def test_model_function_mode():
pars = ParameterSet()
weights = pars.declare((2, 3))
pars.alloc()
inpt = T.matrix()
output = T.dot(inpt, weights)
pars.data[...] = np.random.standard_normal(pars.data.shape)
model = Model()
model.exprs = {'inpt': inpt, 'output': output}
model.parameters = pars
mode = theano.Mode()
f = model.function(['inpt'], 'output', mode=mode)
actual_mode = f.theano_func.maker.mode
assert actual_mode is mode, 'wrong mode: %s' % actual_mode
model.mode = theano.Mode()
f = model.function(['inpt'], 'output')
actual_mode = f.theano_func.maker.mode
# Maybe a weird way to compare modes, but it seems to get the job done.
equal = actual_mode.__dict__ == mode.__dict__
assert equal, 'wrong mode: (%s != %s)' % (actual_mode, mode)
def test_model_function_mode():
pars = ParameterSet()
weights = pars.declare((2, 3))
pars.alloc()
inpt = T.matrix()
output = T.dot(inpt, weights)
pars.data[...] = np.random.standard_normal(pars.data.shape)
model = Model()
model.exprs = {'inpt': inpt, 'output': output}
model.parameters = pars
mode = theano.Mode()
f = model.function(['inpt'], 'output', mode=mode)
actual_mode = f.theano_func.maker.mode
assert actual_mode is mode, 'wrong mode: %s' % actual_mode
model.mode = theano.Mode()
f = model.function(['inpt'], 'output')
actual_mode = f.theano_func.maker.mode
# Maybe a weird way to compare modes, but it seems to get the job done.
equal = actual_mode.__dict__ == mode.__dict__
assert equal, 'wrong mode: (%s != %s)' % (actual_mode, mode)
def test_model_function_mode():
pars = ParameterSet(weights=(2, 3))
inpt = T.matrix()
output = T.dot(inpt, pars.weights)
pars.data[...] = np.random.standard_normal(pars.data.shape)
model = Model()
model.exprs = {"inpt": inpt, "output": output}
model.parameters = pars
mode = theano.Mode()
f = model.function(["inpt"], "output", mode=mode)
actual_mode = f.theano_func.maker.mode
assert actual_mode is mode, "wrong mode: %s" % actual_mode
model.mode = theano.Mode()
f = model.function(["inpt"], "output")
actual_mode = f.theano_func.maker.mode
# Maybe a weird way to compare modes, but it seems to get the job done.
equal = actual_mode.__dict__ == mode.__dict__
assert equal, "wrong mode: (%s != %s)" % (actual_mode, mode)
