310
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 推論 CPU、GPU py39
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.13.1 訓練 CPU、GPU py39
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 推論_graviton CPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.12.1 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.12.0 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.11.0 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.10.2 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.10.0 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.9.1 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 推論 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.9.0 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 推論 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.8.1 訓練 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 推論 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.8.0 訓練 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 推論 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.7.1 訓練 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 推論 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.6.0 訓練 CPU、GPU py3, py36
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 推論 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.5.0 訓練 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 推論 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.4.0 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 推論 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.3.1 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 推論 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training:<tag> 1.2.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 推論 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 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
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 訓練 TRN py38

PyTorch 訓練編譯器 (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
登錄檔路徑 版本 工作類型 (影像範圍) 處理器類型 Python 版本
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 訓練 GPU py39
763104351884.dkr.ecr.sa-east-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.12.0 訓練 GPU 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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-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)
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 推論_graviton
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 推論
737474898029.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-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='sa-east-1')
登錄檔路徑 版本 工作類型 (影像範圍)
855470959533.dkr.ecr.sa-east-1.amazonaws.com/seq2seq:<tag> 1 推論、訓練

Spark (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='spark',region='sa-east-1',version='3.0',image_scope='processing')
登錄檔路徑 版本 工作類型 (影像範圍)
737130764395.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 處理
737130764395.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 處理
737130764395.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 處理
737130764395.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 處理

SparkML Serving (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='sparkml-serving',region='sa-east-1',version='2.4')
登錄檔路徑 版本 工作類型 (影像範圍)
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.2 推論

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='sa-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
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 訓練 CPU、GPU py310
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 訓練 CPU、GPU py39
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 訓練 CPU、GPU py39
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 訓練 CPU、GPU py39
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 推論_graviton CPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 訓練 CPU、GPU py39
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 訓練 CPU、GPU py38
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 訓練 CPU、GPU py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 訓練 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 訓練 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 訓練 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 訓練 CPU、GPU py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 訓練 CPU、GPU py3, py36, py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 訓練 CPU、GPU py3, py36, py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 訓練 CPU、GPU py2, py3, py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 訓練 CPU、GPU py2, py3, py37
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 訓練 CPU、GPU py2, py3
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 推論 CPU、GPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 訓練 CPU、GPU py2
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
763104351884.dkr.ecr.sa-east-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 推論 CPU、GPU -
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 推論 CPU、GPU -
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 推論 CPU、GPU -
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 訓練 CPU、GPU py2, py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 推論 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 訓練 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 推論 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 訓練 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 推論 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 訓練 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 推論 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 訓練 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 推論 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 訓練 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 推論 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 訓練 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 推論 CPU、GPU py2
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 訓練 CPU、GPU py2

Tensorflow Coach (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='sa-east-1',version='1.0.0',image_scope='training',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
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> 0.10 訓練 CPU、GPU py3

Tensorflow Inferentia (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='sa-east-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
登錄檔路徑 版本 工作類型 (影像範圍) 處理器類型 Python 版本
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 推論 inf py3
756306329178.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 1.15.0 推論 inf py3

Tensorflow Ray (DLC)

SageMaker Python SDK 實例來檢索註冊表路徑。

from sagemaker import image_uris image_uris.retrieve(framework='ray-tensorflow',region='sa-east-1',version='0.8.5',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
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 訓練 CPU、GPU py3
520713654638.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> 0.5 訓練 CPU、GPU py3

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='sa-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)
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 推論_graviton
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 推論_graviton
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 訓練
855470959533.dkr.ecr.sa-east-1.amazonaws.com/xgboost:<tag> 1 0.72 推論
855470959533.dkr.ecr.sa-east-1.amazonaws.com/xgboost:<tag> 1 0.72 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 版 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 版 訓練
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 版 推論
737474898029.dkr.ecr.sa-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 版 訓練