              info="The amount of L2 Regularization to apply as a penalty to Structural Similarity "
                   "loss functions.\n\nNB: You should only adjust this if you know what you are "
                   "doing!\n\n"
                   "L2 regularization applies a penalty term to the given Loss function. This "
                   "penalty will only be applied if SSIM or GMSD is selected for the main loss "
                   "function, otherwise it is ignored.\n\nThe value given here is as a percentage "
                   "weight of the main loss function. For example:"
                   "\n\t 100 - Will give equal weighting to the main loss and the penalty function. "
                   "\n\t 25 - Will give the penalty function 1/4 of the weight of the main loss "
                   "function. "
                   "\n\t 400 - Will give the penalty function 4x as much importance as the main "
                   "loss function."
 
</s> remove             choices=["mae", "mse", "logcosh", "smooth_loss", "l_inf_norm", "ssim", "gmsd",
                     "pixel_gradient_diff"],
 </s> add             choices=["mae", "mse", "logcosh", "smooth_loss", "l_inf_norm", "ssim", "ms_ssim",
                     "gmsd", "pixel_gradient_diff"], </s> remove         self._uses_l2_reg = ["ssim", "gmsd"]
 </s> add         self._uses_l2_reg = ["ssim", "ms_ssim", "gmsd"]
                 "penalty will only be applied if SSIM, MS-SSIM or GMSD is selected for the main "
                 "loss function, otherwise it is ignored."
                 "\n\nThe value given here is as a percentage weight of the main loss function. "
                 "For example:"
              info="The amount of L2 Regularization to apply as a penalty to Structural Similarity "
                   "loss functions.\n\nNB: You should only adjust this if you know what you are "
                   "doing!\n\n"
                   "L2 regularization applies a penalty term to the given Loss function. This "
                 "penalty will only be applied if SSIM, MS-SSIM or GMSD is selected for the main "
                 "loss function, otherwise it is ignored."
                 "\n\nThe value given here is as a percentage weight of the main loss function. "
                 "For example:"
                 "penalty will only be applied if SSIM, MS-SSIM or GMSD is selected for the main "
                 "loss function, otherwise it is ignored."
                 "\n\nThe value given here is as a percentage weight of the main loss function. "
                 "For example:"
                 "penalty will only be applied if SSIM, MS-SSIM or GMSD is selected for the main "
                 "loss function, otherwise it is ignored."
                 "\n\nThe value given here is as a percentage weight of the main loss function. "
                 "For example:"
                   "\n\t 100 - Will give equal weighting to the main loss and the penalty function. "
                   "\n\t 25 - Will give the penalty function 1/4 of the weight of the main loss "
                   "function. "
                   "\n\t 400 - Will give the penalty function 4x as much importance as the main "
                   "loss function."
keep keep keep keep replace replace replace keep keep keep keep keep
 training - Add MS-SSIM loss function 
plugins/train/_config.py