Add torch 1.12.1 ACPT curated env

Add pytorch 1.12.1 ACPT curated env for python 3.8 and 3.9
Also, update the package versions for other ACPT curated images

Author: sheetalarkadam

articles/machine-learning/resource-curated-environments.md

@@ -39,15 +39,17 @@ This article lists the curated environments with latest framework versions in Az
 
 ### Azure Container for PyTorch (ACPT) (preview)
 
-**Name**: AzureML-ACPT-pytorch-1.11-py38-cuda11.5-gpu  
+**Name**: AzureML-ACPT-pytorch-1.12-py39-cuda11.6-gpu  
 **Description**: The Azure Curated Environment for PyTorch is our latest PyTorch curated environment. It is optimized for large, distributed deep learning workloads and comes pre-packaged with the best of Microsoft technologies for accelerated training, e.g., OnnxRuntime Training (ORT), DeepSpeed, MSCCL, etc. 
 
 The following configurations are supported: 
 
 | Environment Name | OS | GPU Version| Python Version | PyTorch Version | ORT-training Version | DeepSpeed Version | torch-ort Version | 
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| AzureML-ACPT-pytorch-1.11-py38-cuda11.5-gpu | Ubuntu 20.04  | cu115 | 3.8 | 1.11.0 | 1.11.1 | 0.7.1 | 1.11.0 | 
-| AzureML-ACPT-pytorch-1.11-py38-cuda11.3-gpu | Ubuntu 20.04  | cu113 | 3.8 | 1.11.0 | 1.11.1 | 0.7.1 | 1.11.0 |
+| AzureML-ACPT-pytorch-1.12-py39-cuda11.6-gpu | Ubuntu 20.04  | cu116 | 3.9 | 1.12.1 | 1.13.1 | 0.7.3 | 1.13.1 |
+| AzureML-ACPT-pytorch-1.12-py38-cuda11.6-gpu | Ubuntu 20.04  | cu116 | 3.8 | 1.12.1 | 1.13.1 | 0.7.3 | 1.13.1 |
+| AzureML-ACPT-pytorch-1.11-py38-cuda11.5-gpu | Ubuntu 20.04  | cu115 | 3.8 | 1.11.0 | 1.11.1 | 0.7.3 | 1.11.0 | 
+| AzureML-ACPT-pytorch-1.11-py38-cuda11.3-gpu | Ubuntu 20.04  | cu113 | 3.8 | 1.11.0 | 1.11.1 | 0.7.3 | 1.11.0 |
 
 ### PyTorch