c5b5e832877397c3bcc6021080087553d20e840c,dlpy/applications.py,,ResNet152_SAS,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,1685

Before Change

                                 strides=strides, batch_norm_first=batch_norm_first))
    model.add(BN(act="relu"))
    // Bottom Layers
    pooling_size = (width // 2 // 2 // 2 // 2 // 2,
                    height // 2 // 2 // 2 // 2 // 2)
    model.add(Pooling(width=pooling_size[0], height=pooling_size[1], pool="mean"))

    model.add(OutputLayer(act="softmax", n=n_classes))

After Change

                                 strides=strides, batch_norm_first=batch_norm_first))
    model.add(BN(act="relu"))
    // Bottom Layers
    model.add(GlobalAveragePooling2D())

    model.add(OutputLayer(act="softmax", n=n_classes))

Instances