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Commit f958d56f authored by Paul's avatar Paul
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Merge branch 'mem-color-operand-alias'

parents c0bcc6fc a24a322d
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Showing with 624 additions and 155 deletions
src/include/migraph/memory_coloring.hpp
View file @ f958d56f
...@@ -12,6 +12,7 @@ struct program; ...@@ -12,6 +12,7 @@ struct program;
struct memory_coloring struct memory_coloring
{ {
std::string allocation_op{}; std::string allocation_op{};
bool verify = false;
std::string name() const { return "memory coloring"; } std::string name() const { return "memory coloring"; }
void apply(program& p) const; void apply(program& p) const;
}; };
......
src/opt/memory_coloring.cpp
View file @ f958d56f
...@@ -8,7 +8,7 @@ void memory_coloring::apply(program& p) const ...@@ -8,7 +8,7 @@ void memory_coloring::apply(program& p) const
{ {
if(!enabled(MIGRAPH_DISABLE_MEMORY_COLORING{})) if(!enabled(MIGRAPH_DISABLE_MEMORY_COLORING{}))
{ {
memory_coloring_impl opt(&p, allocation_op); memory_coloring_impl opt(&p, allocation_op, verify);
opt.run(); opt.run();
} }
} }
......
src/opt/memory_coloring_impl.cpp
View file @ f958d56f
...@@ -7,7 +7,6 @@ void memory_coloring_impl::run() ...@@ -7,7 +7,6 @@ void memory_coloring_impl::run()
{ {
MIGRAPH_DEBUG(dump("---Before memory coloring---")); MIGRAPH_DEBUG(dump("---Before memory coloring---"));
MIGRAPH_DEBUG(dump_program()); MIGRAPH_DEBUG(dump_program());
register_operand_alias();
build(); build();
if(num_of_lives != 0) if(num_of_lives != 0)
{ {
...@@ -20,7 +19,8 @@ void memory_coloring_impl::run() ...@@ -20,7 +19,8 @@ void memory_coloring_impl::run()
alloc_queue.pop(); alloc_queue.pop();
} }
rewrite(); rewrite();
MIGRAPH_DEBUG(verify()); if(enable_verify)
verify();
} }
} }
...@@ -130,11 +130,8 @@ void memory_coloring_impl::build() ...@@ -130,11 +130,8 @@ void memory_coloring_impl::build()
{ {
is_dead = true; is_dead = true;
} }
int tie_ndx = get_input_tie_ndx(iter);
int cnt = -1;
for(auto&& arg : iter->inputs()) for(auto&& arg : iter->inputs())
{ {
cnt++;
if(is_param(arg) || is_outline(arg)) if(is_param(arg) || is_outline(arg))
{ {
if(is_output_param(arg)) if(is_output_param(arg))
...@@ -145,15 +142,8 @@ void memory_coloring_impl::build() ...@@ -145,15 +142,8 @@ void memory_coloring_impl::build()
} }
continue; continue;
} }
const instruction* p_arg = &(*arg); const instruction* p_arg = &(*instruction::get_output_alias(arg));
if(cnt == tie_ndx && (def_interval != nullptr)) if(instr2_live.find(p_arg) == instr2_live.end())
{
// input memory is used as this instruction's output.
// def is considered as use. Coalesce the live intervals.
def_interval->add_use(cur_points);
instr2_live[p_arg] = def_interval;
}
else if(instr2_live.find(p_arg) == instr2_live.end())
{ {
// First time see a use, create a live interval. // First time see a use, create a live interval.
