OfflineExperiment
OfflineExperiment¶
Experiment is a unit of measurable research that defines a single run with some data/parameters/code/results.
Creating an Experiment object in your code will report a new experiment to your Comet.ml project. Your Experiment will automatically track and collect many things and will also allow you to manually report anything.
You can create multiple objects in one script (such as when looping over multiple hyper parameters).
OfflineExperiment.__init__¶
python
__init__(self, project_name=None, workspace=None, log_code=True, log_graph=True, \
auto_param_logging=True, auto_metric_logging=True, parse_args=True, \
auto_output_logging="default", log_env_details=True, log_git_metadata=True, \
log_git_patch=True, disabled=False, offline_directory=None, log_env_gpu=True, \
log_env_host=True, api_key=None, display_summary=None, log_env_cpu=True, \
display_summary_level=None, auto_weight_logging=False, auto_log_co2=False)
Creates a new experiment on the Comet.ml frontend.
Uses the same arguments and keywords as Experiment, and the following:
Args:
- offline_directory: the directory used to save the offline archive for the experiment.
You can also set the offline_directory in the
Comet Config Variables.
See also: