PoolingLayer functions
Functions to acceleratе PoolingLayer in Synet Framework. More...
Functions | |
SIMD_API void | SimdSynetPoolingAverage (const float *src, size_t srcC, size_t srcH, size_t srcW, size_t kernelY, size_t kernelX, size_t strideY, size_t strideX, size_t padY, size_t padX, float *dst, size_t dstH, size_t dstW, SimdBool excludePad, SimdTensorFormatType format) |
This function is used for forward propagation of PoolingLayer (AveragePooling). More... | |
SIMD_API void | SimdSynetPoolingMax32f (const float *src, size_t srcC, size_t srcH, size_t srcW, size_t kernelC, size_t kernelY, size_t kernelX, size_t strideC, size_t strideY, size_t strideX, size_t padC, size_t padY, size_t padX, float *dst, size_t dstC, size_t dstH, size_t dstW, SimdTensorFormatType format) |
This function is used for forward propagation of PoolingLayer (MaxPooling, 32-bit float). It supports 2D and 3D pooling. More... | |
SIMD_API void | SimdSynetPoolingMax8u (const uint8_t *src, size_t srcC, size_t srcH, size_t srcW, size_t kernelY, size_t kernelX, size_t strideY, size_t strideX, size_t padY, size_t padX, uint8_t *dst, size_t dstH, size_t dstW, SimdTensorFormatType format) |
This function is used for forward propagation of PoolingLayer (MaxPooling, 8-bit unsigned integer). More... | |
Detailed Description
Functions to acceleratе PoolingLayer in Synet Framework.
Function Documentation
◆ SimdSynetPoolingAverage()
void SimdSynetPoolingAverage | ( | const float * | src, |
size_t | srcC, | ||
size_t | srcH, | ||
size_t | srcW, | ||
size_t | kernelY, | ||
size_t | kernelX, | ||
size_t | strideY, | ||
size_t | strideX, | ||
size_t | padY, | ||
size_t | padX, | ||
float * | dst, | ||
size_t | dstH, | ||
size_t | dstW, | ||
SimdBool | excludePad, | ||
SimdTensorFormatType | format | ||
) |
This function is used for forward propagation of PoolingLayer (AveragePooling).
- Note
- This function is used in Synet Framework.
- Parameters
-
[in] src - a pointer to the input 32-bit float array. The size of the array must be equal to srcC*srcH*srcW. [in] srcC - a number of input and output channels. [in] srcH - an input height. [in] srcW - an input width. [in] kernelY - a height of the pooling kernel. [in] kernelX - a width of the pooling kernel. [in] strideY - a y-stride of the pooling. [in] strideX - a x-stride of the pooling. [in] padY - a pad to the top of the input image. [in] padX - a pad to the left of the input image. [out] dst - a pointer to the output 32-bit float array. The size of the array must be equal to srcC*dstH*dstW. [in] dstH - an output height. [in] dstW - an output width. [in] excludePad - a flag of exclude pad from average value calculation. [in] format - a format of (input/output) image tensor.
◆ SimdSynetPoolingMax32f()
void SimdSynetPoolingMax32f | ( | const float * | src, |
size_t | srcC, | ||
size_t | srcH, | ||
size_t | srcW, | ||
size_t | kernelC, | ||
size_t | kernelY, | ||
size_t | kernelX, | ||
size_t | strideC, | ||
size_t | strideY, | ||
size_t | strideX, | ||
size_t | padC, | ||
size_t | padY, | ||
size_t | padX, | ||
float * | dst, | ||
size_t | dstC, | ||
size_t | dstH, | ||
size_t | dstW, | ||
SimdTensorFormatType | format | ||
) |
This function is used for forward propagation of PoolingLayer (MaxPooling, 32-bit float). It supports 2D and 3D pooling.
- Note
- This function is used in Synet Framework.
- Parameters
-
[in] src - a pointer to the input 32-bit float array. The size of the array must be equal to srcC*srcH*srcW. [in] srcC - a number of input channels. [in] srcH - an input height. [in] srcW - an input width. [in] kernelC - a channel size of the pooling kernel in 3D case. In 2D case it must be equal to 1. [in] kernelY - a height of the pooling kernel. [in] kernelX - a width of the pooling kernel. [in] strideC - a �-stride of the pooling in 3D case. In 2D case it must be equal to 1. [in] strideY - a y-stride of the pooling. [in] strideX - a x-stride of the pooling. [in] padC - a channel pad to the begin of the input image. [in] padY - a pad to the top of the input image. [in] padX - a pad to the left of the input image. [out] dst - a pointer to the output 32-bit float array. The size of the array must be equal to srcC*dstH*dstW. [in] dstC - a number of output channels. [in] dstH - an output height. [in] dstW - an output width. [in] format - a format of (input/output) image tensor.
◆ SimdSynetPoolingMax8u()
void SimdSynetPoolingMax8u | ( | const uint8_t * | src, |
size_t | srcC, | ||
size_t | srcH, | ||
size_t | srcW, | ||
size_t | kernelY, | ||
size_t | kernelX, | ||
size_t | strideY, | ||
size_t | strideX, | ||
size_t | padY, | ||
size_t | padX, | ||
uint8_t * | dst, | ||
size_t | dstH, | ||
size_t | dstW, | ||
SimdTensorFormatType | format | ||
) |
This function is used for forward propagation of PoolingLayer (MaxPooling, 8-bit unsigned integer).
- Note
- This function is used in Synet Framework.
- Parameters
-
[in] src - a pointer to the input 8-bit unsigned integer array. The size of the array must be equal to srcC*srcH*srcW. [in] srcC - a number of input and output channels. [in] srcH - an input height. [in] srcW - an input width. [in] kernelY - a height of the pooling kernel. [in] kernelX - a width of the pooling kernel. [in] strideY - a y-stride of the pooling. [in] strideX - a x-stride of the pooling. [in] padY - a pad to the top of the input image. [in] padX - a pad to the left of the input image. [out] dst - a pointer to the output 8-bit unsigned integer array. The size of the array must be equal to srcC*dstH*dstW. [in] dstH - an output height. [in] dstW - an output width. [in] format - a format of (input/output) image tensor.