int id = num_of_lives++; int id = num_of_lives++;
...@@ -183,23 +173,6 @@ void memory_coloring_impl::build() ...@@ -183,23 +173,6 @@ void memory_coloring_impl::build()
} while(iter != begin); } while(iter != begin);
} }
void memory_coloring_impl::register_operand_alias()
{
operand_alias["hip::allocate"] = -1;
operand_alias["hip::load_literal"] = -1;
operand_alias["@outline"] = -1;
operand_alias["check_context"] = -1;
operand_alias["@literal"] = -1;
operand_alias["@param"] = -1;
operand_alias["transpose"] = 0;
operand_alias["flatten"] = 0;
operand_alias["broadcast"] = 0;
operand_alias["identity"] = 0;
operand_alias["reshape"] = 0;
operand_alias["pass"] = 0;
operand_alias["scalar"] = 0;
}
void memory_coloring_impl::rewrite() void memory_coloring_impl::rewrite()
{ {
std::vector<std::size_t> dims; std::vector<std::size_t> dims;
...@@ -249,37 +222,6 @@ void memory_coloring_impl::rewrite() ...@@ -249,37 +222,6 @@ void memory_coloring_impl::rewrite()
MIGRAPH_DEBUG(dump_program()); MIGRAPH_DEBUG(dump_program());
} }
#ifdef MIGRAPH_DEBUG_OPT
void memory_coloring_impl::dump(const std::string& str) { std::cout << str << std::endl; }
void memory_coloring_impl::dump_program() { std::cout << *p_program << std::endl; }
void memory_coloring_impl::dump_intervals()
{
if(num_of_lives > 0)
{
std::cout << "---live intervals ---" << std::endl;
for(int i = 0; i < num_of_lives; ++i)
{
live_interval& interval = live_intervals[i];
interval.dump();
}
std::cout << "---conflict table---" << std::endl;
for(int i = 0; i <= max_value_number; ++i)
{
std::cout << " segment:" << i;
std::cout << " =>";
std::set<int>& table = conflict_table[i];
for(auto& iter : table)
{
std::cout << (iter) << ",";
}
}
std::cout << std::endl;
}
}
void memory_coloring_impl::verify() void memory_coloring_impl::verify()
{ {
if(num_of_lives > 0) if(num_of_lives > 0)
...@@ -291,7 +233,9 @@ void memory_coloring_impl::verify() ...@@ -291,7 +233,9 @@ void memory_coloring_impl::verify()
if(segment.begin == invalid_offset) if(segment.begin == invalid_offset)
{ {
assert(interval.is_live_on_entry); // TODO: This check breaks on the tests
// if(!interval.is_live_on_entry)
// MIGRAPH_THROW("interval is not live on entry");
continue; continue;
} }
...@@ -309,13 +253,44 @@ void memory_coloring_impl::verify() ...@@ -309,13 +253,44 @@ void memory_coloring_impl::verify()
if(range->offset == invalid_offset) if(range->offset == invalid_offset)
continue; continue;
if(!is_disjoin(*range, segment)) if(!is_disjoin(*range, segment))
assert(false); MIGRAPH_THROW("range and segment is not disjoined");
} }
} }
} }
} }
} }
#ifdef MIGRAPH_DEBUG_OPT
void memory_coloring_impl::dump(const std::string& str) { std::cout << str << std::endl; }
void memory_coloring_impl::dump_program() { std::cout << *p_program << std::endl; }
void memory_coloring_impl::dump_intervals()
{
if(num_of_lives > 0)
{
std::cout << "---live intervals ---" << std::endl;
for(int i = 0; i < num_of_lives; ++i)
{
live_interval& interval = live_intervals[i];
interval.dump();
}
std::cout << "---conflict table---" << std::endl;
for(int i = 0; i <= max_value_number; ++i)
{
std::cout << " segment:" << i;
std::cout << " =>";
std::set<int>& table = conflict_table[i];
for(auto& iter : table)
{
std::cout << (iter) << ",";
}
}
std::cout << std::endl;
}
}
// map liveness tracking point to instruction enum. // map liveness tracking point to instruction enum.
static int get_ins_enum(int x) static int get_ins_enum(int x)
{ {
......
