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COSC-4P80-Final-Project
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Brett 2025-01-08 19:24:32 -05:00
parent 830883930b
commit 22befde2f5
2 changed files with 11 additions and 6 deletions
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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-Final-Project VERSION 0.0.20) project(COSC-4P80-Final-Project VERSION 0.0.21)
option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF) option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
option(ENABLE_UBSAN "Enable the ub sanitizer" OFF) option(ENABLE_UBSAN "Enable the ub sanitizer" OFF)

9
src/MNIST.cpp
View File

@ -610,7 +610,7 @@ namespace fp
{ {
// add in all the new epochs // add in all the new epochs
auto& vec = stats.run_stats.back(); auto& vec = stats.run_stats.back();
vec.epoch_stats.insert(vec.epoch_stats.begin(), stat.epoch_stats.begin(), stat.epoch_stats.end()); vec.epoch_stats.insert(vec.epoch_stats.end(), stat.epoch_stats.begin(), stat.epoch_stats.end());
} else } else
stats += stat; stats += stat;
} }
@ -638,13 +638,17 @@ namespace fp
state << '\n'; state << '\n';
state << stats; state << stats;
state << '\n'; state << '\n';
state << test_stats.size(); state << static_cast<blt::size_t>(std::max(static_cast<blt::i64>(test_stats.size()) - 1, 0l));
state << '\n'; state << '\n';
if (!test_stats.empty())
{
// the last test stat will be recalculated on restore. keeping it is an error.
for (const auto& v : blt::iterate(test_stats).take(test_stats.size() - 1)) for (const auto& v : blt::iterate(test_stats).take(test_stats.size() - 1))
{ {
state << v; state << v;
state << '\n'; state << '\n';
} }
}
return {stats, average}; return {stats, average};
} }
@ -787,6 +791,7 @@ namespace fp
average_epochs << average_forward_size << "," << average_deep_size << std::endl; average_epochs << average_forward_size << "," << average_deep_size << std::endl;
} }
BLT_INFO("Running python!");
run_python_line_graph("Feed-Forward vs Deep Learning, Average Loss over Epochs", "epochs.png", path + "/forward_train_results.csv", run_python_line_graph("Feed-Forward vs Deep Learning, Average Loss over Epochs", "epochs.png", path + "/forward_train_results.csv",
path + "/deep_train_results.csv", average_forward_size, average_deep_size); path + "/deep_train_results.csv", average_forward_size, average_deep_size);