gistfile1.txt

all my code related to loss:


loss = tf.losses.softmax_cross_entropy(onehot_labels=labels, logits=logits)
total_loss = tf.losses.get_total_loss()
...
train_step = slim.learning.create_train_op(total_loss, optimizer, variables_to_train=variables_to_train) #better than Optimizer.minimize because it prevents problems like vanishing gradient
...
#this is writing everything to tensorboard
tf.summary.scalar('total loss', total_loss)
tf.summary.scalar('loss', loss)