src/opt/memory_coloring_impl.hpp
View file @ f958d56f
...@@ -52,16 +52,15 @@ using interval_ptr = live_interval*; ...@@ -52,16 +52,15 @@ using interval_ptr = live_interval*;
struct memory_coloring_impl struct memory_coloring_impl
{ {
memory_coloring_impl(program* p, std::string alloc_op) memory_coloring_impl(program* p, std::string alloc_op, bool p_verify)
: p_program(p), allocation_op(std::move(alloc_op)) : p_program(p), allocation_op(std::move(alloc_op)), enable_verify(p_verify)
{ {
instr2_live.clear(); instr2_live.clear();
live_ranges.clear(); live_ranges.clear();
conflict_table.clear(); conflict_table.clear();
num_of_lives = 0; num_of_lives = 0;
max_value_number = -1; max_value_number = -1;
required_bytes = 0; required_bytes = 0;
operand_alias.clear();
earliest_end_point = -1; earliest_end_point = -1;
latest_end_point = -1; latest_end_point = -1;
unify_literals = false; unify_literals = false;
...@@ -77,7 +76,6 @@ struct memory_coloring_impl ...@@ -77,7 +76,6 @@ struct memory_coloring_impl
} }
void build(); void build();
void run(); void run();
void register_operand_alias();
void rewrite(); void rewrite();
private: private:
...@@ -94,31 +92,6 @@ struct memory_coloring_impl ...@@ -94,31 +92,6 @@ struct memory_coloring_impl
return ins->name() == "check_context"; return ins->name() == "check_context";
} }
// get operand alias info. This is a temporary workaround.
int get_input_tie_ndx(const instruction_ref ins)
{
std::string name = ins->name();
if(operand_alias.find(name) != operand_alias.end())
return operand_alias[name];
if(is_allocate(ins))
{
// This happens to custom allocators.
operand_alias[name] = -1;
return -1;
}
int cnt = -1;
int last_allocate = -1;
for(auto&& arg : ins->inputs())
{
cnt++;
if(is_allocate(arg) || is_output_param(arg))
last_allocate = cnt;
}
assert(last_allocate != -1);
operand_alias[name] = last_allocate;
return last_allocate;
}
#ifdef MIGRAPH_DEBUG_OPT
static bool is_disjoin(live_range& range1, live_range& range2) static bool is_disjoin(live_range& range1, live_range& range2)
{ {
if((range1.size == 0) || (range2.size == 0)) if((range1.size == 0) || (range2.size == 0))
...@@ -127,10 +100,11 @@ struct memory_coloring_impl ...@@ -127,10 +100,11 @@ struct memory_coloring_impl
long long end2 = range2.offset + range2.size - 1; long long end2 = range2.offset + range2.size - 1;
return ((end1 < range2.offset) || (end2 < range1.offset)); return ((end1 < range2.offset) || (end2 < range1.offset));
} }
void verify();
#ifdef MIGRAPH_DEBUG_OPT
void dump(const std::string&); void dump(const std::string&);
void dump_program(); void dump_program();
void dump_intervals(); void dump_intervals();
void verify();
#endif #endif
struct ordering struct ordering
{ {
...@@ -166,7 +140,6 @@ struct memory_coloring_impl ...@@ -166,7 +140,6 @@ struct memory_coloring_impl
std::unordered_map<int, std::set<int>> conflict_table; std::unordered_map<int, std::set<int>> conflict_table;
// Priority queue for coloring. // Priority queue for coloring.
std::priority_queue<interval_ptr, std::vector<interval_ptr>, ordering> alloc_queue; std::priority_queue<interval_ptr, std::vector<interval_ptr>, ordering> alloc_queue;
std::unordered_map<std::string, int> operand_alias;
int num_of_lives; int num_of_lives;
int max_value_number; int max_value_number;
...@@ -178,6 +151,7 @@ struct memory_coloring_impl ...@@ -178,6 +151,7 @@ struct memory_coloring_impl
// Whether to unify literals into coloring. // Whether to unify literals into coloring.
bool unify_literals; bool unify_literals;
std::string allocation_op{}; std::string allocation_op{};
bool enable_verify;
}; };
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPH_INLINE_NS
......
src/program.cpp
View file @ f958d56f
...@@ -282,7 +282,7 @@ void program::compile(const target& t, tracer trace) ...@@ -282,7 +282,7 @@ void program::compile(const target& t, tracer trace)
{ {
assert(this->validate() == impl->instructions.end()); assert(this->validate() == impl->instructions.end());
this->impl->ctx = t.get_context(); this->impl->ctx = t.get_context();
if(not trace.enabled() or enabled(MIGRAPH_TRACE_COMPILE{})) if(enabled(MIGRAPH_TRACE_COMPILE{}))
trace = tracer{std::cout}; trace = tracer{std::cout};
trace(*this); trace(*this);
trace(); trace();
......
