Merge pull request #280039 from fbsolo-ms1/release-build-azure-ai-studio

Update azure-machine-learning-ci-image-release-notes.md, as requested…

Author: prmerger-automator[bot]

articles/machine-learning/azure-machine-learning-ci-image-release-notes.md

@@ -7,8 +7,8 @@ services: machine-learning
 ms.service: machine-learning
 ms.subservice: core
 ms.author: deeikele
-ms.reviewer: larryfr
-ms.date: 9/30/2022
+ms.reviewer: fsolomon
+ms.date: 07/03/2024
 ms.topic: reference
 ---
 
@@ -20,6 +20,29 @@ Azure Machine Learning checks and validates any machine learning packages that m
 
 Main updates provided with each image version are described in the below sections.
 
+## July 3, 2024
+
+Image Version: `24.06.10`
+SDK Version: `1.56.0`
+
+Issue fixed: Compute Instance 20.04 image build with SDK 1.56.0
+
+Major: Image Version: `24.06.10`
+
+SDK （azureml-core): `1.56.0`
+
+Python: `3.9`
+CUDA: `12.2`
+CUDnn==9.1.1
+Nvidia Driver: `535.171.04`
+PyTorch: `1.13.1`
+TensorFlow: `2.15.0`
+
+autokeras==1.0.16
+keras=2.15.0
+ray==2.2.0
+docker version==24.0.9-1
+
 ## Feb 16, 2024
 Version: `24.01.30`
 
@@ -32,7 +55,7 @@ Main environment specific updates:
 - N/A
 
 ## June 30, 2023
-Version: `23.06.30` 
+Version: `23.06.30`
 
 Main changes: