* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file lightning_indexer.cpp
* \brief
*/
#include "kernel_operator.h"
#include "lib/matmul_intf.h"
#include "lightning_indexer_template_tiling_key.h"
#if (__CCE_AICORE__ == 310)
#include "arch35/lightning_indexer_kernel.h"
#else
#include "arch22/lightning_indexer_kernel.h"
#endif
using namespace LIKernel;
#define INVOKE_LI_NO_KFC_OP_IMPL(templateClass, ...) \
do { \
templateClass<LIType<__VA_ARGS__>> op; \
GET_TILING_DATA_WITH_STRUCT(LITilingData, tiling_data_in, tiling); \
const LITilingData *__restrict tiling_data = &tiling_data_in; \
op.Init(query, key, weights, actualSeqLengthsQ, actualSeqLengths, blocktable, sparseIndices, sparseValues, user, \
tiling_data, &tPipe); \
op.Process(); \
} while (0)
template <int DT_Q, int DT_K, int DT_OUT, int PAGE_ATTENTION, int LAYOUT_T, int K_LAYOUT_T, int DT_W_FLAG>
__global__ __aicore__ void lightning_indexer(__gm__ uint8_t *query, __gm__ uint8_t *key, __gm__ uint8_t *weights,
__gm__ uint8_t *actualSeqLengthsQ, __gm__ uint8_t *actualSeqLengths,
__gm__ uint8_t *blocktable, __gm__ uint8_t *sparseIndices,
__gm__ uint8_t *sparseValues, __gm__ uint8_t *workspace,
__gm__ uint8_t *tiling)
{
TPipe tPipe;
__gm__ uint8_t *user = GetUserWorkspace(workspace);
KERNEL_TASK_TYPE_DEFAULT(KERNEL_TYPE_MIX_AIC_1_2);
#if (__CCE_AICORE__ == 310) || (defined __DAV_310R6__) || (__CCE_AICORE__ == 200)
if (ORIG_DTYPE_QUERY == DT_BF16) {
INVOKE_LI_NO_KFC_OP_IMPL(LightningIndexerKernel, bfloat16_t, bfloat16_t, int32_t,
PAGE_ATTENTION, LI_LAYOUT(LAYOUT_T), LI_LAYOUT(K_LAYOUT_T), DT_W_FLAG);
} else if (ORIG_DTYPE_QUERY == DT_FLOAT16) {
INVOKE_LI_NO_KFC_OP_IMPL(LightningIndexerKernel, half, half, int32_t,
PAGE_ATTENTION, LI_LAYOUT(LAYOUT_T), LI_LAYOUT(K_LAYOUT_T), DT_W_FLAG);
}
#else
if constexpr (DT_Q == LI_TPL_FP16 && DT_K == LI_TPL_FP16 && DT_OUT == LI_TPL_INT32) {
INVOKE_LI_NO_KFC_OP_IMPL(LightningIndexerKernel, half, half, int32_t, PAGE_ATTENTION,
LI_LAYOUT(LAYOUT_T), LI_LAYOUT(K_LAYOUT_T), DT_W_FLAG);
} else {
INVOKE_LI_NO_KFC_OP_IMPL(LightningIndexerKernel, bfloat16_t, bfloat16_t, int32_t, PAGE_ATTENTION,
LI_LAYOUT(LAYOUT_T), LI_LAYOUT(K_LAYOUT_T), DT_W_FLAG);
}
#endif
}