crop_process.cpp
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/**
* @file dvpp_process.cpp
*
* Copyright (C) 2020. Huawei Technologies Co., Ltd. All rights reserved.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
*/
#include "crop_process.h"
#include <stdio.h>
#include <vector>
#include <string>
#include <memory>
#include <stdlib.h>
#include "utils.h"
#include "acl/acl_base.h"
#include "acl/acl_rt.h"
#include "acl/acl_op.h"
#include "acl/acl_mdl.h"
#include "acl/ops/acl_dvpp.h"
#include "acl/ops/acl_cblas.h"
#include "../decoder/interface/DeviceMemory.hpp"
using namespace std;
namespace {
uint32_t AlignSize(uint32_t origSize, uint32_t alignment)
{
if (alignment == 0) {
return 0;
}
uint32_t alignmentH = alignment - 1;
return (origSize + alignmentH) / alignment * alignment;
}
}
DvppCropProcess::DvppCropProcess()
: dvppChannelDesc_(nullptr), inputBatchPicDesc_(nullptr),
outputBatchPicDesc_(nullptr), inputBatchSize_(0), outputBatchSize_(0)
{
}
DvppCropProcess::~DvppCropProcess()
{
DestroyBatchCropResource();
}
Result DvppCropProcess::InitProcess()
{
// create vpc channel description
dvppChannelDesc_ = acldvppCreateChannelDesc();
if (dvppChannelDesc_ == nullptr) {
ERROR_LOG("acldvppCreateChannelDesc failed");
return FAILED;
}
// create vpc channel
aclError aclRet = acldvppCreateChannel(dvppChannelDesc_);
if (aclRet != ACL_SUCCESS) {
ERROR_LOG("acldvppCreateChannel failed, errorCode = %d", static_cast<int32_t>(aclRet));
return FAILED;
}
// create dvpp resize config
resizeConfig_ = acldvppCreateResizeConfig();
if (resizeConfig_ == nullptr) {
ERROR_LOG("acldvppCreateResizeConfig failed");
return FAILED;
}
INFO_LOG("dvpp init resource success");
return SUCCESS;
}
Result DvppCropProcess::InitBatchCropInputDesc(DeviceMemory *devMem)
{
inputBatchPicDesc_ = acldvppCreateBatchPicDesc(inputBatchSize_);
if (inputBatchPicDesc_ == nullptr) {
ERROR_LOG("InitBatchCropInputDesc inBatchPicDesc failed");
return FAILED;
}
acldvppBatchPicDesc *inputBatchPicDesc_ = acldvppCreateBatchPicDesc(1);
acldvppPicDesc *vpcInputDesc_ = acldvppGetPicDesc(inputBatchPicDesc_, 0);
acldvppSetPicDescData(vpcInputDesc_, devMem->getMem());
acldvppSetPicDescFormat(vpcInputDesc_, PIXEL_FORMAT_YUV_SEMIPLANAR_420);
acldvppSetPicDescWidth(vpcInputDesc_, devMem->getWidth());
acldvppSetPicDescHeight(vpcInputDesc_, devMem->getHeight());
acldvppSetPicDescWidthStride(vpcInputDesc_, devMem->getWidthStride());
acldvppSetPicDescHeightStride(vpcInputDesc_, devMem->getHeightStride());
acldvppSetPicDescSize(vpcInputDesc_, devMem->getSize());
// if (inputBatchSize_ > batchInput_.size()) {
// inputBatchSize_ = batchInput_.size();
// }
// uint32_t inputWidth = devMem->getWidth();
// for (uint32_t i = 0; i < inputBatchSize_; i++) {
// vecInPtr_.push_back(inputBufferDev);
// acldvppPicDesc *vpcInputDesc = acldvppGetPicDesc(inputBatchPicDesc_, i);
// (void)acldvppSetPicDescData(vpcInputDesc, devMem->getMem());
// (void)acldvppSetPicDescFormat(vpcInputDesc, PIXEL_FORMAT_YUV_SEMIPLANAR_420);
// (void)acldvppSetPicDescWidth(vpcInputDesc, batchInput_[i].inputWidth);
// (void)acldvppSetPicDescHeight(vpcInputDesc, batchInput_[i].inputHeight);
