From eb0a49591ef212df61af5f60e8809a2e0f3e78f4 Mon Sep 17 00:00:00 2001 From: Michelle Date: Thu, 21 May 2026 15:38:49 +0200 Subject: [PATCH] Dropout Layer Implemented rng::uniform and rng::binomial for single values, vectors and matrices. implemeted dropout layers and tested it. Also fixed the validation code. 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L1 - 1e-4f, // weight L2 + 2, 16, // input/output + 0.0f, // weight L1 + 5e-4f, // weight L2 0.0f, // bias L1 - 0.0f // bias L2 + 5e-4f // bias L2 ); // Create ReLU activation (to be used with Dense layer) neural_networks::Activation_ReLU activation1; + neural_networks::Dropout_Layer dropout1(0.1); // Create a second Dense layer with 16 inputs (as we take the vlaues from the last layer) // and 16 output values neural_networks::Dense_Layer dense2( - 8, 8, // input/output - 1e-4f, // weight L1 - 1e-4f, // weight L2 + 16, 16, // input/output + 0.0f, // weight L1 + 5e-4f, // weight L2 0.0f, // bias L1 - 0.0f // bias L2 + 5e-4f // bias L2 ); // Create Softmax activation (to be used with Dense layer) neural_networks::Activation_Softmax activation2; @@ -71,11 +72,11 @@ int main(int argc, char const *argv[]) // Create a second Dense layer with 3 inputs (as we take the vlaues from the last layer) // and 3 output values neural_networks::Dense_Layer dense3( - 8, number_of_classes, // input/output - 1e-4f, // weight L1 - 1e-4f, // weight L2 + 16, number_of_classes, // input/output + 0.0f, // weight L1 + 5e-4f, // weight L2 0.0f, // bias L1 - 0.0f // bias L2 + 5e-4f // bias L2 ); // Create a Sfotmax classifier's combined loss and activation @@ -85,7 +86,13 @@ int main(int argc, char const *argv[]) //neural_networks::Optimizer_SGD optimizer(1, 1e-3, 0.5); //neural_networks::Optimizer_Adagrad optimizer(1, 1e-3, 1e-6); //neural_networks::Optimizer_RMSprop optimizer(1, 1e-3, 1e-6, 0.9); - neural_networks::Optimizer_Adam optimizer(1, 1e-3, 1e-6, 0.9, 0.999); + neural_networks::Optimizer_Adam optimizer( + 0.05, // Learning-rate + 5e-5, // Learning-rate decay + 1e-6, // epsilons + 0.9, // beta 1 + 0.999 // beta 2 + ); @@ -98,10 +105,12 @@ int main(int argc, char const *argv[]) // Perform a forward pass thourgh activation function // takes the output fo the first layer here activation1.forward(dense1.outputs); + dropout1.forward(activation1.outputs); // Perform a forward pass through second Dense layer // takes output of activation function of the first layer as input - dense2.forward(activation1.outputs); + dense2.forward(dropout1.outputs); + // Perform a forward pass thourgh activation function // takes the output fo the first layer here @@ -126,7 +135,7 @@ int main(int argc, char const *argv[]) //predections = numerics::matargmax_row (loss_activation.outputs); predections = numerics::argmax_rowwise(loss_activation.outputs); - if (y.cols() < 1){ + if (y.cols() > 1){ class_targets = numerics::argmax_rowwise(y); }else{ class_targets = utils::veccast (y.get_col(0)); @@ -151,7 +160,8 @@ int main(int argc, char const *argv[]) dense3.backward(loss_activation.dinputs); activation2.backward(dense3.dinputs); dense2.backward(activation2.dinputs); - activation1.backward(dense2.dinputs); + dropout1.backward(dense2.dinputs); + activation1.backward(dropout1.dinputs); dense1.backward(activation1.dinputs); @@ -192,7 +202,7 @@ int main(int argc, char const *argv[]) // Perform a foard pass through the activation/loss function // takes the output of the second dense layer here and returns loss - data_loss = loss_activation.forward(dense3.outputs, y); + data_loss = loss_activation.forward(dense3.outputs, y_test); // Calculate regularization penalty regularization_loss = loss_activation.loss.regularization_loss(dense1) + loss_activation.loss.regularization_loss(dense2) + loss_activation.loss.regularization_loss(dense3); @@ -202,7 +212,7 @@ int main(int argc, char const *argv[]) // Calculate accuracy from output of activation2 and targets predections = numerics::argmax_rowwise(loss_activation.outputs); - if (y.cols() == 1){ + if (y.cols() > 1){ class_targets = numerics::argmax_rowwise(y_test); }else{ class_targets = utils::veccast (y_test.get_col(0)); diff --git a/include/modules/neural_networks/layers/Dropout_Layer.h b/include/modules/neural_networks/layers/Dropout_Layer.h new file mode 100644 index 0000000..7b8b67e --- /dev/null +++ b/include/modules/neural_networks/layers/Dropout_Layer.h @@ -0,0 +1,58 @@ +#pragma once + +#include "core/omp_config.h" + +#include "utils/vector.h" +#include "utils/matrix.h" +#include "random/random.h" + + +namespace neural_networks{ + + template + struct Dropout_Layer{ + + // Store rate, we invert it as for example for dropout + // of 0.1 we need a success rate of 0.9 + T rate = T{0}; + utils::Matrix binary_mask; + + utils::Matrix _inputs; + utils::Matrix outputs; + + utils::Matrix dinputs; + + + + // Default Constructor + Dropout_Layer() = default; + + // Constructor + Dropout_Layer(const T rate){ + this->rate = T{1} - rate; + + } + + void forward(const utils::Matrix& inputs){ + // Save input values + _inputs = inputs; + + // Generate binary_mask + binary_mask = rng::binomial(inputs.rows(), inputs.cols(), 1, rate); + // Scale binary_mask + binary_mask = numerics::div(binary_mask, rate); + + // Apply binary mask to output values + outputs = numerics::mul(binary_mask, inputs); + + } + + void backward(const utils::Matrix& dvalues){ + dinputs = numerics::mul(dvalues, binary_mask); + } + + }; + + + +} // end namespace neural_networks \ No newline at end of file diff --git a/include/modules/neural_networks/neural_networks.h b/include/modules/neural_networks/neural_networks.h index c3685b3..718f9eb 100644 --- a/include/modules/neural_networks/neural_networks.h +++ b/include/modules/neural_networks/neural_networks.h @@ -6,6 +6,7 @@ #include "layers/Dense_Layer.h" +#include "layers/Dropout_Layer.h" #include "activation_functions/Activation_ReLU.h" diff --git a/include/random/binomial.h b/include/random/binomial.h new file mode 100644 index 0000000..4b93184 --- /dev/null +++ b/include/random/binomial.h @@ -0,0 +1,42 @@ +#pragma once + + +#include "detail/binomial_serial.h" + +namespace rng { + + template + T binomial(const uint64_t trials, const double probability) { + return rng::detail::binomial_serial(trials, probability); + } + + template + utils::Vector binomial(const uint64_t size, const uint64_t trials, const double probability) { + return rng::detail::binomial_serial(size, trials, probability); + } + + template + utils::Matrix binomial(const uint64_t rows, const uint64_t cols, const uint64_t trials, const double probability) { + return rng::detail::binomial_serial(rows, cols, trials, probability); + } + +} + + +/* + std::cout << rng::uniform(-1.0f, 1.0f) << std::endl; + + utils::Vector random1 = rng::uniform(3, -1.0f, 1.0f); + random1.print(); + + utils::Matrix random2 = rng::uniform(3, 3, -1.0f, 1.0f); + random2.print(); + + std::cout << rng::binomial(1, 0.5) << std::endl; + + utils::Vector random3 = rng::binomial(3, 1, 0.5); + random3.print(); + + utils::Matrix random4 = rng::binomial(3, 3, 1, 0.5); + random4.print(); + */ diff --git a/include/random/detail/binomial_serial.h b/include/random/detail/binomial_serial.h new file mode 100644 index 0000000..d4775cc --- /dev/null +++ b/include/random/detail/binomial_serial.h @@ -0,0 +1,45 @@ +#pragma once + +#include "random/engine.h" + +#include +//#include + +#include "utils/matrix.h" +#include "utils/vector.h" + +namespace rng::detail { + + + template + inline T binomial_serial(const uint64_t trials, const double probability) { + std::binomial_distribution dist(trials, probability); + + return static_cast(dist(rng::engine())); + } + + template + utils::Vector binomial_serial(const uint64_t size, const uint64_t trials, const double probability){ + utils::Vector v(size); + for (uint64_t i = 0; i < size; ++i){ + v[i] = binomial_serial(trials, probability); + } + return v; + } + + template + utils::Matrix binomial_serial(const uint64_t rows, const uint64_t cols, const uint64_t trials, const double probability){ + utils::Matrix A(rows, cols); + for (uint64_t i = 0; i < rows; ++i){ + for (uint64_t j = 0; j < cols; ++j){ + A(i,j) = binomial_serial(trials, probability); + } + } + return A; + } + + + + + +} diff --git a/include/random/detail/uniform_serial.h b/include/random/detail/uniform_serial.h new file mode 100644 index 0000000..5e91618 --- /dev/null +++ b/include/random/detail/uniform_serial.h @@ -0,0 +1,57 @@ +#pragma once + +#include "random/engine.h" + +#include +//#include + +#include "utils/matrix.h" +#include "utils/vector.h" + +namespace rng::detail { + + // + // Base functions int + // + template + typename std::enable_if::value, T>::type + uniform_serial(const T low, const T high) { + std::uniform_int_distribution dist(low, high); + return dist(rng::engine()); + } + + // + // Base functions float + // + template + typename std::enable_if::value, T>::type + uniform_serial(const T low, const T high) { + std::uniform_real_distribution dist(low, high); + return dist(rng::engine()); + } + + template + utils::Vector uniform_serial(const uint64_t size, const T low, const T high){ + utils::Vector v(size); + for (uint64_t i = 0; i < size; ++i){ + v[i] = uniform_serial(low, high); + } + return v; + } + + template + utils::Matrix uniform_serial(const uint64_t rows, const uint64_t cols, const T low, const T high){ + utils::Matrix A(rows, cols); + for (uint64_t i = 0; i < rows; ++i){ + for (uint64_t j = 0; j < cols; ++j){ + A(i,j) = uniform_serial(low, high); + } + } + return A; + } + + + + + +} diff --git a/include/random/engine.h b/include/random/engine.h new file mode 100644 index 0000000..653120e --- /dev/null +++ b/include/random/engine.h @@ -0,0 +1,20 @@ +#pragma once + +#include +#include + +namespace rng { + + using seed_type = std::uint64_t; + using engine_type = std::mt19937_64; + + inline engine_type& engine() { + static thread_local engine_type eng{std::random_device{}()}; + return eng; + } + + inline void seed(seed_type value) { + engine().seed(value); + } + +} \ No newline at end of file diff --git a/include/random/random.h b/include/random/random.h new file mode 100644 index 0000000..b84333e --- /dev/null +++ b/include/random/random.h @@ -0,0 +1,11 @@ +// "./utils/utils.h" +#pragma once + + + +#include "random/engine.h" + +#include "uniform.h" +#include "binomial.h" + + diff --git a/include/random/uniform.h b/include/random/uniform.h new file mode 100644 index 0000000..0ce96ee --- /dev/null +++ b/include/random/uniform.h @@ -0,0 +1,28 @@ +#pragma once + + +#include "detail/uniform_serial.h" + +namespace rng { + + template + T uniform(const T low, const T high) { + return rng::detail::uniform_serial(low, high); + } + + template + utils::Vector uniform(const uint64_t size, const T low, const T high) { + return rng::detail::uniform_serial(size, low, high); + } + + template + utils::Matrix uniform(const uint64_t rows, const uint64_t cols, const T low, const T high) { + return rng::detail::uniform_serial(rows, cols, low, high); + } + + + + +} + +