Merge pull request #1432 from chriseth/sol_cseForMemoryAndStorage

Optimizer for memory and storage.

libevmcore/Assembly.cpp

@@ -187,18 +187,7 @@ Assembly& Assembly::optimise(bool _enable)
 {
 	if (!_enable)
 		return *this;
-	std::vector<pair<AssemblyItems, function<AssemblyItems(AssemblyItemsConstRef)>>> rules =
+	std::vector<pair<AssemblyItems, function<AssemblyItems(AssemblyItemsConstRef)>>> rules;
-	{
-		{ { Push, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushTag, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushString, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushSub, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushSubSize, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { PushProgramSize, Instruction::POP }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-		{ { Push, PushTag, Instruction::JUMPI }, [](AssemblyItemsConstRef m) -> AssemblyItems { if (m[0].data()) return { m[1], Instruction::JUMP }; else return {}; } },
-		{ { Instruction::ISZERO, Instruction::ISZERO }, [](AssemblyItemsConstRef) -> AssemblyItems { return {}; } },
-	};
-
 	// jump to next instruction
 	rules.push_back({ { PushTag, Instruction::JUMP, Tag }, [](AssemblyItemsConstRef m) -> AssemblyItems { if (m[0].m_data == m[2].m_data) return {m[2]}; else return m.toVector(); }});
 
@@ -235,8 +224,6 @@ Assembly& Assembly::optimise(bool _enable)
 					*orig = move(*moveIter);
 				iter = m_items.erase(orig, iter);
 			}
-			if (iter != m_items.end())
-				++iter;
 		}
 
 		for (unsigned i = 0; i < m_items.size(); ++i)

libevmcore/CommonSubexpressionEliminator.cpp

@@ -32,6 +32,8 @@ using namespace dev::eth;
 
 vector<AssemblyItem> CommonSubexpressionEliminator::getOptimizedItems()
 {
+	optimizeBreakingItem();
+
 	map<int, ExpressionClasses::Id> initialStackContents;
 	map<int, ExpressionClasses::Id> targetStackContents;
 	int minHeight = m_stackHeight + 1;
@@ -45,19 +47,27 @@ vector<AssemblyItem> CommonSubexpressionEliminator::getOptimizedItems()
 	// Debug info:
 	//stream(cout, initialStackContents, targetStackContents);
 
-	return CSECodeGenerator(m_expressionClasses).generateCode(initialStackContents, targetStackContents);
+	AssemblyItems items = CSECodeGenerator(m_expressionClasses, m_storeOperations).generateCode(
+		initialStackContents,
+		targetStackContents
+	);
+	if (m_breakingItem)
+		items.push_back(*m_breakingItem);
+	return items;
 }
 
 ostream& CommonSubexpressionEliminator::stream(
 	ostream& _out,
-	map<int, ExpressionClasses::Id> _currentStack,
+	map<int, ExpressionClasses::Id> _initialStack,
 	map<int, ExpressionClasses::Id> _targetStack
 ) const
 {
 	auto streamExpressionClass = [this](ostream& _out, ExpressionClasses::Id _id)
 	{
 		auto const& expr = m_expressionClasses.representative(_id);
-		_out << "  " << _id << ": " << *expr.item;
+		_out << "  " << dec << _id << ": " << *expr.item;
+		if (expr.sequenceNumber)
+			_out << "@" << dec << expr.sequenceNumber;
 		_out << "(";
 		for (ExpressionClasses::Id arg: expr.arguments)
 			_out << dec << arg << ",";
@@ -66,18 +76,12 @@ ostream& CommonSubexpressionEliminator::stream(
 
 	_out << "Optimizer analysis:" << endl;
 	_out << "Final stack height: " << dec << m_stackHeight << endl;
-	_out << "Stack elements: " << endl;
-	for (auto const& it: m_stackElements)
-	{
-		_out << "  " << dec << it.first << " = ";
-		streamExpressionClass(_out, it.second);
-	}
 	_out << "Equivalence classes: " << endl;
 	for (ExpressionClasses::Id eqClass = 0; eqClass < m_expressionClasses.size(); ++eqClass)
 		streamExpressionClass(_out, eqClass);
 
-	_out << "Current stack: " << endl;
+	_out << "Initial stack: " << endl;
-	for (auto const& it: _currentStack)
+	for (auto const& it: _initialStack)
 	{
 		_out << "  " << dec << it.first << ": ";
 		streamExpressionClass(_out, it.second);
@@ -92,13 +96,12 @@ ostream& CommonSubexpressionEliminator::stream(
 	return _out;
 }
 
-void CommonSubexpressionEliminator::feedItem(AssemblyItem const& _item)
+void CommonSubexpressionEliminator::feedItem(AssemblyItem const& _item, bool _copyItem)
 {
 	if (_item.type() != Operation)
 	{
-		if (_item.deposit() != 1)
+		assertThrow(_item.deposit() == 1, InvalidDeposit, "");
-			BOOST_THROW_EXCEPTION(InvalidDeposit());
+		setStackElement(++m_stackHeight, m_expressionClasses.find(_item, {}, _copyItem));
-		setStackElement(++m_stackHeight, m_expressionClasses.find(_item, {}));
 	}
 	else
 	{
@@ -119,12 +122,47 @@ void CommonSubexpressionEliminator::feedItem(AssemblyItem const& _item)
 			vector<ExpressionClasses::Id> arguments(info.args);
 			for (int i = 0; i < info.args; ++i)
 				arguments[i] = stackElement(m_stackHeight - i);
-			setStackElement(m_stackHeight + _item.deposit(), m_expressionClasses.find(_item, arguments));
+			if (_item.instruction() == Instruction::SSTORE)
+				storeInStorage(arguments[0], arguments[1]);
+			else if (_item.instruction() == Instruction::SLOAD)
+				setStackElement(m_stackHeight + _item.deposit(), loadFromStorage(arguments[0]));
+			else if (_item.instruction() == Instruction::MSTORE)
+				storeInMemory(arguments[0], arguments[1]);
+			else if (_item.instruction() == Instruction::MLOAD)
+				setStackElement(m_stackHeight + _item.deposit(), loadFromMemory(arguments[0]));
+			else
+				setStackElement(m_stackHeight + _item.deposit(), m_expressionClasses.find(_item, arguments, _copyItem));
 		}
 		m_stackHeight += _item.deposit();
 	}
 }
 
+void CommonSubexpressionEliminator::optimizeBreakingItem()
+{
+	if (!m_breakingItem || *m_breakingItem != AssemblyItem(Instruction::JUMPI))
+		return;
+
+	using Id = ExpressionClasses::Id;
+	static AssemblyItem s_jump = Instruction::JUMP;
+
+	Id condition = stackElement(m_stackHeight - 1);
+	Id zero = m_expressionClasses.find(u256(0));
+	if (m_expressionClasses.knownToBeDifferent(condition, zero))
+	{
+		feedItem(Instruction::SWAP1, true);
+		feedItem(Instruction::POP, true);
+		m_breakingItem = &s_jump;
+		return;
+	}
+	Id negatedCondition = m_expressionClasses.find(Instruction::ISZERO, {condition});
+	if (m_expressionClasses.knownToBeDifferent(negatedCondition, zero))
+	{
+		feedItem(Instruction::POP, true);
+		feedItem(Instruction::POP, true);
+		m_breakingItem = nullptr;
+	}
+}
+
 void CommonSubexpressionEliminator::setStackElement(int _stackHeight, ExpressionClasses::Id _class)
 {
 	m_stackElements[_stackHeight] = _class;
@@ -132,8 +170,7 @@ void CommonSubexpressionEliminator::setStackElement(int _stackHeight, Expression
 
 void CommonSubexpressionEliminator::swapStackElements(int _stackHeightA, int _stackHeightB)
 {
-	if (_stackHeightA == _stackHeightB)
+	assertThrow(_stackHeightA != _stackHeightB, OptimizerException, "Swap on same stack elements.");
-		BOOST_THROW_EXCEPTION(OptimizerException() << errinfo_comment("Swap on same stack elements."));
 	// ensure they are created
 	stackElement(_stackHeightA);
 	stackElement(_stackHeightB);
@@ -157,6 +194,60 @@ ExpressionClasses::Id CommonSubexpressionEliminator::initialStackElement(int _st
 	return m_expressionClasses.find(AssemblyItem(dupInstruction(1 - _stackHeight)));
 }
 
+void CommonSubexpressionEliminator::storeInStorage(ExpressionClasses::Id _slot, ExpressionClasses::Id _value)
+{
+	if (m_storageContent.count(_slot) && m_storageContent[_slot] == _value)
+		// do not execute the storage if we know that the value is already there
+		return;
+	m_sequenceNumber++;
+	decltype(m_storageContent) storageContents;
+	// copy over values at points where we know that they are different from _slot
+	for (auto const& storageItem: m_storageContent)
+		if (m_expressionClasses.knownToBeDifferent(storageItem.first, _slot))
+			storageContents.insert(storageItem);
+	m_storageContent = move(storageContents);
+	ExpressionClasses::Id id = m_expressionClasses.find(Instruction::SSTORE, {_slot, _value}, true, m_sequenceNumber);
+	m_storeOperations.push_back(StoreOperation(StoreOperation::Storage, _slot, m_sequenceNumber, id));
+	m_storageContent[_slot] = _value;
+	// increment a second time so that we get unique sequence numbers for writes
+	m_sequenceNumber++;
+}
+
+ExpressionClasses::Id CommonSubexpressionEliminator::loadFromStorage(ExpressionClasses::Id _slot)
+{
+	if (m_storageContent.count(_slot))
+		return m_storageContent.at(_slot);
+	else
+		return m_storageContent[_slot] = m_expressionClasses.find(Instruction::SLOAD, {_slot}, true, m_sequenceNumber);
+}
+
+void CommonSubexpressionEliminator::storeInMemory(ExpressionClasses::Id _slot, ExpressionClasses::Id _value)
+{
+	if (m_memoryContent.count(_slot) && m_memoryContent[_slot] == _value)
+		// do not execute the store if we know that the value is already there
+		return;
+	m_sequenceNumber++;
+	decltype(m_memoryContent) memoryContents;
+	// copy over values at points where we know that they are different from _slot by at least 32
+	for (auto const& memoryItem: m_memoryContent)
+		if (m_expressionClasses.knownToBeDifferentBy32(memoryItem.first, _slot))
+			memoryContents.insert(memoryItem);
+	m_memoryContent = move(memoryContents);
+	ExpressionClasses::Id id = m_expressionClasses.find(Instruction::MSTORE, {_slot, _value}, true, m_sequenceNumber);
+	m_storeOperations.push_back(StoreOperation(StoreOperation::Memory, _slot, m_sequenceNumber, id));
+	m_memoryContent[_slot] = _value;
+	// increment a second time so that we get unique sequence numbers for writes
+	m_sequenceNumber++;
+}
+
+ExpressionClasses::Id CommonSubexpressionEliminator::loadFromMemory(ExpressionClasses::Id _slot)
+{
+	if (m_memoryContent.count(_slot))
+		return m_memoryContent.at(_slot);
+	else
+		return m_memoryContent[_slot] = m_expressionClasses.find(Instruction::MLOAD, {_slot}, true, m_sequenceNumber);
+}
+
 bool SemanticInformation::breaksBasicBlock(AssemblyItem const& _item)
 {
 	switch (_item.type())
@@ -179,7 +270,19 @@ bool SemanticInformation::breaksBasicBlock(AssemblyItem const& _item)
 			return false;
 		if (_item.instruction() == Instruction::GAS || _item.instruction() == Instruction::PC)
 			return true; // GAS and PC assume a specific order of opcodes
+		if (_item.instruction() == Instruction::MSIZE)
+			return true; // msize is modified already by memory access, avoid that for now
+		if (_item.instruction() == Instruction::SHA3)
+			return true; //@todo: we have to compare sha3's not based on their memory addresses but on the memory content.
 		InstructionInfo info = instructionInfo(_item.instruction());
+		if (_item.instruction() == Instruction::SSTORE)
+			return false;
+		if (_item.instruction() == Instruction::MSTORE)
+			return false;
+		//@todo: We do not handle the following memory instructions for now:
+		// calldatacopy, codecopy, extcodecopy, mstore8,
+		// msize (note that msize also depends on memory read access)
+
 		// the second requirement will be lifted once it is implemented
 		return info.sideEffects || info.args > 2;
 	}
@@ -218,6 +321,16 @@ bool SemanticInformation::isSwapInstruction(AssemblyItem const& _item)
 	return Instruction::SWAP1 <= _item.instruction() && _item.instruction() <= Instruction::SWAP16;
 }
 
