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| #include <torch/extension.h>
|
| void cuda_forward(int B, int T, int C, float *w, float *u, float *k, float *v, float *y);
| void cuda_backward(int B, int T, int C, float *w, float *u, float *k, float *v, float *gy, float *gw, float *gu, float *gk, float *gv);
|
| void forward(int64_t B, int64_t T, int64_t C, torch::Tensor &w, torch::Tensor &u, torch::Tensor &k, torch::Tensor &v, torch::Tensor &y) {
| cuda_forward(B, T, C, w.data_ptr<float>(), u.data_ptr<float>(), k.data_ptr<float>(), v.data_ptr<float>(), y.data_ptr<float>());
| }
| void backward(int64_t B, int64_t T, int64_t C, torch::Tensor &w, torch::Tensor &u, torch::Tensor &k, torch::Tensor &v, torch::Tensor &gy, torch::Tensor &gw, torch::Tensor &gu, torch::Tensor &gk, torch::Tensor &gv) {
| cuda_backward(B, T, C, w.data_ptr<float>(), u.data_ptr<float>(), k.data_ptr<float>(), v.data_ptr<float>(), gy.data_ptr<float>(), gw.data_ptr<float>(), gu.data_ptr<float>(), gk.data_ptr<float>(), gv.data_ptr<float>());
| }
|
| PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {
| m.def("forward", &forward, "wkv forward");
| m.def("backward", &backward, "wkv backward");
| }
|
| TORCH_LIBRARY(wkv, m) {
| m.def("forward", forward);
| m.def("backward", backward);
| }
|
|
