From a051bf5172220fd0a18ad4f06a98ff4c58bba93c Mon Sep 17 00:00:00 2001 From: Liz Looney Date: Sat, 30 Sep 2023 16:08:38 -0700 Subject: [PATCH] Added documentation for how to investigate a training failure. --- doc/how_to_investigate_training_failure.md | 47 ++++++++++++++++++ doc/itf_images/ai_jobs.png | Bin 0 -> 269115 bytes doc/itf_images/apply_button.png | Bin 0 -> 9382 bytes doc/itf_images/data_panel.png | Bin 0 -> 79761 bytes doc/itf_images/filter_by_team_number.png | Bin 0 -> 68203 bytes doc/itf_images/filter_documents_button.png | Bin 0 -> 605 bytes doc/itf_images/job_details.png | Bin 0 -> 105890 bytes doc/itf_images/job_details_error_message.png | Bin 0 -> 163919 bytes doc/itf_images/job_details_training_input.png | Bin 0 -> 162752 bytes doc/itf_images/job_details_view_logs.png | Bin 0 -> 164009 bytes doc/itf_images/show_json.png | Bin 0 -> 9772 bytes doc/itf_images/team_entity.png | Bin 0 -> 116679 bytes 12 files changed, 47 insertions(+) create mode 100644 doc/how_to_investigate_training_failure.md create mode 100644 doc/itf_images/ai_jobs.png create mode 100644 doc/itf_images/apply_button.png create mode 100644 doc/itf_images/data_panel.png create mode 100644 doc/itf_images/filter_by_team_number.png create mode 100644 doc/itf_images/filter_documents_button.png create mode 100644 doc/itf_images/job_details.png create mode 100644 doc/itf_images/job_details_error_message.png create mode 100644 doc/itf_images/job_details_training_input.png create mode 100644 doc/itf_images/job_details_view_logs.png create mode 100644 doc/itf_images/show_json.png create mode 100644 doc/itf_images/team_entity.png diff --git a/doc/how_to_investigate_training_failure.md b/doc/how_to_investigate_training_failure.md new file mode 100644 index 0000000..6a44c40 --- /dev/null +++ b/doc/how_to_investigate_training_failure.md @@ -0,0 +1,47 @@ +# How to Investigate a Training Failure + +## Information You Will Need + +- The **team number**.
+ In the rest of this document, I'll refer to this as ``. +- The approximate **date and time**, in your time zone, when the failure occured. +- The Google Cloud **project name**.
+ In the rest of this document, I'll refer to this as ``. + +## Let's Investigate! + +### Find the team's UUID. + + 1. In a browser, go to https://console.cloud.google.com/firestore/databases/-default-/data/panel/Team?project=`` + 1. Click on the filter documents button  
+ + 1. Fill in the filtering criteria, using `` instead of `1234`, and then click
+ + 1. If the right column is blank, click on the document id in the **Team** column.
+ 1. Look in the right column for the **team_uuid** field. + + 1. Write down the **team_uuid** value.
+ In the rest of this document, I'll refer to this as ``. + +### Find the training job. + + 1. In another browser tab, go to https://console.cloud.google.com/ai-platform/jobs?project=``
+ 1. Find the failing job at the date and time when the failure occured. + + - Scroll down and/or go to the next page if necessary + 1. Right-Click on the training job id and choose **Open Link in New Tab**.
+ 1. On the Job Details page, look for **Training input** and click
+ + 1. Look for the **jobDir** field.
+ The format of the **jobDir** value is `gs://ftc-ml-firstinspires-prod-blobs/2023_2024/models//` + + 1. Verify that the **jobDir** value contains the `` value that you wrote down.
+ 1. If **team_uuid** part of the **jobDir** value does not match `` that you wrote down, this job belongs to a different team.
+ Go back to the jobs list and find another job that failed at around the same date and time. Repeat steps 3-6. + +### Examine the error message and logs. + + 1. Once you have verified that the job belongs to the correct team, you can look at the **Error message** displayed on the job details page.
+ + 1. If more information is needed, click on **View Logs** to see the logs for the job.
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