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- #pragma once
- #include <string>
- #include <optional>
- #include <cuda_runtime.h>
- #include "cutlass/numeric_types.h"
- #include "cutlass/half.h"
- #include "cutlass/integer_subbyte.h"
- namespace fastertransformer {
- using half = cutlass::half_t;
- using uint4b_t = cutlass::uint4b_t;
- // TODO: Support more general bias shape
- // base gemm
- void gemm_fp16_int(const half *A, const uint8_t * B, const half *weight_scales,
- half *C, int m, int n, int k, char *workspace_ptr, size_t workspace_bytes, cudaStream_t stream);
- template <typename WeightType>
- void gemm_fp16_int_bias_act(const half *A, const WeightType *B,
- const half *weight_scales, const half *bias,
- half *C, std::optional<std::string> activation, int m,
- int n, int k, int bias_stride, char *workspace_ptr,
- size_t workspace_bytes, cudaStream_t stream);
- template <typename WeightType>
- void gemm_fp16_int_bias_act_residual(
- const half *A, const WeightType *B, const half *weight_scales,
- const half *bias, const half *residual, half *C, const std::string& activation, const std::string& binary_op,
- const std::string& unary_op, int m, int n, int k, char *workspace_ptr, size_t workspace_bytes, cudaStream_t stream);
- } // namespace fastertransformer
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