+CSECodeGenerator::CSECodeGenerator(
+	ExpressionClasses& _expressionClasses,
+	vector<CSECodeGenerator::StoreOperation> const& _storeOperations
+):
+	m_expressionClasses(_expressionClasses)
+{
+	for (auto const& store: _storeOperations)
+		m_storeOperations[make_pair(store.target, store.slot)].push_back(store);
+}
+
 AssemblyItems CSECodeGenerator::generateCode(
 	map<int, ExpressionClasses::Id> const& _initialStack,
 	map<int, ExpressionClasses::Id> const& _targetStackContents
@@ -230,26 +343,40 @@ AssemblyItems CSECodeGenerator::generateCode(
 
 	// @todo: provide information about the positions of copies of class elements
 
-	// generate the dependency graph
+	// generate the dependency graph starting from final storage and memory writes and target stack contents
+	for (auto const& p: m_storeOperations)
+		addDependencies(p.second.back().expression);
 	for (auto const& targetItem: _targetStackContents)
 	{
 		m_finalClasses.insert(targetItem.second);
 		addDependencies(targetItem.second);
 	}
 
-	// generate the actual elements
+	// store all needed sequenced expressions
+	set<pair<unsigned, ExpressionClasses::Id>> sequencedExpressions;
+	for (auto const& p: m_neededBy)
+		for (auto id: {p.first, p.second})
+			if (unsigned seqNr = m_expressionClasses.representative(id).sequenceNumber)
+				sequencedExpressions.insert(make_pair(seqNr, id));
+
+	// Perform all operations on storage and memory in order, if they are needed.
+	for (auto const& seqAndId: sequencedExpressions)
+		if (!m_classPositions.count(seqAndId.second))
+			generateClassElement(seqAndId.second, true);
+
+	// generate the target stack elements
 	for (auto const& targetItem: _targetStackContents)
 	{
-		removeStackTopIfPossible();
 		int position = generateClassElement(targetItem.second);
+		assertThrow(position != c_invalidPosition, OptimizerException, "");
 		if (position == targetItem.first)
 			continue;
 		if (position < targetItem.first)
 			// it is already at its target, we need another copy
 			appendDup(position);
 		else
-			appendSwapOrRemove(position);
+			appendOrRemoveSwap(position);
-		appendSwapOrRemove(targetItem.first);
+		appendOrRemoveSwap(targetItem.first);
 	}
 
 	// remove surplus elements
@@ -270,23 +397,59 @@ AssemblyItems CSECodeGenerator::generateCode(
 		// neither initial no target stack, no change in height
 		finalHeight = 0;
 	assertThrow(finalHeight == m_stackHeight, OptimizerException, "Incorrect final stack height.");
-
 	return m_generatedItems;
 }
 
 void CSECodeGenerator::addDependencies(ExpressionClasses::Id _c)
 {
 	if (m_neededBy.count(_c))
-		return;
+		return; // we already computed the dependencies for _c
-	for (ExpressionClasses::Id argument: m_expressionClasses.representative(_c).arguments)
+	ExpressionClasses::Expression expr = m_expressionClasses.representative(_c);
+	for (ExpressionClasses::Id argument: expr.arguments)
 	{
 		addDependencies(argument);
 		m_neededBy.insert(make_pair(argument, _c));
 	}
+	if (expr.item->type() == Operation && (
+		expr.item->instruction() == Instruction::SLOAD ||
+		expr.item->instruction() == Instruction::MLOAD
+	))
+	{
+		// this loads an unknown value from storage or memory and thus, in addition to its
+		// arguments, depends on all store operations to addresses where we do not know that
+		// they are different that occur before this load
+		StoreOperation::Target target = expr.item->instruction() == Instruction::SLOAD ?
+			StoreOperation::Storage : StoreOperation::Memory;
+		ExpressionClasses::Id slotToLoadFrom = expr.arguments.at(0);
+		for (auto const& p: m_storeOperations)
+		{
+			if (p.first.first != target)
+				continue;
+			ExpressionClasses::Id slot = p.first.second;
+			StoreOperations const& storeOps = p.second;
+			if (storeOps.front().sequenceNumber > expr.sequenceNumber)
+				continue;
+			if (
+				(target == StoreOperation::Memory && m_expressionClasses.knownToBeDifferentBy32(slot, slotToLoadFrom)) ||
+				(target == StoreOperation::Storage && m_expressionClasses.knownToBeDifferent(slot, slotToLoadFrom))
+			)
+				continue;
+			// note that store and load never have the same sequence number
+			ExpressionClasses::Id latestStore = storeOps.front().expression;
+			for (auto it = ++storeOps.begin(); it != storeOps.end(); ++it)
+				if (it->sequenceNumber < expr.sequenceNumber)
+					latestStore = it->expression;
+			addDependencies(latestStore);
+			m_neededBy.insert(make_pair(latestStore, _c));
+		}
+	}
 }
 
-int CSECodeGenerator::generateClassElement(ExpressionClasses::Id _c)
+int CSECodeGenerator::generateClassElement(ExpressionClasses::Id _c, bool _allowSequenced)
 {
+	// do some cleanup
+	removeStackTopIfPossible();
+
 	if (m_classPositions.count(_c))
 	{
 		assertThrow(
@@ -296,7 +459,13 @@ int CSECodeGenerator::generateClassElement(ExpressionClasses::Id _c)
 		);
 		return m_classPositions[_c];
 	}
-	ExpressionClasses::Ids const& arguments = m_expressionClasses.representative(_c).arguments;
+	ExpressionClasses::Expression const& expr = m_expressionClasses.representative(_c);
+	assertThrow(
+		_allowSequenced || expr.sequenceNumber == 0,
+		OptimizerException,
+		"Sequence constrained operation requested out of sequence."
+	);
+	ExpressionClasses::Ids const& arguments = expr.arguments;
 	for (ExpressionClasses::Id arg: boost::adaptors::reverse(arguments))
 		generateClassElement(arg);
 
