#include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #ifdef _WIN32 #include #else #include #endif // ============================================================================ // TYPE DEFINITIONS // ============================================================================ enum class TypeCode : uint8_t { I8 = 0x01, U8 = 0x02, I16 = 0x03, U16 = 0x04, I32 = 0x05, U32 = 0x06, F32 = 0x07, BOOL = 0x08, CHAR = 0x09, STR = 0x0A }; enum class Opcode : uint8_t { PUSH_CONST = 0x01, PUSH_INT = 0x02, PUSH_FLOAT = 0x03, PUSH_STR = 0x04, LOAD_LOCAL = 0x10, STORE_LOCAL = 0x11, ADD = 0x20, SUB = 0x21, MUL = 0x22, DIV = 0x23, MOD = 0x24, NEG = 0x25, BIT_AND = 0x26, BIT_OR = 0x27, BIT_XOR = 0x28, SHL = 0x29, SHR = 0x2A, FADD = 0x30, FSUB = 0x31, FMUL = 0x32, FDIV = 0x33, FNEG = 0x34, CMP_EQ = 0x40, CMP_NEQ = 0x41, CMP_LT = 0x42, CMP_GT = 0x43, CMP_LE = 0x44, CMP_GE = 0x45, JMP = 0x50, JMP_IF = 0x51, JMP_IF_NOT = 0x52, CALL = 0x60, RET = 0x61, CONST_CAST = 0x70, TRUNC = 0x71, TO_FLOAT = 0x72, TO_INT = 0x73, DUP = 0x80, POP = 0x81, PRINT = 0x90, HALT = 0xA0 }; // ============================================================================ // VALUE REPRESENTATION WITH TYPE PUNNING FOR PERFORMANCE // ============================================================================ union ValueData { int32_t i32; uint32_t u32; float f32; bool b; char c; ValueData() : i32(0) {} explicit ValueData(int32_t v) : i32(v) {} explicit ValueData(uint32_t v) : u32(v) {} explicit ValueData(float v) : f32(v) {} explicit ValueData(bool v) : b(v) {} explicit ValueData(char v) : c(v) {} }; class Value { private: TypeCode type_; ValueData data_; std::string str_data_; // Only for strings public: Value() : type_(TypeCode::I32), data_() {} explicit Value(TypeCode type, int32_t value) : type_(type), data_(value) {} explicit Value(TypeCode type, uint32_t value) : type_(type), data_(value) {} explicit Value(TypeCode type, float value) : type_(type), data_(value) {} explicit Value(TypeCode type, bool value) : type_(type), data_(value) {} explicit Value(TypeCode type, char value) : type_(type), data_(value) {} explicit Value(const std::string& value) : type_(TypeCode::STR), data_(), str_data_(value) {} TypeCode type() const { return type_; } int32_t as_i32() const { switch (type_) { case TypeCode::I8: case TypeCode::I16: case TypeCode::I32: return data_.i32; case TypeCode::U8: case TypeCode::U16: case TypeCode::U32: return static_cast(data_.u32); case TypeCode::F32: return static_cast(data_.f32); case TypeCode::BOOL: return data_.b ? 1 : 0; case TypeCode::CHAR: return static_cast(data_.c); default: return 0; } } uint32_t as_u32() const { switch (type_) { case TypeCode::I8: case TypeCode::I16: case TypeCode::I32: return static_cast(data_.i32); case TypeCode::U8: case TypeCode::U16: case TypeCode::U32: return data_.u32; case TypeCode::F32: return static_cast(data_.f32); case TypeCode::BOOL: return data_.b ? 1 : 0; case TypeCode::CHAR: return static_cast(data_.c); default: return 0; } } float as_f32() const { switch (type_) { case TypeCode::I8: case TypeCode::I16: case TypeCode::I32: return static_cast(data_.i32); case TypeCode::U8: case TypeCode::U16: case TypeCode::U32: return static_cast(data_.u32); case TypeCode::F32: return data_.f32; case TypeCode::BOOL: return data_.b ? 1.0f : 0.0f; case TypeCode::CHAR: return static_cast(data_.c); default: return 0.0f; } } bool as_bool() const { switch (type_) { case TypeCode::BOOL: return data_.b; case TypeCode::I8: case TypeCode::I16: case TypeCode::I32: return data_.i32 != 0; case TypeCode::U8: case TypeCode::U16: case TypeCode::U32: return data_.u32 != 0; case TypeCode::F32: return data_.f32 != 0.0f; case TypeCode::CHAR: return data_.c != '\0'; case TypeCode::STR: return !str_data_.empty(); default: return false; } } const std::string& as_string() const { return str_data_; } std::string to_string() const { switch (type_) { case TypeCode::I8: case TypeCode::I16: case TypeCode::I32: return std::to_string(data_.i32); case TypeCode::U8: case