#include "RBMconfig.h" namespace GPUMLib { KERNEL InitBiasDeltasRBM(cudafloat * bias, cudafloat initialBias, cudafloat * lastDeltaW, cudafloat * lastDeltaB, cudafloat * lastDeltaWithoutLearningMomentumW, cudafloat * lastDeltaWithoutLearningMomentumB, cudafloat * learningRateW, cudafloat * learningRateB, cudafloat initialLearningRate, int weights, int J) { int idx = blockIdx.x * blockDim.x + threadIdx.x; if (idx < weights) { lastDeltaW[idx] = CUDA_VALUE(0.0); #ifdef USE_STEP_SIZE learningRateW[idx] = initialLearningRate; lastDeltaWithoutLearningMomentumW[idx] = CUDA_VALUE(0.0); #endif if (idx < J) { bias[idx] = initialBias; lastDeltaB[idx] = CUDA_VALUE(0.0); #ifdef USE_STEP_SIZE lastDeltaWithoutLearningMomentumB[idx] = CUDA_VALUE(0.0); learningRateB[idx] = initialLearningRate; #endif } } } KERNEL InitInputBiasDeltasRBM(cudafloat * v, cudafloat * bias, cudafloat * lastDeltaA, cudafloat * lastDeltaWithoutLearningMomentumA, cudafloat * learningRateA, cudafloat initialLearningRate, int I, int samples) { int input = blockIdx.x * blockDim.x + threadIdx.x;