使用说明
Ascend C提供一组Conv3DBackpropInput Tiling API,方便用户获取Conv3DBackpropInput Kernel计算时所需的Tiling参数。用户只需要传入Input/GradOutput/Weight的Position位置、Format格式和DType数据类型及相关参数等信息,调用API接口,即可获取Init中TConv3DBackpropInputTiling结构体中的相关参数。
Conv3DBackpropInput Tiling API提供一个GetTiling接口获取Tiling参数,获取Tiling参数的流程如下:
- 创建一个单核Tiling对象。
- 设置Input、GradOutput、Weight的参数类型信息以及Shape信息,如果存在Padding、Stride参数,通过SetPadding、SetStride接口设置。
- 调用GetTiling接口,获取Tiling信息。
使用Conv3DBackpropInput Tiling接口获取Tiling参数的样例如下:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | #include "tiling/conv_backprop/conv3d_bp_input_tiling.h" optiling::Conv3DBackpropInputTilingData tilingData; auto ascendcPlatform = platform_ascendc::PlatformAscendCManager::GetInstance(); ConvBackpropApi::Conv3DBpInputTiling conv3DBpDxTiling(*ascendcPlatform); conv3DBpDxTiling.SetWeightType(Convolution3DBackprop::TPosition::GM, Convolution3DBackprop::ConvFormat::FRACTAL_Z_3D, Convolution3DBackprop::ConvDtype::FLOAT32); conv3DBpDxTiling.SetGradOutputType(Convolution3DBackprop::TPosition::GM, Convolution3DBackprop::ConvFormat::NDC1HWC0, Convolution3DBackprop::ConvDtype::FLOAT16); conv3DBpDxTiling.SetInputType(Convolution3DBackprop::TPosition::CO1, Convolution3DBackprop::ConvFormat::NDC1HWC0, Convolution3DBackprop::ConvDtype::FLOAT16); conv3DBpDxTiling.SetInputShape(orgN, orgCi, orgDi, orgHi, orgWi); conv3DBpDxTiling.SetGradOutputShape(orgCo, orgDo, orgHo, orgWo); conv3DBpDxTiling.SetWeightShape(orgKd, orgKh, orgKw); conv3DBpDxTiling.SetPadding(padFront, padBack, padUp, padDown, padLeft, padRight); conv3DBpDxTiling.SetStride(strideD, strideH, strideW); conv3DBpDxTiling.SetDilation(dilationD, dilationH, dilationW); int ret = conv3DBpDxTiling.GetTiling(tilingData); // if ret = -1, get tiling failed |