25 lines
860 B
Markdown
25 lines
860 B
Markdown
# 原始数据
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```
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train(model_name='FCN8s', epo_num=50, show_vgg_params=False, loss_func='bce', optimizer='sgd', lr=0.02, momentum=0.7)
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```
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log1.txt
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1.png
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epoch train loss = 0.016117, epoch test loss = 0.290732, Time 00:00:27
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# 学习率对于FCN网络影响
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```
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train(model_name='FCN8s', epo_num=11, show_vgg_params=False, loss_func='bce', optimizer='sgd', lr=0.01, momentum=0.7)
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train(model_name='FCN8s', epo_num=11, show_vgg_params=False, loss_func='bce', optimizer='sgd', lr=0.02, momentum=0.7)
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train(model_name='FCN8s', epo_num=11, show_vgg_params=False, loss_func='bce', optimizer='sgd', lr=0.03, momentum=0.7)
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```
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log2.txt
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1.png
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epoch train loss = 0.066093, epoch test loss = 0.134848, Time 00:00:23
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epoch train loss = 0.048717, epoch test loss = 0.110684, Time 00:00:23
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epoch train loss = 0.047222, epoch test loss = 0.102705, Time 00:00:23 |