tests/cpp/expr_test.cc

/*
 * 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 <gtest/gtest.h>
#include <tvm/ffi/cast.h>
#include <tvm/ffi/extra/structural_equal.h>
#include <tvm/ir/source_map.h>
#include <tvm/runtime/logging.h>
#include <tvm/te/operation.h>

#include <type_traits>

TEST(Expr, Basic) {
  using namespace tvm;
  using namespace tvm::tirx;
  PrimVar x("x");
  auto z = max(x + 1 + 2, 100);
  ffi::ObjectRef tmp = z;
  PrimExpr zz = tmp.as_or_throw<PrimExpr>();
  std::ostringstream os;
  os << z;
  TVM_FFI_ICHECK(zz.same_as(z));
  TVM_FFI_ICHECK(os.str() == "T.max(x + 1 + 2, 100)");
}

TEST(Expr, VarTypeAnnotation) {
  using namespace tvm;
  using namespace tvm::tirx;
  PrimVar x("x", PrimType::Float(32));
  PrimVar y("y", PrimType::Float(32));
  tvm::ffi::StructuralEqual checker;
  TVM_FFI_ICHECK(checker(x.ty(), y.ty()));
  TVM_FFI_ICHECK(checker(x->ty, y->ty));
}

TEST(Expr, VarCopyHelpers) {
  using namespace tvm;
  using namespace tvm::tirx;

  Span span(SourceName::Get("test.cc"), 1, 1, 1, 10);
  Type pointer_type = PointerType(PrimType::Float(32), "global");
  Var var("x", pointer_type, span);

  Var renamed = var.CopyWithName("y");
  EXPECT_FALSE(renamed.same_as(var));
  EXPECT_EQ(renamed->name, "y");
  EXPECT_TRUE(renamed->ty.same_as(pointer_type));
  EXPECT_TRUE(renamed->span.same_as(span));

  PrimType dtype = PrimType::Int(64);
  Var retyped = var.CopyWithDType(dtype);
  EXPECT_FALSE(retyped.same_as(var));
  EXPECT_EQ(retyped->name, "x");
  EXPECT_TRUE(retyped->ty.same_as(dtype));
  EXPECT_TRUE(retyped->span.same_as(span));

  PrimVar prim_var("i", PrimType::Int(32), span);
  static_assert(std::is_same_v<decltype(prim_var.CopyWithDType(PrimType::Float(32))), PrimVar>);
  PrimType prim_dtype = PrimType::Float(32);
  PrimVar retyped_prim_var = prim_var.CopyWithDType(prim_dtype);
  EXPECT_FALSE(retyped_prim_var.same_as(prim_var));
  EXPECT_EQ(retyped_prim_var->name, "i");
  EXPECT_TRUE(retyped_prim_var.ty().same_as(prim_dtype));
  EXPECT_TRUE(retyped_prim_var->span.same_as(span));
}

TEST(Expr, PrimTypeBoolLanes) {
  using namespace tvm;
  PrimType boolx4 = PrimType::Bool(4);
  TVM_FFI_ICHECK(boolx4.IsFixedLengthVector());
  TVM_FFI_ICHECK(boolx4.MatchesCode(DLDataTypeCode::kDLBool));
  TVM_FFI_ICHECK_EQ(boolx4.lanes(), 4);
  TVM_FFI_ICHECK(boolx4.MatchesElementType(DLDataTypeCode::kDLBool, 8));
}

TEST(ExprNodeRef, Basic) {
  using namespace tvm;
  using namespace tvm::tirx;
  PrimVar x("x");
  PrimExpr z = max(x + 1 + 2, 100);
  const tirx::MaxNode* op = z.as<tirx::MaxNode>();
  TVM_FFI_ICHECK(ffi::GetRef<ffi::ObjectRef>(op).same_as(z));
}