torch-ext/torch_binding.cpp

#include <torch/library.h>

#include "registration.h"
#include "torch_binding.h"

extern "C" void higgs_dequantize_2_256_ptr_cuda_portable(uint64_t x_ptr,
                                                         uint64_t grid_ptr,
                                                         uint64_t out_ptr,
                                                         int64_t out_dim);

extern "C" void higgs_quantize_2_256_ptr_f16_cuda_portable(
    uint64_t x_ptr, uint64_t grid_ptr, uint64_t grid_norms_ptr,
    uint64_t out_ptr, int64_t out_dim);

extern "C" void higgs_quantize_2_256_ptr_bf16_cuda_portable(
    uint64_t x_ptr, uint64_t grid_ptr, uint64_t grid_norms_ptr,
    uint64_t out_ptr, int64_t out_dim);

void higgs_dequantize_2_256(torch::Tensor x, torch::Tensor grid,
                            torch::Tensor out) {
  int64_t out_dim = x.size(0);
  higgs_dequantize_2_256_ptr_cuda_portable(
      reinterpret_cast<uint64_t>(x.data_ptr()),
      reinterpret_cast<uint64_t>(grid.data_ptr()),
      reinterpret_cast<uint64_t>(out.data_ptr()), out_dim);
}

void higgs_quantize_2_256_f16(torch::Tensor x, torch::Tensor grid,
                              torch::Tensor grid_norms, torch::Tensor out) {
  int64_t out_dim = x.size(0);
  higgs_quantize_2_256_ptr_f16_cuda_portable(
      reinterpret_cast<uint64_t>(x.data_ptr()),
      reinterpret_cast<uint64_t>(grid.data_ptr()),
      reinterpret_cast<uint64_t>(grid_norms.data_ptr()),
      reinterpret_cast<uint64_t>(out.data_ptr()), out_dim);
}

void higgs_quantize_2_256_bf16(torch::Tensor x, torch::Tensor grid,
                               torch::Tensor grid_norms, torch::Tensor out) {
  int64_t out_dim = x.size(0);
  higgs_quantize_2_256_ptr_bf16_cuda_portable(
      reinterpret_cast<uint64_t>(x.data_ptr()),
      reinterpret_cast<uint64_t>(grid.data_ptr()),
      reinterpret_cast<uint64_t>(grid_norms.data_ptr()),
      reinterpret_cast<uint64_t>(out.data_ptr()), out_dim);
}

TORCH_LIBRARY_EXPAND(TORCH_EXTENSION_NAME, ops) {
  ops.def(
      "higgs_dequantize_2_256(Tensor x, Tensor grid, Tensor! out) -> ()");
  ops.impl("higgs_dequantize_2_256", torch::kCUDA, &higgs_dequantize_2_256);

  ops.def("higgs_quantize_2_256_f16(Tensor x, Tensor grid, Tensor "
          "grid_norms, Tensor! out) -> ()");
  ops.impl("higgs_quantize_2_256_f16", torch::kCUDA,
           &higgs_quantize_2_256_f16);

  ops.def("higgs_quantize_2_256_bf16(Tensor x, Tensor grid, Tensor "
          "grid_norms, Tensor! out) -> ()");
  ops.impl("higgs_quantize_2_256_bf16", torch::kCUDA,
           &higgs_quantize_2_256_bf16);
}

REGISTER_EXTENSION(TORCH_EXTENSION_NAME)