test.py 文件源码

def test_aggregate():
    B,N,K,D = 2,3,4,5
    A = Variable(torch.cuda.DoubleTensor(B,N,K).uniform_(-0.5,0.5), 
        requires_grad=True)
    X = Variable(torch.cuda.DoubleTensor(B,N,D).uniform_(-0.5,0.5), 
        requires_grad=True)
    C = Variable(torch.cuda.DoubleTensor(K,D).uniform_(-0.5,0.5), 
        requires_grad=True)
    input = (A, X, C)
    test = gradcheck(encoding.functions.aggregate, input, eps=1e-6, atol=1e-4)
    print('Testing aggregate(): {}'.format(test))