working output
parent
9c4314e4d7
commit
8921671966
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@ -0,0 +1,123 @@
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<configuration name="COSC-4P80-Assignment-1" 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-1" TARGET_NAME="COSC-4P80-Assignment-1" CONFIG_NAME="Debug" RUN_TARGET_PROJECT_NAME="COSC-4P80-Assignment-1" RUN_TARGET_NAME="COSC-4P80-Assignment-1">
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@ -1,5 +1,5 @@
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|||
cmake_minimum_required(VERSION 3.25)
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project(COSC-4P80-Assignment-1 VERSION 0.0.19)
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project(COSC-4P80-Assignment-1 VERSION 0.0.20)
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option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
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option(ENABLE_UBSAN "Enable the ub sanitizer" OFF)
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|
|
79
include/a1.h
79
include/a1.h
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@ -53,55 +53,40 @@ namespace a1
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BLT_ASSERT(g1 * g2.transpose() == blt::vec4::dot(one, two) && "MATH DOT FAILURE");
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}
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||||
template<typename input_t>
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float crosstalk(const input_t& i, const input_t& j)
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template<typename T, blt::u32 size>
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struct vec_formatter
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{
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return i * j.transpose();
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}
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public:
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explicit vec_formatter(const blt::vec<T, size>& data): data(data)
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{}
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template<typename Arr>
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||||
std::string format(const Arr& has_index_changed)
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||||
{
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using namespace blt::logging;
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||||
std::string os;
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for (auto [index, value] : blt::enumerate(data))
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||||
{
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if (value >= 0)
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||||
os += ' ';
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if (has_index_changed[index])
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os += ansi::make_color(ansi::UNDERLINE);
|
||||
os += blt::logging::to_string_stream(value);
|
||||
if (has_index_changed[index])
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||||
os += ansi::make_color(ansi::RESET_UNDERLINE);
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if (index != size - 1)
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os += ", ";
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}
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return os;
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}
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private:
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blt::vec<T, size> data;
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};
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||||
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||||
template<typename T>
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||||
blt::size_t difference(const std::vector<T>& a, const std::vector<T>& b)
|
||||
{
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||||
blt::size_t count = 0;
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||||
for (const auto& [a_val, b_val] : blt::in_pairs(a, b))
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{
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if (a_val != b_val)
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count++;
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||||
}
|
||||
return count;
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||||
}
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||||
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||||
template<typename T>
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bool equal(const std::vector<T>& a, const std::vector<T>& b)
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||||
{
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return difference(a, b) == 0;
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}
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||||
// template<typename weight_t, typename input_t, typename output_t>
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// std::pair<input_t, output_t> run_step(const weight_t& associated_weights, const input_t& input, const output_t& output)
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// {
