Computes and stores the average and current value

PWC-DC net. add dilation convolution and densenet connections

PWC-DC net. add dilation convolution and densenet connections

PWC-DC net. add dilation convolution and densenet connections

PWC-DC net. add dilation convolution and densenet connections

Reduce learning rate when a metric has stopped improving. Models often benefit from reducing the learning rate by a factor of 2-10 once lear

Set the learning rate of each parameter group to the initial lr decayed by gamma every epoch. When last_epoch=-1, sets initial lr as lr. A

Sets the learning rate of each parameter group to the initial lr times a given function. When last_epoch=-1, sets initial lr as lr. Args:

Set the learning rate of each parameter group to the initial lr decayed by gamma once the number of epoch reaches one of the milestones. When

Samples elements randomly, with an arbitrary size, independant from dataset length. this is a balanced sampling that will sample the whole dataset

Samples elements dequentially, with an arbitrary size, independant from dataset length. this is a balanced sampling that will sample the whole dat

Sets the learning rate of each parameter group to the initial lr decayed by gamma every step_size epochs. When last_epoch=-1, sets initial l