cvfinetune/examples/fve_example/core/trainer.py

from finetune.training.trainer import Trainer


class PartsTrainer(Trainer):

	def reportables(self):
		print_vals, plot_vals = super(PartsTrainer, self).reportables()


		print_vals.extend([
			"main/glob_accu", self.eval_name("main/glob_accu"),
			"main/part_accu", self.eval_name("main/part_accu"),

			"main/logL", self.eval_name("main/logL"),
			# "main/glob_loss", self.eval_name("main/glob_loss"),
			# "main/part_loss", self.eval_name("main/part_loss"),
		])

		plot_vals["logL"] = ["main/logL", self.eval_name("main/logL")]

		plot_vals["accuracy"].extend([
			"main/part_accu", self.eval_name("main/part_accu"),
			"main/glob_accu", self.eval_name("main/glob_accu"),
		])

		plot_vals["loss"].extend([
			"main/part_loss", self.eval_name("main/part_loss"),
			"main/glob_loss", self.eval_name("main/glob_loss"),
		])

		return print_vals, plot_vals