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c83208419d
| Author | SHA1 | Date |
|---|---|---|
 Brett
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c83208419d | |
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Brett
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e3dd3d3005 |
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||||||
<option name="com.jetbrains.cidr.execution.CidrBuildBeforeRunTaskProvider$BuildBeforeRunTask" enabled="true" />
|
|
||||||
</method>
|
|
||||||
</configuration>
|
|
||||||
<configuration name="freetype" type="CMakeRunConfiguration" factoryName="Application" REDIRECT_INPUT="false" ELEVATE="false" USE_EXTERNAL_CONSOLE="false" EMULATE_TERMINAL="false" PASS_PARENT_ENVS_2="true" PROJECT_NAME="COSC-4P80-Assignment-3" TARGET_NAME="freetype" CONFIG_NAME="Debug">
|
|
||||||
<method v="2">
|
|
||||||
<option name="com.jetbrains.cidr.execution.CidrBuildBeforeRunTaskProvider$BuildBeforeRunTask" enabled="true" />
|
|
||||||
</method>
|
|
||||||
</configuration>
|
|
||||||
<configuration name="msdfgen-core" type="CMakeRunConfiguration" factoryName="Application" REDIRECT_INPUT="false" ELEVATE="false" USE_EXTERNAL_CONSOLE="false" EMULATE_TERMINAL="false" PASS_PARENT_ENVS_2="true" PROJECT_NAME="COSC-4P80-Assignment-3" TARGET_NAME="msdfgen-core" CONFIG_NAME="Debug">
|
|
||||||
<method v="2">
|
|
||||||
<option name="com.jetbrains.cidr.execution.CidrBuildBeforeRunTaskProvider$BuildBeforeRunTask" enabled="true" />
|
|
||||||
</method>
|
|
||||||
</configuration>
|
|
||||||
<list>
|
|
||||||
<item itemvalue="CMake Application.BLT_WITH_GRAPHICS" />
|
|
||||||
<item itemvalue="CMake Application.BLT" />
|
|
||||||
<item itemvalue="CMake Application.COSC-4P80-Assignment-3" />
|
|
||||||
<item itemvalue="CMake Application.Assign3 Tests" />
|
|
||||||
<item itemvalue="CMake Application.freetype" />
|
|
||||||
<item itemvalue="CMake Application.msdfgen-core" />
|
|
||||||
</list>
|
|
||||||
</component>
|
|
||||||
<component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
|
|
||||||
<component name="TaskManager">
|
|
||||||
<task active="true" id="Default" summary="Default task">
|
|
||||||
<changelist id="df4fb81f-8c9e-43af-9712-6ff8baeb587a" name="Changes" comment="" />
|
|
||||||
<created>1730483030448</created>
|
|
||||||
<option name="number" value="Default" />
|
|
||||||
<option name="presentableId" value="Default" />
|
|
||||||
<updated>1730483030448</updated>
|
|
||||||
<workItem from="1730483031471" duration="57000" />
|
|
||||||
<workItem from="1730483139508" duration="22719000" />
|
|
||||||
<workItem from="1730760265254" duration="6300000" />
|
|
||||||
<workItem from="1730932443628" duration="1866000" />
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|
||||||
<workItem from="1731098529771" duration="11456000" />
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|
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<workItem from="1731298352794" duration="46000" />
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|
||||||
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|
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<workItem from="1731370094158" duration="776000" />
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|
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|
||||||
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|
||||||
<workItem from="1731608714255" duration="241000" />
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|
||||||
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|
||||||
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|
||||||
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|
||||||
<workItem from="1731610215063" duration="10825000" />
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
<workItem from="1732146909633" duration="141000" />
|
|
||||||
<workItem from="1732157198289" duration="3871000" />
|
|
||||||
</task>
|
|
||||||
<servers />
|
|
||||||
</component>
|
|
||||||
<component name="TypeScriptGeneratedFilesManager">
|
|
||||||
<option name="version" value="3" />
|
|
||||||
</component>
|
|
||||||
<component name="VCPKGProject">
|
|
||||||
<isAutomaticCheckingOnLaunch value="false" />
|
|
||||||
<isAutomaticFoundErrors value="true" />
