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However, due to the use of the crop-and-resize operator κ˜, it is convenient to fine-tune the last layers of the network. This tuning is very similar to an end-to-end network training, but freezing the first 3 convolutional layers and with a lower learning rate. Regardless of ...
grad_factor=1.1, # for deep models (>6 layers), the grad_factor should be increased (e.g., 2) to avoid vanishing gradients ) 模型推理 在训练期间,模型应该保持在 PyTorch 训练模式,即.train (),这种模式使得模型保持可微。现在有两种模式可以进行快速推理: ...
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