#pragma once #include #include #include #include #include #include #define ADDITIONAL_FUNC_PARAMS {{ additional_func_params }} #define ADDITIONAL_PARAMS_SETTER {{ additional_params_setter }} #define DISPATCH_context(DTypeQ, DTypeKV, DTypeO, IdType, HEAD_DIM_QK, HEAD_DIM_VO, POS_ENCODING_MODE, USE_SLIDING_WINDOW, USE_LOGITS_SOFT_CAP, AttentionVariant, Params, ...) \ DISPATCH_POS_ENCODING_MODE(pos_encoding_mode, POS_ENCODING_MODE, { \ using AttentionVariant = {{ variant_name }}; \ __VA_ARGS__(); \ }) using namespace flashinfer; using DTypeQ = {{ dtype_q }}; using DTypeKV = {{ dtype_kv }}; using DTypeO = {{ dtype_o }}; using IdType = {{ idtype }}; constexpr int HEAD_DIM_QK = {{ head_dim_qk }}; constexpr int HEAD_DIM_VO = {{ head_dim_vo }}; constexpr auto USE_LOGITS_SOFT_CAP = {{ use_logits_soft_cap }}; constexpr auto USE_SLIDING_WINDOW = {{ use_sliding_window }}; struct Params { using DTypeQ = DTypeQ; using DTypeKV = DTypeKV; using DTypeO = DTypeO; using IdType = IdType; DTypeQ* q; paged_kv_t paged_kv; DTypeO* o; float* lse; IdType* decode_maybe_q_rope_offset; {{ additional_params_decl }} uint32_t padded_batch_size; uint32_t num_qo_heads; IdType q_stride_n; IdType q_stride_h; int32_t window_left; IdType* request_indices; IdType* kv_tile_indices; IdType* o_indptr; IdType* kv_chunk_size_ptr; bool* block_valid_mask; bool partition_kv; __host__ __device__ __forceinline__ int32_t get_qo_len(int32_t batch_idx) const { return 1; } __host__ __device__ __forceinline__ int32_t get_kv_len(int32_t batch_idx) const { return paged_kv.get_length(batch_idx); } }; {{ variant_decl }}