[[["容易理解","easyToUnderstand","thumb-up"],["確實解決了我的問題","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["難以理解","hardToUnderstand","thumb-down"],["資訊或程式碼範例有誤","incorrectInformationOrSampleCode","thumb-down"],["缺少我需要的資訊/範例","missingTheInformationSamplesINeed","thumb-down"],["翻譯問題","translationIssue","thumb-down"],["其他","otherDown","thumb-down"]],["上次更新時間:2025-09-04 (世界標準時間)。"],[],[],null,["# Custom training autologging: Notebook\n\nAs a data scientist experimenting with large models, you need a way to run\nexperiments on a scalable training service to log parameters and metrics.\nThis enables reproducibility.\n\nWith Vertex AI training and experiments autologging integration,\nyou can run your ML experiments at scale and autolog their parameters and\nmetrics by using the `enable_autolog` argument.\n\nNotebook: Vertex AI Experiments: Custom training autologging - Local script\n---------------------------------------------------------------------------\n\n| To see an example of getting started with custom autologging with a local script,\n| run the \"Vertex AI Experiments: Autologging\" notebook in one of the following\n| environments:\n|\n| [Open in Colab](https://colab.research.google.com/github/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/experiments/get_started_with_custom_training_autologging_local_script.ipynb)\n|\n|\n| \\|\n|\n| [Open in Colab Enterprise](https://console.cloud.google.com/vertex-ai/colab/import/https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fofficial%2Fexperiments%2Fget_started_with_custom_training_autologging_local_script.ipynb)\n|\n|\n| \\|\n|\n| [Open\n| in Vertex AI Workbench](https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fofficial%2Fexperiments%2Fget_started_with_custom_training_autologging_local_script.ipynb)\n|\n|\n| \\|\n|\n| [View on GitHub](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/experiments/get_started_with_custom_training_autologging_local_script.ipynb)\n\nThis tutorial uses the following Google Cloud ML services and resources:\n\n- Vertex AI Experiments\n- Vertex AI training\n\nThe steps performed include:\n\n1. Formalize model experiment in a script.\n2. Run model training using local script on Vertex AI training.\n3. Check out ML experiment parameters and metrics in Vertex AI Experiments.\n\nRelevant content\n----------------\n\n- [Run training job with experiment tracking](/vertex-ai/docs/experiments/run-training-job-experiments)"]]