图片缩放

关于缩放的接口调用流程,请依次参见主要接口调用流程VPC抠图/缩放

基本原理

示例代码

您可以从样例介绍中获取完整样例代码。

调用接口后,需增加异常处理的分支,并记录报错日志、提示日志,此处不一一列举。以下是关键步骤的代码示例,不可以直接拷贝编译运行,仅供参考。

//1.AscendCL初始化
//2.运行管理资源申请,包括Device、Context、Stream

//3. 创建图片缩放配置数据、指定缩放算法
//resizeConfig_是acldvppResizeConfig类型
acldvppResizeConfig *resizeConfig_ = acldvppCreateResizeConfig();
aclError ret = acldvppSetResizeConfigInterpolation(resizeConfig_, 0);

//4. 创建图片数据处理通道时的通道描述信息,dvppChannelDesc_是acldvppChannelDesc类型
dvppChannelDesc_ = acldvppCreateChannelDesc();

//5. 创建图片数据处理的通道。
ret = acldvppCreateChannel(dvppChannelDesc_);

//6. 申请输入内存(区分运行状态)
//调用aclrtGetRunMode接口获取软件栈的运行模式,如果调用aclrtGetRunMode接口获取软件栈的运行模式为ACL_HOST,则需要通过aclrtMemcpy接口将输入图片数据传输到Device,数据传输完成后,需及时释放内存;否则直接申请并使用Device的内存
aclrtRunMode runMode;
ret = aclrtGetRunMode(&runMode);
//inputPicWidth、inputPicHeight分别表示图片的对齐后宽、对齐后高,此处以YUV420SP格式的图片为例
uint32_t resizeInBufferSize = inputPicWidth * inputPicHeight * 3 / 2;
if(runMode == ACL_HOST) { 
    //申请Host内存vpcInHostBuffer
    void* vpcInHostBuffer = nullptr;
    vpcInHostBuffer = malloc(resizeInBufferSize);
    //将输入图片读入内存中,该自定义函数ReadPicFile由用户实现
    ReadPicFile(picName, vpcInHostBuffer, resizeInBufferSize);
    //申请Device内存resizeInDevBuffer_
    aclRet = acldvppMalloc(&resizeInDevBuffer_, resizeInBufferSize);
    //通过aclrtMemcpy接口将输入图片数据传输到Device
    aclRet = aclrtMemcpy(resizeInDevBuffer_, resizeInBufferSize, vpcInHostBuffer, resizeInBufferSize, ACL_MEMCPY_HOST_TO_DEVICE);
    //数据传输完成后,及时释放内存
    free(vpcInHostBuffer);
} else {
    //申请Device输入内存resizeInDevBuffer_
    ret = acldvppMalloc(&resizeInDevBuffer_, resizeInBufferSize);
    //将输入图片读入内存中,该自定义函数ReadPicFile由用户实现
    ReadPicFile(picName, resizeInDevBuffer_, resizeInBufferSize);
}

//7. 申请缩放输出内存resizeOutBufferDev_,内存大小resizeOutBufferSize_根据计算公式得出
//outputPicWidth、outputPicHeight分别表示图片的对齐后宽、对齐后高,此处以YUV420SP格式的图片为例
uint32_t resizeOutBufferSize_ = outputPicWidth * outputPicHeight * 3 / 2;
ret = acldvppMalloc(&resizeOutBufferDev_, resizeOutBufferSize_)

//8. 创建缩放输入图片的描述信息,并设置各属性值
//resizeInputDesc_是acldvppPicDesc类型
resizeInputDesc_ = acldvppCreatePicDesc();
acldvppSetPicDescData(resizeInputDesc_, resizeInDevBuffer_);
acldvppSetPicDescFormat(resizeInputDesc_, PIXEL_FORMAT_YUV_SEMIPLANAR_420);
acldvppSetPicDescWidth(resizeInputDesc_, inputWidth_);
acldvppSetPicDescHeight(resizeInputDesc_, inputHeight_);
acldvppSetPicDescWidthStride(resizeInputDesc_, inputWidthStride);
acldvppSetPicDescHeightStride(resizeInputDesc_, inputHeightStride);
acldvppSetPicDescSize(resizeInputDesc_, resizeInBufferSize);

//9. 创建缩放输出图片的描述信息,并设置各属性值
//如果缩放的输出图片作为模型推理的输入,则输出图片的宽高要与模型要求的宽高保持一致
//resizeOutputDesc_是acldvppPicDesc类型
resizeOutputDesc_ = acldvppCreatePicDesc();
acldvppSetPicDescData(resizeOutputDesc_, resizeOutBufferDev_);
acldvppSetPicDescFormat(resizeOutputDesc_, PIXEL_FORMAT_YUV_SEMIPLANAR_420); 
acldvppSetPicDescWidth(resizeOutputDesc_, resizeOutputWidth_);
acldvppSetPicDescHeight(resizeOutputDesc_, resizeOutputHeight_);
acldvppSetPicDescWidthStride(resizeOutputDesc_, resizeOutputWidthStride);
acldvppSetPicDescHeightStride(resizeOutputDesc_, resizeOutputHeightStride);
acldvppSetPicDescSize(resizeOutputDesc_, resizeOutBufferSize_);

//10. 执行异步缩放,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
ret = acldvppVpcResizeAsync(dvppChannelDesc_, resizeInputDesc_,
        resizeOutputDesc_, resizeConfig_, stream_);
ret = aclrtSynchronizeStream(stream_);

//11. 缩放结束后,释放资源,包括缩放输入/输出图片的描述信息、缩放输入/输出内存
acldvppDestroyPicDesc(resizeInputDesc_);
acldvppDestroyPicDesc(resizeOutputDesc_);

if(runMode == ACL_HOST) { 
    //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vpcOutHostBuffer
    void* vpcOutHostBuffer = nullptr;
    vpcOutHostBuffer = malloc(resizeOutBufferSize_);
    //通过aclrtMemcpy接口将Device的处理结果数据传输到Host
    aclRet = aclrtMemcpy(vpcOutHostBuffer, resizeOutBufferSize_, resizeOutBufferDev_, resizeOutBufferSize_, ACL_MEMCPY_DEVICE_TO_HOST);
    //释放掉输入输出的device内存
    (void)acldvppFree(resizeInDevBuffer_);
    (void)acldvppFree(resizeOutBufferDev_);
    //数据使用完成后,释放内存
    free(vpcOutHostBuffer);
} else { 
    //此时运行在device侧,处理结果也在Device侧,可以根据需要操作处理结果后,释放Device侧内存
    (void)acldvppFree(resizeInDevBuffer_);
    (void)acldvppFree(resizeOutBufferDev_);
}

//12. 释放运行管理资源
//13. AscendCL去初始化

//....