https://github.com/halide/Halide
Tip revision: f9e4c7878385f43cf88cca23d5bd663233e9e7da authored by Steven Johnson on 27 April 2021, 19:14:54 UTC
Add support for dynamic tensors to hannk (#5942)
Add support for dynamic tensors to hannk (#5942)
Tip revision: f9e4c78
RDom.cpp
#include <array>
#include <utility>
#include "IREquality.h"
#include "IROperator.h"
#include "IRPrinter.h"
#include "ImageParam.h"
#include "RDom.h"
#include "Simplify.h"
#include "Util.h"
namespace Halide {
using namespace Internal;
using std::string;
using std::vector;
namespace {
const char *const dom_var_names[] = {"$x", "$y", "$z", "$w"};
// T is an ImageParam, Buffer<>, Input<Buffer<>>
template<typename T>
Internal::ReductionDomain make_dom_from_dimensions(const T &t, const std::string &name) {
std::vector<Internal::ReductionVariable> vars;
for (int i = 0; i < t.dimensions(); i++) {
vars.push_back({name + dom_var_names[i],
t.dim(i).min(),
t.dim(i).extent()});
}
return Internal::ReductionDomain(vars);
}
} // namespace
RVar::operator Expr() const {
if (!min().defined() || !extent().defined()) {
user_error << "Use of undefined RDom dimension: " << (name().empty() ? "<unknown>" : name()) << "\n";
}
return Variable::make(Int(32), name(), domain());
}
Expr RVar::min() const {
if (_domain.defined()) {
return _var().min;
} else {
return Expr();
}
}
Expr RVar::extent() const {
if (_domain.defined()) {
return _var().extent;
} else {
return Expr();
}
}
const std::string &RVar::name() const {
if (_domain.defined()) {
return _var().var;
} else {
return _name;
}
}
template<int N>
ReductionDomain build_domain(ReductionVariable (&vars)[N]) {
vector<ReductionVariable> d(&vars[0], &vars[N]);
ReductionDomain dom(d);
return dom;
}
// This just initializes the predefined x, y, z, w members of RDom.
void RDom::init_vars(const string &name) {
const std::vector<ReductionVariable> &dom_vars = dom.domain();
std::array<RVar *, 4> vars = {{&x, &y, &z, &w}};
for (size_t i = 0; i < vars.size(); i++) {
if (i < dom_vars.size()) {
*(vars[i]) = RVar(dom, i);
} else {
*(vars[i]) = RVar(name + dom_var_names[i]);
}
}
}
RDom::RDom(const ReductionDomain &d)
: dom(d) {
if (d.defined()) {
init_vars("");
}
}
namespace {
class CheckRDomBounds : public IRGraphVisitor {
using IRGraphVisitor::visit;
void visit(const Call *op) override {
IRGraphVisitor::visit(op);
if (op->call_type == Call::Halide) {
offending_func = op->name;
}
}
void visit(const Variable *op) override {
if (!op->param.defined() &&
!op->image.defined() &&
!internal_vars.contains(op->name)) {
offending_free_var = op->name;
}
}
void visit(const Let *op) override {
ScopedBinding<int> bind(internal_vars, op->name, 0);
IRGraphVisitor::visit(op);
}
Scope<int> internal_vars;
public:
string offending_func;
string offending_free_var;
};
} // namespace
void RDom::initialize_from_region(const Region ®ion, string name) {
if (name.empty()) {
name = make_entity_name(this, "Halide:.*:RDom", 'r');
}
std::vector<ReductionVariable> vars;
for (size_t i = 0; i < region.size(); i++) {
CheckRDomBounds checker;
user_assert(region[i].min.defined() && region[i].extent.defined())
<< "The RDom " << name << " may not be constructed with undefined Exprs.\n";
region[i].min.accept(&checker);
region[i].extent.accept(&checker);
user_assert(checker.offending_func.empty())
<< "The bounds of the RDom " << name
<< " in dimension " << i
<< " are:\n"
<< " " << region[i].min << " ... " << region[i].extent << "\n"
<< "These depend on a call to the Func " << checker.offending_func << ".\n"
<< "The bounds of an RDom may not depend on a call to a Func.\n";
user_assert(checker.offending_free_var.empty())
<< "The bounds of the RDom " << name
<< " in dimension " << i
<< " are:\n"
<< " " << region[i].min << " ... " << region[i].extent << "\n"
<< "These depend on the variable " << checker.offending_free_var << ".\n"
<< "The bounds of an RDom may not depend on a free variable.\n";
std::string rvar_uniquifier;
switch (i) {
case 0:
rvar_uniquifier = "x";
break;
case 1:
rvar_uniquifier = "y";
break;
case 2:
rvar_uniquifier = "z";
break;
case 3:
rvar_uniquifier = "w";
break;
default:
rvar_uniquifier = std::to_string(i);
break;
}
ReductionVariable rv;
rv.var = name + "$" + rvar_uniquifier;
rv.min = cast<int32_t>(region[i].min);
rv.extent = cast<int32_t>(region[i].extent);
vars.push_back(rv);
}
dom = ReductionDomain(vars);
init_vars(name);
}
RDom::RDom(const Buffer<> &b) {
std::string name = unique_name('r');
dom = make_dom_from_dimensions(b, name);
init_vars(name);
}
RDom::RDom(const OutputImageParam &p) {
const std::string &name = p.name();
dom = make_dom_from_dimensions(p, name);
init_vars(name);
}
int RDom::dimensions() const {
return (int)dom.domain().size();
}
RVar RDom::operator[](int i) const {
switch (i) {
case 0:
return x;
case 1:
return y;
case 2:
return z;
case 3:
return w;
default:
if (i < dimensions()) {
return RVar(dom, i);
} else {
user_error << "Reduction domain index out of bounds: " << i << "\n";
return x; // Keep the compiler happy
}
}
}
RDom::operator Expr() const {
if (dimensions() != 1) {
user_error << "Error: Can't treat this multidimensional RDom as an Expr:\n"
<< (*this) << "\n"
<< "Only single-dimensional RDoms can be cast to Expr.\n";
}
return Expr(x);
}
RDom::operator RVar() const {
if (dimensions() != 1) {
user_error << "Error: Can't treat this multidimensional RDom as an RVar:\n"
<< (*this) << "\n"
<< "Only single-dimensional RDoms can be cast to RVar.\n";
}
return x;
}
void RDom::where(Expr predicate) {
user_assert(!dom.frozen())
<< (*this) << " cannot be given a new predicate, because it has already"
<< " been used in the update definition of some function.\n";
user_assert(dom.defined()) << "Error: Can't add predicate to undefined RDom.\n";
dom.where(std::move(predicate));
}
/** Emit an RVar in a human-readable form */
std::ostream &operator<<(std::ostream &stream, const RVar &v) {
stream << v.name() << "(" << v.min() << ", " << v.extent() << ")";
return stream;
}
/** Emit an RDom in a human-readable form. */
std::ostream &operator<<(std::ostream &stream, const RDom &dom) {
stream << "RDom(\n";
for (int i = 0; i < dom.dimensions(); i++) {
stream << " " << dom[i] << "\n";
}
stream << ")";
Expr pred = simplify(dom.domain().predicate());
if (!equal(const_true(), pred)) {
stream << " where (\n " << pred << ")";
}
stream << "\n";
return stream;
}
} // namespace Halide