20781520363

Committed 07 Jan 2026 10:50AM UTC coverage: 61.994% (-0.2%) from 62.168%

Build # 20781520363

Build Type

Pull #438

github

Committed by

web-flow

Commit Message

Merge af6583671 into 0c34ccd02

Pull Request Pull Request #438: Cuda tiling

Run Details

8 of 51 new or added lines in 6 files covered. (15.69%)

2 existing lines in 1 file now uncovered.

14904 of 24041 relevant lines covered (61.99%)

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83.16

/src/transformations/loop_tiling.cpp

#include "sdfg/transformations/loop_tiling.h"

#include "sdfg/analysis/assumptions_analysis.h"
#include "sdfg/analysis/loop_analysis.h"
#include "sdfg/analysis/scope_analysis.h"
#include "sdfg/builder/structured_sdfg_builder.h"
#include "sdfg/structured_control_flow/structured_loop.h"
#include "sdfg/symbolic/symbolic.h"

namespace sdfg {
namespace transformations {

LoopTiling::LoopTiling(structured_control_flow::StructuredLoop& loop, size_t tile_size)
    : loop_(loop), tile_size_(tile_size) {};

std::string LoopTiling::name() const { return "LoopTiling"; };

bool LoopTiling::can_be_applied(builder::StructuredSDFGBuilder& builder, analysis::AnalysisManager& analysis_manager) {
    if (this->tile_size_ <= 1) {
        return false;
    }
    // Criterion contiguous loop
    auto& assumptions_analysis = analysis_manager.get<analysis::AssumptionsAnalysis>();
    return analysis::LoopAnalysis::is_contiguous(&loop_, assumptions_analysis);
};

void LoopTiling::apply(builder::StructuredSDFGBuilder& builder, analysis::AnalysisManager& analysis_manager) {
    auto& sdfg = builder.subject();

    auto& scope_analysis = analysis_manager.get<analysis::ScopeAnalysis>();
    auto parent = static_cast<structured_control_flow::Sequence*>(scope_analysis.parent_scope(&loop_));
    size_t index = parent->index(loop_);
    auto& transition = parent->at(index).second;

    auto indvar = loop_.indvar();

    // Step 1: Define new outer loop
    auto outer_indvar_str = builder.find_new_name(indvar->get_name() + "_tile");
    builder.add_container(outer_indvar_str, sdfg.type(loop_.indvar()->get_name()));

    auto outer_indvar = symbolic::symbol(outer_indvar_str);
    auto outer_condition = symbolic::subs(loop_.condition(), indvar, outer_indvar);
    auto outer_update = symbolic::add(outer_indvar, symbolic::integer(this->tile_size_));

    structured_control_flow::StructuredLoop* outer_loop = nullptr;
    if (auto map = dynamic_cast<structured_control_flow::Map*>(&loop_)) {
        outer_loop = &builder.add_map_before(
            *parent,
            loop_,
            outer_indvar,
            outer_condition,
            loop_.init(),
            outer_update,
            map->schedule_type(),
            transition.assignments(),
            loop_.debug_info()
        );
    } else {
        outer_loop = &builder.add_for_before(
            *parent,
            loop_,
            outer_indvar,
            outer_condition,
            loop_.init(),
            outer_update,
            transition.assignments(),
            loop_.debug_info()
        );
    }

    // Step 2: Redefine inner loop
    auto inner_indvar = indvar;
    auto inner_init = outer_indvar;
    auto inner_condition_tile =
        symbolic::Lt(inner_indvar, symbolic::add(outer_indvar, symbolic::integer(this->tile_size_)));

    symbolic::Condition inner_condition = symbolic::And(inner_condition_tile, loop_.condition());

    auto inner_update = symbolic::add(inner_indvar, symbolic::integer(1));
    builder.update_loop(loop_, inner_indvar, inner_condition, inner_init, inner_update);