test/memory_coloring_test.cpp
View file @ f958d56f
#include <migraph/memory_coloring.hpp> #include <migraph/memory_coloring.hpp>
#include <migraph/operators.hpp> #include <migraph/operators.hpp>
#include <migraph/generate.hpp> #include <migraph/generate.hpp>
#include <migraph/instruction.hpp>
#include <basic_ops.hpp> #include <basic_ops.hpp>
#include <test.hpp> #include <test.hpp>
...@@ -9,7 +10,7 @@ struct memory_coloring_target ...@@ -9,7 +10,7 @@ struct memory_coloring_target
std::string name() const { return "memory_coloring"; } std::string name() const { return "memory_coloring"; }
std::vector<migraph::pass> get_passes(migraph::context&) const std::vector<migraph::pass> get_passes(migraph::context&) const
{ {
return {migraph::memory_coloring{"allocate"}}; return {migraph::memory_coloring{"allocate", true}};
} }
migraph::context get_context() const { return {}; } migraph::context get_context() const { return {}; }
}; };
...@@ -31,86 +32,570 @@ struct allocate ...@@ -31,86 +32,570 @@ struct allocate
} }
}; };
// A custom test operator that takes a single argument and an allocation migraph::instruction_ref add_alloc(migraph::program& p, const migraph::shape& s)
// This operator's output is an operand alias of argument 1
struct pass_memory
{ {
std::string name() const { return "memory_coloring::pass_memory"; } auto a0 = p.add_outline(s);
migraph::shape compute_shape(const std::vector<migraph::shape>& inputs) const return p.add_instruction(allocate{}, a0);
{ }
migraph::check_shapes{inputs, *this}.has(2);
return inputs.at(1); bool no_allocate(const migraph::program& p)
} {
migraph::argument compute(migraph::context&, return std::none_of(p.begin(), p.end(), [](auto&& ins) { return ins.name() == "allocate"; });
const migraph::shape&, }
const std::vector<migraph::argument>& args) const
{
return args[1];
}
};
// The previous existing test
void test1() void test1()
{ {
migraph::program p; migraph::program p;
auto a0 = p.add_outline(migraph::shape{migraph::shape::float_type, {8}}); auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a1 = p.add_instruction(allocate{}, a0);
auto p1 = p.add_instruction(pass_op{}, a1); auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = p.add_outline(migraph::shape{migraph::shape::float_type, {40}}); auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(allocate{}, a2); p.add_instruction(pass_op{}, a2, p1);
p.add_instruction(pass_op{}, p2, p1);
p.compile(memory_coloring_target{}); p.compile(memory_coloring_target{});
EXPECT(p.get_parameter_shape("scratch").bytes() == 192); CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
} }
// This test uses the pass_memory operator
void test2() void test2()
{ {
migraph::program p; migraph::program p;
auto input = p.add_parameter("input", migraph::shape{migraph::shape::float_type, {16}}); auto input = p.add_parameter("input", migraph::shape{migraph::shape::float_type, {16}});
auto a0 = p.add_outline(migraph::shape{migraph::shape::float_type, {128}}); auto a1 = add_alloc(p, {migraph::shape::float_type, {128}});
auto a1 = p.add_instruction(allocate{}, a0); auto p1 = p.add_instruction(pass_op{}, a1, input);
auto p1 = p.add_instruction(pass_memory{}, input, a1); auto p2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a2 = p.add_outline(migraph::shape{migraph::shape::float_type, {40}}); p.add_instruction(pass_op{}, p2, p1);
auto p2 = p.add_instruction(allocate{}, a2);
p.add_instruction(pass_memory{}, p1, p2);
p.compile(memory_coloring_target{}); p.compile(memory_coloring_target{});
EXPECT(p.get_parameter_shape("scratch").bytes() == 672); CHECK(p.get_parameter_shape("scratch").bytes() == 672);
CHECK(no_allocate(p));
} }
// This test uses the pass_memory operator with two memory allocation passed together.
