[Vision & Multimodal] Example Updates (#3179)

* adding continue_on_step_failure False and force_rerun True for vision pipelines * adding continue_on_step_failure False and force_rerun True for vision pipelines * adding continue_on_step_failure False and force_rerun True for vision pipelines * Model version updates * Model version updates
Azure · May 21, 2024 · 38bcd71 · 38bcd71
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diff --git a/...models/system/finetune/image-classification/multiclass-classification/readme.md b/...models/system/finetune/image-classification/multiclass-classification/readme.md
@@ -7,8 +7,8 @@ For using this component, run the shell script file `bash ./hftransformers-fridg
 Currently following models are supported:
 | Model Name | Source |
 | ------ | ---------- |
-| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/11) | azureml registry |
-| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/11) | azureml registry |
-| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/10) | azureml registry |
-| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/10) | azureml registry |
+| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/19) | azureml registry |
+| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/20) | azureml registry |
+| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/19) | azureml registry |
+| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/17) | azureml registry |
 | [Image classification models from Huggingface's Transformer library](https://huggingface.co/models?pipeline_tag=image-classification&library=transformers)| HuggingFace |
diff --git a/...models/system/finetune/image-classification/multilabel-classification/readme.md b/...models/system/finetune/image-classification/multilabel-classification/readme.md
@@ -7,8 +7,8 @@ For using this component, run the shell script file `bash ./hftransformers-fridg
 Currently following models are supported:
 | Model Name | Source |
 | ------ | ---------- |
-| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/11) | azureml registry |
-| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/11) | azureml registry |
-| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/10) | azureml registry |
-| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/10) | azureml registry |
+| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/19) | azureml registry |
+| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/20) | azureml registry |
+| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/19) | azureml registry |
+| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/17) | azureml registry |
 | [Image classification models from Huggingface's Transformer library](https://huggingface.co/models?pipeline_tag=image-classification&library=transformers)| HuggingFace |
diff --git a/cli/foundation-models/system/finetune/image-instance-segmentation/readme.md b/cli/foundation-models/system/finetune/image-instance-segmentation/readme.md
@@ -7,5 +7,5 @@ For using this component for instance segmentation, run the shell script file `b
 Currently following models are supported:
 | Model Name | Source |
 | :------------: | :-------:  |
-| [mask-rcnn_swin-t-p4-w7_fpn_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco/version/8) | azureml registry |
+| [mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco/version/14) | azureml registry |
 | [Image instance-segmentation models from MMDetection](https://github.com/open-mmlab/mmdetection/blob/v3.1.0/docs/en/model_zoo.md) | MMDetection |
diff --git a/cli/foundation-models/system/finetune/image-object-detection/readme.md b/cli/foundation-models/system/finetune/image-object-detection/readme.md
@@ -5,12 +5,13 @@ You can launch a sample pipeline for image object detection using `mmdetection_i
 For using this component for object detection, run the shell script file `bash ./mmdetection-fridgeobjects-detection.sh`.
 
 Currently following models are supported:
+
 | Model Name | Source |
 | :------------: | :-------:  |
-| [deformable-detr_refine_twostage_r50_16xb2-50e_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-deformable-detr_refine_twostage_r50_16xb2-50e_coco/version/8) | azureml registry |
-| [sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco/version/8) | azureml registry |
-| [sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco/version/8) | azureml registry |
-| [vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco/version/8) | azureml registry |
-| [vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco/version/8) | azureml registry |
-| [yolof_r50_c5_8x8_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-yolof_r50_c5_8x8_1x_coco/version/8) | azureml registry |
+| [mmd-3x-deformable-detr_refine_twostage_r50_16xb2-50e_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-deformable-detr_refine_twostage_r50_16xb2-50e_coco/version/12) | azureml registry |
+| [mmd-3x-sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco/version/12) | azureml registry |
+| [mmd-3x-sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco/version/12) | azureml registry |
+| [mmd-3x-vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco/version/12) | azureml registry |
+| [mmd-3x-vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco/version/12) | azureml registry |
+| [mmd-3x-yolof_r50_c5_8x8_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-yolof_r50_c5_8x8_1x_coco/version/12) | azureml registry |
 | [Image object detection models from MMDetection](https://github.com/open-mmlab/mmdetection/blob/v3.1.0/docs/en/model_zoo.md) | MMDetection |
diff --git a/...tion/image-classification/multiclass-classification/image-multiclass-classification.ipynb b/...tion/image-classification/multiclass-classification/image-multiclass-classification.ipynb
@@ -220,7 +220,7 @@
     "]\n",
     "for model in registry_models:\n",
     "    all_models = registry_ml_client.models.list(model[\"name\"])\n",
-    "    latest_model = max(all_models, key=lambda x: x.version)\n",
+    "    latest_model = max(all_models, key=lambda x: int(x.version))\n",
     "    print(latest_model.id)"
    ]
   },

