#pragma once #include #include #include #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 void gemm_fp16_int_bias_act(const half *A, const WeightType *B, const half *weight_scales, const half *bias, half *C, std::optional activation, int m, int n, int k, int bias_stride, char *workspace_ptr, size_t workspace_bytes, cudaStream_t stream); template 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