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Brett 2024-11-28 22:49:00 -05:00
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2
CMakeLists.txt
View File

@ -1,5 +1,5 @@
cmake_minimum_required(VERSION 3.25) cmake_minimum_required(VERSION 3.25)
project(COSC-4P80-Assignment-3 VERSION 0.0.32) project(COSC-4P80-Assignment-3 VERSION 0.0.33)
include(FetchContent) include(FetchContent)
option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF) option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)

66
src/main.cpp
View File

@ -453,7 +453,7 @@ void action_test(const std::vector<std::string>& argv_vector)
", " + std::to_string(task.max_epochs) + " Epochs", ", " + std::to_string(task.max_epochs) + " Epochs",
std::to_string(task.width) + "x" + std::to_string(task.height) + " " += shape_name + ", " += init_name + ", Min: " + std::to_string(task.width) + "x" + std::to_string(task.height) + " " += shape_name + ", " += init_name + ", Min: " +
std::to_string(min_quant) + ", Max: " + std::to_string(min_quant) + ", Max: " +
std::to_string(max_quant) +", " + std::to_string(task.max_epochs) + std::to_string(max_quant) + ", " + std::to_string(task.max_epochs) +
" Epochs"); " Epochs");
BLT_INFO("Task '%s' Complete", path.c_str()); BLT_INFO("Task '%s' Complete", path.c_str());
@ -568,20 +568,29 @@ void action_convert(const std::vector<std::string>& argv_vector)
std::vector<test_t> tasks; std::vector<test_t> tasks;
std::mutex task_mutex; std::mutex task_mutex;
// for (auto& file : data.files)
// {
// for (blt::u32 i = 5; i <= 7; i++)
// {
// for (blt::i32 shape = 0; shape < 4; shape++)
// {
// auto shape_v = static_cast<shape_t>(shape);
// tasks.emplace_back(std::vector{
// task_t{&file, i, i, 2000, shape_v, init_t::COMPLETELY_RANDOM, 1.0},
// task_t{&file, i, i, 2000, shape_v, init_t::RANDOM_DATA, 1.0},
// task_t{&file, i, i, 2000, shape_v, init_t::SAMPLED_DATA, 1.0}
// }, "UnUsed");
// }
// }
// }
for (auto& file : data.files) for (auto& file : data.files)
{ {
for (blt::u32 i = 5; i <= 7; i++) tasks.emplace_back(std::vector{
{ task_t{&file, 5, 5, 2000, shape_t::GRID_WRAP, init_t::COMPLETELY_RANDOM, 1.0},
for (blt::i32 shape = 0; shape < 4; shape++) task_t{&file, 6, 6, 2000, shape_t::GRID_WRAP, init_t::COMPLETELY_RANDOM, 1.0},
{ task_t{&file, 7, 7, 2000, shape_t::GRID_WRAP, init_t::COMPLETELY_RANDOM, 1.0}
auto shape_v = static_cast<shape_t>(shape); }, "UnUsed");
tasks.emplace_back(std::vector{
task_t{&file, i, i, 2000, shape_v, init_t::COMPLETELY_RANDOM, 1.0},
task_t{&file, i, i, 2000, shape_v, init_t::RANDOM_DATA, 1.0},
task_t{&file, i, i, 2000, shape_v, init_t::SAMPLED_DATA, 1.0}
}, "UnUsed");
}
}
} }
for (blt::size_t i = 0; i < std::thread::hardware_concurrency(); i++) for (blt::size_t i = 0; i < std::thread::hardware_concurrency(); i++)
@ -648,13 +657,18 @@ void action_convert(const std::vector<std::string>& argv_vector)
std::ofstream stats{filtered_path + "results_table.txt"}; std::ofstream stats{filtered_path + "results_table.txt"};
stats << "\\begin{figure}[h!]\n\t\\centering" << std::endl; stats << "\\begin{figure}[h!]\n\t\\centering" << std::endl;
