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Halide
/
src
/
Schedule.cpp
Halide
/
src
/
Schedule.cpp
Schedule.cpp 17.89 KB
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#include "Schedule.h"
#include "Func.h"
#include "Function.h"
#include "IR.h"
#include "IRMutator.h"
#include "Var.h"
namespace {
const char *const root_looplevel_name = "__root";
const char *const inline_looplevel_name = "";
const char *const undefined_looplevel_name = "__undefined_loop_level_var_name";
} // namespace
namespace Halide {
namespace Internal {
struct LoopLevelContents {
mutable RefCount ref_count;
// Note: func_name is empty for inline or root.
std::string func_name;
// If set to -1, this loop level does not refer to a particular stage of the
// function. 0 refers to initial stage, 1 refers to the 1st update stage, etc.
int stage_index;
// TODO: these two fields should really be VarOrRVar,
// but cyclical include dependencies make this challenging.
std::string var_name;
bool is_rvar;
bool locked;
LoopLevelContents(const std::string &func_name,
const std::string &var_name,
bool is_rvar,
int stage_index,
bool locked)
: func_name(func_name), stage_index(stage_index), var_name(var_name),
is_rvar(is_rvar), locked(locked) {
}
};
template<>
RefCount &ref_count<LoopLevelContents>(const LoopLevelContents *p) noexcept {
return p->ref_count;
}
template<>
void destroy<LoopLevelContents>(const LoopLevelContents *p) {
delete p;
}
} // namespace Internal
LoopLevel::LoopLevel(const std::string &func_name, const std::string &var_name,
bool is_rvar, int stage_index, bool locked)
: contents(new Internal::LoopLevelContents(func_name, var_name, is_rvar, stage_index, locked)) {
}
LoopLevel::LoopLevel(const Internal::Function &f, const VarOrRVar &v, int stage_index)
: LoopLevel(f.name(), v.name(), v.is_rvar, stage_index, false) {
}
LoopLevel::LoopLevel(const Func &f, const VarOrRVar &v, int stage_index)
: LoopLevel(f.function().name(), v.name(), v.is_rvar, stage_index, false) {
}
// Note that even 'undefined' LoopLevels get a LoopLevelContents; this is deliberate,
// as we want to be able to create an undefined LoopLevel, pass it to another function
// to use, then mutate it afterwards via 'set()'.
LoopLevel::LoopLevel()
: LoopLevel("", undefined_looplevel_name, false, -1, false) {
}
void LoopLevel::check_defined() const {
internal_assert(defined());
}
void LoopLevel::check_locked() const {
// A LoopLevel can be in one of two states:
// - Unlocked (the default state): An unlocked LoopLevel can be mutated freely (via the set() method),
// but cannot be inspected (calls to func(), var(), is_inlined(), is_root(), etc.
// will assert-fail). This is the only sort of LoopLevel that most user code will ever encounter.
// - Locked: Once a LoopLevel is locked, it can be freely inspected, but no longer mutated.
// Halide locks all LoopLevels during the lowering process to ensure that no user
// code (e.g. custom passes) can interfere with invariants.
user_assert(contents->locked)
<< "Cannot inspect an unlocked LoopLevel: "
<< contents->func_name << "." << contents->var_name
<< "\n";
}
void LoopLevel::check_defined_and_locked() const {
check_defined();
check_locked();
}
void LoopLevel::set(const LoopLevel &other) {
// Don't check locked(), since we don't care if it's defined() or not
user_assert(!contents->locked)
<< "Cannot call set() on a locked LoopLevel: "
<< contents->func_name << "." << contents->var_name
<< "\n";
contents->func_name = other.contents->func_name;
contents->stage_index = other.contents->stage_index;
contents->var_name = other.contents->var_name;
contents->is_rvar = other.contents->is_rvar;
}
LoopLevel &LoopLevel::lock() {
contents->locked = true;
// If you have an undefined LoopLevel at the point we're
// locking it (i.e., start of lowering), you've done something wrong,
// so let's give a more useful error message.
user_assert(defined())
<< "There should be no undefined LoopLevels at the start of lowering. "
<< "(Did you mean to use LoopLevel::inlined() instead of LoopLevel() ?)";
return *this;
}
bool LoopLevel::defined() const {
check_locked();
return contents->var_name != undefined_looplevel_name;
}
std::string LoopLevel::func() const {
check_defined_and_locked();
return contents->func_name;
}
int LoopLevel::stage_index() const {
check_defined_and_locked();
internal_assert(contents->stage_index >= 0);
return contents->stage_index;
}
VarOrRVar LoopLevel::var() const {
check_defined_and_locked();
internal_assert(!is_inlined() && !is_root());
return VarOrRVar(contents->var_name, contents->is_rvar);
}
/*static*/
LoopLevel LoopLevel::inlined() {
return LoopLevel("", inline_looplevel_name, false, -1);
}
bool LoopLevel::is_inlined() const {
// It's OK to be undefined (just return false).