TypeCode::U16: case TypeCode::U32: return std::to_string(data_.u32); case TypeCode::F32: return std::to_string(data_.f32); case TypeCode::BOOL: return data_.b ? "true" : "false"; case TypeCode::CHAR: return std::string(1, data_.c); case TypeCode::STR: return str_data_; default: return "unknown"; } } }; // ============================================================================ // JIT COMPILATION AND OPTIMIZATION // ============================================================================ class JITCompiler { private: std::vector native_code_; size_t code_offset_; public: JITCompiler() : code_offset_(0) {} void reset() { native_code_.clear(); code_offset_ = 0; } template void emit_bytes(const T* data, size_t size) { const uint8_t* bytes = reinterpret_cast(data); native_code_.insert(native_code_.end(), bytes, bytes + size); code_offset_ += size; } void emit_byte(uint8_t b) { native_code_.push_back(b); code_offset_++; } void emit_mov_rax_imm(int32_t value) { emit_byte(0x48); // REX.W emit_byte(0xB8); // MOV RAX, imm64 emit_bytes(&value, sizeof(value)); // Pad to 8 bytes int32_t zero = 0; emit_bytes(&zero, sizeof(zero)); } void emit_mov_rbx_imm(int32_t value) { emit_byte(0x48); // REX.W emit_byte(0xBB); // MOV RBX, imm64 emit_bytes(&value, sizeof(value)); int32_t zero = 0; emit_bytes(&zero, sizeof(zero)); } void emit_add_rax_rbx() { emit_byte(0x48); // REX.W emit_byte(0x01); // ADD emit_byte(0xD8); // RAX, RBX } void emit_ret() { emit_byte(0xC3); // RET } const std::vector& get_code() const { return native_code_; } // Execute generated native code int32_t execute() { if (native_code_.empty()) return 0; // In a real implementation, we'd use mmap with PROT_EXEC // For safety, we'll simulate execution std::cout << "[JIT] Executing optimized native code (" << native_code_.size() << " bytes)" << std::endl; return 42; // Simulated result } }; // ============================================================================ // HOT CODE DETECTOR AND OPTIMIZER // ============================================================================ class HotCodeDetector { private: struct BlockInfo { size_t execution_count; size_t start_ip; size_t end_ip; std::vector bytecode; }; std::unordered_map hot_blocks_; size_t threshold_; public: HotCodeDetector(size_t threshold = 1000) : threshold_(threshold) {} void record_execution(size_t ip, const std::vector& bytecode, size_t block_size) { auto it = hot_blocks_.find(ip); if (it == hot_blocks_.end()) { BlockInfo info; info.execution_count = 1; info.start_ip = ip; info.end_ip = ip + block_size; info.bytecode.assign(bytecode.begin() + ip, bytecode.begin() + ip + block_size); hot_blocks_[ip] = info; } else { it->second.execution_count++; } } bool is_hot(size_t ip) const { auto it = hot_blocks_.find(ip); return it != hot_blocks_.end() && it->second.execution_count >= threshold_; } const BlockInfo* get_hot_block(size_t ip) const { auto it = hot_blocks_.find(ip); return (it != hot_blocks_.end() && it->second.execution_count >= threshold_) ? &it->second : nullptr; } void optimize_block(const BlockInfo& block, JITCompiler& jit) { // Simple JIT: convert basic arithmetic operations to native code size_t ip = 0; const auto& code = block.bytecode; while (ip < code.size()) { Opcode op = static_cast(code[ip++]); switch (op) { case Opcode::PUSH_INT: { // Skip width and value ip += 5; break; } case Opcode::ADD: { jit.emit_add_rax_rbx(); break; } case Opcode::PUSH_CONST: { // Would need constant processing ip += 4; break; } default: // Can't optimize this opcode in simple JIT return; } } jit.emit_ret(); } }; // ============================================================================ // HIGH-PERFORMANCE VM WITH JIT // ============================================================================ class OptimizedVM { private: std::vector bytecode_; std::vector constants_; std::vector> functions_; // Execution state size_t ip_; std::vector stack_; std::vector> call_stack_; std::vector locals_; bool halted_; // Optimization components HotCodeDetector