From 286aa38853f7885f5543e1303cfd3fb76001c826 Mon Sep 17 00:00:00 2001 From: Andrey Date: Sun, 20 Oct 2024 18:01:51 +0300 Subject: [PATCH] lab2: images --- labs/lab2.md | 22 ++++++++++++++++------ labs/model_runs.png | Bin 0 -> 142425 bytes labs/model_versions.png | Bin 0 -> 52981 bytes 3 files changed, 16 insertions(+), 6 deletions(-) create mode 100644 labs/model_runs.png create mode 100644 labs/model_versions.png diff --git a/labs/lab2.md b/labs/lab2.md index ae9c29c..fe7f115 100644 --- a/labs/lab2.md +++ b/labs/lab2.md @@ -33,8 +33,9 @@ ----- 16. Проанализировать все прогоны и выбрать модель, показывающую наилучшее качество. Обучить эту модель на всей выборке (а не только на train-части), залогировать ее. В реестре моделей установить ей тэг `Production`. Эту модель мы будем деплоить в следующей лабораторной работе. -17. Актуализировать файлы `requirements.txt` и `README.md`, `.gitignore` -18. Отправить изменения на github. Сохранить на флешку или иным способом директорию `./mlflow` +17. Сохранить и закоммитить два скриншота из интерфейса mlflow с метриками качества и версиями зарегистрированной модели. +18. Актуализировать файлы `requirements.txt` и `README.md`, `.gitignore` +19. Отправить изменения на github. Сохранить на флешку или иным способом директорию `./mlflow` @@ -238,9 +239,17 @@ mlflow.sklearn.log_model(...) * файл `requirements.txt` * список используемых столбцов - В реестре моделей установить ей тэг `Production` +В реестре моделей установить ей тэг `Production` -### 17. +### 17 +Сохранить в папке `research` и закоммитить два скриншота из интерфейса mlflow: +* Скриншот всех прогонов и их графиков с метриками качества. +![model_runs](model_runs.png) +* Скриншот зарегистрированных версий моделей +![model_versions](model_versions.png) + + +### 18 Актуализировать файлы `README.md`, `.gitignore`. В Readme нужно @@ -249,10 +258,10 @@ mlflow.sklearn.log_model(...) В `.gitignore` добавить в исключения папку с артефактами mlflow, и базу `mlruns.db`. -Убедитесь, что скрипт по запуску **должен быть обязательно закоммичен!** +> Убедитесь, что скрипт по запуску **должен быть обязательно закоммичен!** -### 18. +### 19 Отправить изменения на github. Сохранить на флешку или иным способом директорию `./mlflow`. Убедитесь, что в ней содержится папка `mlartifacts` и база `mlruns.db` @@ -266,3 +275,4 @@ mlflow.sklearn.log_model(...) 1. Для чего используется фреймворл mlfow? 1. Что такое "гиперпараметры модели" для чего и как их настраивать? 1. 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