Merge pull request #210388 from jesscioffi/main

Update resource-curated-environments.md

Author: prmerger-automator[bot]

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

@@ -37,16 +37,17 @@ This article lists the curated environments with latest framework versions in Az
 > The preview version is provided without a service level agreement, and it's not recommended for production workloads. Certain features might not be supported or might have constrained capabilities.
 > For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/).
 
-### Azure Curated Environment for PyTorch (preview)
+### Azure Container for PyTorch (ACPT) (preview)
 
-**Description**: The Azure Curated Environment for PyTorch is optimized for large, distributed deep learning workloads. it comes pre-packaged with the best of Microsoft technologies for accelerated training, e.g., OnnxRuntime Training (ORT), DeepSpeed, MSCCL, etc. 
+**Name**: AzureML-ACPT-pytorch-1.11-py38-cuda11.5-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-cuda11.3-gpu | Ubuntu 20.04  | cu113 | 3.8 | 1.11.0 | 1.11.1 | 0.7.1 | 1.11.0 | 
-| 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-cuda11.5-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 |
 
 ### PyTorch