* Copyright (c) Huawei Technologies Co., Ltd. 2022-2023. All rights reserved.
*/
#include "dynamic_voxelization_tiling.h"
#include "register/op_def_registry.h"
#include "tiling/tiling_api.h"
#include "tiling/platform/platform_ascendc.h"
namespace optiling {
static ge::graphStatus TilingForDynamicVox(gert::TilingContext* context)
{
DynamicVoxTilingData tiling;
if (context == nullptr) {
return ge::GRAPH_FAILED;
}
auto platformInfoPtr = context->GetPlatformInfo();
if (platformInfoPtr == nullptr) {
return ge::GRAPH_FAILED;
}
auto ascendPlatformInfo = platform_ascendc::PlatformAscendC(platformInfoPtr);
uint32_t coreNum = ascendPlatformInfo.GetCoreNumAic();
if (coreNum == 0) {
return ge::GRAPH_FAILED;
}
if (context->GetInputShape(0) == nullptr) {
return ge::GRAPH_FAILED;
}
auto ptsShape = context->GetInputShape(0)->GetStorageShape();
auto attrsPtr = context->GetAttrs();
if (attrsPtr == nullptr) {
return ge::GRAPH_FAILED;
}
float coorsMinX = *(attrsPtr->GetAttrPointer<float>(0));
float coorsMinY = *(attrsPtr->GetAttrPointer<float>(1));
float coorsMinZ = *(attrsPtr->GetAttrPointer<float>(2));
float voxelX = *(attrsPtr->GetAttrPointer<float>(3));
float voxelY = *(attrsPtr->GetAttrPointer<float>(4));
float voxelZ = *(attrsPtr->GetAttrPointer<float>(5));
int gridX = *(attrsPtr->GetAttrPointer<int32_t>(6));
int gridY = *(attrsPtr->GetAttrPointer<int32_t>(7));
int gridZ = *(attrsPtr->GetAttrPointer<int32_t>(8));
uint32_t ptsNum = ptsShape.GetDim(1);
uint32_t ptsFeature = ptsShape.GetDim(0);
uint32_t ptsNumInCore = ptsNum / coreNum;
uint32_t ptsNumInLastCore = ptsNum - ptsNumInCore * (coreNum - 1);
context->SetBlockDim(coreNum);
tiling.set_core_num(coreNum);
tiling.set_points_num_in_core(ptsNumInCore);
tiling.set_points_num_in_last_core(ptsNumInLastCore);
tiling.set_pts_num(ptsNum);
tiling.set_pts_feature(ptsFeature);
tiling.set_coors_min_x(coorsMinX);
tiling.set_coors_min_y(coorsMinY);
tiling.set_coors_min_z(coorsMinZ);
tiling.set_grid_x(gridX);
tiling.set_grid_y(gridY);
tiling.set_grid_z(gridZ);
tiling.set_voxel_x(voxelX);
tiling.set_voxel_y(voxelY);
tiling.set_voxel_z(voxelZ);
if (context->GetRawTilingData() == nullptr) {
return ge::GRAPH_FAILED;
}
tiling.SaveToBuffer(context->GetRawTilingData()->GetData(),
context->GetRawTilingData()->GetCapacity());
context->GetRawTilingData()->SetDataSize(tiling.GetDataSize());
return ge::GRAPH_SUCCESS;
}
}
namespace ge {
static ge::graphStatus InferShapeForDynamicVoxel(gert::InferShapeContext* context)
{
if (context->GetInputShape(0) == nullptr || context->GetInputShape(1) ==nullptr || context->GetOutputShape(0)) {
return ge::GRAPH_FAILED;
}
const gert::Shape* ptsShape = context->GetInputShape(0);
if (ptsShape == nullptr) {
return ge::GRAPH_FAILED;
}
gert::Shape* coorsShape = context->GetOutputShape(0);
if (coorsShape == nullptr) {
return ge::GRAPH_FAILED;
}
coorsShape->SetDimNum(0);
coorsShape->AppendDim(3);
coorsShape->AppendDim(ptsShape->GetDim(1));
return GRAPH_SUCCESS;
}
static ge::graphStatus InferDataTypeForDynamicVoxel(gert::InferDataTypeContext *context)
{
context->SetOutputDataType(0, ge::DT_INT32);
return GRAPH_SUCCESS;
}
}
namespace ops {
class DynamicVoxelization : public OpDef {
public:
explicit DynamicVoxelization(const char* name) : OpDef(name)
{
this->Input("points")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND})
.AutoContiguous();
this->Output("coors")
.ParamType(REQUIRED)
.DataType({ge::DT_INT32})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND});
this->Attr("coors_min_x").Float();
this->Attr("coors_min_y").Float();
this->Attr("coors_min_z").Float();
this->Attr("voxel_x").Float();
this->Attr("voxel_y").Float();
this->Attr("voxel_z").Float();
this->Attr("grid_x").Int();
this->Attr("grid_y").Int();
this->Attr("grid_z").Int();
this->SetInferShape(ge::InferShapeForDynamicVoxel)
.SetInferDataType(ge::InferDataTypeForDynamicVoxel);
this->AICore().SetTiling(optiling::TilingForDynamicVox);
this->AICore().AddConfig("ascend910b");
this->AICore().AddConfig("ascend910_93");
#if __DRIVING_HOST_AICORE__ == 310
this->AICore().AddConfig("ascend950");
#endif
}
};
OP_ADD(DynamicVoxelization);
}