[AutoML Vision] Updates for addressing run failures (#2883)

* updates for addressing run failures * updates for addressing run failures * revert accidental metadata changes
Azure · Dec 5, 2023 · 9965308 · 9965308
1 parent 20a2287
commit 9965308
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Showing 3 changed files with 8 additions and 8 deletions.
diff --git a/...ltilabel-task-fridge-items/automl-image-classification-multilabel-task-fridge-items.ipynb b/...ltilabel-task-fridge-items/automl-image-classification-multilabel-task-fridge-items.ipynb
@@ -725,7 +725,7 @@
     "    target_column_name=\"label\",\n",
     ")\n",
     "\n",
-    "image_classification_multilabel_job.set_limits(timeout_minutes=70)\n",
+    "image_classification_multilabel_job.set_limits(timeout_minutes=120)\n",
     "\n",
     "image_classification_multilabel_job.set_training_parameters(\n",
     "    model_name=\"microsoft/beit-base-patch16-224-pt22k-ft22k\"\n",
@@ -820,7 +820,7 @@
     ")\n",
     "\n",
     "image_classification_multilabel_job.set_limits(\n",
-    "    timeout_minutes=60,\n",
+    "    timeout_minutes=120,\n",
     "    max_trials=10,\n",
     "    max_concurrent_trials=2,\n",
     ")\n",

diff --git a/...segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb b/...segmentation-task-fridge-items/automl-image-instance-segmentation-task-fridge-items.ipynb
@@ -840,7 +840,7 @@
     "image_instance_segmentation_job.set_limits(timeout_minutes=60)\n",
     "\n",
     "image_instance_segmentation_job.set_training_parameters(\n",
-    "    model_name=\"mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco\"\n",
+    "    model_name=\"mask-rcnn_swin-t-p4-w7_fpn_1x_coco\"\n",
     ")"
    ]
   },
@@ -1062,7 +1062,7 @@
     "            min_size=Choice([600, 800]),\n",
     "        ),\n",
     "        SearchSpace(\n",
-    "            model_name=Choice([\"mmd-3x-mask-rcnn_swin-t-p4-w7_fpn_1x_coco\"]),\n",
+    "            model_name=Choice([\"mask-rcnn_swin-t-p4-w7_fpn_1x_coco\"]),\n",
     "            learning_rate=Uniform(0.00001, 0.0001),\n",
     "            number_of_epochs=Choice([10, 15]),\n",
     "        ),\n",

diff --git a/...-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb b/...-object-detection-task-fridge-items/automl-image-object-detection-task-fridge-items.ipynb
@@ -803,7 +803,7 @@
     "\n",
     "# Pass the fixed settings or parameters\n",
     "image_object_detection_job.set_training_parameters(\n",
-    "    model_name=\"mmd-3x-vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco\"\n",
+    "    model_name=\"vfnet_r50-mdconv-c3-c5_fpn_ms-2x_coco\"\n",
     ")"
    ]
   },
@@ -1087,8 +1087,8 @@
     "        SearchSpace(\n",
     "            model_name=Choice(\n",
     "                [\n",
-    "                    \"mmd-3x-deformable-detr_refine_twostage_r50_16xb2-50e_coco\",\n",
-    "                    \"mmd-3x-sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco\",\n",
+    "                    \"deformable-detr_refine_twostage_r50_16xb2-50e_coco\",\n",
+    "                    \"sparse-rcnn_r50_fpn_300-proposals_crop-ms-480-800-3x_coco\",\n",
     "                ]\n",
     "            ),\n",
     "            learning_rate=Uniform(0.00001, 0.0001),\n",
@@ -1118,7 +1118,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 20,
    "metadata": {
     "tags": [
      "validation-remove"