tornadomeet / mxnet-face

Using mxnet for face-related algorithm.
Apache License 2.0
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Training LightCNN-29 with CASIA-WebFaces #45

Open lyatdawn opened 6 years ago

lyatdawn commented 6 years ago

Use the code in verification dir to train LightCNN-29. When Training LightCNN-29 with CASIA, we can see: the training loss decreases slowly, and the training/valing accuracy increase also slowly. And, training/valing accuracy is always close to 0.0000. Could you give some advises to speed the training phase, and some for increase the train/val accuracy? For example, the initialization methods for init the weights, the learning rate scheduler, and so on. Thanks