@@ -307,42 +476,42 @@ int CSECodeGenerator::generateClassElement(ExpressionClasses::Id _c)
 	if (arguments.size() == 1)
 	{
 		if (canBeRemoved(arguments[0], _c))
-			appendSwapOrRemove(generateClassElement(arguments[0]));
+			appendOrRemoveSwap(classElementPosition(arguments[0]));
 		else
-			appendDup(generateClassElement(arguments[0]));
+			appendDup(classElementPosition(arguments[0]));
 	}
 	else if (arguments.size() == 2)
 	{
 		if (canBeRemoved(arguments[1], _c))
 		{
-			appendSwapOrRemove(generateClassElement(arguments[1]));
+			appendOrRemoveSwap(classElementPosition(arguments[1]));
 			if (arguments[0] == arguments[1])
 				appendDup(m_stackHeight);
 			else if (canBeRemoved(arguments[0], _c))
 			{
-				appendSwapOrRemove(m_stackHeight - 1);
+				appendOrRemoveSwap(m_stackHeight - 1);
-				appendSwapOrRemove(generateClassElement(arguments[0]));
+				appendOrRemoveSwap(classElementPosition(arguments[0]));
 			}
 			else
-				appendDup(generateClassElement(arguments[0]));
+				appendDup(classElementPosition(arguments[0]));
 		}
 		else
 		{
 			if (arguments[0] == arguments[1])
 			{
-				appendDup(generateClassElement(arguments[0]));
+				appendDup(classElementPosition(arguments[0]));
 				appendDup(m_stackHeight);
 			}
 			else if (canBeRemoved(arguments[0], _c))
 			{
-				appendSwapOrRemove(generateClassElement(arguments[0]));
+				appendOrRemoveSwap(classElementPosition(arguments[0]));
-				appendDup(generateClassElement(arguments[1]));
+				appendDup(classElementPosition(arguments[1]));
-				appendSwapOrRemove(m_stackHeight - 1);
+				appendOrRemoveSwap(m_stackHeight - 1);
 			}
 			else
 			{
-				appendDup(generateClassElement(arguments[1]));
+				appendDup(classElementPosition(arguments[1]));
-				appendDup(generateClassElement(arguments[0]));
+				appendDup(classElementPosition(arguments[0]));
 			}
 		}
 	}
@@ -355,20 +524,41 @@ int CSECodeGenerator::generateClassElement(ExpressionClasses::Id _c)
 	for (size_t i = 0; i < arguments.size(); ++i)
 		assertThrow(m_stack[m_stackHeight - i] == arguments[i], OptimizerException, "Expected arguments not present." );
 
-	AssemblyItem const& item = *m_expressionClasses.representative(_c).item;
+	while (SemanticInformation::isCommutativeOperation(*expr.item) &&
-	while (SemanticInformation::isCommutativeOperation(item) &&
 			!m_generatedItems.empty() &&
 			m_generatedItems.back() == AssemblyItem(Instruction::SWAP1))
 		// this will not append a swap but remove the one that is already there
-		appendSwapOrRemove(m_stackHeight - 1);
+		appendOrRemoveSwap(m_stackHeight - 1);
 	for (auto arg: arguments)
 		if (canBeRemoved(arg, _c))
 			m_classPositions[arg] = c_invalidPosition;
 	for (size_t i = 0; i < arguments.size(); ++i)
 		m_stack.erase(m_stackHeight - i);
-	appendItem(*m_expressionClasses.representative(_c).item);
+	appendItem(*expr.item);
-	m_stack[m_stackHeight] = _c;
+	if (expr.item->type() != Operation || instructionInfo(expr.item->instruction()).ret == 1)
-	return m_classPositions[_c] = m_stackHeight;
+	{
+		m_stack[m_stackHeight] = _c;
+		return m_classPositions[_c] = m_stackHeight;
+	}
+	else
+	{
+		assertThrow(
+			instructionInfo(expr.item->instruction()).ret == 0,
+			OptimizerException,
+			"Invalid number of return values."
+		);
+		return m_classPositions[_c] = c_invalidPosition;
+	}
+}
+
+int CSECodeGenerator::classElementPosition(ExpressionClasses::Id _id) const
+{
+	assertThrow(
+		m_classPositions.count(_id) && m_classPositions.at(_id) != c_invalidPosition,
+		OptimizerException,
+		"Element requested but is not present."
+	);
+	return m_classPositions.at(_id);
 }
 
 bool CSECodeGenerator::canBeRemoved(ExpressionClasses::Id _element, ExpressionClasses::Id _result)
@@ -401,22 +591,23 @@ bool CSECodeGenerator::removeStackTopIfPossible()
 
 void CSECodeGenerator::appendDup(int _fromPosition)
 {
-	int nr = 1 + m_stackHeight - _fromPosition;
+	assertThrow(_fromPosition != c_invalidPosition, OptimizerException, "");
-	assertThrow(nr <= 16, StackTooDeepException, "Stack too deep.");
+	int instructionNum = 1 + m_stackHeight - _fromPosition;
-	assertThrow(1 <= nr, OptimizerException, "Invalid stack access.");
+	assertThrow(instructionNum <= 16, StackTooDeepException, "Stack too deep.");
-	m_generatedItems.push_back(AssemblyItem(dupInstruction(nr)));
+	assertThrow(1 <= instructionNum, OptimizerException, "Invalid stack access.");
-	m_stackHeight++;
+	appendItem(AssemblyItem(dupInstruction(instructionNum)));
 	m_stack[m_stackHeight] = m_stack[_fromPosition];
 }
 
-void CSECodeGenerator::appendSwapOrRemove(int _fromPosition)
+void CSECodeGenerator::appendOrRemoveSwap(int _fromPosition)
 {
+	assertThrow(_fromPosition != c_invalidPosition, OptimizerException, "");
 	if (_fromPosition == m_stackHeight)
 		return;
-	int nr = m_stackHeight - _fromPosition;
+	int instructionNum = m_stackHeight - _fromPosition;
-	assertThrow(nr <= 16, StackTooDeepException, "Stack too deep.");
+	assertThrow(instructionNum <= 16, StackTooDeepException, "Stack too deep.");
-	assertThrow(1 <= nr, OptimizerException, "Invalid stack access.");
+	assertThrow(1 <= instructionNum, OptimizerException, "Invalid stack access.");
-	m_generatedItems.push_back(AssemblyItem(swapInstruction(nr)));
+	appendItem(AssemblyItem(swapInstruction(instructionNum)));
 	// The value of a class can be present in multiple locations on the stack. We only update the
 	// "canonical" one that is tracked by m_classPositions
 	if (m_classPositions[m_stack[m_stackHeight]] == m_stackHeight)