|
|
||||||
<isAutomaticReloadCMake value="true" />
|
|
||||||
</component>
|
|
||||||
<component name="Vcs.Log.Tabs.Properties">
|
|
||||||
<option name="TAB_STATES">
|
|
||||||
<map>
|
|
||||||
<entry key="MAIN">
|
|
||||||
<value>
|
|
||||||
<State />
|
|
||||||
</value>
|
|
||||||
</entry>
|
|
||||||
</map>
|
|
||||||
</option>
|
|
||||||
</component>
|
|
||||||
<component name="XSLT-Support.FileAssociations.UIState">
|
|
||||||
<expand />
|
|
||||||
<select />
|
|
||||||
</component>
|
|
||||||
</project>
|
|
||||||
|
|
@ -1,5 +1,5 @@
|
||||||
cmake_minimum_required(VERSION 3.25)
|
cmake_minimum_required(VERSION 3.25)
|
||||||
project(COSC-4P80-Assignment-3 VERSION 0.0.27)
|
project(COSC-4P80-Assignment-3 VERSION 0.0.28)
|
||||||
include(FetchContent)
|
include(FetchContent)
|
||||||
|
|
||||||
option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
|
option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
|
||||||
|
|
|
||||||
22
src/som.cpp
22
src/som.cpp
|
|
@ -47,15 +47,15 @@ namespace assign3
|
||||||
|
|
||||||
for (auto& current_data : file.data_points)
|
for (auto& current_data : file.data_points)
|
||||||
{
|
{
|
||||||
auto v0_idx = get_closest_neuron(current_data.bins);
|
const auto v0_idx = get_closest_neuron(current_data.bins);
|
||||||
auto v0 = array.get_map()[v0_idx];
|
auto& v0 = array.get_map()[v0_idx];
|
||||||
v0.update(current_data.bins, 1, eta);
|
v0.update(current_data.bins, v0.dist(current_data.bins), eta);
|
||||||
|
|
||||||
// find the closest neighbour neuron to v0
|
// find the closest neighbour neuron to v0
|
||||||
auto distance_min = find_closest_neighbour_distance(v0_idx);
|
const auto distance_min = find_closest_neighbour_distance(v0_idx);
|
||||||
// this will find the required scaling factor to make a point in the middle between v0 and its closest neighbour activate 50%
|
// this will find the required scaling factor to make a point in the middle between v0 and its closest neighbour activate 50%
|
||||||
// from the perspective of the gaussian function
|
// from the perspective of the gaussian function
|
||||||
auto scale = topology_function->scale(distance_min * 0.5f, 0.5);
|
const auto scale = topology_function->scale(distance_min * 0.5f, 0.5);
|
||||||
|
|
||||||
for (auto [i, n] : blt::enumerate(array.get_map()))
|
for (auto [i, n] : blt::enumerate(array.get_map()))
|
||||||
{
|
{
|
||||||
|
|
@ -167,7 +167,7 @@ namespace assign3
|
||||||
}
|
}
|
||||||
|
|
||||||
// we can assert the neurons are neighbours if the distance between the BMUs and the nearest neighbour are equal.
|
// we can assert the neurons are neighbours if the distance between the BMUs and the nearest neighbour are equal.
|
||||||
auto min_distances = neuron_t::distance(dist_func, array.get_map()[min1.first], array.get_map()[min2.first]);
|
const auto min_distances = neuron_t::distance(dist_func, array.get_map()[min1.first], array.get_map()[min2.first]);
|
||||||
auto neighbour_distances = find_closest_neighbour_distance(min1.first);
|
auto neighbour_distances = find_closest_neighbour_distance(min1.first);
|
||||||
|
|
||||||
if (!blt::f_equal(min_distances, neighbour_distances))
|
if (!blt::f_equal(min_distances, neighbour_distances))
|
||||||
|
|
@ -187,15 +187,15 @@ namespace assign3
|
||||||
|
|
||||||
for (auto [i, v] : blt::enumerate(array.get_map()))
|
for (auto [i, v] : blt::enumerate(array.get_map()))
|
||||||
{
|
{
|
||||||
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 sigma = std::sqrt(-(half * half) / (2 * std::log(requested_activation)));
|
||||||
// auto r = 1 / (2 * sigma * sigma);
|
// auto r = 1 / (2 * sigma * sigma);
|
||||||
//
|
//
|
||||||
auto scale = topology_function->scale(half, activation);
|
const auto scale = topology_function->scale(half, activation);
|
||||||
for (const auto& data : file.data_points)
|
for (const auto& [is_bad, bins] : file.data_points)
|
||||||
{
|
{
|
||||||
auto ds = topology_function->call(v.dist(data.bins), scale);
|
const auto ds = topology_function->call(v.dist(bins), scale);
|
||||||
if (data.is_bad)
|
if (is_bad)
|
||||||
v.activate(-ds);
|
v.activate(-ds);
|
||||||
else
|
else
|
||||||
v.activate(ds);
|
v.activate(ds);
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue