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#include "Halide.h"
#include "check_call_graphs.h"
#include <cstdio>
#include <map>
namespace {
using std::map;
using std::string;
using namespace Halide;
using namespace Halide::Internal;
int calling_clone_no_op_test() {
Var x("x"), y("y");
{
Func f("f"), g("g");
f(x, y) = x + y;
g(x, y) = f(x, y);
// Calling clone on the same Func for the same Func multiple times should
// return the same clone
Func clone = f.clone_in(g);
for (int i = 0; i < 5; ++i) {
Func temp = f.clone_in(g);
if (clone.name() != temp.name()) {
std::cerr << "Expect " << clone.name() << "; got " << temp.name() << " instead\n";
return 1;
}
}
}
{
Func d("d"), e("e"), f("f"), g("g"), h("h");
d(x, y) = x + y;
e(x, y) = d(x, y);
f(x, y) = d(x, y);
g(x, y) = d(x, y);
h(x, y) = d(x, y);
Func clone1 = d.clone_in({e, f, g});
Func clone2 = d.clone_in({g, f, e});
if (clone1.name() != clone2.name()) {
std::cerr << "Expect " << clone1.name() << "; got " << clone2.name() << " instead\n";
return 1;
}
}
return 0;
}
int func_clone_test() {
Func f("f"), g("g");
Var x("x"), y("y");
f(x) = x;
g(x, y) = f(x);
Func clone = f.clone_in(g).compute_root();
f.compute_root();
// Check the call graphs.
// Expect 'g' to call 'clone', 'clone' to call nothing, and 'f' not
// in the final IR.
CallGraphs expected = {
{g.name(), {clone.name()}},
{clone.name(), {}},
};
if (check_call_graphs(g, expected) != 0) {
return 1;
}
Buffer<int> im = g.realize({200, 200});
auto func = [](int x, int y) { return x; };
if (check_image(im, func)) {
return 1;
}
return 0;
}
int multiple_funcs_sharing_clone_test() {
Func f("f"), g1("g1"), g2("g2"), g3("g3");
Var x("x"), y("y");
f(x) = x;
g1(x, y) = f(x);
g2(x, y) = f(x);
g3(x, y) = f(x);
f.compute_root();
Func f_clone = f.clone_in({g1, g2}).compute_root();
// Check the call graphs.
// Expect 'g1' and 'g2' to call 'f_clone', 'g3' to call 'f',
// f_clone' to call nothing, 'f' to call nothing
Pipeline p({g1, g2, g3});
CallGraphs expected = {
{g1.name(), {f_clone.name()}},
{g2.name(), {f_clone.name()}},
{g3.name(), {f.name()}},
{f_clone.name(), {}},
{f.name(), {}},
};
if (check_call_graphs(p, expected) != 0) {
return 1;
}
Realization r = p.realize({200, 200});
Buffer<int> img1 = r[0];
Buffer<int> img2 = r[1];
Buffer<int> img3 = r[2];
auto func = [](int x, int y) { return x; };
if (check_image(img1, func)) {
return 1;
}
if (check_image(img2, func)) {
return 1;
}
if (check_image(img3, func)) {
return 1;
}
return 0;
}
int update_defined_after_clone_test() {
Func f("f"), g("g");
Var x("x"), y("y");
f(x, y) = x + y;
g(x, y) = f(x, y);
Func clone = f.clone_in(g);
// Update of 'g' is defined after f.clone_in(g) is called. g's updates should
// still call f's clone.
RDom r(0, 100, 0, 100);
r.where(r.x < r.y);
g(r.x, r.y) += 2 * f(r.x, r.y);
Param<bool> param;
Var xi("xi");
RVar rxo("rxo"), rxi("rxi");
g.specialize(param).vectorize(x, 8).unroll(x, 2).split(x, x, xi, 4).parallel(x);
g.update(0).split(r.x, rxo, rxi, 2).unroll(rxi);
f.compute_root();
clone.compute_root().vectorize(x, 8).unroll(x, 2).split(x, x, xi, 4).parallel(x);
// Check the call graphs.
// Expect initialization of 'g' to call 'clone' and its update to call
// 'clone' and 'g', clone' to call nothing, and 'f' not in the final IR.
CallGraphs expected = {
{g.name(), {clone.name(), g.name()}},
{clone.name(), {}},
};
if (check_call_graphs(g, expected) != 0) {
return 1;
}
param.set(false);
Buffer<int> im = g.realize({200, 200});
auto func = [](int x, int y) {
return ((0 <= x && x <= 99) && (0 <= y && y <= 99) && (x < y)) ? 3 * (x + y) : (x + y);
};
if (check_image(im, func)) {
return 1;
}
for (bool param_value : {false, true}) {
param.set(param_value);
Buffer<int> im = g.realize({200, 200});
auto func = [](int x, int y) {
return ((0 <= x && x <= 99) && (0 <= y && y <= 99) && (x < y)) ? 3 * (x + y) : (x + y);
};
if (check_image(im, func)) {
return 1;
}
}
return 0;
}
int clone_depend_on_mutated_func_test() {
Func a("a"), b("b"), c("c"), d("d"), e("e"), f("f");
Var x("x"), y("y");
a(x, y) = x + y;
b(x, y) = a(x, y) + 1;
e(x, y) = a(x, y) + 2;
c(x, y) = b(x, y) + 2;
d(x, y) = c(x, y) + 3;
f(x, y) = c(x, y) + 4;
Func a_clone_in_b = a.clone_in(b).compute_root();
Func c_clone_in_f = c.clone_in(f).compute_root();
a.compute_root();
b.compute_root();
c.compute_root();
d.compute_root();
e.compute_root();
f.compute_root();
// Check the call graphs.
