/* * 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. */ #include #include #include TEST(DFPattern, IsVar) { using namespace tvm; using namespace tvm::relay; auto pattern = IsVar("add"); auto* node = pattern.as(); ICHECK(node); ICHECK(node->name == String("add")); } TEST(DFPattern, IsConstant) { using namespace tvm; using namespace tvm::relay; auto pattern = IsConstant(); auto* node = pattern.as(); ICHECK(node); } TEST(DFPattern, IsOp) { using namespace tvm; using namespace tvm::relay; auto pattern = IsOp("add"); auto* node = pattern.as(); ICHECK(node); ICHECK(node->expr == Op::Get("add")); } TEST(DFPattern, IsTuple) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto b = WildcardPattern(); auto pattern = IsTuple({a, b}); auto* node = pattern.as(); ICHECK(node); ICHECK(node->fields[0] == a); ICHECK(node->fields[1] == b); } TEST(DFPattern, IsTupleGetItem) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto b = WildcardPattern(); auto tuple = IsTuple({a, b}); auto pattern = IsTupleGetItem(tuple, 1); auto* node = pattern.as(); ICHECK(node); ICHECK(node->tuple == tuple); ICHECK(node->index == 1); } TEST(DFPattern, ADD) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto b = WildcardPattern(); auto pattern = a + b; auto* node = pattern.as(); ICHECK(node); ICHECK(node->args[0] == a); ICHECK(node->args[1] == b); auto* expr_pattern = node->op.as(); ICHECK(expr_pattern); ICHECK(expr_pattern->expr == Op::Get("add")); } TEST(DFPattern, SUB) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto b = WildcardPattern(); auto pattern = a - b; auto* node = pattern.as(); ICHECK(node); ICHECK(node->args[0] == a); ICHECK(node->args[1] == b); auto* expr_pattern = node->op.as(); ICHECK(expr_pattern); ICHECK(expr_pattern->expr == Op::Get("subtract")); } TEST(DFPattern, MUL) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto b = WildcardPattern(); auto pattern = a * b; auto* node = pattern.as(); ICHECK(node); ICHECK(node->args[0] == a); ICHECK(node->args[1] == b); auto* expr_pattern = node->op.as(); ICHECK(expr_pattern); ICHECK(expr_pattern->expr == Op::Get("multiply")); } TEST(DFPattern, DIV) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto b = WildcardPattern(); auto pattern = a / b; auto* node = pattern.as(); ICHECK(node); ICHECK(node->args[0] == a); ICHECK(node->args[1] == b); auto* expr_pattern = node->op.as(); ICHECK(expr_pattern); ICHECK(expr_pattern->expr == Op::Get("divide")); } TEST(DFPattern, OR) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto b = WildcardPattern(); auto pattern = a || b; auto* node = pattern.as(); ICHECK(node); ICHECK(node->left == a); ICHECK(node->right == b); } TEST(DFPattern, HasAttr) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); Map attrs; auto b = String("b"); attrs.Set("a", b); auto pattern = a.HasAttr(attrs); auto* node = pattern.as(); ICHECK(node); ICHECK(node->pattern == a); ICHECK(node->attrs->dict.at("a") == b); } TEST(DFPattern, HasType) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); TensorType type({1, 2, 3}, DataType(runtime::String2DLDataType("float32"))); auto pattern = a.HasType(type); auto* node = pattern.as(); ICHECK(node); ICHECK(node->pattern == a); ICHECK(node->type == type); } TEST(DFPattern, HasDtype) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); auto pattern = a.HasDtype("float32"); auto* node = pattern.as(); ICHECK(node); ICHECK(node->pattern == a); ICHECK(runtime::DLDataType2String(node->dtype.operator DLDataType()) == "float32"); } TEST(DFPattern, HasShape) { using namespace tvm; using namespace tvm::relay; auto a = WildcardPattern(); Array shape{1, 2, 3}; auto pattern = a.HasShape(shape); auto* node = pattern.as(); ICHECK(node); ICHECK(node->pattern == a); ICHECK(node->shape == shape); }