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new tree methods

dev-func-drop
Brett 2025-01-16 02:27:47 -05:00
parent 9eff9ea8ef
commit 44571f5402
8 changed files with 111 additions and 292 deletions
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239
.idea/editor.xml
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@ -240,244 +240,5 @@
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</component>
</project>

2
CMakeLists.txt
View File

@ -27,7 +27,7 @@ macro(compile_options target_name)
sanitizers(${target_name})
endmacro()
project(blt-gp VERSION 0.3.14)
project(blt-gp VERSION 0.3.15)
include(CTest)

33
include/blt/gp/tree.h
View File

@ -169,6 +169,19 @@ namespace blt::gp
class tree_t
{
public:
struct child_t
{
ptrdiff_t start;
// one past the end
ptrdiff_t end;
};
struct subtree_point_t
{
ptrdiff_t pos;
type_id type;
};
explicit tree_t(gp_program& program);
tree_t(const tree_t& copy): m_program(copy.m_program)
@ -236,13 +249,6 @@ namespace blt::gp
void clear(gp_program& program);
struct child_t
{
ptrdiff_t start;
// one past the end
ptrdiff_t end;
};
void insert_operator(const op_container_t& container)
{
operations.emplace_back(container);
@ -276,8 +282,13 @@ namespace blt::gp
return values;
}
blt::size_t get_depth(gp_program& program) const;
size_t get_depth(gp_program& program) const;
subtree_point_t select_subtree(double terminal_chance = 0.1) const;
std::optional<subtree_point_t> select_subtree(type_id type, u32 max_tries = 5, double terminal_chance = 0.1) const;
subtree_point_t select_subtree_traverse(double terminal_chance = 0.1, double depth_multiplier = 0.6) const;
std::optional<subtree_point_t> select_subtree_traverse(type_id type, u32 max_tries = 5, double terminal_chance = 0.1,
double depth_multiplier = 0.6) const;
/**
* User function for evaluating this tree using a context reference. This function should only be used if the tree is expecting the context value
@ -344,12 +355,10 @@ namespace blt::gp
bool check(gp_program& program, void* context) const;
void find_child_extends(gp_program& program, tracked_vector<child_t>& vec, blt::size_t parent_node, blt::size_t argc) const;
void find_child_extends(tracked_vector<child_t>& vec, blt::size_t parent_node, blt::size_t argc) const;
// places one past the end of the child. so it's [start, end)
blt::ptrdiff_t find_endpoint(blt::gp::gp_program& program, blt::ptrdiff_t start) const;
blt::ptrdiff_t find_parent(blt::gp::gp_program& program, blt::ptrdiff_t start) const;
[[nodiscard]] ptrdiff_t find_endpoint(blt::ptrdiff_t start) const;
// valid for [begin, end)
static size_t total_value_bytes(const detail::const_op_iter_t begin, const detail::const_op_iter_t end)

2
lib/blt

@ -1 +1 @@
Subproject commit 7864ddc4de9c89f1986f1918180883a5c3580a5b
Subproject commit 4c462dff38a982bc5dc5212337af160bc018cce1

8
src/generators.cpp
View File

@ -27,8 +27,8 @@ namespace blt::gp
struct stack
{
blt::gp::operator_id id;
blt::size_t depth;
operator_id id;
size_t depth;
};
inline std::stack<stack> get_initial_stack(gp_program& program, type_id root_type)
@ -49,10 +49,10 @@ namespace blt::gp
}
template<typename Func>
inline void create_tree(tree_t& tree, Func&& perChild, const generator_arguments& args)
void create_tree(tree_t& tree, Func&& perChild, const generator_arguments& args)
{
std::stack<stack> tree_generator = get_initial_stack(args.program, args.root_type);
blt::size_t max_depth = 0;
size_t max_depth = 0;
while (!tree_generator.empty())
{

18
src/transformers.cpp
View File

@ -94,10 +94,10 @@ namespace blt::gp
{
// basic crossover
const auto crossover_point_begin_itr = c1_ops.begin() + point->p1_crossover_point;
const auto crossover_point_end_itr = c1_ops.begin() + c1.find_endpoint(program, point->p1_crossover_point);
const auto crossover_point_end_itr = c1_ops.begin() + c1.find_endpoint(point->p1_crossover_point);
const auto found_point_begin_itr = c2_ops.begin() + point->p2_crossover_point;
const auto found_point_end_itr = c2_ops.begin() + c2.find_endpoint(program, point->p2_crossover_point);
const auto found_point_end_itr = c2_ops.begin() + c2.find_endpoint(point->p2_crossover_point);
stack_allocator& c1_stack = c1.get_values();
stack_allocator& c2_stack = c2.get_values();
@ -266,7 +266,7 @@ namespace blt::gp
point += 1;
// loop through all the children we wish to skip. The result will be the first node of the next child, becoming the new parent
for (size_t i = 0; i < argument; i++)
point = t.find_endpoint(program, point);
point = t.find_endpoint(point);
continue;
}
@ -298,7 +298,7 @@ namespace blt::gp
auto& vals_r = c.get_values();
auto begin_point = static_cast<blt::ptrdiff_t>(node);
auto end_point = c.find_endpoint(program, begin_point);
auto end_point = c.find_endpoint(begin_point);
auto begin_operator_id = ops_r[begin_point].id();
const auto& type_info = program.get_operator_info(begin_operator_id);
@ -352,6 +352,8 @@ namespace blt::gp
auto copy = c;
try
{
if (!copy.check(program, detail::debug::context_ptr))
throw std::runtime_error("Tree check failed");
// TODO a work around for the whole needing to access a now private function
// const auto& result = copy.evaluate(*static_cast<char*>(detail::debug::context_ptr));
// blt::black_box(result);
@ -434,7 +436,7 @@ namespace blt::gp
thread_local static tracked_vector<tree_t::child_t> children_data;
children_data.clear();
c.find_child_extends(program, children_data, c_node, current_func_info.argument_types.size());
c.find_child_extends(children_data, c_node, current_func_info.argument_types.size());
for (const auto& [index, val] : blt::enumerate(replacement_func_info.argument_types))
{
@ -593,7 +595,7 @@ namespace blt::gp
auto& replacement_func_info = program.get_operator_info(random_replacement);
auto new_argc = replacement_func_info.argc.argc;
// replacement function should be valid. let's make a copy of us.
auto current_end = c.find_endpoint(program, static_cast<blt::ptrdiff_t>(c_node));
auto current_end = c.find_endpoint(static_cast<blt::ptrdiff_t>(c_node));
blt::size_t for_bytes = c.total_value_bytes(c_node, current_end);
blt::size_t after_bytes = c.total_value_bytes(current_end);
auto size = current_end - c_node;
@ -677,7 +679,7 @@ namespace blt::gp
static thread_local tracked_vector<tree_t::child_t> child_data;
child_data.clear();
c.find_child_extends(program, child_data, c_node, info.argument_types.size());
c.find_child_extends(child_data, c_node, info.argument_types.size());
auto child_index = child_data.size() - 1 - argument_index;
auto child = child_data[child_index];
@ -762,7 +764,7 @@ namespace blt::gp
static thread_local tracked_vector<tree_t::child_t> child_data;
child_data.clear();
c.find_child_extends(program, child_data, c_node, info.argument_types.size());
c.find_child_extends(child_data, c_node, info.argument_types.size());
auto from_index = child_data.size() - 1 - from;
auto to_index = child_data.size() - 1 - to;