    // Step 3: Move loop into tiling loop
    transition.assignments().clear();
    builder.move_child(*parent, index + 1, outer_loop->root());

    analysis_manager.invalidate_all();
    applied_ = true;
    inner_loop_ = &loop_;
    outer_loop_ = outer_loop;
};

void LoopTiling::to_json(nlohmann::json& j) const {
    std::string loop_type;
    if (dynamic_cast<structured_control_flow::For*>(&loop_)) {
        loop_type = "for";
    } else if (dynamic_cast<structured_control_flow::Map*>(&loop_)) {
        loop_type = "map";
    } else {
        throw InvalidSDFGException("Unsupported loop type for serialization of loop: " + loop_.indvar()->get_name());
    }

    j["transformation_type"] = this->name();
    j["subgraph"] = {{"0", {{"element_id", this->loop_.element_id()}, {"type", loop_type}}}};
    j["parameters"] = {{"tile_size", tile_size_}};
};

LoopTiling LoopTiling::from_json(builder::StructuredSDFGBuilder& builder, const nlohmann::json& desc) {
    auto loop_id = desc["subgraph"]["0"]["element_id"].get<size_t>();
    size_t tile_size = desc["parameters"]["tile_size"].get<size_t>();
    auto element = builder.find_element_by_id(loop_id);
    if (!element) {
        throw InvalidTransformationDescriptionException("Element with ID " + std::to_string(loop_id) + " not found.");
    }
    auto loop = dynamic_cast<structured_control_flow::StructuredLoop*>(element);

    return LoopTiling(*loop, tile_size);
};

structured_control_flow::StructuredLoop* LoopTiling::inner_loop() {
    if (!applied_) {
        throw InvalidSDFGException("Accessing tiled loop before their creation.");
    }

    return inner_loop_;
}

structured_control_flow::StructuredLoop* LoopTiling::outer_loop() {
    if (!applied_) {
        throw InvalidSDFGException("Accessing tiled loop before their creation.");
    }