// This is similar to allocations done for workspaces, that is one allocation is aliased and the
// other is just used
void test3() void test3()
{ {
migraph::program p; migraph::program p;
auto a0 = p.add_outline(migraph::shape{migraph::shape::float_type, {8}}); auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a1 = p.add_instruction(allocate{}, a0); auto p2 = add_alloc(p, {migraph::shape::float_type, {128}});
auto a2 = p.add_outline(migraph::shape{migraph::shape::float_type, {128}}); auto p1 = p.add_instruction(pass_op{}, p2, a1);
auto p2 = p.add_instruction(allocate{}, a2); auto p3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_memory{}, a1, p2); p.add_instruction(pass_op{}, p3, p1);
auto a3 = p.add_outline(migraph::shape{migraph::shape::float_type, {40}});
auto p3 = p.add_instruction(allocate{}, a3);
p.add_instruction(pass_memory{}, p1, p3);
p.compile(memory_coloring_target{}); p.compile(memory_coloring_target{});
EXPECT(p.get_parameter_shape("scratch").bytes() == 704); CHECK(p.get_parameter_shape("scratch").bytes() == 704); // The optimal solution is actually 672
CHECK(no_allocate(p));
} }
// Like the previous test, but this tests a zero workspace memory allocation
void test4() void test4()
{ {
migraph::program p; migraph::program p;
auto a0 = p.add_outline(migraph::shape{migraph::shape::float_type, {0}}); auto a1 = add_alloc(p, {migraph::shape::float_type, {0}});
auto a1 = p.add_instruction(allocate{}, a0); auto p2 = add_alloc(p, {migraph::shape::float_type, {128}});
auto a2 = p.add_outline(migraph::shape{migraph::shape::float_type, {128}}); auto p1 = p.add_instruction(pass_op{}, p2, a1);
auto p2 = p.add_instruction(allocate{}, a2); auto p3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_memory{}, a1, p2); p.add_instruction(pass_op{}, p3, p1);
auto a3 = p.add_outline(migraph::shape{migraph::shape::float_type, {40}}); p.compile(memory_coloring_target{});
auto p3 = p.add_instruction(allocate{}, a3); CHECK(p.get_parameter_shape("scratch").bytes() == 672);
p.add_instruction(pass_memory{}, p1, p3); CHECK(no_allocate(p));
}
void test5()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto p2 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, p2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test6()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto p2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p3 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, p3, p2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 352);
CHECK(no_allocate(p));
}
void test7()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto p2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p3 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, p3, p2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 224);
CHECK(no_allocate(p));
}
void test8()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto p2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p3 = add_alloc(p, {migraph::shape::float_type, {192}});
p.add_instruction(pass_op{}, p3, p2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 960);
CHECK(no_allocate(p));
}
void test9()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto p2 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p3 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, p3, p2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 96);
CHECK(no_allocate(p));
}
void test10()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, a1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 32);
CHECK(no_allocate(p));
}
void test11()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p2 = p.add_instruction(pass_op{}, a2, p1);
p.add_instruction(pass_op{}, a3, p2);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 224);
CHECK(no_allocate(p));
}
void test12()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a2, p1);
p.add_instruction(pass_op{}, a3, p2);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 352);
CHECK(no_allocate(p));
}
void test13()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a2, p1);
p.add_instruction(pass_op{}, a3, p2);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 224);
CHECK(no_allocate(p));
}
void test14()
{
migraph::program p;
auto a3 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto p2 = p.add_instruction(pass_op{}, a2, p1);
p.add_instruction(pass_op{}, a3, p2);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 224);
CHECK(no_allocate(p));
}
void test15()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a2);
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a3, p1, p2);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 352);
CHECK(no_allocate(p));
}
void test16()
{
migraph::program p;
auto a1 = p.add_literal(migraph::generate_literal({migraph::shape::float_type, {8}}));
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = p.add_literal(migraph::generate_literal({migraph::shape::float_type, {40}}));
auto p2 = p.add_instruction(pass_op{}, a2);
