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//neural_networks::create_vertical_data(number_of_samples, number_of_classes, X, y); // Create Dense layer with 2 input featues and 3 output values - neural_networks::Dense_Layer dense1(2, 16); + neural_networks::Dense_Layer dense1( + 2, 8, // input/output + 1e-4f, // weight L1 + 1e-4f, // weight L2 + 0.0f, // bias L1 + 0.0f // bias L2 + ); // Create ReLU activation (to be used with Dense layer) neural_networks::Activation_ReLU activation1; @@ -49,14 +57,26 @@ int main(int argc, char const *argv[]) // 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(16, 16); + neural_networks::Dense_Layer dense2( + 8, 8, // input/output + 1e-4f, // weight L1 + 1e-4f, // weight L2 + 0.0f, // bias L1 + 0.0f // bias L2 + ); // Create Softmax activation (to be used with Dense layer) neural_networks::Activation_Softmax activation2; // 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(16, number_of_classes); + neural_networks::Dense_Layer dense3( + 8, number_of_classes, // input/output + 1e-4f, // weight L1 + 1e-4f, // weight L2 + 0.0f, // bias L1 + 0.0f // bias L2 + ); // Create a Sfotmax classifier's combined loss and activation neural_networks::Activation_Softmax_Loss_CategoricalCrossentropy loss_activation; @@ -95,8 +115,12 @@ 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 - loss = loss_activation.forward(dense2.outputs, y); - loss_activation.loss.regularization_loss(dense1); + data_loss = loss_activation.forward(dense3.outputs, y); + + // Calculate regularization penalty + regularization_loss = loss_activation.loss.regularization_loss(dense1) + loss_activation.loss.regularization_loss(dense2) + loss_activation.loss.regularization_loss(dense3); + + loss = data_loss + regularization_loss; // Calculate accuracy from output of activation2 and targets //predections = numerics::matargmax_row (loss_activation.outputs); @@ -116,13 +140,17 @@ int main(int argc, char const *argv[]) std::cout << "epoch: " << epoch; std::cout << ", acc: " << accuracy; std::cout << ", loss: " << loss; + std::cout << ", data_loss: " << data_loss; + std::cout << ", regularization_loss: " << regularization_loss; std::cout << ", lr: " << optimizer.current_learning_rate; std::cout << std::endl; } // Backward pass loss_activation.backward(loss_activation.outputs, y); - dense2.backward(loss_activation.dinputs); + dense3.backward(loss_activation.dinputs); + activation2.backward(dense3.dinputs); + dense2.backward(activation2.dinputs); activation1.backward(dense2.dinputs); dense1.backward(activation1.dinputs); @@ -131,6 +159,7 @@ int main(int argc, char const *argv[]) optimizer.pre_update_params(); optimizer.update_params(dense1); optimizer.update_params(dense2); + optimizer.update_params(dense3); optimizer.post_update_params(); } @@ -163,7 +192,12 @@ 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 - loss = loss_activation.forward(dense3.outputs, y_test); + data_loss = loss_activation.forward(dense3.outputs, y); + + // Calculate regularization penalty + regularization_loss = loss_activation.loss.regularization_loss(dense1) + loss_activation.loss.regularization_loss(dense2) + loss_activation.loss.regularization_loss(dense3); + + loss = data_loss + regularization_loss; // Calculate accuracy from output of activation2 and targets predections = numerics::argmax_rowwise(loss_activation.outputs); diff --git a/include/modules/neural_networks/layers/Dense_Layer.h b/include/modules/neural_networks/layers/Dense_Layer.h index c85fbbc..bcadd06 100644 --- a/include/modules/neural_networks/layers/Dense_Layer.h +++ b/include/modules/neural_networks/layers/Dense_Layer.h @@ -12,11 +12,11 @@ namespace neural_networks{ template struct Dense_Layer{ - T weight_regularizer_l1 = {1e-4}; - T weight_regularizer_l2 = {1e-4}; + T weight_regularizer_l1 = {0}; + T weight_regularizer_l2 = {0}; - T bias_regularizer_l1 = {1e-4}; - T bias_regularizer_l2 = {1e-4}; + T bias_regularizer_l1 = {0}; + T bias_regularizer_l2 = {0}; utils::Matrix _inputs; utils::Matrix weights; @@ -37,8 +37,17 @@ namespace neural_networks{ Dense_Layer() = default; // Constructor - Dense_Layer(const uint64_t n_inputs, const uint64_t n_neurons){ - + Dense_Layer(const uint64_t n_inputs, const uint64_t n_neurons, + const T weight_regularizer_l1=T{0}, + const T weight_regularizer_l2=T{0}, + const T bias_regularizer_l1=T{0}, + const T bias_regularizer_l2=T{0}){ + + this->weight_regularizer_l1 = weight_regularizer_l1; + this->weight_regularizer_l2 = weight_regularizer_l2; + this->bias_regularizer_l1 = bias_regularizer_l1; + this->bias_regularizer_l2 = bias_regularizer_l2; + weights.random(n_inputs, n_neurons, -1, 1); //weights = numerics::random_matrix(n_inputs, n_neurons, -1, 1); biases.resize(n_neurons, T{0}); @@ -55,8 +64,41 @@ namespace neural_networks{ // Gradients on parameters dweights = numerics::matmul(numerics::transpose(_inputs), dvalues); dbiases = numerics::sum_rowwise(dvalues); + + + // Gradients on regularization + // L1 on weights + if(weight_regularizer_l1){ + utils::Matrix dL1(weights.rows(), weights.cols(), T{1}); + for (uint64_t i = 0; i < weights.rows(); ++i){ + for (uint64_t j = 0; j < weights.cols(); ++j){ + if (weights(i,j) < 0){ + dL1(i,j) = -1; + } + } + } + dweights = numerics::add(dweights, numerics::mul(dL1, weight_regularizer_l1)); + } + // L2 on weights + if(weight_regularizer_l2){ + dweights = numerics::add(dweights, numerics::mul(numerics::mul(weights, weight_regularizer_l2),T{2})); + } + // L1 on biases + if(bias_regularizer_l1){ + utils::Vector dL1(biases.size(), T{1}); + for (uint64_t i = 0; i < dL1.size(); ++i){ + if (biases[i] < 0){ + dL1[i] = -1; + } + } + dbiases = numerics::add(dbiases, numerics::mul(dL1, bias_regularizer_l1)); + } + // L2 on biases + if (bias_regularizer_l2){ + dbiases = numerics::add(dbiases, numerics::mul(numerics::mul(biases, bias_regularizer_l2),T{2})); + } + //Gradient on values - dinputs = numerics::matmul(dvalues, numerics::transpose(weights)); }