stats << "\t\\makebox[\\textwidth]{\\begin{tabular}{ccc}" << std::endl << "\t\t"; stats << "\t\\makebox[\\textwidth]{\\begin{tabular}{cc}" << std::endl << "\t\t";
for (auto [i, task] : blt::enumerate(t.tasks)) for (auto [i, task] : blt::enumerate(t.tasks))
{ {
if (i != 0) if (i != 0)
stats << " & \n\t\t"; {
stats << "\\includegraphics[width=0.4\\textwidth]{" << make_path(task) + "errors-topological" << bin_size << "}"; if (i % 2 == 0)
stats << "\\\\" << std::endl << "\t\t";
else
stats << " & \n\t\t";
}
stats << "\\includegraphics[width=0.6\\textwidth]{" << make_path(task) + "errors-topological" << bin_size << "}";
} }
stats << "\\\\" << std::endl; stats << "\\\\" << std::endl;
stats << "\t\\end{tabular}}" << std::endl; stats << "\t\\end{tabular}}" << std::endl;
@ -662,20 +676,30 @@ void action_convert(const std::vector<std::string>& argv_vector)
stats << "\\end{figure}" << std::endl << std::endl; stats << "\\end{figure}" << std::endl << std::endl;
stats << "\\begin{figure}[h!]\n\t\\centering" << std::endl; stats << "\\begin{figure}[h!]\n\t\\centering" << std::endl;
stats << "\t\\makebox[\\textwidth]{\\begin{tabular}{ccc}" << std::endl << "\t\t"; stats << "\t\\makebox[\\textwidth]{\\begin{tabular}{cc}" << std::endl << "\t\t";
for (auto [i, task] : blt::enumerate(t.tasks)) for (auto [i, task] : blt::enumerate(t.tasks))
{ {
if (i != 0) if (i != 0)
stats << " & \n\t\t"; {
stats << "\\includegraphics[width=0.4\\textwidth]{" << make_path(task) + "errors-topological" << bin_size << "}"; if (i % 2 == 0)
stats << "\\\\" << std::endl << "\t\t";
else
stats << " & \n\t\t";
}
stats << "\\includegraphics[width=0.6\\textwidth]{" << make_path(task) + "errors-topological" << bin_size << "}";
} }
stats << "\\\\" << std::endl << "\t\t"; stats << "\\\\" << std::endl << "\t\t";
for (auto [i, task] : blt::enumerate(t.tasks)) for (auto [i, task] : blt::enumerate(t.tasks))
{ {
if (i != 0) if (i != 0)
stats << " & \n\t\t"; {
stats << "\\includegraphics[width=0.4\\textwidth]{" << make_path(task) + "errors-quantization" << bin_size << "}"; if (i % 2 == 0)
stats << "\\\\" << std::endl << "\t\t";
else
stats << " & \n\t\t";
}
stats << "\\includegraphics[width=0.6\\textwidth]{" << make_path(task) + "errors-quantization" << bin_size << "}";
} }
stats << "\\\\" << std::endl; stats << "\\\\" << std::endl;
stats << "\t\\end{tabular}}" << std::endl; stats << "\t\\end{tabular}}" << std::endl;

3
src/som.cpp
View File

@ -190,9 +190,6 @@ namespace assign3
for (auto [i, v] : blt::enumerate(array.get_map())) for (auto [i, v] : blt::enumerate(array.get_map()))
{ {
const auto half = find_closest_neighbour_distance(i) / distance; const auto half = find_closest_neighbour_distance(i) / distance;
// auto sigma = std::sqrt(-(half * half) / (2 * std::log(requested_activation)));
// auto r = 1 / (2 * sigma * sigma);
//
const auto scale = user_scale * topology_function->scale(half, activation); const auto scale = user_scale * topology_function->scale(half, activation);
global_scale_avg+=scale; global_scale_avg+=scale;
for (const auto& [is_bad, bins] : file.data_points) for (const auto& [is_bad, bins] : file.data_points)