#include #include #include #include #include #include #include #include namespace torch { namespace utils { void initializeLayouts() { auto torch_module = THPObjectPtr(PyImport_ImportModule("torch")); if (!torch_module) throw python_error(); PyObject *strided_layout = THPLayout_New(at::Layout::Strided, "torch.strided"); Py_INCREF(strided_layout); if (PyModule_AddObject(torch_module, "strided", strided_layout) != 0) { throw python_error(); } // for now, let's look these up by Backend; we could create our own enum in the future. registerLayoutObject((THPLayout*)strided_layout, at::Backend::CPU); registerLayoutObject((THPLayout*)strided_layout, at::Backend::CUDA); registerLayoutObject((THPLayout*)strided_layout, at::Backend::MSNPU); registerLayoutObject((THPLayout*)strided_layout, at::Backend::XLA); registerLayoutObject((THPLayout*)strided_layout, at::Backend::QuantizedCPU); PyObject *sparse_coo_layout = THPLayout_New(at::Layout::Sparse, "torch.sparse_coo"); Py_INCREF(sparse_coo_layout); if (PyModule_AddObject(torch_module, "sparse_coo", sparse_coo_layout) != 0) { throw python_error(); } registerLayoutObject((THPLayout*)sparse_coo_layout, at::Backend::SparseCPU); registerLayoutObject((THPLayout*)sparse_coo_layout, at::Backend::SparseCUDA); PyObject *mkldnn_layout = THPLayout_New(at::Layout::Mkldnn, "torch._mkldnn"); Py_INCREF(mkldnn_layout); if (PyModule_AddObject(torch_module, "_mkldnn", mkldnn_layout) != 0) { throw python_error(); } registerLayoutObject((THPLayout*)mkldnn_layout, at::Backend::MkldnnCPU); } }} // namespace torch::utils