check_locked();
return contents->var_name == inline_looplevel_name;
}
/*static*/
LoopLevel LoopLevel::root() {
return LoopLevel("", root_looplevel_name, false, -1);
}
bool LoopLevel::is_root() const {
// It's OK to be undefined (just return false).
check_locked();
return contents->var_name == root_looplevel_name;
}
std::string LoopLevel::to_string() const {
check_defined_and_locked();
if (contents->stage_index == -1) {
return contents->func_name + "." + contents->var_name;
} else {
return contents->func_name + ".s" + std::to_string(contents->stage_index) + "." + contents->var_name;
}
}
bool LoopLevel::match(const std::string &loop) const {
check_defined_and_locked();
if (contents->stage_index == -1) {
return Internal::starts_with(loop, contents->func_name + ".") &&
Internal::ends_with(loop, "." + contents->var_name);
} else {
std::string prefix = contents->func_name + ".s" + std::to_string(contents->stage_index) + ".";
return Internal::starts_with(loop, prefix) &&
Internal::ends_with(loop, "." + contents->var_name);
}
}
bool LoopLevel::match(const LoopLevel &other) const {
check_defined_and_locked();
other.check_defined_and_locked();
return (contents->func_name == other.contents->func_name &&
(contents->var_name == other.contents->var_name ||
Internal::ends_with(contents->var_name, "." + other.contents->var_name) ||
Internal::ends_with(other.contents->var_name, "." + contents->var_name)) &&
(contents->stage_index == other.contents->stage_index));
}
bool LoopLevel::operator==(const LoopLevel &other) const {
check_defined_and_locked();
other.check_defined_and_locked();
return (contents->func_name == other.contents->func_name) &&
(contents->stage_index == other.contents->stage_index) &&
(contents->var_name == other.contents->var_name);
}
namespace Internal {
typedef std::map<FunctionPtr, FunctionPtr> DeepCopyMap;
/** A schedule for a halide function, which defines where, when, and
* how it should be evaluated. */
struct FuncScheduleContents {
mutable RefCount ref_count;
LoopLevel store_level, compute_level;
std::vector<StorageDim> storage_dims;
std::vector<Bound> bounds;
std::vector<Bound> estimates;
std::map<std::string, Internal::FunctionPtr> wrappers;
MemoryType memory_type = MemoryType::Auto;
bool memoized = false;
bool async = false;
Expr memoize_eviction_key;
FuncScheduleContents()
: store_level(LoopLevel::inlined()), compute_level(LoopLevel::inlined()) {
}
// Pass an IRMutator through to all Exprs referenced in the FuncScheduleContents
void mutate(IRMutator *mutator) {
for (Bound &b : bounds) {
if (b.min.defined()) {
b.min = mutator->mutate(b.min);
}
if (b.extent.defined()) {
b.extent = mutator->mutate(b.extent);
}
if (b.modulus.defined()) {
b.modulus = mutator->mutate(b.modulus);
}
if (b.remainder.defined()) {
b.remainder = mutator->mutate(b.remainder);
}
}
for (Bound &b : estimates) {
if (b.min.defined()) {
b.min = mutator->mutate(b.min);
}
if (b.extent.defined()) {
b.extent = mutator->mutate(b.extent);
}
if (b.modulus.defined()) {
b.modulus = mutator->mutate(b.modulus);
}
if (b.remainder.defined()) {
b.remainder = mutator->mutate(b.remainder);
}
}
}
};
template<>
RefCount &ref_count<FuncScheduleContents>(const FuncScheduleContents *p) noexcept {
return p->ref_count;
}
template<>
void destroy<FuncScheduleContents>(const FuncScheduleContents *p) {
delete p;
}
/** A schedule for a sigle halide stage_index, which defines where, when, and
* how it should be evaluated. */
struct StageScheduleContents {
mutable RefCount ref_count;
std::vector<ReductionVariable> rvars;
std::vector<Split> splits;
std::vector<Dim> dims;
std::vector<PrefetchDirective> prefetches;
FuseLoopLevel fuse_level;
std::vector<FusedPair> fused_pairs;
bool touched = false;
bool allow_race_conditions = false;
bool atomic = false;
bool override_atomic_associativity_test = false;
StageScheduleContents()
: fuse_level(FuseLoopLevel()) {
}
