* 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 nsa_compress_infershape.cpp
* \brief
*/
#include "register/op_impl_registry.h"
#include "platform/platform_info.h"
#include "log/log.h"
using namespace ge;
namespace ops {
constexpr size_t INPUT_INPUT_INDEX = 0;
constexpr size_t ACTSEQLEN_INPUT_INDEX = 2;
constexpr size_t COMPRESSBLOCKSIZE_ATTRS_INDEX = 1;
constexpr size_t COMPRESSSTRIDE_ATTRS_INDEX = 2;
constexpr size_t OUTPUT_INDEX = 0;
static ge::graphStatus InferShapeNsaCompress(gert::InferShapeContext *context)
{
OP_LOGI(context, "Enter NsaCompress runtime infershape impl.");
if (context == nullptr) {
return ge::GRAPH_FAILED;
}
const gert::Shape *inputShape = context->GetInputShape(INPUT_INPUT_INDEX);
OP_CHECK_NULL_WITH_CONTEXT(context, inputShape);
uint32_t headNums = inputShape->GetDim(1);
uint32_t headDims = inputShape->GetDim(2);
const gert::Shape *actSeqLenShape = context->GetInputShape(ACTSEQLEN_INPUT_INDEX);
OP_CHECK_NULL_WITH_CONTEXT(context, actSeqLenShape);
uint32_t batchSize = actSeqLenShape->GetDim(0);
const gert::Tensor *actSeqLenTensor = context->GetOptionalInputTensor(ACTSEQLEN_INPUT_INDEX);
const int64_t *actualSeqLen = actSeqLenTensor->GetData<int64_t>();
OP_CHECK_NULL_WITH_CONTEXT(context, actualSeqLen);
const gert::RuntimeAttrs *attrs = context->GetAttrs();
auto compressBlockSizePtr = attrs->GetAttrPointer<int64_t>(COMPRESSBLOCKSIZE_ATTRS_INDEX);
uint32_t compressBlockSize = *compressBlockSizePtr;
auto compressStridePtr = attrs->GetAttrPointer<int64_t>(COMPRESSSTRIDE_ATTRS_INDEX);
uint32_t compressStride = *compressStridePtr;
int64_t compressKvNum = 0;
int64_t preSeqLen = 0;
for (size_t i = 0; i < batchSize; i++) {
int64_t cur_seq_len = actualSeqLen[i] - preSeqLen;
if (cur_seq_len >= compressBlockSize) {
compressKvNum += (cur_seq_len - compressBlockSize + compressStride) / compressStride;
}
preSeqLen += cur_seq_len;
}
gert::Shape out = gert::Shape({compressKvNum, headNums, headDims});
gert::Shape *yShape = context->GetOutputShape(OUTPUT_INDEX);
*yShape = out;
return ge::GRAPH_SUCCESS;
}
static ge::graphStatus InferDataTypeNsaCompress(gert::InferDataTypeContext *context)
{
const auto inputDataType = context->GetInputDataType(INPUT_INPUT_INDEX);
context->SetOutputDataType(OUTPUT_INDEX, inputDataType);
return ge::GRAPH_SUCCESS;
}
IMPL_OP_INFERSHAPE(NsaCompress).InferShape(InferShapeNsaCompress).InferDataType(InferDataTypeNsaCompress);
}