Modelos probados - Amazon SageMaker AI

Las traducciones son generadas a través de traducción automática. En caso de conflicto entre la traducción y la version original de inglés, prevalecerá la version en inglés.

Modelos probados

Las siguientes secciones plegables proporcionan información sobre los modelos de machine learning que probó el equipo de Amazon SageMaker Neo. Amplíe la sección plegable en función de su estructura para comprobar si se ha probado un modelo.

nota

Esta no es una lista exhaustiva de los modelos que se pueden compilar con Neo.

Consulte Marcos admitidos y Operadores compatibles con SageMaker AI Neo para averiguar si puede compilar el modelo con SageMaker Neo.

Modelos

ARM V8

ARM Mali

Ambarella CV22

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

AlexNet

Resnet 50

X

X

X

X

X

X

X

YoLoV2

X

X

X

X

X

YoloV2_Tiny

X

X

X

X

X

X

X

Yolov3_416

X

X

X

X

X

Yolov3_Tiny

X

X

X

X

X

X

X

Modelos

ARM V8

ARM Mali

Ambarella CV22

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

AlexNet

X

Densenet 121

X

Densenet 201

X

X

X

X

X

X

X

X

Google Net

X

X

X

X

X

X

X

Inception v3

X

X

X

X

X

MobileNet 0.75

X

X

X

X

X

X

MobileNet 1.0

X

X

X

X

X

X

X

MobileNet V2_0.5

X

X

X

X

X

X

MobileNet V2_1.0

X

X

X

X

X

X

X

X

X

MobileNet V3_Large

X

 X

X

X

X

X

X

X

X

MobileNetV3_Small

X

X

X

X

X

X

X

X

X

Resest 50

X

X

X

X

ResNet18_v1

X

X

X

X

X

X

X

ResNet18_v2

X

X

X

X

X

X

ResNet50_v1

X

X

X

X

X

X

X

X

ResNet50_v2

 X

X

X

X

X

X

X

X

Resnext 101_32x4D

Resnext50_32x4D

X

X

X

X

X

X

Senet_154

X

X

X

X

X

SE_Resnext50_32x4D

X

X

X

X

 X

X

X

SqueezeNet 1.0

X

X

X

X

X

X

X

SqueezeNet 1.1

X

X

X

X

X

X

X

X

VGG11

X

X

X

X

X

X

X

Xception

X

X

X

X

X

X

X

X

darknet53

X

X

X

X

X

X

X

resnet18_v1b_0.89

X

X

X

X

X

X

resnet50_v1d_0.11

X

X

X

X

X

X

resnet50_v1d_0.86

X

X

X

X

X

X

X

X

ssd_512_mobilenet1.0_coco

X

X

X

X

X

X

X

ssd_512_mobilenet1.0_voc

X

X

X

X

X

X

X

ssd_resnet50_v1

X

X

X

X

X

X

yolo3_darknet53_coco

X

X

X

X

X

yolo3_mobilenet1.0_coco

X

X

X

X

X

X

X

deeplab_resnet50

X

Modelos

ARM V8

ARM Mali

Ambarella CV22

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

densenet 121

X

X

X

X

X

X

X

X

densenet 201

X

X

X

X

X

X

X

inception_v3

X

X

X

X

X

X

X

mobilenet_v1

X

X

X

X

X

X

X

X

mobilenet_v2

X

X

X

X

X

X

X

X

resnet152_v1

X

X

X

resnet152_v2

X

X

X

resnet50_v1

X

X

X

X

X

X

X

resnet50_v2

X

X

X

X

X

X

X

X

vgg16

X

X

X

X

X

Modelos

ARM V8

ARM Mali

Ambarella CV22

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

AlexNet

X

mobilenetv2-1.0

X

X

X

X

X

X

X

X

resnet 18 contra 1

X

X

X

X

resnet18 v2

X

X

X

X

resnet50 v1

X

X

X

X

X

X

resnet50 v2

X

X

X

X

X

X

resnet 152 v1

X

X

X

X

resnet 152 v2

X

X

X

X

squeezenet 1.1

X

X

X

X

X

X

X

vgg19

X

X

