MMCV

DVCLive allows you to add experiment tracking capabilities to your OpenMMlab projects.

Usage

Register the DvcliveLoggerHook the following in the config file of your OpenMMlab project:

log_config = dict(
    interval=100,
    hooks=[
        dict(type='TextLoggerHook'),
        dict(type='DvcliveLoggerHook')
    ]
)

Parameters

• model_file - (None by default) - The name of the file where the model will be saved at the end of each step.

• **kwargs - Any additional arguments will be used to instantiate a new Live instance.

Examples

• Using **kwargs to customize Live.

log_config = dict(
    interval=100,
    hooks=[
        dict(type='TextLoggerHook'),
        dict(
            type='DvcliveLoggerHook',
            dir="custom_dir"
        )
    ]
)