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//===- IRNumbering.cpp - MLIR Bytecode IR numbering -----------------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "IRNumbering.h"
#include "mlir/Bytecode/BytecodeImplementation.h"
#include "mlir/Bytecode/BytecodeOpInterface.h"
#include "mlir/IR/AsmState.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/IR/OpDefinition.h"
#include "llvm/Support/ErrorHandling.h"
using namespace mlir;
using namespace mlir::bytecode::detail;
//===----------------------------------------------------------------------===//
// NumberingDialectWriter
//===----------------------------------------------------------------------===//
struct IRNumberingState::NumberingDialectWriter : public DialectBytecodeWriter {
NumberingDialectWriter(IRNumberingState &state) : state(state) {}
void writeAttribute(Attribute attr) override { state.number(attr); }
void writeOptionalAttribute(Attribute attr) override {
if (attr)
state.number(attr);
}
void writeType(Type type) override { state.number(type); }
void writeResourceHandle(const AsmDialectResourceHandle &resource) override {
state.number(resource.getDialect(), resource);
}
/// Stubbed out methods that are not used for numbering.
void writeVarInt(uint64_t) override {}
void writeSignedVarInt(int64_t value) override {}
void writeAPIntWithKnownWidth(const APInt &value) override {}
void writeAPFloatWithKnownSemantics(const APFloat &value) override {}
void writeOwnedString(StringRef) override {
// TODO: It might be nice to prenumber strings and sort by the number of
// references. This could potentially be useful for optimizing things like
// file locations.
}
void writeOwnedBlob(ArrayRef<char> blob) override {}
void writeOwnedBool(bool value) override {}
int64_t getBytecodeVersion() const override {
return state.getDesiredBytecodeVersion();
}
/// The parent numbering state that is populated by this writer.
IRNumberingState &state;
};
//===----------------------------------------------------------------------===//
// IR Numbering
//===----------------------------------------------------------------------===//
/// Group and sort the elements of the given range by their parent dialect. This
/// grouping is applied to sub-sections of the ranged defined by how many bytes
/// it takes to encode a varint index to that sub-section.
template <typename T>
static void groupByDialectPerByte(T range) {
if (range.empty())
return;
// A functor used to sort by a given dialect, with a desired dialect to be
// ordered first (to better enable sharing of dialects across byte groups).
auto sortByDialect = [](unsigned dialectToOrderFirst, const auto &lhs,
const auto &rhs) {
if (lhs->dialect->number == dialectToOrderFirst)
return rhs->dialect->number != dialectToOrderFirst;
if (rhs->dialect->number == dialectToOrderFirst)
return false;
return lhs->dialect->number < rhs->dialect->number;
};
unsigned dialectToOrderFirst = 0;
size_t elementsInByteGroup = 0;
auto iterRange = range;
for (unsigned i = 1; i < 9; ++i) {
// Update the number of elements in the current byte grouping. Reminder
// that varint encodes 7-bits per byte, so that's how we compute the
// number of elements in each byte grouping.
elementsInByteGroup = (1ULL << (7ULL * i)) - elementsInByteGroup;
// Slice out the sub-set of elements that are in the current byte grouping
// to be sorted.
auto byteSubRange = iterRange.take_front(elementsInByteGroup);
iterRange = iterRange.drop_front(byteSubRange.size());
// Sort the sub range for this byte.
llvm::stable_sort(byteSubRange, [&](const auto &lhs, const auto &rhs) {
return sortByDialect(dialectToOrderFirst, lhs, rhs);
});
// Update the dialect to order first to be the dialect at the end of the
// current grouping. This seeks to allow larger dialect groupings across
// byte boundaries.
dialectToOrderFirst = byteSubRange.back()->dialect->number;
// If the data range is now empty, we are done.
if (iterRange.empty())
break;
}
// Assign the entry numbers based on the sort order.
for (auto [idx, value] : llvm::enumerate(range))
value->number = idx;
}
IRNumberingState::IRNumberingState(Operation *op,
const BytecodeWriterConfig &config)
: config(config) {
computeGlobalNumberingState(op);
// Number the root operation.
number(*op);
// A worklist of region contexts to number and the next value id before that
// region.