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// output_t output_recall = input * associated_weights;
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// input_t input_recall = output_recall * associated_weights.transpose();
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//
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// return std::pair{a1::threshold(input_recall, input), a1::threshold(output_recall, output)};
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// }
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template<typename weight_t, typename T, typename G>
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void check_recall(const weight_t& weights, const std::vector<G>& inputs, const std::vector<T>& outputs)
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{
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for (const auto& [index, val] : blt::enumerate(inputs))
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{
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auto result = run_step(weights, val, outputs[index]);
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if (result.first != val)
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BLT_ERROR("Recall of input #%ld failed", index + 1);
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else
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BLT_INFO("Recall of input #%ld passed", index + 1);
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if (result.second != outputs[index])
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BLT_ERROR("Recall of output #%ld failed", index + 1);
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else
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BLT_INFO("recall of output #%ld passed", index + 1);
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}
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||||
}
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template<typename T, blt::u32 size>
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vec_formatter(const blt::vec<T, size>& data) -> vec_formatter<T, size>;
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||||
}
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||||
#endif //COSC_4P80_ASSIGNMENT_1_A1_H
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||||
|
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2
lib/blt
2
lib/blt
|
@ -1 +1 @@
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|||
Subproject commit ffeab29e5fb4a3e18e7dd8246d9fac4c24efdf42
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||||
Subproject commit 3003e424e17a5c639a8b89d5c721c94c47f3402a
|
257
src/main.cpp
257
src/main.cpp
|
@ -29,8 +29,8 @@ class ping_pong
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[[nodiscard]] ping_pong run_step() const
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{
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auto out = input * weights;
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return {weights, threshold(out * weights.transpose()), threshold(out)};
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auto out = (input * weights);
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return {weights, (out * weights.transpose()).bipolar(), out.bipolar()};
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||||
}
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[[nodiscard]] ping_pong pong() const
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@ -38,12 +38,12 @@ class ping_pong
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return run_step();
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||||
}
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||||
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input_t get_input()
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[[nodiscard]] const input_t& get_input() const
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{
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return input;
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||||
}
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output_t get_output()
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[[nodiscard]] const output_t& get_output() const
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{
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return output;
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}
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@ -57,18 +57,6 @@ class ping_pong
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{
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return a.input != b.input || a.output != b.output;
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}
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template<blt::u32 rows, blt::u32 columns>
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static a1::matrix_t<rows, columns> threshold(const a1::matrix_t<rows, columns>& y)
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{
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a1::matrix_t<rows, columns> result;
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for (blt::u32 i = 0; i < columns; i++)
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{
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for (blt::u32 j = 0; j < rows; j++)
