/* * 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. */ /*! * \file codegen_arm.cc * \brief ARM specific code generator */ #ifdef TVM_LLVM_VERSION #include #include "codegen_cpu.h" namespace tvm { namespace codegen { // ARM specific code generator, this is used as an example on // how to override behavior llvm code generator for specific target class CodeGenARM final : public CodeGenCPU { public: void InitTarget(llvm::TargetMachine* tm) final { // set native vector bits. native_vector_bits_ = 16 * 8; CodeGenCPU::InitTarget(tm); } llvm::Value* CreateIntrinsic(const CallNode* op) override; private: PrimExpr ARMPopcount(const CallNode* op); }; llvm::Value* CodeGenARM::CreateIntrinsic(const CallNode* op) { if (op->op.same_as(builtin_call_llvm_intrin_) || op->op.same_as(builtin_call_llvm_pure_intrin_)) { llvm::Intrinsic::ID id = static_cast(Downcast(op->args[0])->value); if (id == ::llvm::Intrinsic::ctpop) { PrimExpr e = ARMPopcount(op); return CodeGenCPU::CreateIntrinsic(e.as()); } } return CodeGenCPU::CreateIntrinsic(op); } PrimExpr CodeGenARM::ARMPopcount(const CallNode* call) { using namespace tir; const PrimExpr& e = call->args[2]; ::llvm::Intrinsic::ID ctpop_id = ::llvm::Intrinsic::ctpop; ::llvm::Intrinsic::ID vpaddlu_id = ::llvm::Intrinsic::arm_neon_vpaddlu; // Fallback to default llvm lowering rule if input type not a full vector or half vector length int total_size = call->dtype.bits() * call->dtype.lanes(); if (!call->dtype.is_vector() || call->dtype.bits() == 8 || (total_size != 128 && total_size != 64)) { Array vcnt_args; vcnt_args.push_back(IntImm(DataType::UInt(32), ctpop_id)); vcnt_args.push_back(IntImm(DataType::UInt(32), 1)); vcnt_args.push_back(e); return tir::Call(call->dtype, builtin_call_llvm_pure_intrin_, vcnt_args); } // Popcount lowering rule: // Reinterpret input vector as a vector of 8bit values and preform popcount // Pairwise add between adjacent elements and double width with vpaddlu // to return back to original input type // Dvisions are always divisible (number of bits = 64 or 128) DataType uint8_type = DataType(e.dtype().code(), 8, e.dtype().bits() * e.dtype().lanes() / 8); DataType uint16_type = DataType(uint8_type.code(), 16, uint8_type.bits() * uint8_type.lanes() / 16); DataType uint32_type = DataType(uint16_type.code(), 32, uint8_type.bits() * uint8_type.lanes() / 32); // Interpret input as vector of 8bit values PrimExpr input8 = reinterpret(uint8_type, e); // Popcount 8bit->8bit const CallNode* c0 = input8.as(); ICHECK(c0 != nullptr); Array vcnt8_args; vcnt8_args.push_back(IntImm(DataType::UInt(32), ctpop_id)); vcnt8_args.push_back(IntImm(DataType::UInt(32), 1)); vcnt8_args.push_back(input8); PrimExpr vcnt8 = tir::Call(uint8_type, builtin_call_llvm_pure_intrin_, vcnt8_args); // Accumulation 8->16bit Array vcnt16_args; vcnt16_args.push_back(IntImm(DataType::UInt(32), vpaddlu_id)); vcnt16_args.push_back(IntImm(DataType::UInt(32), 1)); vcnt16_args.push_back(vcnt8); PrimExpr vcnt16 = tir::Call(uint16_type, builtin_call_llvm_pure_intrin_, vcnt16_args); if (call->dtype.bits() == 16) { return vcnt16; } // Accumulation 16->32bit Array vcnt32_args; vcnt32_args.push_back(IntImm(DataType::UInt(32), vpaddlu_id)); vcnt32_args.push_back(IntImm(DataType::UInt(32), 1)); vcnt32_args.push_back(vcnt16); PrimExpr vcnt32 = tir::Call(uint32_type, builtin_call_llvm_pure_intrin_, vcnt32_args); if (call->dtype.bits() == 32) { return vcnt32; } // Accumulation 32->64bit Array vcnt64_args; vcnt64_args.push_back(IntImm(DataType::UInt(32), vpaddlu_id)); vcnt64_args.push_back(IntImm(DataType::UInt(32), 1)); vcnt64_args.push_back(vcnt32); return tir::Call(call->dtype, builtin_call_llvm_pure_intrin_, vcnt64_args); } TVM_REGISTER_GLOBAL("tvm.codegen.llvm.target_arm") .set_body([](const TVMArgs& targs, TVMRetValue* rv) { CodeGenLLVM* cg = new CodeGenARM(); *rv = static_cast(cg); }); } // namespace codegen } // namespace tvm #endif // TVM_LLVM_VERSION