SmallVector<std::pair<Region *, unsigned>, 8> numberContext;
// Functor to push the regions of the given operation onto the numbering
// context.
auto addOpRegionsToNumber = [&](Operation *op) {
MutableArrayRef<Region> regions = op->getRegions();
if (regions.empty())
return;
// Isolated regions don't share value numbers with their parent, so we can
// start numbering these regions at zero.
unsigned opFirstValueID = isIsolatedFromAbove(op) ? 0 : nextValueID;
for (Region ®ion : regions)
numberContext.emplace_back(®ion, opFirstValueID);
};
addOpRegionsToNumber(op);
// Iteratively process each of the nested regions.
while (!numberContext.empty()) {
Region *region;
std::tie(region, nextValueID) = numberContext.pop_back_val();
number(*region);
// Traverse into nested regions.
for (Operation &op : region->getOps())
addOpRegionsToNumber(&op);
}
// Number each of the dialects. For now this is just in the order they were
// found, given that the number of dialects on average is small enough to fit
// within a singly byte (128). If we ever have real world use cases that have
// a huge number of dialects, this could be made more intelligent.
for (auto [idx, dialect] : llvm::enumerate(dialects))
dialect.second->number = idx;
// Number each of the recorded components within each dialect.
// First sort by ref count so that the most referenced elements are first. We
// try to bias more heavily used elements to the front. This allows for more
// frequently referenced things to be encoded using smaller varints.
auto sortByRefCountFn = [](const auto &lhs, const auto &rhs) {
return lhs->refCount > rhs->refCount;
};
llvm::stable_sort(orderedAttrs, sortByRefCountFn);
llvm::stable_sort(orderedOpNames, sortByRefCountFn);
llvm::stable_sort(orderedTypes, sortByRefCountFn);
// After that, we apply a secondary ordering based on the parent dialect. This
// ordering is applied to sub-sections of the element list defined by how many
// bytes it takes to encode a varint index to that sub-section. This allows
// for more efficiently encoding components of the same dialect (e.g. we only
// have to encode the dialect reference once).
groupByDialectPerByte(llvm::MutableArrayRef(orderedAttrs));
groupByDialectPerByte(llvm::MutableArrayRef(orderedOpNames));
groupByDialectPerByte(llvm::MutableArrayRef(orderedTypes));
// Finalize the numbering of the dialect resources.
finalizeDialectResourceNumberings(op);
}
void IRNumberingState::computeGlobalNumberingState(Operation *rootOp) {
// A simple state struct tracking data used when walking operations.
struct StackState {
/// The operation currently being walked.
Operation *op;
/// The numbering of the operation.
OperationNumbering *numbering;
/// A flag indicating if the current state or one of its parents has
/// unresolved isolation status. This is tracked separately from the
/// isIsolatedFromAbove bit on `numbering` because we need to be able to
/// handle the given case:
/// top.op {
/// %value = ...
/// middle.op {
/// %value2 = ...
/// inner.op {
/// // Here we mark `inner.op` as not isolated. Note `middle.op`
/// // isn't known not isolated yet.
/// use.op %value2
///
/// // Here inner.op is already known to be non-isolated, but
/// // `middle.op` is now also discovered to be non-isolated.
/// use.op %value
/// }
/// }
/// }
bool hasUnresolvedIsolation;
};
// Compute a global operation ID numbering according to the pre-order walk of
// the IR. This is used as reference to construct use-list orders.
unsigned operationID = 0;
// Walk each of the operations within the IR, tracking a stack of operations
// as we recurse into nested regions. This walk method hooks in at two stages
// during the walk:
//
// BeforeAllRegions:
// Here we generate a numbering for the operation and push it onto the
// stack if it has regions. We also compute the isolation status of parent
// regions at this stage. This is done by checking the parent regions of
// operands used by the operation, and marking each region between the
// the operand region and the current as not isolated. See
// StackState::hasUnresolvedIsolation above for an example.