// Pass an IRMutator through to all Exprs referenced in the StageScheduleContents
void mutate(IRMutator *mutator) {
for (ReductionVariable &r : rvars) {
if (r.min.defined()) {
r.min = mutator->mutate(r.min);
}
if (r.extent.defined()) {
r.extent = mutator->mutate(r.extent);
}
}
for (Split &s : splits) {
if (s.factor.defined()) {
s.factor = mutator->mutate(s.factor);
}
}
for (PrefetchDirective &p : prefetches) {
if (p.offset.defined()) {
p.offset = mutator->mutate(p.offset);
}
}
}
};
template<>
RefCount &ref_count<StageScheduleContents>(const StageScheduleContents *p) noexcept {
return p->ref_count;
}
template<>
void destroy<StageScheduleContents>(const StageScheduleContents *p) {
delete p;
}
FuncSchedule::FuncSchedule()
: contents(new FuncScheduleContents) {
}
FuncSchedule FuncSchedule::deep_copy(
std::map<FunctionPtr, FunctionPtr> &copied_map) const {
internal_assert(contents.defined()) << "Cannot deep-copy undefined FuncSchedule\n";
FuncSchedule copy;
copy.contents->store_level = contents->store_level;
copy.contents->compute_level = contents->compute_level;
copy.contents->storage_dims = contents->storage_dims;
copy.contents->bounds = contents->bounds;
copy.contents->estimates = contents->estimates;
copy.contents->memory_type = contents->memory_type;
copy.contents->memoized = contents->memoized;
copy.contents->memoize_eviction_key = contents->memoize_eviction_key;
copy.contents->async = contents->async;
// Deep-copy wrapper functions.
for (const auto &iter : contents->wrappers) {
FunctionPtr &copied_func = copied_map[iter.second];
internal_assert(copied_func.defined()) << Function(iter.second).name() << "\n";
copy.contents->wrappers[iter.first] = copied_func;
}
internal_assert(copy.contents->wrappers.size() == contents->wrappers.size());
return copy;
}
MemoryType FuncSchedule::memory_type() const {
return contents->memory_type;
}
MemoryType &FuncSchedule::memory_type() {
return contents->memory_type;
}
bool &FuncSchedule::memoized() {
return contents->memoized;
}
bool FuncSchedule::memoized() const {
return contents->memoized;
}
Expr &FuncSchedule::memoize_eviction_key() {
return contents->memoize_eviction_key;
}
Expr FuncSchedule::memoize_eviction_key() const {
return contents->memoize_eviction_key;
}
bool &FuncSchedule::async() {
return contents->async;
}
bool FuncSchedule::async() const {
return contents->async;
}
std::vector<StorageDim> &FuncSchedule::storage_dims() {
return contents->storage_dims;
}
const std::vector<StorageDim> &FuncSchedule::storage_dims() const {
return contents->storage_dims;
}
std::vector<Bound> &FuncSchedule::bounds() {
return contents->bounds;
}
const std::vector<Bound> &FuncSchedule::bounds() const {
return contents->bounds;
}
std::vector<Bound> &FuncSchedule::estimates() {
return contents->estimates;
}
const std::vector<Bound> &FuncSchedule::estimates() const {
return contents->estimates;
}
std::map<std::string, Internal::FunctionPtr> &FuncSchedule::wrappers() {
return contents->wrappers;
}
const std::map<std::string, Internal::FunctionPtr> &FuncSchedule::wrappers() const {
return contents->wrappers;
}
void FuncSchedule::add_wrapper(const std::string &f,
const Internal::FunctionPtr &wrapper) {
if (contents->wrappers.count(f)) {
if (f.empty()) {
user_warning << "Replacing previous definition of global wrapper in function \""
<< f << "\"\n";
} else {
internal_error << "Wrapper redefinition in function \"" << f << "\" is not allowed\n";
}
}
contents->wrappers[f] = wrapper;
}
LoopLevel &FuncSchedule::store_level() {
return contents->store_level;
}
LoopLevel &FuncSchedule::compute_level() {
return contents->compute_level;
}
const LoopLevel &FuncSchedule::store_level() const {
return contents->store_level;
}
const LoopLevel &FuncSchedule::compute_level() const {
return contents->compute_level;
}
void FuncSchedule::accept(IRVisitor *visitor) const {
for (const Bound &b : bounds()) {
