[SIM/TF2] Main readme updated

README.md

@@ -60,11 +60,12 @@ These examples, along with our NVIDIA deep learning software stack, are provided
 | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |------------- |------------- |------------- |------------- |------------- |
 | [DLRM](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Recommendation/DLRM) |PyTorch  | Yes  | Yes  | Yes  | -  |  -  | Yes  | [Yes](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Recommendation/DLRM/triton)  | Yes | [Yes](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Recommendation/DLRM/notebooks) |
 | [DLRM](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow2/Recommendation/DLRM) | TensorFlow2  | Yes  | Yes  | Yes  | Yes  |  -  | -  | - | Yes | - |
-| [NCF](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Recommendation/NCF) |PyTorch  | Yes  | Yes  | Yes  | -  |  -  |-  | -  | -  | - |
+| [NCF](https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Recommendation/NCF) | PyTorch  | Yes  | Yes  | Yes  | -  |  -  |-  | -  | -  | - |
 | [Wide&Deep](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Recommendation/WideAndDeep) | TensorFlow  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | Yes  | - |
 | [Wide&Deep](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow2/Recommendation/WideAndDeep) | TensorFlow2  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | Yes  | - |
-| [NCF](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Recommendation/NCF) |TensorFlow  | Yes  | Yes  | Yes  | -  | -  | -  | - | Yes | - |
-| [VAE-CF](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Recommendation/VAE-CF) |TensorFlow  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | -  | - |
+| [NCF](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Recommendation/NCF) | TensorFlow  | Yes  | Yes  | Yes  | -  | -  | -  | - | Yes | - |
+| [VAE-CF](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Recommendation/VAE-CF) | TensorFlow  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | -  | - |
+| [SIM](https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow/Recommendation/SIM) | TensorFlow2  | Yes  | Yes  | Yes  | -  | -  |   -  | -  | Yes  | - |
 
 
 ## Speech to Text

TensorFlow2/Recommendation/SIM/README.md

@@ -372,7 +372,7 @@ The following section lists the requirements that you need to meet in order to s
 
 This repository contains a Dockerfile that extends the TensorFflow2 NGC container and encapsulates some dependencies. Aside from these dependencies, ensure you have the following components:
 - [NVIDIA Docker](https://github.com/NVIDIA/nvidia-docker)
-- [TensorFlow2 21.10-py3](https://ngc.nvidia.com/catalog/containers/nvidia:tensorflow/tags) NGC container (@Tomek, don't we use nvcr.io/nvidia/merlin/merlin-tensorflow-training:22.01 ?)
+- [TensorFlow2 21.10-py3](https://ngc.nvidia.com/catalog/containers/nvidia:tensorflow/tags) NGC container
 - Supported GPUs:
   - [NVIDIA Volta architecture](https://www.nvidia.com/en-us/data-center/volta-gpu-architecture/)
   - [NVIDIA Ampere architecture](https://www.nvidia.com/en-us/data-center/nvidia-ampere-gpu-architecture/)