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Model Zoo - TensorFlow

The RBLN TensorFlow Model Zoo provides a variety of neural network models designed to run on the RBLN NPU. The number of models supported by the RBLN Model Zoo will continuously expand as the RBLN SDK is updated. You can access full list of the models in the RBLN Model Zoo GitHub repository.

Supported models

The table shows the full list of the models covered by the RBLN TensorFlow Model Zoo as of today.

Model Dataset Task
BERT-base - BookCorpus & English Wikipedia
- SQuAD v2
BERT-large - BookCorpus & English Wikipedia
- SQuAD v2
DeepLabV3+_ResNet50 ILSVRC2012
Unet-DenseNet201 NYU Depth Dataset V2
ConvNeXtTiny ILSVRC2012
ConvNeXtSmall ILSVRC2012
ConvNeXtBase ILSVRC2012
ConvNeXtLarge ILSVRC2012
ConvNextXLarge ILSVRC2012
EfficientNetB0 ILSVRC2012
EfficientNetB1 ILSVRC2012
EfficientNetB2 ILSVRC2012
EfficientNetB3 ILSVRC2012
EfficientNetB4 ILSVRC2012
EfficientNetB5 ILSVRC2012
EfficientNetB6 ILSVRC2012
EfficientNetB7 ILSVRC2012
EfficientNetV2B0 ILSVRC2012
EfficientNetV2B1 ILSVRC2012
EfficientNetV2B2 ILSVRC2012
EfficientNetV2B3 ILSVRC2012
EfficientNet_V2_S ILSVRC2012
EfficientNet_V2_M ILSVRC2012
EfficientNet_V2_L ILSVRC2012
NasNetLarge ILSVRC2012
NasNetMobile ILSVRC2012
MobileNet ILSVRC2012
MobileNet_V2 ILSVRC2012
MobileNet_V3_Small ILSVRC2012
MobileNet_V3_Large ILSVRC2012
ResNet50 ILSVRC2012
ResNet101 ILSVRC2012
ResNet152 ILSVRC2012
ResNet50V2 ILSVRC2012
ResNet101V2 ILSVRC2012
ResNet152V2 ILSVRC2012
VGG16 ILSVRC2012
VGG19 ILSVRC2012
DenseNet121 ILSVRC2012
DenseNet169 ILSVRC2012
DenseNet201 ILSVRC2012
RegNet_X_200MF ILSVRC2012
RegNet_X_400MF ILSVRC2012
RegNet_X_600MF ILSVRC2012
RegNet_X_800MF ILSVRC2012
RegNet_X_1_6GF ILSVRC2012
RegNet_X_3_2GF ILSVRC2012
RegNet_X_4GF ILSVRC2012
RegNet_X_6_4GF ILSVRC2012
RegNet_X_8GF ILSVRC2012
RegNet_X_12GF ILSVRC2012
RegNet_X_16GF ILSVRC2012
RegNet_X_32GF ILSVRC2012
RegNet_Y_200MF ILSVRC2012
RegNet_Y_400MF ILSVRC2012
RegNet_Y_600MF ILSVRC2012
RegNet_Y_800MF ILSVRC2012
RegNet_Y_1_6GF ILSVRC2012
RegNet_Y_3_2GF ILSVRC2012
RegNet_Y_4GF ILSVRC2012
RegNet_Y_6_4GF ILSVRC2012
RegNet_Y_8GF ILSVRC2012
RegNet_Y_12GF ILSVRC2012
RegNet_Y_16GF ILSVRC2012
RegNet_Y_32GF ILSVRC2012
Inception_V3 ILSVRC2012
InceptionResNetV2 ILSVRC2012
Xception ILSVRC2012
ResNetRS50 ILSVRC2012
ResNetRS101 ILSVRC2012
ResNetRS152 ILSVRC2012
ResNetRS200 ILSVRC2012
ResNetRS270 ILSVRC2012
ResNetRS350 ILSVRC2012
ResNetRS420 ILSVRC2012