* This program is free software, you can redistribute it and/or modify.
* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This file is a part of the CANN Open Software.
* Licensed under 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 rope_quant_kvcache_tiling.cpp
* \brief
*/
#include <vector>
#include <algorithm>
#include "register/op_def_registry.h"
#include "rope_quant_kvcache_tiling.h"
using namespace ge;
namespace {
constexpr int64_t TASK_NUM = 2;
constexpr int SIZE_SPLIT_Q = 0;
constexpr int SIZE_SPLIT_K = 1;
constexpr int SIZE_SPLIT_V = 2;
constexpr int KVCACHE_INPUT_INDEX = 5;
constexpr int KVCACHE_HEAD_DIM_INDEX = 2;
constexpr int KVCACHE_HIDDEN_DIM_INDEX = 3;
constexpr uint32_t MINIMAL_WORKSPACE = 16 * 1024 * 1024;
}
namespace optiling {
static ge::graphStatus TilingForRopeQuantKvcache(gert::TilingContext* context)
{
const gert::StorageShape* cacheShape = context->GetInputShape(KVCACHE_INPUT_INDEX);
auto attrs = context->GetAttrs();
auto attr = attrs->GetAttrPointer<gert::ContinuousVector>(0);
OP_CHECK_NULL_WITH_CONTEXT(context, attr);
const int64_t* attrData = reinterpret_cast<const int64_t*>(attr->GetData());
int64_t batch = cacheShape->GetStorageShape().GetDim(0);
int64_t cacheSeqlen = cacheShape->GetStorageShape().GetDim(1);
int64_t kvHeadNum = cacheShape->GetStorageShape().GetDim(KVCACHE_HEAD_DIM_INDEX);
int64_t hiddenSize = cacheShape->GetStorageShape().GetDim(KVCACHE_HIDDEN_DIM_INDEX);
int64_t qHeadNum = attrData[0] / hiddenSize;
int64_t coreNumUsed = batch;
RopeQuantKvcacheTilingData tiling;
tiling.set_cacheSeqlen(cacheSeqlen);
tiling.set_qHeadNum(qHeadNum);
tiling.set_kvHeadNum(kvHeadNum);
tiling.set_hiddenSize(hiddenSize);
tiling.set_qHiddenSize(attrData[SIZE_SPLIT_Q]);
tiling.set_kHiddenSize(attrData[SIZE_SPLIT_K]);
tiling.set_vHiddenSize(attrData[SIZE_SPLIT_V]);
context->SetBlockDim(coreNumUsed * TASK_NUM);
tiling.SaveToBuffer(context->GetRawTilingData()->GetData(), context->GetRawTilingData()->GetCapacity());
context->GetRawTilingData()->SetDataSize(tiling.GetDataSize());
size_t* currentWorkspace = context->GetWorkspaceSizes(1);
currentWorkspace[0] = MINIMAL_WORKSPACE;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus TilingPrepareForRopeQuantKvcache(gert::TilingParseContext* context)
{
(void)context;
return GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(RopeQuantKvcache)
.Tiling(TilingForRopeQuantKvcache)
.TilingParse<RopeQuantKvcacheCompileInfo>(TilingPrepareForRopeQuantKvcache);
}