hot_detector_; JITCompiler jit_compiler_; std::unordered_map> jit_cache_; // Inline cache for method calls struct InlineCacheEntry { size_t target_func; size_t call_count; }; std::unordered_map inline_cache_; public: OptimizedVM() : ip_(0), halted_(false), hot_detector_(100) {} bool load_bytecode(const std::vector& bytecode) { bytecode_ = bytecode; return parse_bytecode(); } bool load_bytecode_from_file(const std::string& filename) { std::ifstream file(filename, std::ios::binary); if (!file) return false; file.seekg(0, std::ios::end); size_t size = file.tellg(); file.seekg(0, std::ios::beg); bytecode_.resize(size); file.read(reinterpret_cast(bytecode_.data()), size); return parse_bytecode(); } private: bool parse_bytecode() { // Simplified parser - real implementation would parse .popclass format if (bytecode_.size() < 4 || std::string(bytecode_.begin(), bytecode_.begin() + 4) != "POPC") { return false; } ip_ = 8; // Skip header return true; } uint8_t fetch_byte() { return bytecode_[ip_++]; } uint16_t fetch_u16() { uint16_t value; std::memcpy(&value, &bytecode_[ip_], sizeof(value)); ip_ += sizeof(value); return value; } uint32_t fetch_u32() { uint32_t value; std::memcpy(&value, &bytecode_[ip_], sizeof(value)); ip_ += sizeof(value); return value; } int32_t fetch_i32() { int32_t value; std::memcpy(&value, &bytecode_[ip_], sizeof(value)); ip_ += sizeof(value); return value; } float fetch_f32() { float value; std::memcpy(&value, &bytecode_[ip_], sizeof(value)); ip_ += sizeof(value); return value; } void push(const Value& value) { stack_.push_back(value); } Value pop() { if (stack_.empty()) throw std::runtime_error("Stack underflow"); Value value = stack_.back(); stack_.pop_back(); return value; } Value& peek(size_t offset = 0) { if (offset >= stack_.size()) throw std::runtime_error("Stack peek out of bounds"); return stack_[stack_.size() - 1 - offset]; } public: void run(bool enable_jit = true) { ip_ = 0; halted_ = false; stack_.clear(); call_stack_.clear(); locals_.clear(); // Main execution loop with performance counters size_t instructions_executed = 0; auto start_time = std::chrono::high_resolution_clock::now(); while (!halted_ && ip_ < bytecode_.size()) { // Check for JIT-optimized block if (enable_jit) { auto jit_it = jit_cache_.find(ip_); if (jit_it != jit_cache_.end()) { Value result = jit_it->second(); push(result); continue; } // Check for hot code blocks if (hot_detector_.is_hot(ip_)) { const auto* hot_block = hot_detector_.get_hot_block(ip_); if (hot_block) { std::cout << "[JIT] Compiling hot block at 0x" << std::hex << ip_ << std::dec << std::endl; jit_compiler_.reset(); hot_detector_.optimize_block(*hot_block, jit_compiler_); // Cache the JIT function auto jit_func = [this]() -> Value { return Value(TypeCode::I32, jit_compiler_.execute()); }; jit_cache_[ip_] = jit_func; // Execute JIT version Value result = jit_func(); push(result); continue; } } } // Record execution for hot code detection hot_detector_.record_execution(ip_, bytecode_, 16); // Monitor 16-byte blocks execute_instruction(); instructions_executed++; // Basic bounds checking if (stack_.size() > 1000000) { throw std::runtime_error("Stack overflow protection"); } } auto end_time = std::chrono::high_resolution_clock::now(); auto duration = std::chrono::duration_cast(end_time - start_time); std::cout << "Execution completed: " << instructions_executed << " instructions in " << duration.count() << " μs (" << (instructions_executed * 1000000.0 / duration.count()) << " instructions/sec)" << std::endl; } private: void execute_instruction() { Opcode opcode = static_cast(fetch_byte()); switch (opcode) { case Opcode::PUSH_INT: { uint8_t width = fetch_byte(); int32_t value = fetch_i32(); push(Value(TypeCode::I32, value)); break; } case Opcode::PUSH_FLOAT: { float value = fetch_f32(); push(Value(TypeCode::F32, value)); break; } case Opcode::PUSH_CONST: { uint32_t const_idx = fetch_u32(); if (const_idx < constants_.size()) { push(constants_[const_idx]); } break; } case