def loadModel(self, filepath):
'''
加载权重参数
:param filepath:
:return:
'''
model = Net()
model.cuda()
model.load_state_dict(torch.load(filepath))
return model
def main(self):
# torch.cuda.manual_seed(self.config.SEED)
model = Net()
# 利用GPU训练
model.cuda()
# 训练三世代
for e in range(self.config.EPOCHS):
self.train(model)
self.test(model)
self.saveModel(model, 'lianzheng_mnist.pth')
self.saveONNX(model, 'lianzheng_mnist.onnx')
return model