//
// AfterAllRegions:
// Here we pop the operation from the stack, and if it hasn't been marked
// as non-isolated, we mark it as so. A non-isolated use would have been
// found while walking the regions, so it is safe to mark the operation at
// this point.
//
SmallVector<StackState> opStack;
rootOp->walk([&](Operation *op, const WalkStage &stage) {
// After visiting all nested regions, we pop the operation from the stack.
if (op->getNumRegions() && stage.isAfterAllRegions()) {
// If no non-isolated uses were found, we can safely mark this operation
// as isolated from above.
OperationNumbering *numbering = opStack.pop_back_val().numbering;
if (!numbering->isIsolatedFromAbove.has_value())
numbering->isIsolatedFromAbove = true;
return;
}
// When visiting before nested regions, we process "IsolatedFromAbove"
// checks and compute the number for this operation.
if (!stage.isBeforeAllRegions())
return;
// Update the isolation status of parent regions if any have yet to be
// resolved.
if (!opStack.empty() && opStack.back().hasUnresolvedIsolation) {
Region *parentRegion = op->getParentRegion();
for (Value operand : op->getOperands()) {
Region *operandRegion = operand.getParentRegion();
if (operandRegion == parentRegion)
continue;
// We've found a use of an operand outside of the current region,
// walk the operation stack searching for the parent operation,
// marking every region on the way as not isolated.
Operation *operandContainerOp = operandRegion->getParentOp();
auto it = std::find_if(
opStack.rbegin(), opStack.rend(), [=](const StackState &it) {
// We only need to mark up to the container region, or the first
// that has an unresolved status.
return !it.hasUnresolvedIsolation || it.op == operandContainerOp;
});
assert(it != opStack.rend() && "expected to find the container");
for (auto &state : llvm::make_range(opStack.rbegin(), it)) {
// If we stopped at a region that knows its isolation status, we can
// stop updating the isolation status for the parent regions.
state.hasUnresolvedIsolation = it->hasUnresolvedIsolation;
state.numbering->isIsolatedFromAbove = false;
}
}
}
// Compute the number for this op and push it onto the stack.
auto *numbering =
new (opAllocator.Allocate()) OperationNumbering(operationID++);
if (op->hasTrait<OpTrait::IsIsolatedFromAbove>())
numbering->isIsolatedFromAbove = true;
operations.try_emplace(op, numbering);
if (op->getNumRegions()) {
opStack.emplace_back(StackState{
op, numbering, !numbering->isIsolatedFromAbove.has_value()});
}
});
}
void IRNumberingState::number(Attribute attr) {
auto it = attrs.insert({attr, nullptr});
if (!it.second) {
++it.first->second->refCount;
return;
}
auto *numbering = new (attrAllocator.Allocate()) AttributeNumbering(attr);
it.first->second = numbering;
orderedAttrs.push_back(numbering);
// Check for OpaqueAttr, which is a dialect-specific attribute that didn't
// have a registered dialect when it got created. We don't want to encode this
// as the builtin OpaqueAttr, we want to encode it as if the dialect was
// actually loaded.
if (OpaqueAttr opaqueAttr = dyn_cast<OpaqueAttr>(attr)) {
numbering->dialect = &numberDialect(opaqueAttr.getDialectNamespace());
return;
}
numbering->dialect = &numberDialect(&attr.getDialect());
// If this attribute will be emitted using the bytecode format, perform a
// dummy writing to number any nested components.
if (const auto *interface = numbering->dialect->interface) {
// TODO: We don't allow custom encodings for mutable attributes right now.
if (!attr.hasTrait<AttributeTrait::IsMutable>()) {
NumberingDialectWriter writer(*this);
if (succeeded(interface->writeAttribute(attr, writer)))
return;
}
}
// If this attribute will be emitted using the fallback, number the nested
// dialect resources. We don't number everything (e.g. no nested
// attributes/types), because we don't want to encode things we won't decode
// (the textual format can't really share much).
