# 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 tvm def test_inline(): m = tvm.var('m') A = tvm.placeholder((m,), name='A') T = tvm.compute((m,), lambda i,: A[i] + 10, name='T') stmt = tvm.make.Evaluate(T[10] + 11 * T[100]) stmt = tvm.ir_pass.Inline( stmt, T.op, [x.var for x in T.op.axis], T.op.body[0]) print(stmt) assert(tvm.ir_pass.VerifySSA(stmt)) try: # pass in int array(wrong argument type) # must raise an error stmt = tvm.ir_pass.Inline( T.op, [1,2,3], T.op.body, stmt) assert False except tvm.TVMError: pass def test_inline2(): m = tvm.var('m') A = tvm.placeholder((m,), name='A') T = tvm.compute((m,), lambda i,: A[i] + 10, name='T') stmt = tvm.make.Evaluate(tvm.exp(T[10]) + 11 * T[100]) stmt = tvm.ir_pass.Inline( stmt, T.op, [x.var for x in T.op.axis], T.op.body[0]) def check(op): if isinstance(op, tvm.expr.Call): assert op.func != T.op tvm.ir_pass.PostOrderVisit(stmt, check) if __name__ == "__main__": test_inline2() test_inline()