From 88187b784bde5239c730b919d01fe85baa32ba88 Mon Sep 17 00:00:00 2001 From: laurent Date: Fri, 23 Jun 2023 19:04:13 +0100 Subject: [PATCH] Also optimize the contiguous case for the binary cuda kernels. --- kernels/src/binary_op_macros.cuh | 60 +++++++++++++++++++++++++------- 1 file changed, 48 insertions(+), 12 deletions(-) diff --git a/kernels/src/binary_op_macros.cuh b/kernels/src/binary_op_macros.cuh index 60531b4d..219ee09c 100644 --- a/kernels/src/binary_op_macros.cuh +++ b/kernels/src/binary_op_macros.cuh @@ -12,18 +12,54 @@ extern "C" __global__ void FN_NAME( \ const size_t *dims = dims_and_strides; \ const size_t *lhs_strides = dims_and_strides + 1 * num_dims; \ const size_t *rhs_strides = dims_and_strides + 2 * num_dims; \ - for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ - unsigned int tmp_i = i; \ - unsigned int lhs_i = 0; \ - unsigned int rhs_i = 0; \ - for (int d = num_dims - 1; d >= 0; d--) { \ - unsigned int i_dim = tmp_i % dims[d]; \ - lhs_i += i_dim * lhs_strides[d]; \ - rhs_i += i_dim * rhs_strides[d]; \ - tmp_i /= dims[d]; \ + bool lhs_cont = is_contiguous(num_dims, dims, lhs_strides); \ + bool rhs_cont = is_contiguous(num_dims, dims, rhs_strides); \ + if (lhs_cont && rhs_cont) { \ + for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ + TYPENAME x = lhs ? lhs[i] : out[i]; \ + TYPENAME y = rhs ? rhs[i] : out[i]; \ + out[i] = FUNC; \ + } \ + } else if (lhs_cont) { \ + for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ + unsigned int tmp_i = i; \ + unsigned int rhs_i = 0; \ + for (int d = num_dims - 1; d >= 0; d--) { \ + unsigned int i_dim = tmp_i % dims[d]; \ + rhs_i += i_dim * rhs_strides[d]; \ + tmp_i /= dims[d]; \ + } \ + TYPENAME x = lhs ? lhs[i] : out[i]; \ + TYPENAME y = rhs ? rhs[rhs_i] : out[i]; \ + out[i] = FUNC; \ + } \ + } else if (rhs_cont) { \ + for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ + unsigned int tmp_i = i; \ + unsigned int lhs_i = 0; \ + for (int d = num_dims - 1; d >= 0; d--) { \ + unsigned int i_dim = tmp_i % dims[d]; \ + lhs_i += i_dim * lhs_strides[d]; \ + tmp_i /= dims[d]; \ + } \ + TYPENAME x = lhs ? lhs[lhs_i] : out[i]; \ + TYPENAME y = rhs ? rhs[i] : out[i]; \ + out[i] = FUNC; \ + } \ + } else { \ + for (unsigned int i = blockIdx.x * blockDim.x + threadIdx.x; i < numel; i += blockDim.x * gridDim.x) { \ + unsigned int tmp_i = i; \ + unsigned int lhs_i = 0; \ + unsigned int rhs_i = 0; \ + for (int d = num_dims - 1; d >= 0; d--) { \ + unsigned int i_dim = tmp_i % dims[d]; \ + lhs_i += i_dim * lhs_strides[d]; \ + rhs_i += i_dim * rhs_strides[d]; \ + tmp_i /= dims[d]; \ + } \ + TYPENAME x = lhs ? lhs[lhs_i] : out[i]; \ + TYPENAME y = rhs ? rhs[rhs_i] : out[i]; \ + out[i] = FUNC; \ } \ - TYPENAME x = lhs ? lhs[lhs_i] : out[i]; \ - TYPENAME y = rhs ? rhs[rhs_i] : out[i]; \ - out[i] = FUNC; \ } \ } \