tri11paragon
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COSC-4P80-Final-Project
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Brett 2025-01-08 17:15:46 -05:00
parent 8963ea41ba
commit fa72423561
3 changed files with 5 additions and 15 deletions
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12
.idea/vcs.xml
View File

@ -2,18 +2,6 @@
<project version="4"> <project version="4">
<component name="VcsDirectoryMappings"> <component name="VcsDirectoryMappings">
<mapping directory="" vcs="Git" /> <mapping directory="" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-debug/_deps/freetype-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-debug/_deps/freetype-src/subprojects/dlg" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-debug/_deps/imgui-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-release/_deps/freetype-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-release/_deps/freetype-src/subprojects/dlg" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-release/_deps/imgui-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-relwithdebinfo-addrsan/_deps/freetype-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-relwithdebinfo-addrsan/_deps/freetype-src/subprojects/dlg" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-relwithdebinfo-addrsan/_deps/imgui-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-relwithdebinfo/_deps/freetype-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-relwithdebinfo/_deps/freetype-src/subprojects/dlg" vcs="Git" />
<mapping directory="$PROJECT_DIR$/cmake-build-relwithdebinfo/_deps/imgui-src" vcs="Git" />
<mapping directory="$PROJECT_DIR$/lib/blt-with-graphics" vcs="Git" /> <mapping directory="$PROJECT_DIR$/lib/blt-with-graphics" vcs="Git" />
<mapping directory="$PROJECT_DIR$/lib/blt-with-graphics/libraries/BLT" vcs="Git" /> <mapping directory="$PROJECT_DIR$/lib/blt-with-graphics/libraries/BLT" vcs="Git" />
<mapping directory="$PROJECT_DIR$/lib/blt-with-graphics/libraries/BLT/libraries/parallel-hashmap" vcs="Git" /> <mapping directory="$PROJECT_DIR$/lib/blt-with-graphics/libraries/BLT/libraries/parallel-hashmap" vcs="Git" />

2
CMakeLists.txt
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@ -1,5 +1,5 @@
cmake_minimum_required(VERSION 3.25) cmake_minimum_required(VERSION 3.25)
project(COSC-4P80-Final-Project VERSION 0.0.7) project(COSC-4P80-Final-Project VERSION 0.0.8)
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)

6
src/MNIST.cpp
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@ -30,6 +30,8 @@
namespace fp namespace fp
{ {
constexpr blt::i64 batch_size = 512;
std::string binary_directory; std::string binary_directory;
std::string python_dual_stacked_graph_program; std::string python_dual_stacked_graph_program;
@ -360,7 +362,7 @@ namespace fp
} }
}; };
template <blt::i64 batch_size = 128, typename NetworkType> template <blt::i64 batch_size = batch_size / 2, typename NetworkType>
batch_stats_t test_batch(NetworkType& network, image_t::data_iterator begin, const image_t::data_iterator end, image_t::label_iterator lbegin) batch_stats_t test_batch(NetworkType& network, image_t::data_iterator begin, const image_t::data_iterator end, image_t::label_iterator lbegin)
{ {
batch_stats_t stats{}; batch_stats_t stats{};
@ -421,7 +423,7 @@ namespace fp
dlib::dnn_trainer trainer(network); dlib::dnn_trainer trainer(network);
trainer.set_learning_rate(0.01); trainer.set_learning_rate(0.01);
trainer.set_min_learning_rate(0.00001); trainer.set_min_learning_rate(0.00001);
trainer.set_mini_batch_size(128); trainer.set_mini_batch_size(batch_size);
trainer.be_verbose(); trainer.be_verbose();
trainer.set_synchronization_file("mnist_sync_" + ident, std::chrono::seconds(20)); trainer.set_synchronization_file("mnist_sync_" + ident, std::chrono::seconds(20));