#include #include #include "registration.h" #define CHECK_DEVICE(x) TORCH_CHECK(x.device().type() == torch::kCUDA, #x " must be on CUDA") #define CHECK_SHAPE(x, ...) TORCH_CHECK(x.sizes() == torch::IntArrayRef({__VA_ARGS__}), #x " must have shape (" #__VA_ARGS__ ")") void apply_rotary_cuda(torch::Tensor const &x1, torch::Tensor const &x2, torch::Tensor const &cos, torch::Tensor const &sin, torch::Tensor &out1, torch::Tensor &out2, bool const conj); void apply_rotary(torch::Tensor const &x1, torch::Tensor const &x2, torch::Tensor const &cos, torch::Tensor const &sin, torch::Tensor &out1, torch::Tensor &out2, bool const conj) { CHECK_DEVICE(x1); CHECK_DEVICE(x2); CHECK_DEVICE(cos); CHECK_DEVICE(sin); CHECK_DEVICE(out1); CHECK_DEVICE(out1); TORCH_CHECK(x1.dtype() == x2.dtype()); TORCH_CHECK(cos.dtype() == sin.dtype()); TORCH_CHECK(out1.dtype() == out2.dtype()); TORCH_CHECK(x1.dtype() == cos.dtype()); TORCH_CHECK(x1.dtype() == out1.dtype()); TORCH_CHECK(x1.sizes() == x2.sizes()); TORCH_CHECK(cos.sizes() == sin.sizes()); TORCH_CHECK(out1.sizes() == out2.sizes()); // Otherwise the kernel will be launched from cuda:0 device at::cuda::CUDAGuard device_guard{x1.device()}; apply_rotary_cuda(x1, x2, cos, sin, out1, out2, conj); } TORCH_LIBRARY_EXPAND(TORCH_EXTENSION_NAME, ops) { ops.def("apply_rotary(Tensor x1, Tensor x2, Tensor cos, Tensor sin," "Tensor! out1, Tensor! out2, bool conj) -> ()"); ops.impl("apply_rotary", torch::kCUDA, &apply_rotary); } REGISTER_EXTENSION(TORCH_EXTENSION_NAME)