gelu.cu

/*************************************************************************
 * Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 *
 * See LICENSE for license information.
 ************************************************************************/
#include "./activation_template.h"
#include "../util/math.h"


void nvte_gelu(const NVTETensor input,
               NVTETensor output,
               cudaStream_t stream) {
  NVTE_API_CALL(nvte_gelu);
  using namespace transformer_engine;
  act_fn<fp32, Empty, gelu<fp32, fp32>>(*reinterpret_cast<const Tensor*>(input),
                                        reinterpret_cast<Tensor*>(output),
                                        stream);
}

void nvte_dgelu(const NVTETensor grad,
                const NVTETensor input,
                NVTETensor output,
                cudaStream_t stream) {
  NVTE_API_CALL(nvte_dgelu);
  using namespace transformer_engine;
  dact_fn<fp32, Empty, dgelu<fp32, fp32>>(*reinterpret_cast<const Tensor*>(grad),
                                          *reinterpret_cast<const Tensor*>(input),
                                          reinterpret_cast<Tensor*>(output),
                                          stream);
}

void nvte_geglu(const NVTETensor input,
                NVTETensor output,
                cudaStream_t stream) {
  NVTE_API_CALL(nvte_geglu);
  using namespace transformer_engine;
  gated_act_fn<fp32, Empty, gelu<fp32, fp32>>(*reinterpret_cast<const Tensor*>(input),
                                              reinterpret_cast<Tensor*>(output),
                                              stream);
}

void nvte_dgeglu(const NVTETensor grad,
                 const NVTETensor input,
                 NVTETensor output,
                 cudaStream_t stream) {
  NVTE_API_CALL(nvte_dgeglu);
  using namespace transformer_engine;
  dgated_act_fn<fp32, Empty, gelu<fp32, fp32>, dgelu<fp32, fp32>>(
    *reinterpret_cast<const Tensor*>(grad),
    *reinterpret_cast<const Tensor*>(input),
    reinterpret_cast<Tensor*>(output),
    stream);
}

void nvte_qgelu(const NVTETensor input,
  NVTETensor output,
  cudaStream_t stream) {
  NVTE_API_CALL(nvte_qgelu);
  using namespace transformer_engine;
  act_fn<fp32, Empty, qgelu<fp32, fp32>>(*reinterpret_cast<const Tensor*>(input),
                                         reinterpret_cast<Tensor*>(output),
                                         stream);
}

void nvte_dqgelu(const NVTETensor grad,
   const NVTETensor input,
   NVTETensor output,
   cudaStream_t stream) {
  NVTE_API_CALL(nvte_dqgelu);
  using namespace transformer_engine;
  dact_fn<fp32, Empty, dqgelu<fp32, fp32>>(*reinterpret_cast<const Tensor*>(grad),
                                                *reinterpret_cast<const Tensor*>(input),
                                                reinterpret_cast<Tensor*>(output),
                                                stream);
}