// (void)acldvppSetPicDescWidthStride(vpcInputDesc, inputWidthStride_);
// (void)acldvppSetPicDescHeightStride(vpcInputDesc, inputHeightStride_);
// (void)acldvppSetPicDescSize(vpcInputDesc, inputBufferSize);
// INFO_LOG("set inputDesc success.");
// }
return SUCCESS;
}
Result DvppCropProcess::InitBatchCropOutputDesc(vector<video_object_info> objs)
{
const uint32_t widthAlignment = 16;
const uint32_t heightAlignment = 16;
const uint32_t sizeAlignment = 3;
const uint32_t sizeNum = 2;
outputBatchPicDesc_ = acldvppCreateBatchPicDesc(outputBatchSize_);
if (outputBatchPicDesc_ == nullptr) {
ERROR_LOG("acldvppCreatePicDesc outBatchPicDesc failed");
return FAILED;
}
acldvppPicDesc *vpcOutputDesc = nullptr;
for (uint32_t i = 0; i < outputBatchSize_; i++) {
video_object_info obj = objs[i];
int outputWidth_ = obj.right - obj.left;
int outputHeight_ = obj.bottom - obj.top;
int modelInputLeft = obj.left;
int modelInputTop = obj.top;
uint32_t outputWidthStride = AlignSize(outputWidth_, widthAlignment);
uint32_t outputHeightStride = AlignSize(outputHeight_, heightAlignment);
uint32_t outputBufferSize = outputWidthStride * outputHeightStride * sizeAlignment / sizeNum;
void *vpcBatchOutputBufferDev = nullptr;
auto ret = acldvppMalloc(&vpcBatchOutputBufferDev, outputBufferSize);
if (ret != ACL_SUCCESS) {
ERROR_LOG("acldvppMalloc failed, size = %u, errorCode = %d.",
outputBufferSize, static_cast<int32_t>(ret));
return FAILED;
}
vecOutPtr_.push_back(vpcBatchOutputBufferDev);
vpcOutputDesc = acldvppGetPicDesc(outputBatchPicDesc_, i);
(void)acldvppSetPicDescData(vpcOutputDesc, vpcBatchOutputBufferDev);
(void)acldvppSetPicDescFormat(vpcOutputDesc, PIXEL_FORMAT_YUV_SEMIPLANAR_420);
(void)acldvppSetPicDescWidth(vpcOutputDesc, outputWidth_);
(void)acldvppSetPicDescHeight(vpcOutputDesc, outputHeight_);
(void)acldvppSetPicDescWidthStride(vpcOutputDesc, outputWidthStride);
(void)acldvppSetPicDescHeightStride(vpcOutputDesc, outputHeightStride);
(void)acldvppSetPicDescSize(vpcOutputDesc, outputBufferSize);
}
return SUCCESS;
}
static Result dvpp_jpege_save(char* pcData , uint32_t dataLen, string out_file_name)
{
FILE* fd = nullptr;
fd = fopen(out_file_name.c_str(), "wb");
if (fd == nullptr) {
printf("open output file err\n");
return FAILED;
}
fwrite(pcData, dataLen, 1, fd);
fflush(fd);
fclose(fd);
return SUCCESS;
}
static void dvpp_jpeg_encode(acldvppPicDesc *encodeInputDesc_, string out_file_name){
// 2.运行管理资源申请(依次申请Device、Context、Stream)
aclrtContext context_;
aclrtStream stream_;
aclrtSetDevice(0);
aclrtCreateContext(&context_, 0);
aclrtCreateStream(&stream_);
// 3.创建图片数据处理通道时的通道描述信息,dvppChannelDesc_是acldvppChannelDesc类型
acldvppChannelDesc *dvppChannelDesc_ = acldvppCreateChannelDesc();
// 4.创建图片数据处理的通道
aclError aclRet = acldvppCreateChannel(dvppChannelDesc_);
// 7. 创建图片编码配置数据,设置编码质量
// 编码质量范围[0, 100],其中level 0编码质量与level 100差不多,而在[1, 100]内数值越小输出图片质量越差。
acldvppJpegeConfig *jpegeConfig_ = acldvppCreateJpegeConfig();
acldvppSetJpegeConfigLevel(jpegeConfig_, 100);
// 8. 申请输出内存,申请Device内存encodeOutBufferDev_,存放编码后的输出数据
uint32_t outBufferSize= 0;
int ret = acldvppJpegPredictEncSize(encodeInputDesc_, jpegeConfig_, &outBufferSize);
void *encodeOutBufferDev_ = nullptr;