diff --git a/...tion/image-classification/multilabel-classification/image-multilabel-classification.ipynb b/...tion/image-classification/multilabel-classification/image-multilabel-classification.ipynb
@@ -221,7 +221,7 @@
     "]\n",
     "for model in registry_models:\n",
     "    all_models = registry_ml_client.models.list(model[\"name\"])\n",
-    "    latest_model = max(all_models, key=lambda x: x.version)\n",
+    "    latest_model = max(all_models, key=lambda x: int(x.version))\n",
     "    print(latest_model.id)"
    ]
   },

diff --git a/...on-models/system/evaluation/image-instance-segmentation/image-instance-segmentation.ipynb b/...on-models/system/evaluation/image-instance-segmentation/image-instance-segmentation.ipynb
@@ -219,7 +219,7 @@
     "]\n",
     "for model in registry_models:\n",
     "    all_models = registry_ml_client.models.list(model[\"name\"])\n",
-    "    latest_model = max(all_models, key=lambda x: x.version)\n",
+    "    latest_model = max(all_models, key=lambda x: int(x.version))\n",
     "    print(latest_model.id)"
    ]
   },

diff --git a/...n/foundation-models/system/evaluation/image-object-detection/image-object-detection.ipynb b/...n/foundation-models/system/evaluation/image-object-detection/image-object-detection.ipynb
@@ -220,7 +220,7 @@
     "]\n",
     "for model in registry_models:\n",
     "    all_models = registry_ml_client.models.list(model[\"name\"])\n",
-    "    latest_model = max(all_models, key=lambda x: x.version)\n",
+    "    latest_model = max(all_models, key=lambda x: int(x.version))\n",
     "    print(latest_model.id)"
    ]
   },

diff --git a/...on/multiclass-classification/hftransformers-fridgeobjects-multiclass-classification.ipynb b/...on/multiclass-classification/hftransformers-fridgeobjects-multiclass-classification.ipynb
@@ -235,10 +235,10 @@
     "\n",
     "| Model Name | Source |\n",
     "| ------ | ---------- |\n",
-    "| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/11) | azureml registry |\n",
-    "| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/11) | azureml registry |\n",
-    "| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/10) | azureml registry |\n",
-    "| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/10) | azureml registry |\n",
+    "| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/19) | azureml registry |\n",
+    "| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/20) | azureml registry |\n",
+    "| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/19) | azureml registry |\n",
+    "| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/17) | azureml registry |\n",
     "| [Image classification models from Huggingface's Transformer library](https://huggingface.co/models?pipeline_tag=image-classification&library=transformers)| HuggingFace |"
    ]
   },

diff --git a/...on/multilabel-classification/hftransformers-fridgeobjects-multilabel-classification.ipynb b/...on/multilabel-classification/hftransformers-fridgeobjects-multilabel-classification.ipynb
@@ -236,10 +236,10 @@
     "\n",
     "| Model Name | Source |\n",
     "| ------ | ---------- |\n",
-    "| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/11) | azureml registry |\n",
-    "| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/11) | azureml registry |\n",
-    "| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/10) | azureml registry |\n",
-    "| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/10) | azureml registry |\n",
+    "| [microsoft-beit-base-patch16-224-pt22k-ft22k](https://ml.azure.com/registries/azureml/models/microsoft-beit-base-patch16-224-pt22k-ft22k/version/19) | azureml registry |\n",
+    "| [microsoft-swinv2-base-patch4-window12-192-22k](https://ml.azure.com/registries/azureml/models/microsoft-swinv2-base-patch4-window12-192-22k/version/20) | azureml registry |\n",
+    "| [facebook-deit-base-patch16-224](https://ml.azure.com/registries/azureml/models/facebook-deit-base-patch16-224/version/19) | azureml registry |\n",
+    "| [google-vit-base-patch16-224](https://ml.azure.com/registries/azureml/models/google-vit-base-patch16-224/version/17) | azureml registry |\n",
     "| [Image classification models from Huggingface's Transformer library](https://huggingface.co/models?pipeline_tag=image-classification&library=transformers)| HuggingFace |"
    ]
   },