if (b.min.defined()) {
b.min.accept(visitor);
}
if (b.extent.defined()) {
b.extent.accept(visitor);
}
if (b.modulus.defined()) {
b.modulus.accept(visitor);
}
if (b.remainder.defined()) {
b.remainder.accept(visitor);
}
}
for (const Bound &b : estimates()) {
if (b.min.defined()) {
b.min.accept(visitor);
}
if (b.extent.defined()) {
b.extent.accept(visitor);
}
if (b.modulus.defined()) {
b.modulus.accept(visitor);
}
if (b.remainder.defined()) {
b.remainder.accept(visitor);
}
}
if (memoize_eviction_key().defined()) {
memoize_eviction_key().accept(visitor);
}
}
void FuncSchedule::mutate(IRMutator *mutator) {
if (contents.defined()) {
contents->mutate(mutator);
}
}
StageSchedule::StageSchedule()
: contents(new StageScheduleContents) {
}
StageSchedule StageSchedule::get_copy() const {
internal_assert(contents.defined()) << "Cannot copy undefined Schedule\n";
StageSchedule copy;
copy.contents->rvars = contents->rvars;
copy.contents->splits = contents->splits;
copy.contents->dims = contents->dims;
copy.contents->prefetches = contents->prefetches;
copy.contents->fuse_level = contents->fuse_level;
copy.contents->fused_pairs = contents->fused_pairs;
copy.contents->touched = contents->touched;
copy.contents->allow_race_conditions = contents->allow_race_conditions;
copy.contents->atomic = contents->atomic;
copy.contents->override_atomic_associativity_test = contents->override_atomic_associativity_test;
return copy;
}
bool &StageSchedule::touched() {
return contents->touched;
}
bool StageSchedule::touched() const {
return contents->touched;
}
std::vector<ReductionVariable> &StageSchedule::rvars() {
return contents->rvars;
}
const std::vector<ReductionVariable> &StageSchedule::rvars() const {
return contents->rvars;
}
const std::vector<Split> &StageSchedule::splits() const {
return contents->splits;
}
std::vector<Split> &StageSchedule::splits() {
return contents->splits;
}
std::vector<Dim> &StageSchedule::dims() {
return contents->dims;
}
const std::vector<Dim> &StageSchedule::dims() const {
return contents->dims;
}
std::vector<PrefetchDirective> &StageSchedule::prefetches() {
return contents->prefetches;
}
const std::vector<PrefetchDirective> &StageSchedule::prefetches() const {
return contents->prefetches;
}
FuseLoopLevel &StageSchedule::fuse_level() {
return contents->fuse_level;
}
const FuseLoopLevel &StageSchedule::fuse_level() const {
return contents->fuse_level;
}
std::vector<FusedPair> &StageSchedule::fused_pairs() {
return contents->fused_pairs;
}
const std::vector<FusedPair> &StageSchedule::fused_pairs() const {
return contents->fused_pairs;
}
bool &StageSchedule::allow_race_conditions() {
return contents->allow_race_conditions;
}
bool StageSchedule::allow_race_conditions() const {
return contents->allow_race_conditions;
}
bool &StageSchedule::atomic() {
return contents->atomic;
}
bool StageSchedule::atomic() const {
return contents->atomic;
}
bool &StageSchedule::override_atomic_associativity_test() {
return contents->override_atomic_associativity_test;
}
bool StageSchedule::override_atomic_associativity_test() const {
return contents->override_atomic_associativity_test;
}
void StageSchedule::accept(IRVisitor *visitor) const {
for (const ReductionVariable &r : rvars()) {
if (r.min.defined()) {
r.min.accept(visitor);
}
if (r.extent.defined()) {
r.extent.accept(visitor);
}
}
for (const Split &s : splits()) {
if (s.factor.defined()) {
s.factor.accept(visitor);
}
}
for (const PrefetchDirective &p : prefetches()) {
if (p.offset.defined()) {
p.offset.accept(visitor);
}
}
}
void StageSchedule::mutate(IRMutator *mutator) {
if (contents.defined()) {
contents->mutate(mutator);
}
}
} // namespace Internal
} // namespace Halide
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简介

MIT计算机科学和人工智能实验室的研究人员创造出一种专门设计简化图像处理的程序语言Halide,源代码托管在GitHub上,目前二进制程序只支持Mac OS X和Ubuntu 12
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