Utils
store_variables
store_variables (pkl_fn:str|pathlib.Path, size:list, reorder:bool, resample:int|list)
Save variable values in a pickle file.
load_variables
load_variables (pkl_fn:(<class'str'>,<class'pathlib.Path'>))
*Loads stored variable values from a pickle file.
Args: pkl_fn: File path of the pickle file to be loaded.
Returns: The deserialized value of the pickled data.*
print_colab_gpu_info
print_colab_gpu_info ()
Check if we have a GPU attached to the runtime.
ModelTrackingCallback
ModelTrackingCallback (model_name:str, loss_function:str, item_tfms:list[typing.Any], size:list[int], resample:list[float], reorder:bool)
*A FastAI callback for comprehensive MLflow experiment tracking.
This callback automatically logs hyperparameters, metrics, model artifacts, and configuration to MLflow during training.*
MLflowUIManager
MLflowUIManager ()
Initialize self. See help(type(self)) for accurate signature.