main
Brett 2024-11-20 18:57:36 -05:00
parent 0dd9cade42
commit 8e61f745fa
7 changed files with 59 additions and 341 deletions

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</component>
</project>

View File

@ -1,5 +1,8 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="Black">
<option name="sdkName" value="Python 3.11" />
</component>
<component name="CMakePythonSetting">
<option name="pythonIntegrationState" value="YES" />
</component>

View File

@ -1,5 +1,5 @@
cmake_minimum_required(VERSION 3.25)
project(COSC-4P80-Assignment-3 VERSION 0.0.24)
project(COSC-4P80-Assignment-3 VERSION 0.0.25)
include(FetchContent)
option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)

View File

@ -7,6 +7,10 @@ import sys
filename = sys.argv[1]
size = sys.argv[2]
if len(sys.argv) > 3:
subtitle = sys.argv[3]
else:
subtitle = ""
df = pd.read_csv(filename, header=None)
@ -22,6 +26,7 @@ plt.yticks(np.arange(height), np.arange(height))
plt.xlabel('X Pos')
plt.ylabel('Y Pos')
plt.title('Heatmap of Motor Data (Bins: {})'.format(size))
plt.suptitle(subtitle)
plt.gca().invert_yaxis()

View File

@ -3,10 +3,16 @@ import matplotlib.pyplot as plt
import numpy as np
import sys
from plot_heatmap import subtitle
file1 = sys.argv[1]
file2 = sys.argv[2]
bins = sys.argv[3]
split = sys.argv[4]
if len(sys.argv) > 4:
subtitle = sys.argv[5]
else:
subtitle = ""
df1 = pd.read_csv(file1)
df2 = pd.read_csv(file2)
@ -35,6 +41,7 @@ if split.lower() == "false":
ax2.set_ylim(y_min, y_max)
ax1.set_title('Topological and Quantization Error (Bins: {})'.format(bins))
fig.suptitle(subtitle)
plt.savefig("errors{}.png".format(bins))
else:
@ -45,7 +52,8 @@ else:
plt.ylim(0, 1)
plt.title("Topological Error (Bins: {})".format(bins))
plt.suptitle(subtitle)
plt.savefig("errors-topological{}.png".format(bins))
plt.plot(data2, color='b', label='Quantization Error')
@ -55,7 +63,8 @@ else:
plt.ylim(y_min, y_max)
plt.title("Quantization Error (Bins: {})".format(bins))
plt.suptitle(subtitle)
plt.savefig("errors-quantization{}.png".format(bins))

View File

@ -10,6 +10,32 @@
#include <mutex>
#include <fstream>
#include <filesystem>
#include <cstdlib>
void plot_heatmap(const std::string& path, const std::string& activations_csv, blt::size_t bin_size, const std::string& subtitle)
{
#ifdef __linux__
auto pwd = std::filesystem::current_path();
if (!blt::string::ends_with(pwd.string(), '/'))
pwd += '/';
std::string command = "cd '" + path + "' && python3 " + pwd.string() + "plot_heatmap.py '" + activations_csv + "' " + std::to_string(bin_size) + " '" +
subtitle + "'";
std::system(("sh -c \"" + command + "\"").c_str());
#endif
}
void plot_line_graph(const std::string& path, const std::string& topological_csv, const std::string& quantization_csv, blt::size_t bin_size,
const std::string& subtitle)
{
#ifdef __linux__
auto pwd = std::filesystem::current_path();
if (!blt::string::ends_with(pwd.string(), '/'))
pwd += '/';
std::string command = "cd '" + path + "' && python3 " + pwd.string() + "plot_line_graph.py '" + topological_csv + "' '" + quantization_csv + "' " +
std::to_string(bin_size) + " false '" + subtitle + "'";
std::system(("sh -c \"" + command + "\"").c_str());
#endif
}
using namespace assign3;
@ -197,7 +223,7 @@ void action_test(const std::vector<std::string>& argv_vector)
for (auto [i, v] : blt::enumerate(average_activations))
{
activations << v / static_cast<Scalar>(runs);
if (i % task.width == task.width-1)
if (i % task.width == task.width - 1)
activations << '\n';
else
activations << ',';
@ -248,6 +274,11 @@ int main(int argc, const char** argv)
}
// argv_vector.erase(argv_vector.begin() + 1);
#ifdef __EMSCRIPTEN__
action_start_graphics(argv_vector);
return 0;
#endif
auto action = blt::string::toLowerCase(args.get<std::string>("action"));
if (action == "graphics")