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result[i][j] = y[i][j] >= 0 ? 1 : -1;
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}
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return result;
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}
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private:
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weight_t weights;
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|
@ -79,9 +67,33 @@ class ping_pong
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class executor
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{
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public:
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executor(weight_t weights, std::vector<input_t> inputs, std::vector<output_t> outputs):
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weights(std::move(weights)), inputs(std::move(inputs)), outputs(std::move(outputs))
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{}
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executor(const std::vector<input_t>& inputs, const std::vector<output_t>& outputs): weights(), inputs(inputs), outputs(outputs)
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{
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for (auto [in, out] : blt::in_pairs(inputs, outputs))
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weights += in.transpose() * out;
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}
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std::vector<output_t> crosstalk()
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{
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std::vector<output_t> crosstalk_data;
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crosstalk_data.resize(outputs.size());
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for (auto [i, c] : blt::enumerate(crosstalk_data))
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{
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for (auto [k, data] : blt::in_pairs(inputs, outputs).enumerate())
|
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{
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if (i == k)
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continue;
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auto [a, b] = data;
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c += (b * (a.normalize() * inputs[i].normalize().transpose()));
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}
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BLT_TRACE("Input %ld has crosstalk magnitude: %f || %f", i, c.magnitude());
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}
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return crosstalk_data;
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}
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void execute()
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{
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@ -102,91 +114,109 @@ class executor
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} while (steps.rbegin()[0] != steps.rbegin()[1]);
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}
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void print_chains()
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void print()
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{
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using namespace blt::logging;
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std::vector<std::string> input;
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input.reserve(inputs.size());
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input.resize(inputs.size());
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std::vector<std::string> output;
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output.reserve(outputs.size());
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output.resize(outputs.size());
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for (auto [index, ref_pair] : blt::in_pairs(input, output).enumerate())
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std::vector<std::string> input_lines;
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std::vector<std::string> output_lines;
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input_lines.resize(inputs.size());
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output_lines.resize(outputs.size());
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||||
BLT_ASSERT(input_lines.size() == output_lines.size());
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||||
|
||||
for (auto [i, data] : blt::in_pairs(input_lines, output_lines).enumerate())
|
||||
{
|
||||
auto& [i, o] = ref_pair;
|
||||
(((i += "[Input ") += std::to_string(index)) += "]: ") += ansi::RESET;
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||||
(((o += "[Output ") += std::to_string(index)) += "]: ") += ansi::RESET;
|
||||
auto& current_line = steps[index];
|
||||
for (auto [pos, ping] : blt::enumerate(current_line))
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||||
auto& [is, os] = data;
|
||||
|
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auto ping_ping = steps.back()[i];