    return outer_loop_;
}

} // namespace transformations
} // namespace sdfg

1	#include "sdfg/transformations/loop_tiling.h"
2
3	#include "sdfg/analysis/assumptions_analysis.h"
4	#include "sdfg/analysis/loop_analysis.h"
5	#include "sdfg/analysis/scope_analysis.h"
6	#include "sdfg/builder/structured_sdfg_builder.h"
7	#include "sdfg/structured_control_flow/structured_loop.h"
8	#include "sdfg/symbolic/symbolic.h"
9
10	namespace sdfg {
11	namespace transformations {
12
13	LoopTiling::LoopTiling(structured_control_flow::StructuredLoop& loop, size_t tile_size)
14	: loop_(loop), tile_size_(tile_size) {};	14✔
15
16	std::string LoopTiling::name() const { return "LoopTiling"; };	7✔
17
18	bool LoopTiling::can_be_applied(builder::StructuredSDFGBuilder& builder, analysis::AnalysisManager& analysis_manager) {	14✔
19	if (this->tile_size_ <= 1) {	14✔
20	return false;	4✔
21	}	4✔
22	// Criterion contiguous loop
23	auto& assumptions_analysis = analysis_manager.get<analysis::AssumptionsAnalysis>();	10✔
24	return analysis::LoopAnalysis::is_contiguous(&loop_, assumptions_analysis);	10✔
25	};	14✔
26
27	void LoopTiling::apply(builder::StructuredSDFGBuilder& builder, analysis::AnalysisManager& analysis_manager) {	10✔
28	auto& sdfg = builder.subject();	10✔
29
30	auto& scope_analysis = analysis_manager.get<analysis::ScopeAnalysis>();	10✔
31	auto parent = static_cast<structured_control_flow::Sequence*>(scope_analysis.parent_scope(&loop_));	10✔
32	size_t index = parent->index(loop_);	10✔
33	auto& transition = parent->at(index).second;	10✔
34
35	auto indvar = loop_.indvar();	10✔
36
37	// Step 1: Define new outer loop
38	auto outer_indvar_str = builder.find_new_name(indvar->get_name() + "_tile");	10✔
39	builder.add_container(outer_indvar_str, sdfg.type(loop_.indvar()->get_name()));	10✔
40
41	auto outer_indvar = symbolic::symbol(outer_indvar_str);	10✔
42	auto outer_condition = symbolic::subs(loop_.condition(), indvar, outer_indvar);	10✔
43	auto outer_update = symbolic::add(outer_indvar, symbolic::integer(this->tile_size_));	10✔
44
45	structured_control_flow::StructuredLoop* outer_loop = nullptr;	10✔
46	if (auto map = dynamic_cast<structured_control_flow::Map*>(&loop_)) {	10✔
47	outer_loop = &builder.add_map_before(	6✔
48	*parent,	6✔
49	loop_,	6✔
50	outer_indvar,	6✔
51	outer_condition,	6✔
52	loop_.init(),	6✔
53	outer_update,	6✔
54	map->schedule_type(),	6✔
55	transition.assignments(),	6✔
56	loop_.debug_info()	6✔
57	);	6✔
58	} else {	6✔
59	outer_loop = &builder.add_for_before(	4✔
60	*parent,	4✔
61	loop_,	4✔
62	outer_indvar,	4✔
63	outer_condition,	4✔
64	loop_.init(),	4✔
65	outer_update,	4✔
66	transition.assignments(),	4✔
67	loop_.debug_info()	4✔
68	);	4✔
69	}	4✔
70
71	// Step 2: Redefine inner loop
72	auto inner_indvar = indvar;	10✔
73	auto inner_init = outer_indvar;	10✔
74	auto inner_condition_tile =	10✔
75	symbolic::Lt(inner_indvar, symbolic::add(outer_indvar, symbolic::integer(this->tile_size_)));	10✔
76
77	symbolic::Condition inner_condition = symbolic::And(inner_condition_tile, loop_.condition());	10✔
78
79	auto inner_update = symbolic::add(inner_indvar, symbolic::integer(1));	10✔
80	builder.update_loop(loop_, inner_indvar, inner_condition, inner_init, inner_update);	10✔
81
82	// Step 3: Move loop into tiling loop
83	transition.assignments().clear();	10✔
84	builder.move_child(*parent, index + 1, outer_loop->root());	10✔
85
86	analysis_manager.invalidate_all();	10✔
87	applied_ = true;	10✔
88	inner_loop_ = &loop_;	10✔
89	outer_loop_ = outer_loop;	10✔
90	};	10✔
91
92	void LoopTiling::to_json(nlohmann::json& j) const {	4✔
93	std::string loop_type;	4✔
94	if (dynamic_cast<structured_control_flow::For*>(&loop_)) {	4✔
95	loop_type = "for";	2✔
96	} else if (dynamic_cast<structured_control_flow::Map*>(&loop_)) {	2✔
97	loop_type = "map";	2✔
98	} else {	2✔
NEW 99	throw InvalidSDFGException("Unsupported loop type for serialization of loop: " + loop_.indvar()->get_name());	×
100	}	×
101
102	j["transformation_type"] = this->name();	4✔
103	j["subgraph"] = {{"0", {{"element_id", this->loop_.element_id()}, {"type", loop_type}}}};	4✔
104	j["parameters"] = {{"tile_size", tile_size_}};	4✔
105	};	4✔
106
107	LoopTiling LoopTiling::from_json(builder::StructuredSDFGBuilder& builder, const nlohmann::json& desc) {	7✔
108	auto loop_id = desc["subgraph"]["0"]["element_id"].get<size_t>();	7✔
109	size_t tile_size = desc["parameters"]["tile_size"].get<size_t>();	7✔
110	auto element = builder.find_element_by_id(loop_id);	7✔
111	if (!element) {	7✔
112	throw InvalidTransformationDescriptionException("Element with ID " + std::to_string(loop_id) + " not found.");	×
113	}	×
114	auto loop = dynamic_cast<structured_control_flow::StructuredLoop*>(element);	7✔
115
116	return LoopTiling(*loop, tile_size);	7✔
117	};	7✔
118
NEW 119	structured_control_flow::StructuredLoop* LoopTiling::inner_loop() {	×
NEW 120	if (!applied_) {	×
NEW 121	throw InvalidSDFGException("Accessing tiled loop before their creation.");	×
NEW 122	}	×
123
NEW 124	return inner_loop_;	×
NEW 125	}	×
126
NEW 127	structured_control_flow::StructuredLoop* LoopTiling::outer_loop() {	×
NEW 128	if (!applied_) {	×
NEW 129	throw InvalidSDFGException("Accessing tiled loop before their creation.");	×
NEW 130	}	×
131
NEW 132	return outer_loop_;	×
NEW 133	}	×
134
135	} // namespace transformations
136	} // namespace sdfg

daisytuner / sdfglib / 20781520363

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