* 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 dot_tiling_arch35.cc
* \brief tiling for dot
*/
#include "dot_tiling_arch35.h"
#include <vector>
#include "../../op_kernel/arch35/dot_dag.h"
#include "../../op_kernel/arch35/dot_tiling_key.h"
#include "log/log.h"
#include "atvoss/reduce/reduce_tiling.h"
#include "register/op_def_registry.h"
namespace optiling
{
using namespace Ops::Base;
static constexpr int32_t SIZE4 = 4;
static constexpr int32_t SIZE2 = 2;
static ge::graphStatus DoTiling(gert::TilingContext* context, ReduceOpInputParam& opInput, ReduceTilingKey& key)
{
ge::graphStatus status = ge::GRAPH_FAILED;
if (ge::GetSizeByDataType(opInput.inputDtype) == SIZE4) {
status = Tiling4ReduceOp<Dot::DotDag<float, float>::OpDag>(context, opInput, key);
} else if (ge::GetSizeByDataType(opInput.inputDtype) == SIZE2) {
status = Tiling4ReduceOp<Dot::DotDag<half, float>::OpDag>(context, opInput, key);
} else if (ge::GetSizeByDataType(opInput.inputDtype) == 1) {
status = Tiling4ReduceOp<Dot::DotDagI8<int8_t, float>::OpDag>(context, opInput, key);
}
OP_CHECK_IF(
(status == ge::GRAPH_FAILED),
OP_LOGE(
context->GetNodeName(), "ReduceOp Tiling failed, dtype shoude be in (int8/uint8/half/bf16/float/int32)"),
return ge::GRAPH_FAILED);
return status;
}
static ge::graphStatus GenInput(gert::TilingContext* context, ReduceOpInputParam& opInput)
{
std::vector<int64_t> shape0;
std::vector<int64_t> shape1;
OP_CHECK_IF((ReduceOpTmpl::GetInputShape(context, 0, shape0) == ge::GRAPH_FAILED),
OP_LOGE(context->GetNodeName(), "ReduceOp get input_x shape failed"),
return ge::GRAPH_FAILED);
OP_CHECK_IF((ReduceOpTmpl::GetInputShape(context, 1, shape1) == ge::GRAPH_FAILED),
OP_LOGE(context->GetNodeName(), "ReduceOp get input_y shape failed"),
return ge::GRAPH_FAILED);
if (shape0.size() != shape1.size()) {
OP_LOGE(context, "shape0 size:%zu not equeal to shape1 size:%zu", shape0.size(), shape1.size());
return ge::GRAPH_FAILED;
}
for (size_t i = 0; i < shape0.size(); i++) {
if (shape0[i] != shape1[i]) {
OP_LOGE(context, "shape0[%zu]:%ld not equeal to shape1[%zu]:%ld", i, shape0[i], i, shape1[i]);
return ge::GRAPH_FAILED;
}
}
opInput.shape = shape0;
ge::DataType dtype0;
ge::DataType dtype1;
OP_CHECK_IF((ReduceOpTmpl::GetInputDtype(context, 0, dtype0) == ge::GRAPH_FAILED),
OP_LOGE(context->GetNodeName(), "ReduceOp get input_x dtype failed"),
return ge::GRAPH_FAILED);
OP_CHECK_IF((ReduceOpTmpl::GetInputDtype(context, 1, dtype1) == ge::GRAPH_FAILED),
OP_LOGE(context->GetNodeName(), "ReduceOp get input_y dtype failed"),
return ge::GRAPH_FAILED);
if (dtype0 != dtype1) {
OP_LOGE(context, "dtype0:%d not equeal to dtype1:%d", dtype0, dtype1);
return ge::GRAPH_FAILED;
}
opInput.inputDtype = dtype0;
opInput.axes.resize(opInput.shape.size());
for (size_t i = 0; i < opInput.shape.size(); i++) {
opInput.axes[i] = i;
}
return ge::GRAPH_SUCCESS;
}
[[maybe_unused]] static ge::graphStatus TilingForDot(gert::TilingContext* context)
{
auto compileInfo = reinterpret_cast<const DotCompileInfo*>(context->GetCompileInfo());
OP_CHECK_NULL_WITH_CONTEXT(context, compileInfo);
ReduceOpInputParam opInput;
OP_CHECK_IF((GenInput(context, opInput) == ge::GRAPH_FAILED),
OP_LOGE(context->GetNodeName(), "ReduceOp get x input param failed"),
return ge::GRAPH_FAILED);
ReduceTilingKey key;
OP_CHECK_IF((DoTiling(context, opInput, key) == ge::GRAPH_FAILED),
OP_LOGE(context->GetNodeName(), "DoTiling Failed for ReduceSum"),
return ge::GRAPH_FAILED);
uint64_t tilingKey;
GEN_REDUCE_TILING_KEY(tilingKey, key);
OP_LOGI(context->GetNodeName(), "patternID:%u, loopARCount:%u, loopInnerARCount:%u, Tiling Key is:%lu",
key.patternID, key.loopARCount, key.loopInnerARCount, tilingKey);
context->SetTilingKey(tilingKey);
return ge::GRAPH_SUCCESS;
}
[[maybe_unused]] static ge::graphStatus TilingPrepareForDot([[maybe_unused]]gert::TilingParseContext* context)
{
return ge::GRAPH_SUCCESS;
}
IMPL_OP_OPTILING(Dot).Tiling(TilingForDot).TilingParse<DotCompileInfo>(TilingPrepareForDot);
}