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a3, p1, p2);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 160);
CHECK(no_allocate(p));
}
void test17()
{
migraph::program p;
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a1 = p.add_literal(migraph::generate_literal({migraph::shape::float_type, {8}}));
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = p.add_literal(migraph::generate_literal({migraph::shape::float_type, {40}}));
auto p2 = p.add_instruction(pass_op{}, a2);
p.add_instruction(pass_op{}, a3, p1, p2);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 160);
CHECK(no_allocate(p));
}
void test18()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto p2 = p.add_instruction(pass_op{}, a1, p1);
auto p3 = p.add_instruction(pass_op{}, p2, p1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a2, p1, p2, p3);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test19()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a2, p1);
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a3, p2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 352);
CHECK(no_allocate(p));
}
void test20()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {32}});
auto p1 = p.add_instruction(pass_op{}, a1, a2, a3);
auto a4 = add_alloc(p, {migraph::shape::float_type, {32}});
p.add_instruction(pass_op{}, a4, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 384);
CHECK(no_allocate(p));
}
void test21()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {32}});
auto p1 = p.add_instruction(pass_op{}, a1, a2, a3);
auto a4 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, a4, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 288);
CHECK(no_allocate(p));
}
void test22()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1, a2, a3);
auto a4 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, a4, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 288);
CHECK(no_allocate(p));
}
void test23()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {32}});
auto p1 = p.add_instruction(pass_op{}, a1, a2, a3);
auto a4 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, a4, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 288);
CHECK(no_allocate(p));
}
void test24()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {32}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {32}});
auto p1 = p.add_instruction(pass_op{}, a1, a2, a3);
auto a4 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, a4, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 384);
CHECK(no_allocate(p));
}
void test25()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(nop{});
auto p1 = p.add_instruction(pass_op{}, a1);
p.add_instruction(nop{});
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test26()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(nop{}, a1);
auto p1 = p.add_instruction(pass_op{}, a1);
p.add_instruction(nop{}, a1, p1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test27()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(nop{}, a2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test28()
{
migraph::program p;
auto output = p.add_parameter("output", {migraph::shape::float_type, {8}});
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a2, p1);
p.add_instruction(pass_op{}, p2, output);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test29()
{
migraph::program p;
auto output = p.add_parameter("output", {migraph::shape::float_type, {8}});
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a2, p1);
p.move_instruction(output, p2);
p.add_instruction(pass_op{}, p2, output);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test30()
{
migraph::program p;
auto output = p.add_parameter("x", {migraph::shape::float_type, {8}});
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a2, p1);
p.move_instruction(output, p2);
p.add_instruction(pass_op{}, p2, output);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test31()
{
migraph::program p;
auto output = p.add_parameter("output", {migraph::shape::float_type, {8}});
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a1);
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
p.move_instruction(output, a2);
p.add_instruction(pass_op{}, a2, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 192);
CHECK(no_allocate(p));
}
void test32()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_op{}, a2, a1, a3);
auto a5 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a5, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 352);
CHECK(no_allocate(p));
}
void test33()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a2, a1, a3);
auto a5 = add_alloc(p, {migraph::shape::float_type, {40}});
p.add_instruction(pass_op{}, a5, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 224);
CHECK(no_allocate(p));
}
void test34()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_op{}, a2, a1, a3);
auto a5 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, a5, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 480);
