zhiics commented on a change in pull request #4693: [runtime][refactor] Unify vm and interpreter objects URL: https://github.com/apache/incubator-tvm/pull/4693#discussion_r367667871
########## File path: tests/python/unittest/test_container.py ########## @@ -0,0 +1,60 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +import numpy as np +import tvm +from tvm import nd, relay +from tvm import container as _container + + +def test_adt_constructor(): + arr = nd.array([1, 2, 3]) + fields = [arr, arr] + y = _container.ADT(0, [arr, arr]) + + assert len(y) == 2 + assert isinstance(y, _container.ADT) + y[0:1][-1] == arr + assert y.tag == 0 + assert isinstance(arr, nd.NDArray) + + +def test_tuple_object(): + x = relay.var( + 'x', + type_annotation=relay.ty.TupleType([ + relay.ty.TensorType((), 'int32'), + relay.ty.TensorType((), 'int32') + ])) + + fn = relay.Function([x], relay.expr.TupleGetItem(x, 0)) + mod = relay.Module.from_expr(fn) + + exe = relay.create_executor( + kind="vm", mod=mod, ctx=nd.cpu(), target="llvm") + f = exe.evaluate() + value_tuple = _container.tuple_object( + [nd.array(np.array(11)), + nd.array(np.array(12))]) + # pass an ADT object to evaluate + out = f(value_tuple) + tvm.testing.assert_allclose(out.asnumpy(), np.array(11)) + + +if __name__ == "__main__": Review comment: we had one in tests/python/relay/test_vm_object.py I removed the file and added another test. ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected] With regards, Apache Git Services
