From 12153930630af4d98c4b2e7606a09073c20466ee Mon Sep 17 00:00:00 2001 From: Mohd Javed Ansari Date: Tue, 3 Jun 2025 18:31:30 +0530 Subject: [PATCH 1/4] fix bad input error in notebook test --- ...dge-items-automl-image-object-detection-task-fridge-items.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml index 1654c80cdb..da16fd0493 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-object-detection-task-fridge-items-automl-image-object-detection-task-fridge-items.yml @@ -85,6 +85,7 @@ jobs: source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" replace_template_values "automl-image-object-detection-task-fridge-items.ipynb"; + sed -i 's/max_trials=2/max_trials=3/g' automl-image-object-detection-task-fridge-items.ipynb [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-object-detection-task-fridge-items.ipynb automl-image-object-detection-task-fridge-items.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items From e94cd0dea822422c8c0cdd9fb19721fce9527bdb Mon Sep 17 00:00:00 2001 From: Mohd Javed Ansari Date: Wed, 4 Jun 2025 17:13:53 +0530 Subject: [PATCH 2/4] use GPU machine for deployment --- .../automl-image-object-detection-task-fridge-items.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb index 1e622208dc..befe40ca93 100644 --- a/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb +++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb @@ -1495,7 +1495,7 @@ " name=\"od-fridge-items-mlflow-deploy\",\n", " endpoint_name=online_endpoint_name,\n", " model=registered_model.id,\n", - " instance_type=\"Standard_DS4_V2\",\n", + " instance_type=\"Standard_NC6s_v3\",\n", " instance_count=1,\n", " request_settings=req_timeout,\n", " liveness_probe=ProbeSettings(\n", From 155c5633fea788491420aa199e560a188fd5e620 Mon Sep 17 00:00:00 2001 From: Mohd Javed Ansari Date: Wed, 4 Jun 2025 17:17:29 +0530 Subject: [PATCH 3/4] use GPU machine for instance segmentation task deployment --- .../automl-image-instance-segmentation-task-fridge-items.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb b/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb index 2e5b374dd5..018748f006 100644 --- a/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb +++ b/sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb @@ -1450,7 +1450,7 @@ " name=\"is-fridge-items-mlflow-dpl\",\n", " endpoint_name=online_endpoint_name,\n", " model=registered_model.id,\n", - " instance_type=\"Standard_DS4_V2\",\n", + " instance_type=\"Standard_NC6s_v3\",\n", " instance_count=1,\n", " request_settings=req_timeout,\n", " liveness_probe=ProbeSettings(\n", From 026fafb353c6f671ea3b39431f30ad5f0641bed9 Mon Sep 17 00:00:00 2001 From: Mohd Javed Ansari Date: Wed, 2 Jul 2025 13:28:55 +0530 Subject: [PATCH 4/4] fix job timeout issue --- ...tems-automl-image-instance-segmentation-task-fridge-items.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml index acf342626b..d4f15005a8 100644 --- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml +++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-image-instance-segmentation-task-fridge-items-automl-image-instance-segmentation-task-fridge-items.yml @@ -85,6 +85,7 @@ jobs: source "${{ github.workspace }}/infra/bootstrapping/init_environment.sh"; bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json"; bash "${{ github.workspace }}/infra/bootstrapping/sdk_helpers.sh" replace_template_values "automl-image-instance-segmentation-task-fridge-items.ipynb"; + sed -i 's/timeout_minutes=60/timeout_minutes=120/g' automl-image-instance-segmentation-task-fridge-items.ipynb [ -f "../../.azureml/config" ] && cat "../../.azureml/config"; papermill -k python -p compute_name automl-gpu-cluster automl-image-instance-segmentation-task-fridge-items.ipynb automl-image-instance-segmentation-task-fridge-items.output.ipynb working-directory: sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items