libevmcore/CommonSubexpressionEliminator.h

@@ -25,6 +25,8 @@
 
 #include <vector>
 #include <map>
+#include <set>
+#include <tuple>
 #include <ostream>
 #include <libdevcore/CommonIO.h>
 #include <libdevcore/Exceptions.h>
@@ -44,9 +46,9 @@ using AssemblyItems = std::vector<AssemblyItem>;
  * known to be equal only once.
  *
  * The general workings are that for each assembly item that is fed into the eliminator, an
- * equivalence class is derived from the operation and the equivalence class of its arguments and
+ * equivalence class is derived from the operation and the equivalence class of its arguments.
- * it is assigned to the next sequence number of a stack item. DUPi, SWAPi and some arithmetic
+ * DUPi, SWAPi and some arithmetic instructions are used to infer equivalences while these
- * instructions are used to infer equivalences while these classes are determined.
+ * classes are determined.
  *
  * When the list of optimized items is requested, they are generated in a bottom-up fashion,
  * adding code for equivalence classes that were not yet computed.
@@ -54,6 +56,21 @@ using AssemblyItems = std::vector<AssemblyItem>;
 class CommonSubexpressionEliminator
 {
 public:
+	struct StoreOperation
+	{
+		enum Target { Memory, Storage };
+		StoreOperation(
+			Target _target,
+			ExpressionClasses::Id _slot,
+			unsigned _sequenceNumber,
+			ExpressionClasses::Id _expression
+		): target(_target), slot(_slot), sequenceNumber(_sequenceNumber), expression(_expression) {}
+		Target target;
+		ExpressionClasses::Id slot;
+		unsigned sequenceNumber;
+		ExpressionClasses::Id expression;
+	};
+
 	/// Feeds AssemblyItems into the eliminator and @returns the iterator pointing at the first
 	/// item that must be fed into a new instance of the eliminator.
 	template <class _AssemblyItemIterator>
@@ -65,13 +82,16 @@ public:
 	/// Streams debugging information to @a _out.
 	std::ostream& stream(
 		std::ostream& _out,
-		std::map<int, ExpressionClasses::Id> _currentStack = std::map<int, ExpressionClasses::Id>(),
+		std::map<int, ExpressionClasses::Id> _initialStack = std::map<int, ExpressionClasses::Id>(),
 		std::map<int, ExpressionClasses::Id> _targetStack = std::map<int, ExpressionClasses::Id>()
 	) const;
 
 private:
 	/// Feeds the item into the system for analysis.
-	void feedItem(AssemblyItem const& _item);
+	void feedItem(AssemblyItem const& _item, bool _copyItem = false);
+
+	/// Tries to optimize the item that breaks the basic block at the end.
+	void optimizeBreakingItem();
 
 	/// Simplifies the given item using
 	/// Assigns a new equivalence class to the next sequence number of the given stack element.
@@ -85,12 +105,38 @@ private:
 	/// (must not be positive).
 	ExpressionClasses::Id initialStackElement(int _stackHeight);
 
+	/// Increments the sequence number, deletes all storage information that might be overwritten
+	/// and stores the new value at the given slot.
+	void storeInStorage(ExpressionClasses::Id _slot, ExpressionClasses::Id _value);
+	/// Retrieves the current value at the given slot in storage or creates a new special sload class.
+	ExpressionClasses::Id loadFromStorage(ExpressionClasses::Id _slot);
+	/// Increments the sequence number, deletes all memory information that might be overwritten
+	/// and stores the new value at the given slot.
+	void storeInMemory(ExpressionClasses::Id _slot, ExpressionClasses::Id _value);
+	/// Retrieves the current value at the given slot in memory or creates a new special mload class.
+	ExpressionClasses::Id loadFromMemory(ExpressionClasses::Id _slot);
+
+
 	/// Current stack height, can be negative.
 	int m_stackHeight = 0;
 	/// Current stack layout, mapping stack height -> equivalence class
 	std::map<int, ExpressionClasses::Id> m_stackElements;
+	/// Current sequence number, this is incremented with each modification to storage or memory.
+	unsigned m_sequenceNumber = 1;
+	/// Knowledge about storage content.
+	std::map<ExpressionClasses::Id, ExpressionClasses::Id> m_storageContent;
+	/// Knowledge about memory content. Keys are memory addresses, note that the values overlap
+	/// and are not contained here if they are not completely known.
+	std::map<ExpressionClasses::Id, ExpressionClasses::Id> m_memoryContent;
+	/// Keeps information about which storage or memory slots were written to at which sequence
+	/// number with what instruction.
+	std::vector<StoreOperation> m_storeOperations;
 	/// Structure containing the classes of equivalent expressions.
 	ExpressionClasses m_expressionClasses;
+
+	/// The item that breaks the basic block, can be nullptr.
+	/// It is usually appended to the block but can be optimized in some cases.
+	AssemblyItem const* m_breakingItem = nullptr;
 };
 
 /**
@@ -114,14 +160,16 @@ struct SemanticInformation
 class CSECodeGenerator
 {
 public:
-	CSECodeGenerator(ExpressionClasses const& _expressionClasses):
+	using StoreOperation = CommonSubexpressionEliminator::StoreOperation;
-		m_expressionClasses(_expressionClasses)
+	using StoreOperations = std::vector<StoreOperation>;
-	{}
+
+	/// Initializes the code generator with the given classes and store operations.
+	/// The store operations have to be sorted by sequence number in ascending order.
+	CSECodeGenerator(ExpressionClasses& _expressionClasses, StoreOperations const& _storeOperations);
 
 	/// @returns the assembly items generated from the given requirements
 	/// @param _initialStack current contents of the stack (up to stack height of zero)
 	/// @param _targetStackContents final contents of the stack, by stack height relative to initial
-	/// @param _equivalenceClasses equivalence classes as expressions of how to compute them
 	/// @note should only be called once on each object.
 	AssemblyItems generateCode(
 		std::map<int, ExpressionClasses::Id> const& _initialStack,
@@ -133,8 +181,13 @@ private:
 	void addDependencies(ExpressionClasses::Id _c);
 
 	/// Produce code that generates the given element if it is not yet present.
-	/// @returns the stack position of the element.
+	/// @returns the stack position of the element or c_invalidPosition if it does not actually
-	int generateClassElement(ExpressionClasses::Id _c);
+	/// generate a value on the stack.
+	/// @param _allowSequenced indicates that sequence-constrained operations are allowed
+	int generateClassElement(ExpressionClasses::Id _c, bool _allowSequenced = false);
+	/// @returns the position of the representative of the given id on the stack.
+	/// @note throws an exception if it is not on the stack.
+	int classElementPosition(ExpressionClasses::Id _id) const;
 