Pipeline p({d, e, f});
CallGraphs expected = {
{e.name(), {a.name()}},
{a.name(), {}},
{d.name(), {c.name()}},
{f.name(), {c_clone_in_f.name()}},
{c.name(), {b.name()}},
{c_clone_in_f.name(), {b.name()}},
{b.name(), {a_clone_in_b.name()}},
{a_clone_in_b.name(), {}},
};
if (check_call_graphs(p, expected) != 0) {
return 1;
}
Realization r = p.realize({25, 25});
Buffer<int> img_d = r[0];
Buffer<int> img_e = r[1];
Buffer<int> img_f = r[2];
auto func_d = [](int x, int y) { return x + y + 6; };
if (check_image(img_d, func_d)) {
return 1;
}
auto func_e = [](int x, int y) { return x + y + 2; };
if (check_image(img_e, func_e)) {
return 1;
}
auto func_f = [](int x, int y) { return x + y + 7; };
if (check_image(img_f, func_f)) {
return 1;
}
return 0;
}
int clone_on_clone_test() {
Func a("a"), b("b"), c("c"), d("d"), e("e"), f("f");
Var x("x"), y("y");
a(x, y) = x + y;
b(x, y) = a(x, y) + 1;
c(x, y) = b(x, y) + 2;
d(x, y) = b(x, y) + 3;
e(x, y) = a(x, y) + b(x, y);
f(x, y) = a(x, y) + b(x, y) + 1;
Func b_clone_in_d_f = b.clone_in({d, f}).compute_root();
Func a_clone_in_b_e = a.clone_in({b, e}).compute_root();
Func a_clone_in_b_e_in_e = a_clone_in_b_e.clone_in(e).compute_root();
a.compute_root();
b.compute_root();
c.compute_root();
d.compute_root();
e.compute_root();
f.compute_root();
// Check the call graphs.
Pipeline p({c, d, e, f});
CallGraphs expected = {
{e.name(), {b.name(), a_clone_in_b_e_in_e.name()}},
{c.name(), {b.name()}},
{b.name(), {a_clone_in_b_e.name()}},
{a_clone_in_b_e.name(), {}},
{a_clone_in_b_e_in_e.name(), {}},
{d.name(), {b_clone_in_d_f.name()}},
{f.name(), {b_clone_in_d_f.name(), a.name()}},
{b_clone_in_d_f.name(), {a.name()}},
{a.name(), {}},
};
if (check_call_graphs(p, expected) != 0) {
return 1;
}
Realization r = p.realize({25, 25});
Buffer<int> img_c = r[0];
Buffer<int> img_d = r[1];
Buffer<int> img_e = r[2];
Buffer<int> img_f = r[3];
auto func_c = [](int x, int y) { return x + y + 3; };
if (check_image(img_c, func_c)) {
return 1;
}
auto func_d = [](int x, int y) { return x + y + 4; };
if (check_image(img_d, func_d)) {
return 1;
}
auto func_e = [](int x, int y) { return 2 * x + 2 * y + 1; };
if (check_image(img_e, func_e)) {
return 1;
}
auto func_f = [](int x, int y) { return 2 * x + 2 * y + 2; };
if (check_image(img_f, func_f)) {
return 1;
}
return 0;
}
int clone_reduction_test() {
// Check that recursive references from a Func back to itself get
// rewritten too in a clone. This schedule would be illegal if
// they did not.
RDom r(0, 8);
Var x;
Func sum;
sum(x) += r * x;
Func f, g;
f(x) = sum(x);
g(x) = sum(x);
sum.clone_in(g).compute_at(g, x);
sum.compute_at(f, x);
Pipeline p({f, g});
p.realize({128});
return 0;
}
} // namespace
int main(int argc, char **argv) {
printf("Running calling clone no op test\n");
if (calling_clone_no_op_test() != 0) {
return 1;
}
printf("Running func clone test\n");
if (func_clone_test() != 0) {
return 1;
}
printf("Running multiple funcs sharing clone test\n");
if (multiple_funcs_sharing_clone_test() != 0) {
return 1;
}
printf("Running update is defined after clone test\n");
if (update_defined_after_clone_test() != 0) {
return 1;
}
printf("Running clone depend on mutated func test\n");
if (clone_depend_on_mutated_func_test() != 0) {
return 1;
}
printf("Running clone on clone test\n");
if (clone_on_clone_test() != 0) {
return 1;
}
printf("Running clone reduction test\n");
if (clone_reduction_test() != 0) {
return 1;
}
printf("Success!\n");
return 0;
}
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