Model Zoo - TensorFlow¶
The RBLN Model Zoo provides a variety of TensorFlow 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 TensorFlow models covered by the RBLN Model Zoo as of today.
| Model | Dataset | Task |
|---|---|---|
| DeepLabV3+_ResNet50 | ILSVRC2012 | Semantic Segmentation |
| Unet-DenseNet201 | NYU Depth Dataset V2 | Monocular Depth Estimation |
| ConvNeXtTiny | ILSVRC2012 | Image Classification |
| ConvNeXtSmall | ILSVRC2012 | Image Classification |
| ConvNeXtBase | ILSVRC2012 | Image Classification |
| ConvNeXtLarge | ILSVRC2012 | Image Classification |
| ConvNextXLarge | ILSVRC2012 | Image Classification |
| EfficientNetB0 | ILSVRC2012 | Image Classification |
| EfficientNetB1 | ILSVRC2012 | Image Classification |
| EfficientNetB2 | ILSVRC2012 | Image Classification |
| EfficientNetB3 | ILSVRC2012 | Image Classification |
| EfficientNetB4 | ILSVRC2012 | Image Classification |
| EfficientNetB5 | ILSVRC2012 | Image Classification |
| EfficientNetB6 | ILSVRC2012 | Image Classification |
| EfficientNetB7 | ILSVRC2012 | Image Classification |
| EfficientNetV2B0 | ILSVRC2012 | Image Classification |
| EfficientNetV2B1 | ILSVRC2012 | Image Classification |
| EfficientNetV2B2 | ILSVRC2012 | Image Classification |
| EfficientNetV2B3 | ILSVRC2012 | Image Classification |
| EfficientNet_V2_S | ILSVRC2012 | Image Classification |
| EfficientNet_V2_M | ILSVRC2012 | Image Classification |
| EfficientNet_V2_L | ILSVRC2012 | Image Classification |
| NasNetLarge | ILSVRC2012 | Image Classification |
| NasNetMobile | ILSVRC2012 | Image Classification |
| MobileNet | ILSVRC2012 | Image Classification |
| MobileNet_V2 | ILSVRC2012 | Image Classification |
| MobileNet_V3_Small | ILSVRC2012 | Image Classification |
| MobileNet_V3_Large | ILSVRC2012 | Image Classification |
| ResNet50 | ILSVRC2012 | Image Classification |
| ResNet101 | ILSVRC2012 | Image Classification |
| ResNet152 | ILSVRC2012 | Image Classification |
| ResNet50V2 | ILSVRC2012 | Image Classification |
| ResNet101V2 | ILSVRC2012 | Image Classification |
| ResNet152V2 | ILSVRC2012 | Image Classification |
| VGG16 | ILSVRC2012 | Image Classification |
| VGG19 | ILSVRC2012 | Image Classification |
| DenseNet121 | ILSVRC2012 | Image Classification |
| DenseNet169 | ILSVRC2012 | Image Classification |
| DenseNet201 | ILSVRC2012 | Image Classification |
| RegNet_X_200MF | ILSVRC2012 | Image Classification |
| RegNet_X_400MF | ILSVRC2012 | Image Classification |
| RegNet_X_600MF | ILSVRC2012 | Image Classification |
| RegNet_X_800MF | ILSVRC2012 | Image Classification |
| RegNet_X_1_6GF | ILSVRC2012 | Image Classification |
| RegNet_X_3_2GF | ILSVRC2012 | Image Classification |
| RegNet_X_4GF | ILSVRC2012 | Image Classification |
| RegNet_X_6_4GF | ILSVRC2012 | Image Classification |
| RegNet_X_8GF | ILSVRC2012 | Image Classification |
| RegNet_X_12GF | ILSVRC2012 | Image Classification |
| RegNet_X_16GF | ILSVRC2012 | Image Classification |
| RegNet_X_32GF | ILSVRC2012 | Image Classification |
| RegNet_Y_200MF | ILSVRC2012 | Image Classification |
| RegNet_Y_400MF | ILSVRC2012 | Image Classification |
| RegNet_Y_600MF | ILSVRC2012 | Image Classification |
| RegNet_Y_800MF | ILSVRC2012 | Image Classification |
| RegNet_Y_1_6GF | ILSVRC2012 | Image Classification |
| RegNet_Y_3_2GF | ILSVRC2012 | Image Classification |
| RegNet_Y_4GF | ILSVRC2012 | Image Classification |
| RegNet_Y_6_4GF | ILSVRC2012 | Image Classification |
| RegNet_Y_8GF | ILSVRC2012 | Image Classification |
| RegNet_Y_12GF | ILSVRC2012 | Image Classification |
| RegNet_Y_16GF | ILSVRC2012 | Image Classification |
| RegNet_Y_32GF | ILSVRC2012 | Image Classification |
| Inception_V3 | ILSVRC2012 | Image Classification |
| InceptionResNetV2 | ILSVRC2012 | Image Classification |
| Xception | ILSVRC2012 | Image Classification |
| ResNetRS50 | ILSVRC2012 | Image Classification |
| ResNetRS101 | ILSVRC2012 | Image Classification |
| ResNetRS152 | ILSVRC2012 | Image Classification |
| ResNetRS200 | ILSVRC2012 | Image Classification |
| ResNetRS270 | ILSVRC2012 | Image Classification |
| ResNetRS350 | ILSVRC2012 | Image Classification |
| ResNetRS420 | ILSVRC2012 | Image Classification |