AsmState tempState(attr.getContext());
llvm::raw_null_ostream dummyOS;
attr.print(dummyOS, tempState);
// Number the used dialect resources.
for (const auto &it : tempState.getDialectResources())
number(it.getFirst(), it.getSecond().getArrayRef());
}
void IRNumberingState::number(Block &block) {
// Number the arguments of the block.
for (BlockArgument arg : block.getArguments()) {
valueIDs.try_emplace(arg, nextValueID++);
number(arg.getLoc());
number(arg.getType());
}
// Number the operations in this block.
unsigned &numOps = blockOperationCounts[&block];
for (Operation &op : block) {
number(op);
++numOps;
}
}
auto IRNumberingState::numberDialect(Dialect *dialect) -> DialectNumbering & {
DialectNumbering *&numbering = registeredDialects[dialect];
if (!numbering) {
numbering = &numberDialect(dialect->getNamespace());
numbering->interface = dyn_cast<BytecodeDialectInterface>(dialect);
numbering->asmInterface = dyn_cast<OpAsmDialectInterface>(dialect);
}
return *numbering;
}
auto IRNumberingState::numberDialect(StringRef dialect) -> DialectNumbering & {
DialectNumbering *&numbering = dialects[dialect];
if (!numbering) {
numbering = new (dialectAllocator.Allocate())
DialectNumbering(dialect, dialects.size() - 1);
}
return *numbering;
}
void IRNumberingState::number(Region ®ion) {
if (region.empty())
return;
size_t firstValueID = nextValueID;
// Number the blocks within this region.
size_t blockCount = 0;
for (auto it : llvm::enumerate(region)) {
blockIDs.try_emplace(&it.value(), it.index());
number(it.value());
++blockCount;
}
// Remember the number of blocks and values in this region.
regionBlockValueCounts.try_emplace(®ion, blockCount,
nextValueID - firstValueID);
}
void IRNumberingState::number(Operation &op) {
// Number the components of an operation that won't be numbered elsewhere
// (e.g. we don't number operands, regions, or successors here).
number(op.getName());
for (OpResult result : op.getResults()) {
valueIDs.try_emplace(result, nextValueID++);
number(result.getType());
}
// Only number the operation's dictionary if it isn't empty.
DictionaryAttr dictAttr = op.getDiscardableAttrDictionary();
// Prior to version 5 we need to number also the merged dictionnary
// containing both the inherent and discardable attribute.
if (config.getDesiredBytecodeVersion() < 5)
dictAttr = op.getAttrDictionary();
if (!dictAttr.empty())
number(dictAttr);
// Visit the operation properties (if any) to make sure referenced attributes
// are numbered.
if (config.getDesiredBytecodeVersion() >= 5 &&
op.getPropertiesStorageSize()) {
if (op.isRegistered()) {
// Operation that have properties *must* implement this interface.
auto iface = cast<BytecodeOpInterface>(op);
NumberingDialectWriter writer(*this);
iface.writeProperties(writer);
} else {
// Unregistered op are storing properties as an optional attribute.
if (Attribute prop = *op.getPropertiesStorage().as<Attribute *>())
number(prop);
}
}
number(op.getLoc());
}
void IRNumberingState::number(OperationName opName) {
OpNameNumbering *&numbering = opNames[opName];
if (numbering) {
++numbering->refCount;
return;
}
DialectNumbering *dialectNumber = nullptr;
if (Dialect *dialect = opName.getDialect())
dialectNumber = &numberDialect(dialect);
else
dialectNumber = &numberDialect(opName.getDialectNamespace());
numbering =
new (opNameAllocator.Allocate()) OpNameNumbering(dialectNumber, opName);
orderedOpNames.push_back(numbering);
}
void IRNumberingState::number(Type type) {
auto it = types.insert({type, nullptr});
if (!it.second) {
++it.first->second->refCount;
return;
}
auto *numbering = new (typeAllocator.Allocate()) TypeNumbering(type);
it.first->second = numbering;
orderedTypes.push_back(numbering);
// Check for OpaqueType, which is a dialect-specific type that didn't have a
// registered dialect when it got created. We don't want to encode this as the
// builtin OpaqueType, we want to encode it as if the dialect was actually
// loaded.
