diff --git a/pipelines/azurepipeline/code/deploy/deploy.sh b/pipelines/azurepipeline/code/deploy/deploy.sh
index b5252885..9c6daf5d 100644
--- a/pipelines/azurepipeline/code/deploy/deploy.sh
+++ b/pipelines/azurepipeline/code/deploy/deploy.sh
@@ -17,4 +17,4 @@ while getopts "m:n:i:d:s:p:u:r:w:t:b:" option;
     esac
 done
 az login --service-principal --username ${SERVICE_PRINCIPAL_ID} --password ${SERVICE_PRINCIPAL_PASSWORD} -t $TENANT_ID
-az ml model deploy -n $MODEL_NAME -m ${MODEL}:1 --ic $INFERENCE_CONFIG --pi ${BASE_PATH}/model/myprofileresult.json --dc $DEPLOYMENTCONFIG -w $WORKSPACE -g $RESOURCE_GROUP --overwrite -v
\ No newline at end of file
+az ml model deploy -n $MODEL_NAME -m ${MODEL}:26 --ic $INFERENCE_CONFIG --pi ${BASE_PATH}/myprofileresult.json --dc $DEPLOYMENTCONFIG -w $WORKSPACE -g $RESOURCE_GROUP --overwrite -v
\ No newline at end of file
diff --git a/pipelines/azurepipeline/code/deploy/score.py b/pipelines/azurepipeline/code/deploy/score.py
index 67223872..610085b7 100644
--- a/pipelines/azurepipeline/code/deploy/score.py
+++ b/pipelines/azurepipeline/code/deploy/score.py
@@ -41,7 +41,7 @@ def run(raw_data):
     inference_time = datetime.timedelta(seconds=current_time - prev_time)
     payload = {
         'time': inference_time.total_seconds(),
-        'prediction': 'burrito' if o < 0.5 else 'tacos',
+        'prediction': 'burrito' if o > 0.5 else 'tacos',
         'scores': str(o)
     }
 
diff --git a/pipelines/azurepipeline/code/profile/profile.sh b/pipelines/azurepipeline/code/profile/profile.sh
index 22e3efba..af8e3f71 100644
--- a/pipelines/azurepipeline/code/profile/profile.sh
+++ b/pipelines/azurepipeline/code/profile/profile.sh
@@ -16,5 +16,6 @@ while getopts "m:n:i:d:s:p:u:r:w:t:b:" option;
     esac
 done
 az login --service-principal --username ${SERVICE_PRINCIPAL_ID} --password ${SERVICE_PRINCIPAL_PASSWORD} -t $TENANT_ID
-az ml model profile -n $PROFILE_NAME -m ${MODEL}:1 --ic $INFERENCE_CONFIG -d $DATA -t myprofileresult.json -w $WORKSPACE -g $RESOURCE_GROUP
-mv myprofileresult.json ${BASE_PATH}/model/myprofileresult.json
\ No newline at end of file
+az ml model profile -n $PROFILE_NAME -m ${MODEL}:26 --ic $INFERENCE_CONFIG -d $DATA -t myprofileresult.json -w $WORKSPACE -g $RESOURCE_GROUP
+mv myprofileresult.json ${BASE_PATH}/myprofileresult.json
+echo ${BASE_PATH}
\ No newline at end of file
diff --git a/pipelines/azurepipeline/code/profile/score.py b/pipelines/azurepipeline/code/profile/score.py
index 67223872..610085b7 100644
--- a/pipelines/azurepipeline/code/profile/score.py
+++ b/pipelines/azurepipeline/code/profile/score.py
@@ -41,7 +41,7 @@ def run(raw_data):
     inference_time = datetime.timedelta(seconds=current_time - prev_time)
     payload = {
         'time': inference_time.total_seconds(),
-        'prediction': 'burrito' if o < 0.5 else 'tacos',
+        'prediction': 'burrito' if o > 0.5 else 'tacos',
         'scores': str(o)
     }