41 lines
2.2 KiB
Plaintext
41 lines
2.2 KiB
Plaintext
[epoch: 0]
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train_loss: 0.7098
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lr: 0.000100
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global correct: 94.7
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average row correct: ['97.0', '93.9', '86.4', '93.1', '74.4', '64.0', '97.9', '84.7', '95.7', '63.8', '92.2', '68.8', '88.8', '90.5', '93.0', '95.3', '75.3', '94.2', '83.6', '91.9', '75.0']
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IoU: ['93.9', '91.5', '42.6', '88.9', '65.3', '60.4', '95.9', '76.3', '90.7', '50.9', '87.3', '54.1', '86.1', '83.0', '87.2', '89.3', '64.3', '91.0', '58.9', '84.5', '73.6']
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mean IoU: 76.9
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[epoch: 1]
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train_loss: 0.6005
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lr: 0.000077
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global correct: 94.7
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average row correct: ['96.1', '96.3', '84.1', '95.1', '84.1', '81.4', '98.6', '85.8', '96.6', '68.7', '91.9', '71.3', '93.9', '91.4', '96.4', '95.5', '81.0', '94.1', '85.4', '94.9', '83.6']
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IoU: ['93.9', '92.3', '42.2', '88.8', '69.1', '71.2', '96.1', '75.1', '91.9', '48.9', '87.8', '56.0', '87.9', '85.7', '89.2', '89.5', '63.6', '90.3', '56.2', '85.3', '79.8']
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mean IoU: 78.1
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[epoch: 2]
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train_loss: 0.5840
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lr: 0.000054
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global correct: 94.8
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average row correct: ['96.2', '95.5', '85.8', '94.6', '85.5', '83.7', '98.8', '87.5', '96.3', '71.4', '92.5', '72.8', '93.1', '91.9', '96.7', '94.9', '81.5', '95.3', '82.8', '95.3', '84.1']
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IoU: ['94.0', '91.2', '42.7', '88.3', '69.2', '72.7', '96.4', '74.8', '92.0', '49.8', '87.5', '58.3', '87.3', '85.0', '89.3', '89.2', '62.6', '89.6', '58.1', '84.8', '80.3']
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mean IoU: 78.2
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[epoch: 3]
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train_loss: 0.5637
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lr: 0.000029
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global correct: 94.8
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average row correct: ['96.1', '95.9', '81.7', '94.8', '86.5', '79.4', '99.0', '89.1', '95.8', '71.4', '93.8', '71.0', '93.4', '92.4', '97.3', '94.9', '80.4', '96.9', '83.3', '94.7', '84.4']
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IoU: ['94.0', '89.5', '41.8', '87.6', '69.0', '70.4', '96.0', '75.9', '92.1', '49.7', '87.3', '58.1', '86.2', '83.9', '88.7', '89.2', '63.7', '88.8', '57.7', '85.3', '79.9']
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mean IoU: 77.8
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[epoch: 4]
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train_loss: 0.5779
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lr: 0.000000
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global correct: 94.8
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average row correct: ['96.3', '93.6', '85.9', '95.1', '82.6', '83.8', '98.5', '90.0', '95.9', '71.1', '93.2', '68.4', '92.6', '93.9', '95.9', '94.5', '82.8', '96.3', '82.8', '94.5', '86.4']
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IoU: ['94.1', '91.8', '42.5', '88.5', '67.8', '72.1', '96.6', '78.3', '92.0', '49.8', '88.3', '58.8', '86.7', '84.9', '89.0', '89.5', '61.0', '89.1', '56.6', '84.6', '80.2']
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mean IoU: 78.2
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