def test_function_taking_adt_ref_tuple():
mod = tvm.IRModule()
prelude = relay.prelude.Prelude(mod)
intrp = create_executor("debug", mod)
_, cons, nil = prelude.mod.get_type("List")
nil_value = ConstructorValue(nil.tag, [], nil)
cons_value = ConstructorValue(
cons.tag,
[nd.array(np.random.rand(1, 10).astype("float32")), nil_value],
cons,
)
ref_value = RefValue(nd.array(np.random.rand(1, 10).astype("float32")))
tuple_value = container.tuple_object(
[nd.array(np.random.rand(1, 10).astype("float32")) for _ in range(10)])
id_func = intrp.evaluate(prelude.id)
res_nil = id_func(nil_value)
assert res_nil.tag == nil_value.tag
assert len(res_nil.fields) == 0
res_cons = id_func(cons_value)
assert res_cons.tag == cons_value.tag
assert len(res_cons.fields) == len(cons_value.fields)
tvm.testing.assert_allclose(res_cons.fields[0].asnumpy(),
cons_value.fields[0].asnumpy())
assert isinstance(res_cons.fields[1], ConstructorValue)
assert res_cons.fields[1].tag == nil.tag
assert len(res_cons.fields[1].fields) == 0
res_ref = id_func(ref_value)
tvm.testing.assert_allclose(res_ref.value.asnumpy(),
ref_value.value.asnumpy())
res_tuple = id_func(tuple_value)
for i in range(10):
tvm.testing.assert_allclose(res_tuple[i].asnumpy(),
tuple_value[i].asnumpy())
def test_function_taking_adt_ref_tuple():
mod = relay.Module()
prelude = relay.prelude.Prelude(mod)
intrp = create_executor("debug", mod)
nil_value = ConstructorValue(prelude.nil.tag, [], prelude.nil, [])
cons_value = ConstructorValue(
prelude.cons.tag,
[TensorValue(np.random.rand(1, 10).astype('float32')), nil_value],
prelude.cons, [relay.TensorType((1, 10), 'float32')])
ref_value = RefValue(TensorValue(np.random.rand(1, 10).astype('float32')))
tuple_value = TupleValue(*[
TensorValue(np.random.rand(1, 10).astype('float32')) for _ in range(10)
])
id_func = intrp.evaluate(prelude.id)
res_nil = id_func(nil_value)
assert res_nil.tag == nil_value.tag
assert len(res_nil.fields) == 0
res_cons = id_func(cons_value)
assert res_cons.tag == cons_value.tag
assert len(res_cons.fields) == len(cons_value.fields)
tvm.testing.assert_allclose(res_cons.fields[0].asnumpy(),
cons_value.fields[0].asnumpy())
assert isinstance(res_cons.fields[1], ConstructorValue)
assert res_cons.fields[1].tag == prelude.nil.tag
assert len(res_cons.fields[1].fields) == 0
res_ref = id_func(ref_value)
tvm.testing.assert_allclose(res_ref.value.asnumpy(),
ref_value.value.asnumpy())
res_tuple = id_func(tuple_value)
for i in range(10):
tvm.testing.assert_allclose(res_tuple.fields[i].asnumpy(),
tuple_value.fields[i].asnumpy())