 	/// @returns true if @a _element can be removed - in general or, if given, while computing @a _result.
 	bool canBeRemoved(ExpressionClasses::Id _element, ExpressionClasses::Id _result = ExpressionClasses::Id(-1));
@@ -146,7 +199,7 @@ private:
 	void appendDup(int _fromPosition);
 	/// Appends a swap instruction to m_generatedItems to retrieve the element at the given stack position.
 	/// @note this might also remove the last item if it exactly the same swap instruction.
-	void appendSwapOrRemove(int _fromPosition);
+	void appendOrRemoveSwap(int _fromPosition);
 	/// Appends the given assembly item.
 	void appendItem(AssemblyItem const& _item);
 
@@ -163,7 +216,10 @@ private:
 	std::map<ExpressionClasses::Id, int> m_classPositions;
 
 	/// The actual eqivalence class items and how to compute them.
-	ExpressionClasses const& m_expressionClasses;
+	ExpressionClasses& m_expressionClasses;
+	/// Keeps information about which storage or memory slots were written to by which operations.
+	/// The operations are sorted ascendingly by sequence number.
+	std::map<std::pair<StoreOperation::Target, ExpressionClasses::Id>, StoreOperations> m_storeOperations;
 	/// The set of equivalence classes that should be present on the stack at the end.
 	std::set<ExpressionClasses::Id> m_finalClasses;
 };
@@ -176,6 +232,8 @@ _AssemblyItemIterator CommonSubexpressionEliminator::feedItems(
 {
 	for (; _iterator != _end && !SemanticInformation::breaksBasicBlock(*_iterator); ++_iterator)
 		feedItem(*_iterator);
+	if (_iterator != _end)
+		m_breakingItem = &(*_iterator++);
 	return _iterator;
 }
 

libevmcore/ExpressionClasses.cpp

@@ -39,41 +39,71 @@ bool ExpressionClasses::Expression::operator<(ExpressionClasses::Expression cons
 {
 	auto type = item->type();
 	auto otherType = _other.item->type();
-	return std::tie(type, item->data(), arguments) <
+	return std::tie(type, item->data(), arguments, sequenceNumber) <
-		std::tie(otherType, _other.item->data(), _other.arguments);
+		std::tie(otherType, _other.item->data(), _other.arguments, _other.sequenceNumber);
 }
 
-ExpressionClasses::Id ExpressionClasses::find(AssemblyItem const& _item, Ids const& _arguments)
+ExpressionClasses::Id ExpressionClasses::find(
+	AssemblyItem const& _item,
+	Ids const& _arguments,
+	bool _copyItem,
+	unsigned _sequenceNumber
+)
 {
 	Expression exp;
 	exp.id = Id(-1);
 	exp.item = &_item;
 	exp.arguments = _arguments;
+	exp.sequenceNumber = _sequenceNumber;
 
 	if (SemanticInformation::isCommutativeOperation(_item))
 		sort(exp.arguments.begin(), exp.arguments.end());
 
-	//@todo store all class members (not only the representatives) in an efficient data structure to search here
+	auto it = m_expressions.find(exp);
-	for (Expression const& e: m_representatives)
+	if (it != m_expressions.end())
-		if (!(e < exp || exp < e))
+		return it->id;
-			return e.id;
 
-	if (SemanticInformation::isDupInstruction(_item))
+	if (_copyItem)
 	{
-		// Special item that refers to values pre-existing on the stack
 		m_spareAssemblyItem.push_back(make_shared<AssemblyItem>(_item));
 		exp.item = m_spareAssemblyItem.back().get();
 	}
 
 	ExpressionClasses::Id id = tryToSimplify(exp);
 	if (id < m_representatives.size())
-		return id;
+		exp.id = id;
-
+	else
-	exp.id = m_representatives.size();
+	{
-	m_representatives.push_back(exp);
+		exp.id = m_representatives.size();
+		m_representatives.push_back(exp);
+	}
+	m_expressions.insert(exp);
 	return exp.id;
 }
 
+bool ExpressionClasses::knownToBeDifferent(ExpressionClasses::Id _a, ExpressionClasses::Id _b)
+{
+	// Try to simplify "_a - _b" and return true iff the value is a non-zero constant.
+	map<unsigned, Expression const*> matchGroups;
+	Pattern constant(Push);
+	constant.setMatchGroup(1, matchGroups);
+	Id difference = find(Instruction::SUB, {_a, _b});
+	return constant.matches(representative(difference), *this) && constant.d() != u256(0);
+}
+
+bool ExpressionClasses::knownToBeDifferentBy32(ExpressionClasses::Id _a, ExpressionClasses::Id _b)
+{
+	// Try to simplify "_a - _b" and return true iff the value is at least 32 away from zero.
+	map<unsigned, Expression const*> matchGroups;
+	Pattern constant(Push);
+	constant.setMatchGroup(1, matchGroups);
+	Id difference = find(Instruction::SUB, {_a, _b});
+	if (!constant.matches(representative(difference), *this))
+		return false;
+	// forbidden interval is ["-31", 31]
+	return constant.d() + 31 > u256(62);
+}
+
 string ExpressionClasses::fullDAGToString(ExpressionClasses::Id _id) const
 {
 	Expression const& expr = representative(_id);
@@ -189,27 +219,46 @@ Rules::Rules()
 		// Moving constants to the outside, order matters here!
 		// we need actions that return expressions (or patterns?) here, and we need also reversed rules
 		// (X+A)+B -> X+(A+B)
-		m_rules.push_back({
+		m_rules += vector<pair<Pattern, function<Pattern()>>>{{
 			{op, {{op, {X, A}}, B}},
 			[=]() -> Pattern { return {op, {X, fun(A.d(), B.d())}}; }
-		});
+		}, {
 		// X+(Y+A) -> (X+Y)+A
-		m_rules.push_back({
 			{op, {{op, {X, A}}, Y}},
 			[=]() -> Pattern { return {op, {{op, {X, Y}}, A}}; }
-		});
+		}, {
 		// For now, we still need explicit commutativity for the inner pattern
-		m_rules.push_back({
 			{op, {{op, {A, X}}, B}},
 			[=]() -> Pattern { return {op, {X, fun(A.d(), B.d())}}; }
-		});
+		}, {
-		m_rules.push_back({
 			{op, {{op, {A, X}}, Y}},
 			[=]() -> Pattern { return {op, {{op, {X, Y}}, A}}; }
-		});
+		}};
+	}
+	// move constants across subtractions
+	m_rules += vector<pair<Pattern, function<Pattern()>>>{
+		{
+			// X - A -> X + (-A)
+			{Instruction::SUB, {X, A}},
+			[=]() -> Pattern { return {Instruction::ADD, {X, 0 - A.d()}}; }
+		}, {
+			// (X + A) - Y -> (X - Y) + A
+			{Instruction::SUB, {{Instruction::ADD, {X, A}}, Y}},
+			[=]() -> Pattern { return {Instruction::ADD, {{Instruction::SUB, {X, Y}}, A}}; }
+		}, {
+			// (A + X) - Y -> (X - Y) + A
+			{Instruction::SUB, {{Instruction::ADD, {A, X}}, Y}},
+			[=]() -> Pattern { return {Instruction::ADD, {{Instruction::SUB, {X, Y}}, A}}; }
+		}, {
+			// X - (Y + A) -> (X - Y) + (-A)
+			{Instruction::SUB, {X, {Instruction::ADD, {Y, A}}}},
+			[=]() -> Pattern { return {Instruction::ADD, {{Instruction::SUB, {X, Y}}, 0 - A.d()}}; }
+		}, {
+			// X - (A + Y) -> (X - Y) + (-A)
+			{Instruction::SUB, {X, {Instruction::ADD, {A, Y}}}},
+			[=]() -> Pattern { return {Instruction::ADD, {{Instruction::SUB, {X, Y}}, 0 - A.d()}}; }
+		}
 	};
-
-	//@todo: (x+8)-3 and other things
 }
 
