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 | 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 |