Modelos

ARM V8

ARM Mali

Ambarella CV22

Ambarella CV25

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

densenet 121

X

X

X

X

X

X

X

X

X

inception_v3

X

X

X

X

X

X

resnet152

X

X

X

X

resnet18

X

X

X

X

X

X

resnet50

X

X

X

X

X

X

X

X

squeezenet 1.0

X

X

X

X

X

X

squeezenet 1.1

X

X

X

X

X

X

X

X

X

yolov4

X

X

yolov5

X

X

X

fasterrcnn_resnet50_fpn

X

X

maskrcnn_resnet50_fpn

X

X

TensorFlow

Modelos

ARM V8

ARM Mali

Ambarella CV22

Ambarella CV25

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

densenet 201

X

X

X

X

X

X

X

X

X

inception_v3

X

X

X

X

X

X

X

X

mobilenet100_v1

X

X

X

X

X

X

X

mobilenet100_v2.0

X

X

X

X

X

X

X

X

mobilenet 130_v2

X

X

X

X

X

X

mobilenet 140_v2

X

X

X

X

X

X

X

X

resnet50_v1.5

X

X

X

X

X

X

X

resnet50_v2

X

X

X

X

X

X

X

X

X

SqueezeNet

X

X

X

X

X

X

X

X

X

mask_rcnn_inception_resnet_v2

X

ssd_mobilenet_v2

X

X

faster_rcnn_resnet50_lowproposals

X

rfcn_resnet101

X

TensorFlow.Keras

Modelos

ARM V8

ARM Mali

Ambarella CV22

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

DenseNet 121

X

X

X

X

X

X

X

Densenet 201

X

X

X

X

X

X

Inception v3

X

X

X

X

X

X

X

MobileNet

X

X

X

X

X

X

X

MobileNet V2

X

X

X

X

X

X

X

NASNetLarge

X

X

X

X

NASNetMobile

X

X

X

X

X

X

X

ResNet101

X

X

X

X

ResNet 101 v2

X

X

X

X

ResNet 152

X

X

X

Resnet 152 v2

X

X

X

ResNet50

X

X

X

X

X

X

ResNet 50 v2

X

X

X

X

X

X

X

VGG16

X

X

X

X

Xception

X

X

X

X

X

X

X
TensorFlow-Lite (FP32)

Modelos

ARM V8

ARM Mali

Ambarella CV22

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

i.MX 8M Plus

densenet_2018_04_27

X

X

X

X

X

inception_resnet_v2_2018_04_27

X

X

 X

X

inception_v3_2018_04_27

X

X

X

X

X

inception_v4_2018_04_27

X

X

X

X

X

mnasnet_0.5_224_09_07_2018

X

X

X

X

X

mnasnet_1.0_224_09_07_2018

X

X

X

X

X

mnasnet_1.3_224_09_07_2018

X

X

X

X

X

mobilenet_v1_0.25_128

X

X

X

X

X

X

mobilenet_v1_0.25_224

X

X

X

X

X

X

mobilenet_v1_0.5_128

X

X

X

X

X

X

mobilenet_v1_0.5_224

X

X

X

X

X

X

mobilenet_v1_0.75_128

X

X

X

X

X

X

mobilenet_v1_0.75_224

X

X

X

X

X

X

mobilenet_v1_1.0_128

X

X

X

X

X

X

mobilenet_v1_1.0_192

X

X

X

X

X

X

mobilenet_v2_1.0_224

X

X

X

X

X

X

resnet_v2_101

X

X

X

X

squeezenet_2018_04_27

X

X

X

X

X

TensorFlow-Lite (INT8)

Modelos

ARM V8

ARM Mali

Ambarella CV22

Nvidia

Panorama

A TDA4VM

Qualcomm QCS603

X86_Linux

X86_Windows

i.MX 8M Plus

inception_v1

X

X

inception_v2

X

X

inception_v3

X

X

X

X

X

inception_v4_299

X

X

X

X

X

mobilenet_v1_0.25_128

X

X

X

X

mobilenet_v1_0.25_224

X

X

X

X

mobilenet_v1_0.5_128

X

X

X

X

mobilenet_v1_0.5_224

X

X

X

X

mobilenet_v1_0.75_128

X

X

X

X

mobilenet_v1_0.75_224

X

X

X

X

X

mobilenet_v1_1.0_128

X

X

X

X

mobilenet_v1_1.0_224

X

X

X

X

X

mobilenet_v2_1.0_224

X

X

X

X

X

deeplab-v3_513

X