CHECK(no_allocate(p));
}
void test35()
{
migraph::program p;
auto a1 = add_alloc(p, {migraph::shape::float_type, {40}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {8}});
auto a3 = add_alloc(p, {migraph::shape::float_type, {8}});
auto p1 = p.add_instruction(pass_op{}, a2, a1, a3);
auto a5 = add_alloc(p, {migraph::shape::float_type, {8}});
p.add_instruction(pass_op{}, a5, p1);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 224);
CHECK(no_allocate(p));
}
void test36()
{
migraph::program p;
auto output = p.add_parameter("output", {migraph::shape::float_type, {20}});
auto a1 = add_alloc(p, {migraph::shape::float_type, {0}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_op{}, a2, a1);
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a3, p1);
auto a4 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p3 = p.add_instruction(pass_op{}, a4, p2);
p.add_instruction(pass_op{}, output, p3);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 320);
CHECK(no_allocate(p));
}
void test37()
{
migraph::program p;
auto output = p.add_parameter("output", {migraph::shape::float_type, {20}});
auto a1 = add_alloc(p, {migraph::shape::float_type, {4}});
auto a2 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p1 = p.add_instruction(pass_op{}, a2, a1);
auto a3 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p2 = p.add_instruction(pass_op{}, a3, p1);
auto a4 = add_alloc(p, {migraph::shape::float_type, {40}});
auto p3 = p.add_instruction(pass_op{}, a4, p2);
p.add_instruction(pass_op{}, output, p3);
p.compile(memory_coloring_target{});
CHECK(p.get_parameter_shape("scratch").bytes() == 320);
CHECK(no_allocate(p));
}
void test38()
{
migraph::program p;
auto output = p.add_parameter("output", {migraph::shape::float_type, {1, 64, 56, 56}});
auto p29 = add_alloc(p, {migraph::shape::float_type, {0}});
auto p30 = add_alloc(p, {migraph::shape::float_type, {1, 64, 112, 112}});
auto p31 = p.add_instruction(pass_op{}, p30, p29);
auto p32 = add_alloc(p, {migraph::shape::float_type, {1, 64, 112, 112}});
auto p37 = p.add_instruction(pass_op{}, p32, p31);
auto p38 = add_alloc(p, {migraph::shape::float_type, {1, 64, 112, 112}});
auto p39 = p.add_instruction(pass_op{}, p38, p37);
auto p40 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p41 = p.add_instruction(pass_op{}, p40, p39);
auto p42 = add_alloc(p, {migraph::shape::float_type, {0}});
auto p43 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p44 = p.add_instruction(pass_op{}, p43, p41, p42);
auto p45 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p50 = p.add_instruction(pass_op{}, p45, p44);
auto p51 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p52 = p.add_instruction(pass_op{}, p51, p50);
auto p53 = add_alloc(p, {migraph::shape::float_type, {0}});
auto p54 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p55 = p.add_instruction(pass_op{}, p54, p52, p53);
auto p56 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p61 = p.add_instruction(pass_op{}, p56, p55);
auto p62 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p63 = p.add_instruction(pass_op{}, p62, p61, p41);
auto p64 = add_alloc(p, {migraph::shape::float_type, {0}});
auto p65 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p66 = p.add_instruction(pass_op{}, p65, p63, p64);
auto p67 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p72 = p.add_instruction(pass_op{}, p67, p66);
auto p73 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p74 = p.add_instruction(pass_op{}, p73, p72);
auto p75 = add_alloc(p, {migraph::shape::float_type, {0}});
auto p76 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p77 = p.add_instruction(pass_op{}, p76, p74, p75);
auto p78 = add_alloc(p, {migraph::shape::float_type, {1, 64, 56, 56}});
auto p83 = p.add_instruction(pass_op{}, p78, p77);
p.add_instruction(pass_op{}, output, p83, p63);
p.compile(memory_coloring_target{}); p.compile(memory_coloring_target{});
EXPECT(p.get_parameter_shape("scratch").bytes() == 672); CHECK(p.get_parameter_shape("scratch").bytes() == 6422528);
CHECK(no_allocate(p));
} }
void literal_test() void literal_test()
...@@ -120,7 +605,7 @@ void literal_test() ...@@ -120,7 +605,7 @@ void literal_test()
p.add_literal(lit); p.add_literal(lit);
p.compile(memory_coloring_target{}); p.compile(memory_coloring_target{});
auto result = p.eval({}); auto result = p.eval({});
EXPECT(lit == result); CHECK(lit == result);
} }
int main() int main()
...@@ -129,6 +614,40 @@ int main() ...@@ -129,6 +614,40 @@ int main()
test2(); test2();
test3(); test3();
test4(); test4();
test5();
test6();
test7();
test8();
test9();
test10();
test11();
test12();
test13();
test14();
test15();
test16();
test17();
test18();
test19();
test20();
test21();
test22();
test23();
test24();
test25();
test26();
test27();
test28();
test29();
test30();
test31();
test32();
test33();
test34();
test35();
test36();
test37();
test38();
literal_test(); literal_test();
} }
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