def forward_gpu(self, x):
shape = self.shape.tolist()
y = cuda.cupy.zeros((shape[0], shape[1], shape[2], shape[3]), dtype=x[0].dtype)
cuda.elementwise(
'T in, S indices',
'raw T out',
'''
out[indices] = in;
''', 'unpool')(x[0], self.indices, y.reduced_view())
return y,
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