updating azure-ai-ml version to 1.23.1 or greater (#3499)

Author: achauhan-scc

best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/environment/context/Dockerfile

@@ -24,7 +24,7 @@ RUN pip install 'ipykernel~=6.0' \
 				'py-spy==0.3.12' \
 		        'debugpy~=1.6.3'
 RUN pip install \
-	azure-ai-ml==1.2.0 \
+	azure-ai-ml>=1.23.1 \
         azureml-inference-server-http~=0.7.0 \
         inference-schema~=1.4.2.1 \
         MarkupSafe==2.0.1 \

cli/foundation-models/system/finetune/image-classification/multiclass-classification/hftransformers-fridgeobjects-multiclass-classification.sh

@@ -44,7 +44,7 @@ finetuning_pipeline_component="transformers_image_classification_pipeline"
 process_count_per_instance=$gpus_per_node # set to the number of GPUs available in the compute
 
 # 1. Install dependencies
-pip install azure-ai-ml==1.8.0
+pip install azure-ai-ml>=1.23.1
 pip install azure-identity==1.13.0
 
 # 2. Setup pre-requisites

cli/foundation-models/system/finetune/image-classification/multilabel-classification/hftransformers-fridgeobjects-multilabel-classification.sh

@@ -45,7 +45,7 @@ finetuning_pipeline_component="transformers_image_classification_pipeline"
 process_count_per_instance=$gpus_per_node # set to the number of GPUs available in the compute
 
 # 1. Install dependencies
-pip install azure-ai-ml==1.8.0
+pip install azure-ai-ml>=1.23.1
 pip install azure-identity==1.13.0
 
 # 2. Setup pre-requisites

cli/foundation-models/system/finetune/image-instance-segmentation/mmdetection-fridgeobjects-instance-segmentation.sh

@@ -45,7 +45,7 @@ finetuning_pipeline_component="mmdetection_image_objectdetection_instancesegment
 process_count_per_instance=$gpus_per_node # set to the number of GPUs available in the compute
 
 # 1. Install dependencies
-pip install azure-ai-ml==1.8.0
+pip install azure-ai-ml>=1.23.1
 pip install azure-identity==1.13.0
 
 # 2. Setup pre-requisites

cli/foundation-models/system/finetune/image-object-detection/mmdetection-fridgeobjects-detection.sh

@@ -44,7 +44,7 @@ finetuning_pipeline_component="mmdetection_image_objectdetection_instancesegment
 process_count_per_instance=$gpus_per_node # set to the number of GPUs available in the compute
 
 # 1. Install dependencies
-pip install azure-ai-ml==1.8.0
+pip install azure-ai-ml>=1.23.1
 pip install azure-identity==1.13.0
 
 # 2. Setup pre-requisites

cli/foundation-models/system/finetune/text-to-image/diffusers-dreambooth-dog-text-to-image.sh

@@ -40,7 +40,7 @@ process_count_per_instance=$gpus_per_node # set to the number of GPUs available
 instance_count=$instance_count
 
 # 1. Install dependencies
-pip install azure-ai-ml==1.8.0
+pip install azure-ai-ml>=1.23.1
 pip install azure-identity==1.13.0
 
 # 2. Setup pre-requisites

cli/foundation-models/system/finetune/video-multi-object-tracking/mmtracking-mot17tiny-mot.sh

@@ -30,7 +30,7 @@ mmtracking_sample_request_data="./sample_request_data.json"
 finetuning_pipeline_component="mmtracking_video_multi_object_tracking_pipeline"
 
 # 1. Install dependencies
-pip install azure-ai-ml==1.8.0
+pip install azure-ai-ml>=1.23.1
 pip install azure-identity==1.13.0
 
 # 2. Setup pre-requisites

sdk/python/endpoints/online/llm/langchain/deployments/env.yml

@@ -3,7 +3,7 @@ dependencies:
   - python=3.9
   - pip=21.2.4
   - pip:
-    - azure-ai-ml==1.5.0
+    - azure-ai-ml>=1.23.1
     - azure-core==1.26.4
     - azure-identity==1.13.0b3
     - azureml-inference-server-http

sdk/python/endpoints/online/llm/langchain/requirements.txt

@@ -1,4 +1,4 @@
-azure-ai-ml==1.5.0
+azure-ai-ml>=1.23.1
 azure-core==1.26.4
 azure-identity==1.13.0b3
 azureml-inference-server-http

sdk/python/endpoints/online/llm/src/sk/requirements.txt

@@ -4,6 +4,6 @@ flask[async]
 azure-keyvault
 azure-keyvault-secrets
 azure-mgmt-keyvault
-azure-ai-ml==1.23.1
+azure-ai-ml>=1.23.1
 pyyaml
 azure-cli

sdk/python/foundation-models/system/finetune/image-classification/multiclass-classification/hftransformers-fridgeobjects-multiclass-classification.ipynb

@@ -43,7 +43,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install azure-ai-ml==1.8.0\n",
+    "! pip install azure-ai-ml>=1.23.1\n",
     "! pip install azure-identity==1.13.0"
    ]
   },

sdk/python/foundation-models/system/finetune/image-classification/multilabel-classification/hftransformers-fridgeobjects-multilabel-classification.ipynb

@@ -43,7 +43,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install azure-ai-ml==1.8.0\n",
+    "! pip install azure-ai-ml>=1.23.1\n",
     "! pip install azure-identity==1.13.0"
    ]
   },

sdk/python/foundation-models/system/finetune/image-instance-segmentation/mmdetection-fridgeobjects-instance-segmentation.ipynb

@@ -43,7 +43,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install azure-ai-ml==1.8.0\n",
+    "! pip install azure-ai-ml>=1.23.1\n",
     "! pip install azure-identity==1.13.0"
    ]
   },

sdk/python/foundation-models/system/finetune/image-object-detection/mmdetection-fridgeobjects-object-detection.ipynb

@@ -43,7 +43,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install azure-ai-ml==1.8.0\n",
+    "! pip install azure-ai-ml>=1.23.1\n",
     "! pip install azure-identity==1.13.0"
    ]
   },

sdk/python/foundation-models/system/finetune/text-to-image/diffusers-dreambooth-dog-text-to-image.ipynb

@@ -43,7 +43,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install azure-ai-ml==1.8.0\n",
+    "! pip install azure-ai-ml>=1.23.1\n",
     "! pip install azure-identity==1.13.0"
    ]
   },

sdk/python/foundation-models/system/finetune/video-multi-object-tracking/mmtracking-video-multi-object-tracking.ipynb

@@ -43,7 +43,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install azure-ai-ml==1.8.0\n",
+    "! pip install azure-ai-ml>=1.23.1\n",
     "! pip install azure-identity==1.13.0"
    ]
   },