/* * 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 #include #include TEST(Simplify, MinMax) { tvm::arith::Analyzer ana; auto x = tvm::te::var("x"); auto e1 = (tvm::max(x, 1) - tvm::max(x, 1)); auto e1s = ana->canonical_simplify(e1); TVM_FFI_ICHECK(tvm::tirx::is_zero(e1s)); auto e2 = (x * tvm::min(x, 1)) - (x * tvm::min(x, 1)); auto e2s = ana->canonical_simplify(e2); TVM_FFI_ICHECK(tvm::tirx::is_zero(e2s)); } TEST(Simplify, Mul) { tvm::arith::Analyzer ana; auto x = tvm::te::var("x"); auto e = (x * x) - (x * x); auto es = ana->canonical_simplify(e); TVM_FFI_ICHECK(tvm::tirx::is_zero(es)); } TEST(Simplify, Mod) { tvm::arith::Analyzer ana; auto x = tvm::IntImm::Int32(10); auto y = tvm::IntImm::Int32(12); // Mod::make is used instead of % to avoid constant folding during // calling operator%(x,y). Mod::make doesn't try constant folding, // and therefore, the constant folding will be attempted in CanonicalSimplify auto mod = ana->canonical_simplify(tvm::tirx::Mod(x, y)); auto es = ana->canonical_simplify(mod - x); TVM_FFI_ICHECK(tvm::tirx::is_zero(es)); } TEST(AnalyzerObjectRef, CopySharesMutableState) { tvm::arith::Analyzer analyzer; tvm::arith::Analyzer copy = analyzer; auto x = tvm::te::var("x"); copy->Bind(x, tvm::Range::FromMinExtent(0, 8)); TVM_FFI_ICHECK(analyzer->CanProve(x < 8)); } TEST(AnalyzerObjectRef, ConstHandleRefCanMutateAnalyzerState) { tvm::arith::Analyzer analyzer; const tvm::arith::Analyzer& analyzer_ref = analyzer; auto x = tvm::te::var("x"); analyzer_ref->Bind(x, tvm::Range::FromMinExtent(0, 8)); TVM_FFI_ICHECK(analyzer->CanProve(x < 8)); } TEST(AnalyzerObjectRef, CloneIsIndependent) { tvm::arith::Analyzer analyzer; auto x = tvm::te::var("x"); auto y = tvm::te::var("y"); analyzer->Bind(x, tvm::Range::FromMinExtent(0, 8)); analyzer->modular_set.Update(x, tvm::arith::ModularSet(4, 0)); tvm::arith::Analyzer clone = analyzer->Clone(); TVM_FFI_ICHECK(clone->CanProve(x < 8)); TVM_FFI_ICHECK(clone->modular_set(x)->coeff == 4); clone->Bind(y, tvm::Range::FromMinExtent(0, 4)); clone->modular_set.Update(x, tvm::arith::ModularSet(8, 0), true); TVM_FFI_ICHECK(clone->CanProve(y < 4)); TVM_FFI_ICHECK(!analyzer->CanProve(y < 4)); TVM_FFI_ICHECK(analyzer->CanProve(x < 8)); TVM_FFI_ICHECK(analyzer->modular_set(x)->coeff == 4); TVM_FFI_ICHECK(clone->modular_set(x)->coeff == 8); } TEST(ConstantFold, Broadcast) { tvm::ffi::StructuralEqual checker; auto i32x4 = tvm::tirx::Broadcast(tvm::IntImm::Int32(10), 4); auto i64x4 = tvm::cast(i32x4.ty().WithBits(64), i32x4); auto i64x4_expected = tvm::tirx::Broadcast(tvm::IntImm::Int64(10), 4); ASSERT_TRUE(checker(i64x4, i64x4_expected)); } TEST(ConstantFold, Ramp) { tvm::ffi::StructuralEqual checker; auto i32x4 = tvm::tirx::Ramp(tvm::IntImm::Int32(10), tvm::IntImm::Int32(1), 4); auto i64x4 = tvm::cast(i32x4.ty().WithBits(64), i32x4); auto i64x4_expected = tvm::tirx::Ramp(tvm::IntImm::Int64(10), tvm::IntImm::Int64(1), 4); ASSERT_TRUE(checker(i64x4, i64x4_expected)); auto f32x4 = tvm::cast(tvm::PrimType::Float(32, 4), i32x4); auto f32x4_expected = tvm::tirx::Cast(tvm::PrimType::Float(32, 4), i32x4); ASSERT_TRUE(checker(f32x4, f32x4_expected)); }