[epoch: 0] 
train_loss: 0.7720 
lr: 0.000100 
global correct: 93.4
average row correct: ['96.8', '90.7', '79.2', '82.7', '78.3', '59.4', '91.2', '82.9', '92.9', '57.8', '87.1', '66.5', '82.8', '78.7', '88.9', '95.1', '62.9', '86.6', '67.1', '89.4', '81.4']
IoU: ['93.2', '85.9', '39.2', '79.5', '68.9', '55.6', '88.1', '72.8', '81.7', '41.1', '74.9', '54.0', '72.9', '74.6', '77.7', '87.1', '54.4', '75.1', '50.7', '82.9', '72.6']
mean IoU: 70.6

[epoch: 1] 
train_loss: 0.6589 
lr: 0.000090 
global correct: 93.4
average row correct: ['96.5', '89.4', '74.6', '84.5', '82.9', '68.8', '93.8', '84.7', '93.5', '56.9', '87.5', '68.0', '81.8', '78.2', '90.7', '94.8', '65.6', '87.1', '70.9', '89.1', '85.1']
IoU: ['93.3', '85.5', '38.2', '79.9', '69.8', '62.7', '87.5', '75.7', '80.3', '40.7', '74.8', '54.6', '72.2', '74.1', '76.6', '87.6', '54.7', '72.9', '51.0', '82.6', '70.9']
mean IoU: 70.7

[epoch: 2] 
train_loss: 0.6238 
lr: 0.000080 
global correct: 93.5
average row correct: ['96.5', '93.2', '75.8', '85.3', '84.2', '70.6', '91.7', '85.7', '93.2', '58.8', '76.7', '68.3', '81.4', '83.2', '88.7', '95.1', '69.9', '88.6', '70.5', '91.8', '86.7']
IoU: ['93.5', '86.1', '39.0', '81.2', '69.9', '63.9', '87.7', '76.4', '80.2', '41.5', '71.8', '56.2', '71.3', '74.4', '78.0', '87.3', '57.3', '70.9', '50.3', '82.8', '71.9']
mean IoU: 71.0

[epoch: 3] 
train_loss: 0.5854 
lr: 0.000069 
global correct: 93.5
average row correct: ['96.7', '91.5', '77.3', '83.9', '80.8', '74.0', '92.6', '86.7', '94.3', '65.0', '68.7', '67.8', '76.9', '88.2', '85.5', '94.5', '71.8', '87.9', '66.7', '89.4', '86.3']
IoU: ['93.6', '87.0', '39.4', '80.6', '69.4', '66.5', '87.7', '76.9', '78.5', '41.5', '66.3', '55.8', '68.9', '70.8', '78.4', '88.2', '58.7', '71.0', '49.4', '83.3', '74.1']
mean IoU: 70.8

[epoch: 4] 
train_loss: 0.6140 
lr: 0.000059 
global correct: 93.6
average row correct: ['96.5', '92.4', '77.4', '85.1', '80.2', '80.6', '94.1', '87.0', '94.8', '62.8', '87.2', '70.0', '78.8', '77.5', '85.8', '94.7', '73.4', '83.9', '68.6', '88.0', '86.6']
IoU: ['93.7', '87.1', '39.4', '80.7', '70.1', '70.2', '87.0', '77.3', '78.9', '41.3', '72.3', '56.7', '69.9', '72.2', '77.9', '87.8', '57.8', '72.6', '50.5', '82.1', '74.3']
mean IoU: 71.4

[epoch: 5] 
train_loss: 0.5653 
lr: 0.000048 
global correct: 93.7
average row correct: ['96.6', '87.7', '76.9', '84.3', '79.3', '81.6', '92.6', '88.4', '94.0', '61.9', '76.7', '71.0', '81.5', '88.2', '87.3', '94.5', '73.5', '84.9', '69.1', '91.4', '86.6']
IoU: ['93.7', '85.6', '40.1', '80.7', '70.2', '70.5', '87.6', '77.4', '80.4', '42.0', '72.4', '57.0', '72.2', '73.4', '78.4', '88.1', '58.6', '74.3', '50.4', '82.7', '73.6']
mean IoU: 71.9

[epoch: 6] 
train_loss: 0.5500 
lr: 0.000037 
global correct: 93.1
average row correct: ['96.4', '91.6', '74.8', '78.4', '83.2', '81.9', '89.4', '88.7', '95.8', '59.4', '57.2', '70.0', '77.4', '75.2', '87.6', '95.2', '74.1', '82.4', '72.4', '91.9', '87.2']
IoU: ['93.6', '87.5', '39.5', '76.1', '68.5', '71.0', '86.1', '78.6', '74.6', '41.4', '54.6', '57.2', '61.0', '67.0', '78.2', '87.9', '58.1', '67.5', '50.4', '82.0', '74.2']
mean IoU: 69.3

[epoch: 7] 
train_loss: 0.5553 
lr: 0.000026 
global correct: 93.3
average row correct: ['96.7', '88.4', '72.3', '82.2', '80.7', '81.6', '82.5', '89.7', '93.4', '59.0', '69.5', '70.1', '78.8', '86.4', '87.3', '94.9', '70.8', '89.6', '72.2', '85.4', '86.3']
IoU: ['93.6', '85.5', '39.0', '79.2', '69.8', '70.8', '79.7', '76.8', '79.0', '41.8', '65.9', '57.1', '68.9', '71.0', '78.0', '87.9', '58.6', '66.9', '50.7', '78.2', '74.4']
mean IoU: 70.1

[epoch: 8] 
train_loss: 0.5601 
lr: 0.000014 
global correct: 93.4
average row correct: ['96.5', '91.0', '73.8', '81.4', '83.7', '83.4', '89.9', '88.8', '95.4', '61.3', '80.6', '70.0', '75.4', '84.3', '88.2', '94.9', '72.0', '83.7', '69.7', '83.3', '88.5']
IoU: ['93.6', '87.2', '40.1', '78.6', '69.8', '71.3', '84.5', '77.6', '76.3', '41.0', '72.4', '56.8', '66.9', '73.2', '77.6', '87.8', '59.2', '72.5', '50.2', '78.7', '69.9']
mean IoU: 70.7

[epoch: 9] 
train_loss: 0.5550 
lr: 0.000000 
global correct: 93.1
average row correct: ['96.7', '93.8', '72.7', '73.0', '82.1', '80.4', '95.6', '86.7', '95.6', '61.8', '63.6', '69.0', '73.2', '65.1', '87.9', '94.5', '73.7', '86.5', '69.0', '88.4', '87.9']
IoU: ['93.7', '87.2', '39.4', '71.7', '70.4', '70.9', '86.9', '78.5', '73.1', '41.8', '58.4', '56.3', '59.4', '61.9', '78.2', '88.4', '59.3', '63.6', '50.4', '82.6', '73.7']
mean IoU: 68.8