def test_general():
for condition_custom in [{}, {"x_order": OrderNCHW}]:
condition = dict(condition_default)
condition.update(condition_custom)
vx = np.random.rand(2, 3, 4, 5) - 0.5
vy = vx * (vx > 0)
x = Variable(vx.shape, order=OrderNHWC)
y, = Relu(None)(x)
x.change_order(condition["x_order"])
y.change_order(condition["y_order"])
generate_kernel_test_case(
description=f"Relu: " +
(", ".join([f"{k}={v}" for k, v in condition_custom.items()])),
backend=condition["backend"],
graph=Graph([x], [y]),
inputs={
x: ConstantVariable(vx, OrderNHWC).change_order(x.order).data
},
expected={
y: ConstantVariable(vy, OrderNHWC).change_order(y.order).data
},
raise_skip=False)
raise SkipTest
def template(x_order=OrderNHWC,
x_shape=(2, 3, 4, 5),
y_order=OrderNHWC,
description: str = ""):
vx = np.random.rand(*x_shape) - 0.5
vy = vx * (vx > 0)
x = Variable(vx.shape, order=x_order)
y, = Relu(None)(x)
y.change_order(y_order)
generate_kernel_test_case(
description=f"Relu {description}",
graph=Graph([x], [y]),
inputs={x: vx},
expected={
y: np.transpose(vy, [x_order.axes_dict[a] for a in y_order.axes])
},
)