 ExpressionClasses::Id ExpressionClasses::tryToSimplify(Expression const& _expr, bool _secondRun)
@@ -231,7 +280,7 @@ ExpressionClasses::Id ExpressionClasses::tryToSimplify(Expression const& _expr,
 			//cout << ")" << endl;
 			//cout << "with rule " << rule.first.toString() << endl;
 			//ExpressionTemplate t(rule.second());
-			//cout << "to" << rule.second().toString() << endl;
+			//cout << "to " << rule.second().toString() << endl;
 			return rebuildExpression(ExpressionTemplate(rule.second()));
 		}
 	}
@@ -254,8 +303,7 @@ ExpressionClasses::Id ExpressionClasses::rebuildExpression(ExpressionTemplate co
 	Ids arguments;
 	for (ExpressionTemplate const& t: _template.arguments)
 		arguments.push_back(rebuildExpression(t));
-	m_spareAssemblyItem.push_back(make_shared<AssemblyItem>(_template.item));
+	return find(_template.item, arguments);
-	return find(*m_spareAssemblyItem.back(), arguments);
 }
 
 

libevmcore/ExpressionClasses.h

@@ -52,17 +52,33 @@ public:
 		Id id;
 		AssemblyItem const* item;
 		Ids arguments;
+		unsigned sequenceNumber; ///< Storage modification sequence, only used for SLOAD/SSTORE instructions.
+		/// Behaves as if this was a tuple of (item->type(), item->data(), arguments, sequenceNumber).
 		bool operator<(Expression const& _other) const;
 	};
 
 	/// Retrieves the id of the expression equivalence class resulting from the given item applied to the
 	/// given classes, might also create a new one.
-	Id find(AssemblyItem const& _item, Ids const& _arguments = {});
+	/// @param _copyItem if true, copies the assembly item to an internal storage instead of just
+	/// keeping a pointer.
+	/// The @a _sequenceNumber indicates the current storage or memory access sequence.
+	Id find(
+		AssemblyItem const& _item,
+		Ids const& _arguments = {},
+		bool _copyItem = true,
+		unsigned _sequenceNumber = 0
+	);
 	/// @returns the canonical representative of an expression class.
 	Expression const& representative(Id _id) const { return m_representatives.at(_id); }
 	/// @returns the number of classes.
 	Id size() const { return m_representatives.size(); }
 
+	/// @returns true if the values of the given classes are known to be different (on every input).
+	/// @note that this function might still return false for some different inputs.
+	bool knownToBeDifferent(Id _a, Id _b);
+	/// Similar to @a knownToBeDifferent but require that abs(_a - b) >= 32.
+	bool knownToBeDifferentBy32(Id _a, Id _b);
+
 	std::string fullDAGToString(Id _id) const;
 
 private:
@@ -78,6 +94,8 @@ private:
 
 	/// Expression equivalence class representatives - we only store one item of an equivalence.
 	std::vector<Expression> m_representatives;
+	/// All expression ever encountered.
+	std::set<Expression> m_expressions;
 	std::vector<std::shared_ptr<AssemblyItem>> m_spareAssemblyItem;
 };
 

test/SolidityOptimizer.cpp

@@ -303,6 +303,271 @@ BOOST_AUTO_TEST_CASE(cse_associativity2)
 	checkCSE(input, {Instruction::DUP2, Instruction::DUP2, Instruction::ADD, u256(5), Instruction::ADD});
 }
 