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auto& input_data = inputs[i];
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auto& output_data = outputs[i];
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((((is += input_data == ping_ping.get_input() ? ansi::make_color(ansi::GREEN) : ansi::make_color(
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ansi::RED)) += "[Input ") += std::to_string(i)) += "]: ") += ansi::RESET;
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||||
((((os += output_data == ping_ping.get_output() ? ansi::make_color(ansi::GREEN) : ansi::make_color(
|
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ansi::RED)) += "[Output ") += std::to_string(i)) += "]: ") += ansi::RESET;
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||||
}
|
||||
|
||||
for (auto [step_index, step_data] : blt::enumerate(steps))
|
||||
{
|
||||
for (auto [data_index, current_data] : blt::enumerate(step_data))
|
||||
{
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||||
auto input_vec = ping.get_input().vec_from_column_row();
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||||
auto output_vec = ping.get_output().vec_from_column_row();
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||||
auto input_size = input_vec.end() - input_vec.begin();
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||||
auto output_size = output_vec.end() - output_vec.begin();
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||||
if (pos > 0)
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||||
auto current_input = current_data.get_input().vec_from_column_row();
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||||
auto current_output = current_data.get_output().vec_from_column_row();
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||||
|
||||
std::array<bool, decltype(current_input)::data_size> has_input_changed{};
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std::array<bool, decltype(current_output)::data_size> has_output_changed{};
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||||
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||||
if (step_index > 0)
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||||
{
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||||
((i += "Vec") += blt::logging::to_string_stream(input_size)) += "(";
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||||
((o += "Vec") += blt::logging::to_string_stream(output_size)) += "(";
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auto prev_input_vec = current_line[pos - 1].get_input().vec_from_column_row();
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auto prev_output_vec = current_line[pos - 1].get_output().vec_from_column_row();
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||||
for (auto [j, prev_value_t] : blt::zip(input_vec, prev_input_vec).enumerate())
|
||||
{
|
||||
auto [cur_input, prev_input] = prev_value_t;
|
||||
|
||||
if (cur_input > 0)
|
||||
i += ' ';
|
||||
|
||||
if (cur_input != prev_input)
|
||||
i += ansi::make_color(ansi::UNDERLINE);
|
||||
i += blt::logging::to_string_stream(cur_input);
|
||||
if (cur_input != prev_input)
|
||||
i += ansi::make_color(ansi::RESET_UNDERLINE);
|
||||
|
||||
if (static_cast<blt::ptrdiff_t>(j) != input_size - 1)
|
||||
i += ", ";
|
||||
}
|
||||
for (auto [j, prev_value_t] : blt::zip(output_vec, prev_output_vec).enumerate())
|
||||
{
|
||||
auto [cur_output, prev_output] = prev_value_t;
|
||||
|
||||
if (cur_output > 0)
|
||||
o += ' ';
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||||
if (cur_output != prev_output)
|
||||
o += ansi::make_color(ansi::UNDERLINE);
|
||||
o += blt::logging::to_string_stream(cur_output);
|
||||
if (cur_output != prev_output)
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||||
o += ansi::make_color(ansi::RESET_UNDERLINE);
|
||||
|
||||
if (static_cast<blt::ptrdiff_t>(j) != output_size - 1)
|
||||
o += ", ";
|
||||
}
|
||||
i += ")";
|
||||
o += ")";
|
||||
} else
|
||||
{
|
||||
i += blt::logging::to_string_stream(input_vec);
|
||||
o += blt::logging::to_string_stream(output_vec);
|
||||
auto& previous_data = steps[step_index - 1][data_index];
|
||||
auto previous_input = previous_data.get_input().vec_from_column_row();
|
||||
auto previous_output = previous_data.get_output().vec_from_column_row();
|
||||
|
||||
for (auto [vec_index, data] : blt::zip(current_input, previous_input).enumerate())
|
||||
has_input_changed[vec_index] = std::get<0>(data) != std::get<1>(data);
|
||||
for (auto [vec_index, data] : blt::zip(current_output, previous_output).enumerate())
|
||||
has_output_changed[vec_index] = std::get<0>(data) != std::get<1>(data);
|
||||
}
|
||||
|
||||
auto diff_o = (static_cast<blt::ptrdiff_t>(input_size) - static_cast<blt::ptrdiff_t>(output_size)) * 4;
|
||||
auto diff_i = (static_cast<blt::ptrdiff_t>(output_size) - static_cast<blt::ptrdiff_t>(input_size)) * 4;
|
||||
for (blt::ptrdiff_t j = 0; j < diff_i; j++)
|
||||
i += ' ';
|
||||
for (blt::ptrdiff_t j = 0; j < diff_o; j++)
|
||||
o += ' ';
|
||||
auto& is = input_lines[data_index];
|
||||
auto& os = output_lines[data_index];
|
||||
|
||||
if (pos != current_line.size() - 1)
|
||||
((is += "Vec") += blt::logging::to_string_stream(decltype(current_input)::data_size)) += "(";
|
||||
