def __init__(self, inputdim, nclasses, l2reg=0., batch_size=64, seed=1111,
cudaEfficient=False):
# fix seed
np.random.seed(seed)
torch.manual_seed(seed)
torch.cuda.manual_seed(seed)
self.inputdim = inputdim
self.nclasses = nclasses
self.l2reg = l2reg
self.batch_size = batch_size
self.cudaEfficient = cudaEfficient
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