diff --git a/...inetune/image-instance-segmentation/mmdetection-fridgeobjects-instance-segmentation.ipynb b/...inetune/image-instance-segmentation/mmdetection-fridgeobjects-instance-segmentation.ipynb
@@ -253,7 +253,7 @@
     "\n",
     "| Model Name | Source |\n",
     "| :------------: | :-------:  |\n",
-    "| [mask-rcnn_swin-t-p4-w7_fpn_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco/version/8) | azureml registry |\n",
+    "| [mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco/version/14) | azureml registry |\n",
     "| [Image instance-segmentation models from MMDetection](https://github.com/open-mmlab/mmdetection/blob/v3.1.0/docs/en/model_zoo.md) | MMDetection |"
    ]
   },

diff --git a/...s/system/finetune/image-object-detection/mmdetection-fridgeobjects-object-detection.ipynb b/...s/system/finetune/image-object-detection/mmdetection-fridgeobjects-object-detection.ipynb
@@ -253,12 +253,12 @@
     "\n",
     "| Model Name | Source |\n",
     "| :------------: | :-------:  |\n",
-    "| [deformable-detr_refine_twostage_r50_16xb2-50e_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-deformable-detr_refine_twostage_r50_16xb2-50e_coco/version/8) | azureml registry |\n",
-    "| [sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco/version/8) | azureml registry |\n",
-    "| [sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco/version/8) | azureml registry |\n",
-    "| [vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco/version/8) | azureml registry |\n",
-    "| [vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco/version/8) | azureml registry |\n",
-    "| [yolof_r50_c5_8x8_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-yolof_r50_c5_8x8_1x_coco/version/8) | azureml registry |\n",
+    "| [mmd-3x-deformable-detr_refine_twostage_r50_16xb2-50e_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-deformable-detr_refine_twostage_r50_16xb2-50e_coco/version/12) | azureml registry |\n",
+    "| [mmd-3x-sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco/version/12) | azureml registry |\n",
+    "| [mmd-3x-sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-sparse-rcnn_r101_fpn_300-proposals_crop-ms-480-800-3x_coco/version/12) | azureml registry |\n",
+    "| [mmd-3x-vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco/version/12) | azureml registry |\n",
+    "| [mmd-3x-vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-vfnet_x101-64x4d-mdconv-c3-c5_fpn_ms-2x_coco/version/12) | azureml registry |\n",
+    "| [mmd-3x-yolof_r50_c5_8x8_1x_coco](https://ml.azure.com/registries/azureml/models/mmd-3x-yolof_r50_c5_8x8_1x_coco/version/12) | azureml registry |\n",
     "| [Image object detection models from MMDetection](https://github.com/open-mmlab/mmdetection/blob/v3.1.0/docs/en/model_zoo.md) | MMDetection |"
    ]
   },

diff --git a/.../system/finetune/video-multi-object-tracking/mmtracking-video-multi-object-tracking.ipynb b/.../system/finetune/video-multi-object-tracking/mmtracking-video-multi-object-tracking.ipynb
@@ -201,8 +201,8 @@
     "\n",
     "| Model Name | Source |\n",
     "| :------------: | :-------:  |\n",
-    "| [bytetrack_yolox_x_crowdhuman-mot17_private-half](https://ml.azure.com/registries/azureml/models/bytetrack_yolox_x_crowdhuman_mot17-private-half/version/3) | azureml registry |\n",
-    "| [ocsort_yolox_x_crowdhuman_mot17-private-half](https://ml.azure.com/registries/azureml/models/ocsort_yolox_x_crowdhuman_mot17-private-half/version/3) | azureml registry |\n",
+    "| [bytetrack_yolox_x_crowdhuman-mot17_private-half](https://ml.azure.com/registries/azureml/models/bytetrack_yolox_x_crowdhuman_mot17-private-half/version/6) | azureml registry |\n",
+    "| [ocsort_yolox_x_crowdhuman_mot17-private-half](https://ml.azure.com/registries/azureml/models/ocsort_yolox_x_crowdhuman_mot17-private-half/version/6) | azureml registry |\n",
     "| [Variants of bytetrack models from MMTracking](https://github.com/open-mmlab/mmtracking/tree/v0.14.0/configs/mot/bytetrack) | MMTracking |"
    ]
   },