[GPUNet/PyT] Add GPUNet to main readme

README.md

@@ -25,6 +25,7 @@ These examples, along with our NVIDIA deep learning software stack, are provided
 | [Mask R-CNN](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Segmentation/MaskRCNN) |PyTorch  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | -  | [Yes](https://github.com/NVIDIA/DeepLearningExamples/blob/master/PyTorch/Segmentation/MaskRCNN/pytorch/notebooks/pytorch_MaskRCNN_pyt_train_and_inference.ipynb) |
 | [nnUNet](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Segmentation/nnUNet) |PyTorch  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | Yes  | - |
 | [SSD](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Detection/SSD) |PyTorch  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | -  | [Yes](https://github.com/NVIDIA/DeepLearningExamples/blob/master/PyTorch/Detection/SSD/examples/inference.ipynb) |
+| [GPUNet](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Classification/GPUNet)  |PyTorch  | Yes  | Yes  | Yes  | -  | Yes  | Yes  | [Yes](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Classification/GPUNet/triton/)  | Yes  | - |
 | [ResNet-50](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Classification/ConvNets/resnet50v1.5) |TensorFlow  | Yes  | Yes  | Yes  | -  | -  | -  | -  | Yes  | - |
 | [ResNeXt101](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Classification/ConvNets/resnext101-32x4d)  |TensorFlow  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | Yes  | - |
 | [SE-ResNeXt-101](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Classification/ConvNets/se-resnext101-32x4d)  |TensorFlow  | Yes  | Yes  | Yes  | -  | -  | -  | -  | Yes  | - |