76af726f4d58fd445496734a41e22ff36afe3657,dual_net.py,DualNetworkTrainer,train,#DualNetworkTrainer#Any#Any#Any#Any#,83

Before Change

                    tensor_values = self.sess.run(train_tensors)
                except tf.errors.OutOfRangeError:
                    break
                if logdir is not None:
                    training_stats.report(
                        tensor_values["policy_cost"],
                        tensor_values["value_cost"],
                        tensor_values["l2_cost"],
                        tensor_values["combined_cost"])
                    if i % 100 == 0 and logdir is not None:
                        accuracy_summaries = training_stats.collect()
                        weight_summaries = self.sess.run(weight_tensors)
                        global_step = tensor_values["global_step"]
                        logger.add_summary(accuracy_summaries, global_step)
                        logger.add_summary(weight_summaries, global_step)
            self.save_weights()


class DualNetwork():

After Change

                    accuracy_summaries = training_stats.collect()
                    weight_summaries = self.sess.run(weight_summary_op)
                    global_step = tensor_values["global_step"]
                    logger.add_summary(gradient_summaries, global_step)
                    logger.add_summary(accuracy_summaries, global_step)
                    logger.add_summary(weight_summaries, global_step)
            self.save_weights()

Instances