#include "acc.cuh" static __global__ void acc_f32(const float * x, const float * y, float * dst, const int64_t ne, const int64_t ne10, const int64_t ne11, const int64_t ne12, const int64_t ne13, const int64_t s11, const int64_t s12, const int64_t s13, const int64_t offset) { const int64_t i = blockDim.x * blockIdx.x + threadIdx.x; if (i >= ne) { return; } int64_t src1_idx = i - offset; int64_t tmp = src1_idx; const int64_t i13 = tmp / s13; tmp -= i13 * s13; const int64_t i12 = tmp / s12; tmp -= i12 * s12; const int64_t i11 = tmp / s11; tmp -= i11 * s11; const int64_t i10 = tmp; float val = x[i]; if (src1_idx >= 0 && i10 < ne10 && i11 < ne11 && i12 < ne12 && i13 < ne13) { val += y[((i13*ne12 + i12) * ne11 + i11) * ne10 + i10]; } dst[i] = val; } static void acc_f32_cuda(const float * x, const float * y, float * dst, const int64_t n_elements, const int64_t ne10, const int64_t ne11, const int64_t ne12, const int64_t ne13, const int64_t s1, const int64_t s2, const int64_t s3, const int64_t offset, cudaStream_t stream) { const int num_blocks = (n_elements + CUDA_ACC_BLOCK_SIZE - 1) / CUDA_ACC_BLOCK_SIZE; acc_f32<<>>(x, y, dst, n_elements, ne10, ne11, ne12, ne13, s1, s2, s3, offset); } void ggml_cuda_op_acc(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { const ggml_tensor * src0 = dst->src[0]; const ggml_tensor * src1 = dst->src[1]; const float * src0_d = (const float *) src0->data; const float * src1_d = (const float *) src1->data; float * dst_d = (float *) dst->data; cudaStream_t stream = ctx.stream(); GGML_ASSERT(src0->type == GGML_TYPE_F32); GGML_ASSERT(src1->type == GGML_TYPE_F32); GGML_ASSERT( dst->type == GGML_TYPE_F32); GGML_ASSERT(ggml_is_contiguous(src1)); GGML_ASSERT(dst->nb[0] == ggml_element_size(dst)); GGML_ASSERT(ggml_is_contiguously_allocated(dst)); const int64_t s1 = dst->op_params[0] / sizeof(float); const int64_t s2 = dst->op_params[1] / sizeof(float); const int64_t s3 = dst->op_params[2] / sizeof(float); const int64_t offset = dst->op_params[3] / sizeof(float); acc_f32_cuda(src0_d, src1_d, dst_d, ggml_nelements(dst), src1->ne[0], src1->ne[1], src1->ne[2], src1->ne[3], s1, s2, s3, offset, stream); }