100
src/tree.cpp
View File

@ -188,13 +188,78 @@ namespace blt::gp
return depth;
}
ptrdiff_t tree_t::find_endpoint(gp_program& program, ptrdiff_t start) const
tree_t::subtree_point_t tree_t::select_subtree(const double terminal_chance) const
{
do
{
const auto point = m_program->get_random().get_u64(0, operations.size());
const auto& info = m_program->get_operator_info(operations[point].id());
if (!info.argc.is_terminal())
return {static_cast<ptrdiff_t>(point), info.return_type};
if (m_program->get_random().choice(terminal_chance))
return {static_cast<ptrdiff_t>(point), info.return_type};
} while (true);
}
std::optional<tree_t::subtree_point_t> tree_t::select_subtree(const type_id type, const u32 max_tries, const double terminal_chance) const
{
for (u32 i = 0; i < max_tries; ++i)
{
if (const auto tree = select_subtree(terminal_chance); tree.type == type)
return tree;
}
return {};
}
tree_t::subtree_point_t tree_t::select_subtree_traverse(const double terminal_chance, const double depth_multiplier) const
{
size_t index = 0;
double depth = 0;
double exit_chance = 0;
while (true)
{
const auto& info = m_program->get_operator_info(operations[index].id());
if (info.argc.is_terminal())
{
if (m_program->get_random().choice(terminal_chance))
return {static_cast<ptrdiff_t>(index), info.return_type};
index = 0;
depth = 0;
exit_chance = 0;
continue;
}
if (m_program->get_random().choice(exit_chance))
return {static_cast<ptrdiff_t>(index), info.return_type};
const auto child = m_program->get_random().get_u32(0, info.argc.argc);
index++;
for (u32 i = 0; i < child; i++)
index = find_endpoint(static_cast<ptrdiff_t>(index));
++depth;
exit_chance = 1.0 - (1.0 / (1 + depth * depth_multiplier * 0.5));
}
}
std::optional<tree_t::subtree_point_t> tree_t::select_subtree_traverse(const type_id type, const u32 max_tries, const double terminal_chance,
const double depth_multiplier) const
{
for (u32 i = 0; i < max_tries; ++i)
{
if (const auto tree = select_subtree_traverse(terminal_chance, depth_multiplier); tree.type == type)
return tree;
}
return {};
}
ptrdiff_t tree_t::find_endpoint(ptrdiff_t start) const
{
i64 children_left = 0;
do
{
const auto& type = program.get_operator_info(operations[start].id());
const auto& type = m_program->get_operator_info(operations[start].id());
// this is a child to someone
if (children_left != 0)
children_left--;
@ -207,27 +272,6 @@ namespace blt::gp
return start;
}
// this function doesn't work!
ptrdiff_t tree_t::find_parent(gp_program& program, ptrdiff_t start) const
{
i64 children_left = 0;
do
{
if (start == 0)
return 0;
const auto& type = program.get_operator_info(operations[start].id());
if (type.argc.argc > 0)
children_left -= type.argc.argc;
children_left++;
if (children_left <= 0)
break;
--start;
}
while (true);
return start;
}
void tree_t::handle_operator_inserted(const op_container_t& op)
{
if (m_program->is_operator_ephemeral(op.id()))
@ -288,6 +332,8 @@ namespace blt::gp
const auto v1 = results.values.bytes_in_head();
const auto v2 = static_cast<ptrdiff_t>(operations.front().type_size());
program.get_destroy_func(operations.front().id())(detail::destroy_t::RETURN, results.values);
if (v1 != v2)
{
const auto vd = std::abs(v1 - v2);
@ -299,24 +345,24 @@ namespace blt::gp
return true;
}
void tree_t::find_child_extends(gp_program& program, tracked_vector<child_t>& vec, const size_t parent_node, const size_t argc) const
void tree_t::find_child_extends(tracked_vector<child_t>& vec, const size_t parent_node, const size_t argc) const
{
while (vec.size() < argc)
{
auto current_point = vec.size();
const auto current_point = vec.size();
child_t prev{};
if (current_point == 0)
{
// first child.
prev = {
static_cast<ptrdiff_t>(parent_node + 1),
find_endpoint(program, static_cast<ptrdiff_t>(parent_node + 1))
find_endpoint(static_cast<ptrdiff_t>(parent_node + 1))
};
vec.push_back(prev);
continue;
}
prev = vec[current_point - 1];
child_t next = {prev.end, find_endpoint(program, prev.end)};
child_t next = {prev.end, find_endpoint(prev.end)};
vec.push_back(next);
}
}

1
tests/drop_test.cpp
View File

@ -108,6 +108,7 @@ bool fitness_function(const tree_t& current_tree, fitness_t& fitness, size_t)
constexpr static double value_cutoff = 1.e15;
for (auto& fitness_case : regression.get_training_cases())
{
BLT_GP_UPDATE_CONTEXT(fitness_case);
auto val = current_tree.get_evaluation_ref<drop_type>(fitness_case);
const auto diff = std::abs(fitness_case.y - val.get().value);
if (diff < value_cutoff)