mirror of
https://github.com/GoogleCloudPlatform/vertex-ai-samples.git
synced 2026-09-26 22:51:56 +00:00
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16
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59a220cb58 |
@@ -278,6 +278,8 @@
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"outputs": [],
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"source": [
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"import base64\n",
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"import os\n",
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"from datetime import datetime\n",
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"from io import BytesIO\n",
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"\n",
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"import cv2\n",
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@@ -410,6 +412,13 @@
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"# for a full list of training arguments.\n",
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"model = job.run(\n",
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" args=[\n",
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" f\"--num_machines={num_nodes}\",\n",
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" f\"--num_processes={num_gpus}\",\n",
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" \"--machine_rank=0\",\n",
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" \"--mixed_precision=no\",\n",
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" \"--gpu_ids=all\",\n",
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" \"--same_network\",\n",
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" \"--dynamo_backend=no\",\n",
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" \"controlnet/train_controlnet.py\",\n",
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" \"--tracker_project_name=train_controlnet\",\n",
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" f\"--pretrained_model_name_or_path={stable_diffusion_model_id}\",\n",
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@@ -520,11 +529,11 @@
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},
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"outputs": [],
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"source": [
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"# Delete models.\n",
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"model.delete()\n",
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"\n",
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"# Undeploy model and delete endpoint.\n",
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"endpoint.delete(force=True)"
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"endpoint.delete(force=True)\n",
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"\n",
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"# Delete models.\n",
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"model.delete()"
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]
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},
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{
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+1
-1
@@ -1458,7 +1458,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ1 Vertex SDK AutoML Image Classification.ipynb",
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"name": "sdk-automl-image-classification-batch-online.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
-1
@@ -1454,7 +1454,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ5 Vertex SDK AutoML Image Object Detection.ipynb",
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"name": "sdk-automl-image-object-detection-batch-online.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+3
-2
@@ -633,8 +633,9 @@
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" gcs_source=[IMPORT_FILE],\n",
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" import_schema_uri=aip.schema.dataset.ioformat.video.object_tracking,\n",
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")\n",
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"if os.getenv('IS_TESTING'):\n",
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"if os.getenv(\"IS_TESTING\"):\n",
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" import time\n",
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"\n",
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" time.sleep(30)\n",
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"\n",
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"print(dataset.resource_name)"
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@@ -1251,7 +1252,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ15 Vertex SDK AutoML Object Tracking.ipynb",
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"name": "sdk-automl-object-tracking-batch-prediction.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+4
-4
@@ -34,18 +34,18 @@
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"<table align=\"left\">\n",
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"\n",
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" <td>\n",
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" <a href=\"https://colab.research.google.com/github/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/migration/UJ4 Vertex SDK AutoML Tabular Binary Classification.ipynb\">\n",
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" <a href=\"https://colab.research.google.com/github/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/migration/sdk-automl-tabular-binary-classification-online-prediction.ipynb\">\n",
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" <img src=\"https://cloud.google.com/ml-engine/images/colab-logo-32px.png\" alt=\"Colab logo\"> Run in Colab\n",
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" </a>\n",
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" </td>\n",
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" <td>\n",
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" <a href=\"https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/migration/UJ4 Vertex SDK AutoML Tabular Binary Classification.ipynb\">\n",
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" <a href=\"https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/migration/sdk-automl-tabular-binary-classification-online-prediction.ipynb\">\n",
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" <img src=\"https://cloud.google.com/ml-engine/images/github-logo-32px.png\" alt=\"GitHub logo\">\n",
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" View on GitHub\n",
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" </a>\n",
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" </td>\n",
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" <td>\n",
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" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/official/migration/UJ4 Vertex SDK AutoML Tabular Binary Classification.ipynb\">\n",
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" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/official/migration/sdk-automl-tabular-binary-classification-online-prediction.ipynb\">\n",
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" <img src=\"https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32\" alt=\"Vertex AI logo\">\n",
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" Open in Vertex AI Workbench\n",
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" </a>\n",
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@@ -1410,7 +1410,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ4 Vertex SDK AutoML Tabular Binary Classification.ipynb",
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"name": "sdk-automl-tabular-binary-classification-online-prediction.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
-1
@@ -1337,7 +1337,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ6 Vertex SDK AutoML Text Classification.ipynb",
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"name": "sdk-automl-text-classification-batch-prediction.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
-1
@@ -1428,7 +1428,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ7 Vertex SDK AutoML Text Entity Extraction.ipynb",
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"name": "sdk-automl-text-entity-extraction-batch-prediction.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
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@@ -1413,7 +1413,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ8 Vertex SDK AutoML Text Sentiment Analysis.ipynb",
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"name": "sdk-automl-text-sentiment-analysis-batch-prediction.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
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],
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"metadata": {
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"colab": {
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"name": "UJ14 Vertex SDK AutoML Video Classification.ipynb",
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"name": "sdk-automl-video-classification-batch-prediction.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
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@@ -1899,7 +1899,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ3 Vertex SDK Custom Image Classification with custom training container.ipynb",
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"name": "sdk-custom-image-classification-custom-container.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
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@@ -2005,7 +2005,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ2,12 Vertex SDK Custom Image Classification with pre-built training container.ipynb",
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"name": "sdk-custom-image-classification-prebuilt-container.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
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@@ -1577,7 +1577,7 @@
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],
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"metadata": {
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"colab": {
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"name": "UJ10 Vertex SDK Custom Scikit-Learn with pre-built training container.ipynb",
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"name": "sdk-custom-scikit-learn-prebuilt-container.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
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],
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"metadata": {
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"colab": {
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"name": "UJ9 Vertex SDK Custom XGBoost with pre-built training container.ipynb",
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"name": "sdk-custom-xgboost-prebuilt-container.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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+1
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],
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"metadata": {
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"colab": {
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"name": "UJ11 Vertex SDK Hyperparameter Tuning.ipynb",
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"name": "sdk-hyperparameter-tuning.ipynb",
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"toc_visible": true
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},
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"kernelspec": {
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@@ -265,7 +265,7 @@
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"source": [
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"# Install Python package dependencies.\n",
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"print(\"Installing libraries\")\n",
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"! pip3 install {USER_FLAG} --quiet google-cloud-pipeline-components kfp\n",
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"! pip3 install {USER_FLAG} --quiet 'google-cloud-pipeline-components==1.0.20' 'kfp<2'\n",
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"! pip3 install {USER_FLAG} --quiet --upgrade google-cloud-aiplatform google-cloud-bigquery"
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]
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},
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