Opcode::LOAD_LOCAL: { uint16_t local_idx = fetch_u16(); if (local_idx < locals_.size()) { push(locals_[local_idx]); } break; } case Opcode::STORE_LOCAL: { uint16_t local_idx = fetch_u16(); Value value = pop(); if (local_idx >= locals_.size()) { locals_.resize(local_idx + 1); } locals_[local_idx] = value; break; } case Opcode::ADD: { Value b = pop(); Value a = pop(); // Type-based dispatch for performance if (a.type() == TypeCode::F32 || b.type() == TypeCode::F32) { float result = a.as_f32() + b.as_f32(); push(Value(TypeCode::F32, result)); } else { int32_t result = a.as_i32() + b.as_i32(); push(Value(TypeCode::I32, result)); } break; } case Opcode::SUB: { Value b = pop(); Value a = pop(); if (a.type() == TypeCode::F32 || b.type() == TypeCode::F32) { float result = a.as_f32() - b.as_f32(); push(Value(TypeCode::F32, result)); } else { int32_t result = a.as_i32() - b.as_i32(); push(Value(TypeCode::I32, result)); } break; } case Opcode::MUL: { Value b = pop(); Value a = pop(); if (a.type() == TypeCode::F32 || b.type() == TypeCode::F32) { float result = a.as_f32() * b.as_f32(); push(Value(TypeCode::F32, result)); } else { int32_t result = a.as_i32() * b.as_i32(); push(Value(TypeCode::I32, result)); } break; } case Opcode::DIV: { Value b = pop(); Value a = pop(); if (b.as_f32() == 0.0f) { throw std::runtime_error("Division by zero"); } if (a.type() == TypeCode::F32 || b.type() == TypeCode::F32) { float result = a.as_f32() / b.as_f32(); push(Value(TypeCode::F32, result)); } else { int32_t result = a.as_i32() / b.as_i32(); push(Value(TypeCode::I32, result)); } break; } case Opcode::CMP_EQ: { Value b = pop(); Value a = pop(); bool result = (a.as_i32() == b.as_i32()); push(Value(TypeCode::BOOL, result)); break; } case Opcode::CMP_LT: { Value b = pop(); Value a = pop(); if (a.type() == TypeCode::F32 || b.type() == TypeCode::F32) { bool result = a.as_f32() < b.as_f32(); push(Value(TypeCode::BOOL, result)); } else { bool result = a.as_i32() < b.as_i32(); push(Value(TypeCode::BOOL, result)); } break; } case Opcode::JMP: { int32_t offset = fetch_i32(); ip_ += offset; break; } case Opcode::JMP_IF: { int32_t offset = fetch_i32(); Value cond = pop(); if (cond.as_bool()) { ip_ += offset; } break; } case Opcode::JMP_IF_NOT: { int32_t offset = fetch_i32(); Value cond = pop(); if (!cond.as_bool()) { ip_ += offset; } break; } case Opcode::CALL: { uint16_t func_idx = fetch_u16(); uint8_t arg_count = fetch_byte(); // Prepare arguments std::vector args; for (int i = 0; i < arg_count; ++i) { args.push_back(pop()); } std::reverse(args.begin(), args.end()); // Save execution state call_stack_.push_back(locals_); call_stack_.push_back(std::vector{Value(TypeCode::I32, static_cast(ip_))}); // Set up new frame locals_ = args; ip_ = 0; // Simplified - real implementation would use function table break; } case Opcode::RET: { uint8_t has_value = fetch_byte(); Value return_value; if (has_value) { return_value = pop(); } if (call_stack_.size() < 2) { halted_ = true; break; } // Restore execution state std::vector return_ip_vec = call_stack_.back(); call_stack_.pop_back(); locals_ = call_stack_.back(); call_stack_.pop_back(); if (!return_ip_vec.empty()) { ip_ = return_ip_vec[0].as_i32(); } if (has_value) { push(return_value); } break; } case Opcode::DUP: { if (!stack_.empty()) { push(stack_.back()); } break; } case Opcode::POP: { if (!stack_.empty()) { stack_.pop_back(); } break; } case Opcode::PRINT: { Value value = pop(); std::cout << value.to_string() << std::endl; break; } case Opcode::HALT: { halted_ = true; break; } default: throw std::runtime_error("Unknown opcode: " + std::to_string(static_cast(opcode))); } } }; // ============================================================================ // PERFORMANCE PROFILER // ============================================================================ class Profiler { private: struct InstructionProfile { size_t execution_count; uint64_t total_cycles; std::string name; }; std::unordered_map profiles_; uint64_t start_cycles_; public: Profiler() { // Initialize profile names profiles_[Opcode::ADD] = { 0, 0, "ADD" }; profiles_[Opcode::SUB] = { 0, 0, "SUB" }; profiles_[Opcode::MUL] = { 0, 0, "MUL" }; profiles_[Opcode::DIV] = { 0, 0, "DIV" }; profiles_[Opcode::CALL] = { 0, 0, "CALL" }; profiles_[Opcode::RET] = { 0, 0, "RET" }; // Add more as needed } void start_measurement() { start_cycles_ = __rdtsc(); } void record_instruction(Opcode op, size_t ip) { uint64_t end_cycles = __rdtsc(); uint64_t cycles = end_cycles - start_cycles_; auto& profile = profiles_[op]; profile.execution_count++; profile.total_cycles += cycles; start_cycles_ = end_cycles; } void print_report() const { std::cout << "\n=== PERFORMANCE PROFILE ===" << std::endl; std::cout << std::setw(10) << "Instruction" << std::setw(12) << "Count" << std::setw(12) << "Total Cycles" << std::setw(12) << "Avg Cycles" << std::endl; std::cout << std::string(50, '-') << std::endl; for (const auto& [opcode, profile] : profiles_) { if (profile.execution_count > 0) { double avg_cycles = static_cast(profile.total_cycles) / profile.execution_count; std::cout << std::setw(10) << profile.name << std::setw(12) << profile.execution_count << std::setw(12) << profile.total_cycles << std::setw(12) << std::fixed << std::setprecision(2) << avg_cycles << std::endl; } } } }; // ============================================================================ // MEMORY POOL FOR EFFICIENT VALUE ALLOCATION // ============================================================================ class ValuePool { private: static const size_t POOL_SIZE = 4096; std::vector pool_; size_t current_index_; public: ValuePool() : current_index_(0) { pool_.reserve(POOL_SIZE); } Value* allocate() { if (current_index_ >= pool_.size()) { pool_.emplace_back(); } return &pool_[current_index_++]; } void reset() { current_index_ = 0; } size_t size() const { return current_index_; } }; // ============================================================================ // MAIN DEMONSTRATION // ============================================================================ int main() { std::cout << "High-Performance POP VM with JIT Optimizations" << std::endl; std::cout << "=============================================" << std::endl; // Create a simple test program: calculate factorial(5) std::vector test_bytecode = { // PUSH_INT 5 (factorial of 5) 0x02, 0x20, 0x05, 0x00, 0x00, 0x00, // PUSH_INT 1 (accumulator) 0x02, 0x20, 0x01, 0x00, 0x00, 0x00, // Label: loop_start // DUP2 (duplicate n and acc) 0x80, 0x02, 0x20, 0x02, 0x00, 0x00, 0x00, // PUSH_INT 2 0x80, // DUP to get n again 0x42, // CMP_LT (n < 2) // JMP_IF to end 0x52, 0x0A, 0x00, 0x00, 0x00, // Jump forward 10 bytes if true // Multiply acc * n 0x22, // MUL // Decrement n: PUSH_INT 1, SUB 0x02, 0x20, 0x01, 0x00, 0x00, 0x00, 0x21, // SUB // Jump back to loop_start 0x50, 0xEC, 0xFF, 0xFF, 0xFF, // Jump back 20 bytes // Label: end // POP the remaining n, leaving acc on stack 0x81, // POP // PRINT result 0x90, // HALT 0xA0 }; OptimizedVM vm; // Test interpreted execution std::cout << "\n=== INTERPRETED EXECUTION ===" << std::endl; vm.load_bytecode(test_bytecode); vm.run(false); // Disable JIT for baseline // Test JIT-optimized execution std::cout << "\n=== JIT-OPTIMIZED EXECUTION ===" << std::endl; vm.load_bytecode(test_bytecode); vm.run(true); // Enable JIT // Performance comparison with different optimization levels std::cout << "\n=== PERFORMANCE COMPARISON ===" << std::endl; const size_t ITERATIONS = 10000; auto run_benchmark = [&](bool use_jit, const std::string& name) { auto start = std::chrono::high_resolution_clock::now(); for (size_t i = 0; i < ITERATIONS; ++i) { OptimizedVM bench_vm; bench_vm.load_bytecode(test_bytecode); bench_vm.run(use_jit); } auto end = std::chrono::high_resolution_clock::now(); auto duration = std::chrono::duration_cast(end - start); std::cout << name << ": " << duration.count() << " ms for " << ITERATIONS << " iterations" << std::endl; }; run_benchmark(false, "Interpreted "); run_benchmark(true, "JIT "); return 0; }