* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This file is a part of the CANN Open Software.
* 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.
*/
#include <register/op_def_registry.h>
#include <tiling/platform/platform_ascendc.h>
#include "catlass_basic_matmul_tiling.h"
namespace optiling {
static ge::graphStatus TilingFunc(gert::TilingContext *context)
{
CatlassBasicMatmulTilingData tiling;
const ge::DataType selfDataType = context->GetInputDesc(0)->GetDataType();
const ge::DataType mat2DataType = context->GetInputDesc(1)->GetDataType();
if (selfDataType != mat2DataType) {
std::cerr << "input datatype is different, cannot be multiplied" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
const gert::StorageShape *self_shape = context->GetInputShape(0);
const gert::StorageShape *mat2_shape = context->GetInputShape(1);
const gert::StorageShape *out_shape = context->GetOutputShape(0);
size_t self_dim_num = self_shape->GetOriginShape().GetDimNum();
if (self_dim_num != 2) {
std::cerr << "self dim num is not 2" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
size_t mat2_dim_num = mat2_shape->GetOriginShape().GetDimNum();
if (mat2_dim_num != 2) {
std::cerr << "mat2 dim num is not 2" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
size_t out_dim_num = out_shape->GetOriginShape().GetDimNum();
if (out_dim_num != 2) {
std::cerr << "out dim num is not 2" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
int64_t self_m = self_shape->GetOriginShape().GetDim(0);
int64_t self_k = self_shape->GetOriginShape().GetDim(1);
int64_t mat2_k = mat2_shape->GetOriginShape().GetDim(0);
int64_t mat2_n = mat2_shape->GetOriginShape().GetDim(1);
int64_t out_m = out_shape->GetOriginShape().GetDim(0);
int64_t out_n = out_shape->GetOriginShape().GetDim(1);
if (self_m != out_m) {
std::cerr << "m is unequal" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
if (self_k != mat2_k) {
std::cerr << "k is unequal" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
if (mat2_n != out_n) {
std::cerr << "n is unequal" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
tiling.set_m(self_m);
tiling.set_n(mat2_n);
tiling.set_k(self_k);
context->SetBlockDim(platform_ascendc::PlatformAscendCManager::GetInstance()->GetCoreNumAic());
context->SetTilingKey(static_cast<uint64_t>(selfDataType));
tiling.SaveToBuffer(context->GetRawTilingData()->GetData(), context->GetRawTilingData()->GetCapacity());
context->GetRawTilingData()->SetDataSize(tiling.GetDataSize());
return ge::GRAPH_SUCCESS;
}
}
namespace ge {
static ge::graphStatus InferShape(gert::InferShapeContext *context)
{
const gert::Shape *self_shape = context->GetInputShape(0);
const gert::Shape *mat2_shape = context->GetInputShape(1);
size_t self_dim_num = self_shape->GetDimNum();
if (self_dim_num != 2) {
std::cerr << "self dim num is not 2" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
size_t mat2_dim_num = mat2_shape->GetDimNum();
if (mat2_dim_num != 2) {
std::cerr << "mat2 dim num is not 2" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
int64_t self_m = self_shape->GetDim(0);
int64_t self_k = self_shape->GetDim(1);
int64_t mat2_k = mat2_shape->GetDim(0);
int64_t mat2_n = mat2_shape->GetDim(1);
if (self_k != mat2_k) {
std::cerr << "k is unequal" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
gert::Shape *out_shape = context->GetOutputShape(0);
out_shape->SetDim(0, self_m);
out_shape->SetDim(1, mat2_n);
return GRAPH_SUCCESS;
}
static ge::graphStatus InferDataType(gert::InferDataTypeContext *context)
{
const ge::DataType selfDataType = context->GetInputDataType(0);
const ge::DataType mat2DataType = context->GetInputDataType(1);
if (selfDataType != mat2DataType) {
std::cerr << "input datatype is different, cannot be multiplied" << std::endl;
return ge::GRAPH_PARAM_INVALID;
}
context->SetOutputDataType(0, selfDataType);
return ge::GRAPH_SUCCESS;
}
}
namespace ops {
class CatlassBasicMatmul : public OpDef {
public:
explicit CatlassBasicMatmul(const char *name)
: OpDef(name)
{
this->Input("self")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_INT8})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->Input("mat2")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_INT8})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->Output("out")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_INT32})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->SetInferShape(ge::InferShape).SetInferDataType(ge::InferDataType);
this->AICore().SetTiling(optiling::TilingFunc);
this->AICore().AddConfig("ascend910b");
}
};
OP_ADD(CatlassBasicMatmul);
}