if (OpaqueType opaqueType = dyn_cast<OpaqueType>(type)) {
numbering->dialect = &numberDialect(opaqueType.getDialectNamespace());
return;
}
numbering->dialect = &numberDialect(&type.getDialect());
// If this type will be emitted using the bytecode format, perform a dummy
// writing to number any nested components.
if (const auto *interface = numbering->dialect->interface) {
// TODO: We don't allow custom encodings for mutable types right now.
if (!type.hasTrait<TypeTrait::IsMutable>()) {
NumberingDialectWriter writer(*this);
if (succeeded(interface->writeType(type, writer)))
return;
}
}
// If this type will be emitted using the fallback, number the nested dialect
// resources. We don't number everything (e.g. no nested attributes/types),
// because we don't want to encode things we won't decode (the textual format
// can't really share much).
AsmState tempState(type.getContext());
llvm::raw_null_ostream dummyOS;
type.print(dummyOS, tempState);
// Number the used dialect resources.
for (const auto &it : tempState.getDialectResources())
number(it.getFirst(), it.getSecond().getArrayRef());
}
void IRNumberingState::number(Dialect *dialect,
ArrayRef<AsmDialectResourceHandle> resources) {
DialectNumbering &dialectNumber = numberDialect(dialect);
assert(
dialectNumber.asmInterface &&
"expected dialect owning a resource to implement OpAsmDialectInterface");
for (const auto &resource : resources) {
// Check if this is a newly seen resource.
if (!dialectNumber.resources.insert(resource))
return;
auto *numbering =
new (resourceAllocator.Allocate()) DialectResourceNumbering(
dialectNumber.asmInterface->getResourceKey(resource));
dialectNumber.resourceMap.insert({numbering->key, numbering});
dialectResources.try_emplace(resource, numbering);
}
}
int64_t IRNumberingState::getDesiredBytecodeVersion() const {
return config.getDesiredBytecodeVersion();
}
namespace {
/// A dummy resource builder used to number dialect resources.
struct NumberingResourceBuilder : public AsmResourceBuilder {
NumberingResourceBuilder(DialectNumbering *dialect, unsigned &nextResourceID)
: dialect(dialect), nextResourceID(nextResourceID) {}
~NumberingResourceBuilder() override = default;
void buildBlob(StringRef key, ArrayRef<char>, uint32_t) final {
numberEntry(key);
}
void buildBool(StringRef key, bool) final { numberEntry(key); }
void buildString(StringRef key, StringRef) final {
// TODO: We could pre-number the value string here as well.
numberEntry(key);
}
/// Number the dialect entry for the given key.
void numberEntry(StringRef key) {
// TODO: We could pre-number resource key strings here as well.
auto it = dialect->resourceMap.find(key);
if (it != dialect->resourceMap.end()) {
it->second->number = nextResourceID++;
it->second->isDeclaration = false;
}
}
DialectNumbering *dialect;
unsigned &nextResourceID;
};
} // namespace
void IRNumberingState::finalizeDialectResourceNumberings(Operation *rootOp) {
unsigned nextResourceID = 0;
for (DialectNumbering &dialect : getDialects()) {
if (!dialect.asmInterface)
continue;
NumberingResourceBuilder entryBuilder(&dialect, nextResourceID);
dialect.asmInterface->buildResources(rootOp, dialect.resources,
entryBuilder);
// Number any resources that weren't added by the dialect. This can happen
// if there was no backing data to the resource, but we still want these
// resource references to roundtrip, so we number them and indicate that the
// data is missing.
for (const auto &it : dialect.resourceMap)
if (it.second->isDeclaration)
it.second->number = nextResourceID++;
}
}
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