((os += "Vec") += blt::logging::to_string_stream(decltype(current_output)::data_size)) += "(";
|
||||
|
||||
is += a1::vec_formatter(current_input).format(has_input_changed);
|
||||
os += a1::vec_formatter(current_output).format(has_output_changed);
|
||||
|
||||
is += ")";
|
||||
os += ")";
|
||||
|
||||
auto diff_o = (static_cast<blt::i32>(decltype(current_input)::data_size)
|
||||
- static_cast<blt::i32>(decltype(current_output)::data_size)) * 4;
|
||||
auto diff_i = (static_cast<blt::i32>(decltype(current_output)::data_size)
|
||||
- static_cast<blt::i32>(decltype(current_input)::data_size)) * 4;
|
||||
for (blt::i32 j = 0; j < diff_i; j++)
|
||||
is += ' ';
|
||||
for (blt::i32 j = 0; j < diff_o; j++)
|
||||
os += ' ';
|
||||
|
||||
if (step_index != steps.size() - 1)
|
||||
{
|
||||
i += " => ";
|
||||
o += " => ";
|
||||
is += " => ";
|
||||
os += " => ";
|
||||
} else
|
||||
{
|
||||
is += " || ";
|
||||
os += " || ";
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
for (auto [i, o] : blt::in_pairs(input, output))
|
||||
for (auto [index, ping_ping] : blt::enumerate(steps.back()))
|
||||
{
|
||||
BLT_TRACE_STREAM << i << "\n";
|
||||
BLT_TRACE_STREAM << o << "\n";
|
||||
auto& is = input_lines[index];
|
||||
auto& os = output_lines[index];
|
||||
|
||||
auto& input_data = inputs[index];
|
||||
auto& output_data = outputs[index];
|
||||
|
||||
if (input_data != ping_ping.get_input())
|
||||
((is += ansi::make_color(ansi::RED)) += "[Failed]") += ansi::RESET;
|
||||
else
|
||||
((is += ansi::make_color(ansi::GREEN)) += "[Passed]") += ansi::RESET;
|
||||
|
||||
if (output_data != ping_ping.get_output())
|
||||
((os += ansi::make_color(ansi::RED)) += "[Failed]") += ansi::RESET;
|
||||
else
|
||||
((os += ansi::make_color(ansi::GREEN)) += "[Passed]") += ansi::RESET;
|
||||
}
|
||||
|
||||
BLT_TRACE("Changes between ping-pong steps are underlined.");
|
||||
for (auto [is, os] : blt::in_pairs(input_lines, output_lines))
|
||||
{
|
||||
BLT_TRACE_STREAM << is << "\n";
|
||||
BLT_TRACE_STREAM << os << "\n";
|
||||
}
|
||||
}
|
||||
|
||||
|
@ -219,14 +249,6 @@ output_t output_5{1, 1, 1, 1};
|
|||
output_t output_6{1, -1, -1, 1};
|
||||
output_t output_7{1, 1, 1, -1};
|
||||
|
||||
const weight_t weight_1 = input_1.transpose() * output_1;
|
||||
const weight_t weight_2 = input_2.transpose() * output_2;
|
||||
const weight_t weight_3 = input_3.transpose() * output_3;
|
||||
const weight_t weight_4 = input_4.transpose() * output_4;
|
||||
const weight_t weight_5 = input_5.transpose() * output_5;
|
||||
const weight_t weight_6 = input_6.transpose() * output_6;
|
||||
const weight_t weight_7 = input_7.transpose() * output_7;
|
||||
|
||||
auto part_a_inputs = std::vector{input_1, input_2, input_3};
|
||||
auto part_a_outputs = std::vector{output_1, output_2, output_3};
|
||||
|
||||
|
@ -236,47 +258,32 @@ auto part_c_1_outputs = std::vector{output_1, output_2, output_3, output_4};
|
|||
auto part_c_2_inputs = std::vector{input_1, input_2, input_3, input_4, input_5, input_6, input_7};
|
||||
auto part_c_2_outputs = std::vector{output_1, output_2, output_3, output_4, output_5, output_6, output_7};
|
||||
|
||||
const auto weight_total_a = weight_1 + weight_2 + weight_3;
|
||||
const auto weight_total_c = weight_total_a + weight_4;
|
||||
const auto weight_total_c_2 = weight_total_c + weight_5 + weight_6 + weight_7;
|
||||
|
||||
crosstalk_t crosstalk_values[num_values_part_a];
|
||||
|
||||
void part_a()
|
||||
{
|
||||
blt::log_box_t box(BLT_TRACE_STREAM, "Part A", 8);
|
||||
|
||||
executor cute(weight_total_a, part_a_inputs, part_a_outputs);
|
||||
executor cute(part_a_inputs, part_a_outputs);
|
||||
cute.execute();
|
||||
cute.print_chains();
|
||||
cute.print();
|
||||
}
|
||||
|
||||
void part_b()
|
||||
{
|
||||
blt::log_box_t box(BLT_TRACE_STREAM, "Part B", 8);
|
||||
for (blt::u32 i = 0; i < num_values_part_a; i++)
|
||||
{
|
||||
crosstalk_values[i] = {};
|
||||
for (blt::u32 k = 0; k < num_values_part_a; k++)
|
||||
{
|
||||
if (i == k)
|
||||
continue;
|
||||
crosstalk_values[i] += (part_a_outputs[i] * a1::crosstalk(part_a_inputs[i].normalize(), part_a_inputs[k].normalize())).abs();
|
||||
}
|
||||
}
|
||||
for (const auto& crosstalk_value : crosstalk_values)
|
||||
{
|
||||
auto vec = crosstalk_value.vec_from_column_row();
|
||||
BLT_DEBUG_STREAM << vec << " Mag: " << vec.magnitude() << "\n";
|
||||
}
|
||||
executor cute(part_a_inputs, part_a_outputs);
|
||||
cute.crosstalk();
|
||||
}
|
||||
|
||||
void part_c()
|
||||
{
|
||||
blt::log_box_t box(BLT_TRACE_STREAM, "Part C", 8);
|
||||
// execute_BAM(weight_total_c, part_c_1_inputs, part_c_1_outputs);
|
||||
executor cute(part_c_1_inputs, part_c_1_outputs);
|
||||
cute.execute();
|
||||
cute.print();
|
||||
BLT_TRACE("--- { Part C with 3 extra pairs } ---");
|
||||
// execute_BAM(weight_total_c_2, part_c_2_inputs, part_c_2_outputs);
|
||||
executor cute2(part_c_2_inputs, part_c_2_outputs);
|
||||
cute2.execute();
|
||||
cute2.print();
|
||||
}
|
||||
|
||||
int main()
|
||||
|
@ -287,4 +294,8 @@ int main()
|
|||
part_a();
|
||||
part_b();
|
||||
part_c();
|
||||
|
||||
std::vector<input_t> test{input_t{1, -1, -1, -1, -1}, input_t{-1, 1, -1, -1, -1}, input_t{-1, -1, 1, -1, -1}};
|
||||
executor cute{test, part_a_outputs};
|
||||
cute.crosstalk();
|
||||
}
|
||||
|
|
Loading…
Reference in New Issue