#pragma once #include "cutlass/bfloat16.h" struct DecodingParams { using index_t = int64_t; int b; // batch size int s_q; int q_seq_per_hk; // The number of q(s) per KV head, = h_q / h_k * s_q int d, d_v; // K/V dimension int h_q, h_k; // The number of Q/K heads int num_blocks; // Number of blocks in total int q_head_per_hk; // The number of q_head(s) per KV head, = h_q / h_k bool is_causal; float scale_softmax, scale_softmax_log2; int topk; void *__restrict__ q_ptr; void *__restrict__ k_ptr; void *__restrict__ o_ptr; void *__restrict__ softmax_lse_ptr; int *__restrict__ indices_ptr; index_t q_batch_stride; index_t k_batch_stride; index_t o_batch_stride; index_t q_row_stride; index_t k_row_stride; index_t o_row_stride; index_t q_head_stride; index_t k_head_stride; index_t o_head_stride; index_t indices_batch_stride; index_t indices_row_stride; int *__restrict__ block_table; index_t block_table_batch_stride; int page_block_size; int *__restrict__ seqlens_k_ptr; int *__restrict__ tile_scheduler_metadata_ptr; int num_sm_parts; int *__restrict__ num_splits_ptr; int total_num_splits; void *__restrict__ softmax_lseaccum_ptr; void *__restrict__ oaccum_ptr; }; static constexpr int TileSchedulerMetaDataSize = 8; // [begin_idx (inclusive), begin_block_idx (inclusive), end_idx (inclusive), end_block_idx (exclusive), begin_n_split_idx, _, _, _] struct GetDecodingMetadataParams { int *__restrict__ seqlens_k_ptr; int *__restrict__ tile_scheduler_metadata_ptr; int *__restrict__ num_splits_ptr; int batch_size; int block_size_n; int fixed_overhead_num_blocks; int num_sm_parts; int topk; }; struct SparsePrefillParams { int s_q, s_kv, h_q, h_kv, d_qk, d_v, topk; float sm_scale, sm_scale_div_log2; // Input tensors cutlass::bfloat16_t* __restrict__ q; // [s_q, h_q, d_qk] cutlass::bfloat16_t* __restrict__ kv; // [s_kv, h_kv, d_qk] int* __restrict__ indices; // [s_q, h_kv, topk] int stride_q_s_q; int stride_q_h_q; int stride_kv_s_kv; int stride_kv_h_kv; int stride_indices_s_q; int stride_indices_h_kv; // Output tensors cutlass::bfloat16_t* __restrict__ out; // [s_q, h_q, d_v] float* __restrict__ max_logits; // [s_q, h_q] float* __restrict__ lse; // [s_q, h_q] cudaStream_t stream; };