35 lines
1.3 KiB
Markdown
35 lines
1.3 KiB
Markdown
# lazy_config
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剥离 detectron2 的 LazyConfig 功能，用于通用任务的项目模板。
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## How to create your own package based on this package.
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Use the following command to create a new package based on this package:
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```bash
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python init.py your-package-name
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```
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It will replace the current package name (`lazy_config`) with your own package name in the code base.
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However, you need to modify the author name and email in `pyproject.toml`.
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Then you should use `pip install -e .[dev]` to install the package in editable mode.
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After the project is created, you can delete the `init.py` file and start working on your project.
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## Usage
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See the example in `projects/lazy_config_demo/main.py` and run it with the following command:
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```
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PYTHONPATH=. python projects/lazy_config_demo/main.py projects/lazy_config_demo/config.py MODEL.in_features=10
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```
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## Principles
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- `LazyCall` (or `L`): 这是让你能够以惰性方式定义对象构建的语法糖。
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- `instantiate()` function: 这是将惰性配置（带有 _target_ 的 omegaconf 对象）转换为实际 Python 对象的关键函数。它会处理递归实例化和参数传递。
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- `parse_args_and_configs()` function: 它允许你读取命令行参数和配置文件，并将它们合并成一个 omegaconf 对象。 |