def setUp(self):
class Model(chainer.Chain):
def __init__(self, ops):
super(Model, self).__init__()
self.ops = ops
def __call__(self, a, b):
if not isinstance(a, chainer.Variable):
a = chainer.Variable(a)
if not isinstance(b, chainer.Variable):
b = chainer.Variable(b)
return eval(self.ops)
self.model = Model(self.ops)
a = chainer.Variable(input_generator.increasing(2, 3))
b = chainer.Variable(input_generator.nonzero_increasing(2, 3) * 0.3)
self.x = (a, b)
def vector(self):
a = chainer.Variable(input_generator.positive_increasing(2, ))
b = chainer.Variable(input_generator.nonzero_increasing(2, ) * 0.3)
return (a, b)
def matrix(self):
a = chainer.Variable(input_generator.positive_increasing(5, 2, 3))
b = chainer.Variable(input_generator.nonzero_increasing(5, 2, 3) * 0.3)
return (a, b)