ret = acldvppMalloc(&encodeOutBufferDev_, outBufferSize);
// 9. 执行异步编码,再调用aclrtSynchronizeStream接口阻塞程序运行,直到指定Stream中的所有任务都完成
aclRet = acldvppJpegEncodeAsync(dvppChannelDesc_, encodeInputDesc_, encodeOutBufferDev_,
&outBufferSize, jpegeConfig_, stream_);
aclRet = aclrtSynchronizeStream(stream_);
// 该模式下,由于处理结果在Device侧,因此需要调用内存复制接口传输结果数据后,再释放Device侧内存
// 申请Host内存outputHostBuffer
void* outputHostBuffer = malloc(outBufferSize);
// 通过aclrtMemcpy接口将Device的处理结果数据传输到Host
aclRet = aclrtMemcpy(outputHostBuffer, outBufferSize, encodeOutBufferDev_, outBufferSize, ACL_MEMCPY_DEVICE_TO_HOST);
// 释放掉输入输出的device内存
(void)acldvppFree(encodeOutBufferDev_);
// 数据使用完成后,释放内存
dvpp_jpege_save((char*)outputHostBuffer, outBufferSize, out_file_name);
free(outputHostBuffer);
acldvppDestroyChannel(dvppChannelDesc_);
(void)acldvppDestroyChannelDesc(dvppChannelDesc_);
dvppChannelDesc_ = nullptr;
// 11. 释放运行管理资源(依次释放Stream、Context、Device)
aclrtDestroyStream(stream_);
aclrtDestroyContext(context_);
aclrtResetDevice(0);
}
Result DvppCropProcess::ProcessBatchCrop(DeviceMemory *devMem, vector<video_object_info> objs)
{
inputBatchSize_ = 1;
outputBatchSize_ = objs.size();
INFO_LOG("ProcessBatchCrop start.");
const uint32_t oddNum = 1;
std::unique_ptr<acldvppRoiConfig *[]>
cropArea(new(std::nothrow) acldvppRoiConfig *[outputBatchSize_ * sizeof(acldvppRoiConfig *)]);
for (uint32_t i = 0; i < outputBatchSize_; i++) {
video_object_info obj = objs[i];
cropArea[i] = acldvppCreateRoiConfig(obj.left, obj.right, obj.top, obj.bottom);
if (cropArea[i] == nullptr) {
ERROR_LOG("acldvppCreateRoiConfig cropArea_ failed");
return FAILED;
}
}
Result ret = InitBatchCropInputDesc(devMem);
if (ret != SUCCESS) {
ERROR_LOG("InitBatchCropInputDesc failed");
return FAILED;
}
ret = InitBatchCropOutputDesc(objs);
if (ret != SUCCESS) {
ERROR_LOG("InitBatchCropOutputDesc failed");
return FAILED;
}
// calculate total number of crop image
uint32_t totalNum = 0;
std::unique_ptr<uint32_t[]> roiNums(new (std::nothrow) uint32_t[inputBatchSize_]);
if (roiNums != nullptr){
for (int i = 0; i < inputBatchSize_; i++) {
// crop number of images from one source image is outputBatchSize_ / inputBatchSize_
roiNums[i] = outputBatchSize_ / inputBatchSize_;
totalNum += roiNums[i];
}
}
// crop number of images from last source image is
// outputBatchSize_ / inputBatchSize_ + outputBatchSize_ % inputBatchSize_
if (outputBatchSize_ % inputBatchSize_ != 0) {
roiNums[inputBatchSize_ - 1] = (outputBatchSize_ - totalNum) + roiNums[inputBatchSize_ - 1];
}
aclError aclRet = acldvppSetResizeConfigInterpolation(resizeConfig_, 0);
aclRet = acldvppVpcBatchCropResizeAsync(dvppChannelDesc_, inputBatchPicDesc_,
roiNums.get(), inputBatchSize_,
outputBatchPicDesc_, cropArea.get(), resizeConfig_, stream_);
if (aclRet != ACL_SUCCESS) {
ERROR_LOG("acldvppVpcBatchCropAsync failed, errorCode = %d", static_cast<int32_t>(aclRet));
return FAILED;
}
aclRet = aclrtSynchronizeStream(stream_);
if (aclRet != ACL_SUCCESS) {
ERROR_LOG("crop aclrtSynchronizeStream failed, errorCode = %d", static_cast<int32_t>(aclRet));
return FAILED;
}
for (uint32_t i = 0; i < outputBatchSize_; i++) {
acldvppPicDesc *vpcOutputDesc = acldvppGetPicDesc(outputBatchPicDesc_, i);
string file_name = "output";
file_name = file_name + to_string(i) + ".jpg";
dvpp_jpeg_encode(vpcOutputDesc, file_name);
}
for (uint32_t i = 0; i < outputBatchSize_; i++) {
if (cropArea[i] != nullptr) {
(void)acldvppDestroyRoiConfig(cropArea[i]);
cropArea[i] = nullptr;
}
}
INFO_LOG("ProcessBatchCrop success.");
return SUCCESS;
}
void DvppCropProcess::DestroyBatchCropResource()
{
INFO_LOG("DestroyBatchCropResource start.");
if (inputBatchPicDesc_ != nullptr) {
(void)acldvppDestroyBatchPicDesc(inputBatchPicDesc_);
inputBatchPicDesc_ = nullptr;
}
for (auto ptr : vecOutPtr_) {
if (ptr != nullptr) {
(void)acldvppFree(ptr);
}
}
vecOutPtr_.clear();
if (outputBatchPicDesc_ != nullptr) {
(void)acldvppDestroyBatchPicDesc(outputBatchPicDesc_);
outputBatchPicDesc_ = nullptr;
}
if (dvppChannelDesc_ != nullptr) {
aclError aclRet = acldvppDestroyChannel(dvppChannelDesc_);
if (aclRet != ACL_SUCCESS) {
ERROR_LOG("acldvppDestroyChannel failed, errorCode = %d", static_cast<int32_t>(aclRet));
}
(void)acldvppDestroyChannelDesc(dvppChannelDesc_);
dvppChannelDesc_ = nullptr;
}
if (resizeConfig_ != nullptr) {
(void)acldvppDestroyResizeConfig(resizeConfig_);
resizeConfig_ = nullptr;
}
INFO_LOG("DestroyBatchCropResource end.");
return;
}
Result DvppCropProcess::init(int deviceId)
{
deviceId_ = deviceId;
aclError ret;
// ret = aclInit(NULL);
// if (ret != ACL_SUCCESS) {
// ERROR_LOG("acl init failed, errorCode = %d", static_cast<int32_t>(ret));
// return FAILED;
// }
// INFO_LOG("acl init success");
// set device
ret = aclrtSetDevice(deviceId_);
if (ret != ACL_SUCCESS) {
ERROR_LOG("acl set device %d failed, errorCode = %d", deviceId_, static_cast<int32_t>(ret));
return FAILED;
}
INFO_LOG("set device %d success", deviceId_);
// create context (set current)
ret = aclrtCreateContext(&context_, deviceId_);
if (ret != ACL_SUCCESS) {
ERROR_LOG("acl create context failed, deviceId = %d, errorCode = %d",
deviceId_, static_cast<int32_t>(ret));
return FAILED;
}
INFO_LOG("create context success");
// create stream
ret = aclrtCreateStream(&stream_);
if (ret != ACL_SUCCESS) {
ERROR_LOG("acl create stream failed, deviceId = %d, errorCode = %d",
deviceId_, static_cast<int32_t>(ret));
return FAILED;
}
INFO_LOG("create stream success");
InitProcess();
return SUCCESS;
}
void DvppCropProcess::DestroyResource()
{
aclError ret;
if (stream_ != nullptr) {
ret = aclrtDestroyStream(stream_);
if (ret != ACL_SUCCESS) {
ERROR_LOG("destroy stream failed, errorCode = %d", static_cast<int32_t>(ret));
}
stream_ = nullptr;
}
INFO_LOG("end to destroy stream");
if (context_ != nullptr) {
ret = aclrtDestroyContext(context_);
if (ret != ACL_SUCCESS) {
ERROR_LOG("destroy context failed, errorCode = %d", static_cast<int32_t>(ret));
}
context_ = nullptr;
}
INFO_LOG("end to destroy context");
ret = aclrtResetDevice(deviceId_);
if (ret != ACL_SUCCESS) {
ERROR_LOG("reset device %d failed, errorCode = %d", deviceId_, static_cast<int32_t>(ret));
}
INFO_LOG("end to reset device %d", deviceId_);
ret = aclFinalize();
if (ret != ACL_SUCCESS) {
ERROR_LOG("finalize acl failed, errorCode = %d", static_cast<int32_t>(ret));
}
INFO_LOG("end to finalize acl");
}