+BOOST_AUTO_TEST_CASE(cse_storage)
+{
+	AssemblyItems input{
+		u256(0),
+		Instruction::SLOAD,
+		u256(0),
+		Instruction::SLOAD,
+		Instruction::ADD,
+		u256(0),
+		Instruction::SSTORE
+	};
+	checkCSE(input, {
+		u256(0),
+		Instruction::DUP1,
+		Instruction::SLOAD,
+		Instruction::DUP1,
+		Instruction::ADD,
+		Instruction::SWAP1,
+		Instruction::SSTORE
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_noninterleaved_storage)
+{
+	// two stores to the same location should be replaced by only one store, even if we
+	// read in the meantime
+	AssemblyItems input{
+		u256(7),
+		Instruction::DUP2,
+		Instruction::SSTORE,
+		Instruction::DUP1,
+		Instruction::SLOAD,
+		u256(8),
+		Instruction::DUP3,
+		Instruction::SSTORE
+	};
+	checkCSE(input, {
+		u256(8),
+		Instruction::DUP2,
+		Instruction::SSTORE,
+		u256(7)
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_interleaved_storage)
+{
+	// stores and reads to/from two unknown locations, should not optimize away the first store
+	AssemblyItems input{
+		u256(7),
+		Instruction::DUP2,
+		Instruction::SSTORE, // store to "DUP1"
+		Instruction::DUP2,
+		Instruction::SLOAD, // read from "DUP2", might be equal to "DUP1"
+		u256(0),
+		Instruction::DUP3,
+		Instruction::SSTORE // store different value to "DUP1"
+	};
+	checkCSE(input, input);
+}
+
+BOOST_AUTO_TEST_CASE(cse_interleaved_storage_same_value)
+{
+	// stores and reads to/from two unknown locations, should not optimize away the first store
+	// but it should optimize away the second, since we already know the value will be the same
+	AssemblyItems input{
+		u256(7),
+		Instruction::DUP2,
+		Instruction::SSTORE, // store to "DUP1"
+		Instruction::DUP2,
+		Instruction::SLOAD, // read from "DUP2", might be equal to "DUP1"
+		u256(6),
+		u256(1),
+		Instruction::ADD,
+		Instruction::DUP3,
+		Instruction::SSTORE // store same value to "DUP1"
+	};
+	checkCSE(input, {
+		u256(7),
+		Instruction::DUP2,
+		Instruction::SSTORE,
+		Instruction::DUP2,
+		Instruction::SLOAD
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_interleaved_storage_at_known_location)
+{
+	// stores and reads to/from two known locations, should optimize away the first store,
+	// because we know that the location is different
+	AssemblyItems input{
+		u256(0x70),
+		u256(1),
+		Instruction::SSTORE, // store to 1
+		u256(2),
+		Instruction::SLOAD, // read from 2, is different from 1
+		u256(0x90),
+		u256(1),
+		Instruction::SSTORE // store different value at 1
+	};
+	checkCSE(input, {
+		u256(2),
+		Instruction::SLOAD,
+		u256(0x90),
+		u256(1),
+		Instruction::SSTORE
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_interleaved_storage_at_known_location_offset)
+{
+	// stores and reads to/from two locations which are known to be different,
+	// should optimize away the first store, because we know that the location is different
+	AssemblyItems input{
+		u256(0x70),
+		Instruction::DUP2,
+		u256(1),
+		Instruction::ADD,
+		Instruction::SSTORE, // store to "DUP1"+1
+		Instruction::DUP1,
+		u256(2),
+		Instruction::ADD,
+		Instruction::SLOAD, // read from "DUP1"+2, is different from "DUP1"+1
+		u256(0x90),
+		Instruction::DUP3,
+		u256(1),
+		Instruction::ADD,
+		Instruction::SSTORE // store different value at "DUP1"+1
+	};
+	checkCSE(input, {
+		u256(2),
+		Instruction::DUP2,
+		Instruction::ADD,
+		Instruction::SLOAD,
+		u256(0x90),
+		u256(1),
+		Instruction::DUP4,
+		Instruction::ADD,
+		Instruction::SSTORE
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_interleaved_memory_at_known_location_offset)
+{
+	// stores and reads to/from two locations which are known to be different,
+	// should not optimize away the first store, because the location overlaps with the load,
+	// but it should optimize away the second, because we know that the location is different by 32
+	AssemblyItems input{
+		u256(0x50),
+		Instruction::DUP2,
+		u256(2),
+		Instruction::ADD,
+		Instruction::MSTORE, // ["DUP1"+2] = 0x50
+		u256(0x60),
+		Instruction::DUP2,
+		u256(32),
+		Instruction::ADD,
+		Instruction::MSTORE, // ["DUP1"+32] = 0x60
+		Instruction::DUP1,
+		Instruction::MLOAD, // read from "DUP1"
+		u256(0x70),
+		Instruction::DUP3,
+		u256(32),
+		Instruction::ADD,
+		Instruction::MSTORE, // ["DUP1"+32] = 0x70
+		u256(0x80),
+		Instruction::DUP3,
+		u256(2),
+		Instruction::ADD,
+		Instruction::MSTORE, // ["DUP1"+2] = 0x80
+	};
+	// If the actual code changes too much, we could also simply check that the output contains
+	// exactly 3 MSTORE and exactly 1 MLOAD instruction.
+	checkCSE(input, {
+		u256(0x50),
+		u256(2),
+		Instruction::DUP3,
+		Instruction::ADD,
+		Instruction::SWAP1,
+		Instruction::DUP2,
+		Instruction::MSTORE, // ["DUP1"+2] = 0x50
+		Instruction::DUP2,
+		Instruction::MLOAD, // read from "DUP1"
+		u256(0x70),
+		u256(32),
+		Instruction::DUP5,
+		Instruction::ADD,
+		Instruction::MSTORE, // ["DUP1"+32] = 0x70
+		u256(0x80),
+		Instruction::SWAP1,
+		Instruction::SWAP2,
+		Instruction::MSTORE // ["DUP1"+2] = 0x80
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_deep_stack)
+{
+	AssemblyItems input{
+		Instruction::ADD,
+		Instruction::SWAP1,
+		Instruction::POP,
+		Instruction::SWAP8,
+		Instruction::POP,
+		Instruction::SWAP8,
+		Instruction::POP,
+		Instruction::SWAP8,
+		Instruction::SWAP5,
+		Instruction::POP,
+		Instruction::POP,
+		Instruction::POP,
+		Instruction::POP,
+		Instruction::POP,
+	};
+	checkCSE(input, {
+		Instruction::SWAP4,
+		Instruction::SWAP12,
+		Instruction::SWAP3,
+		Instruction::SWAP11,
+		Instruction::POP,
+		Instruction::SWAP1,
+		Instruction::SWAP3,
+		Instruction::ADD,
+		Instruction::SWAP8,
+		Instruction::POP,
+		Instruction::SWAP6,
+		Instruction::POP,
+		Instruction::POP,
+		Instruction::POP,
+		Instruction::POP,
+		Instruction::POP,
+		Instruction::POP,
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_jumpi_no_jump)
+{
+	AssemblyItems input{
+		u256(0),
+		u256(1),
+		Instruction::DUP2,
+		AssemblyItem(PushTag, 1),
+		Instruction::JUMPI
+	};
+	checkCSE(input, {
+		u256(0),
+		u256(1)
+	});
+}
+
+BOOST_AUTO_TEST_CASE(cse_jumpi_jump)
+{
+	AssemblyItems input{
+		u256(1),
+		u256(1),
+		Instruction::DUP2,
+		AssemblyItem(PushTag, 1),
+		Instruction::JUMPI
+	};
+	checkCSE(input, {
+		u256(1),
+		Instruction::DUP1,
+		AssemblyItem(PushTag, 1),
+		Instruction::JUMP
+	});
+}
+
 BOOST_AUTO_TEST_SUITE_END()
 
 }