#ifndef TH_GENERIC_FILE #define TH_GENERIC_FILE "generic/cpu.c" #else void spline_(basis_linear)(THTensor *basis, THLongTensor *weight_index, THTensor *pseudo, THLongTensor *kernel_size, THByteTensor *is_open_spline, int K) { int64_t *kernel_size_data = kernel_size->storage->data + kernel_size->storageOffset; uint8_t *is_open_spline_data = is_open_spline->storage->data + is_open_spline->storageOffset; int64_t D = THTensor_(size)(pseudo, 1); int64_t S = THLongTensor_size(weight_index, 1); int64_t s, d; TH_TENSOR_DIM_APPLY3(real, basis, int64_t, weight_index, real, pseudo, 1, TH_TENSOR_DIM_APPLY3_SIZE_EQ_EXCEPT_DIM, for (s = 0; s < S; s++) { real b = 1; int64_t i = 0; int64_t k = s; int64_t bla = K; for (d = 0; d < D; d++) { bla /= kernel_size_data[d]; int64_t mod = k % 2; k >>= 1; real value = *(pseudo_data + d * pseudo_stride) * (kernel_size_data[d] - is_open_spline_data[d]); int64_t bot = ((int64_t) value) % kernel_size_data[d]; int64_t top = ((int64_t) (value + 1)) % kernel_size_data[d]; value -= floor(value); b *= (1 - mod) * value + mod * (1 - value); i += ((1 - mod) * top + mod * bot) * bla; } basis_data[s * basis_stride] = b; weight_index_data[s * weight_index_stride] = i; }) } #endif