diff options
Diffstat (limited to 'arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h')
| -rw-r--r-- | arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h | 147 |
1 files changed, 81 insertions, 66 deletions
diff --git a/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h b/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h index 6c4c1db289..5f45a90cef 100644 --- a/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h +++ b/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h @@ -78,101 +78,116 @@ public: private: /** Function to perform 2x2 pooling. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void pooling2_f32_nchw(const Window &window_input, const Window &window); - /** Function to perform 2x2 pooling for float16_t. + void pooling2_f32_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform MxN pooling for 32-bit floating point values. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void pooling2_f16_nchw(const Window &window_input, const Window &window); - /** Function to perform 2x2 pooling for 8bit asymmetric fixed point. + void poolingMxN_f32_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform MxN pooling for 32-bit floating point values (NHWC). * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void pooling2_qasymm8_nchw(const Window &window_input, const Window &window); - /** Function to perform 3x3 pooling. + void poolingMxN_f32_nhwc(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform 7x7 pooling. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void pooling3_f32_nchw(const Window &window_input, const Window &window); + void pooling7_f32_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); /** Function to perform 3x3 pooling. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void pooling3_f16_nchw(const Window &window_input, const Window &window); - /** Function to perform 3x3 pooling for 8bit quantized fixed point. + void pooling3_f32_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform 2x2 pooling for float16_t. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void pooling3_qasymm8_nchw(const Window &window_input, const Window &window); - /** Function to perform 7x7 pooling. + void pooling2_f16_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform 3x3 pooling. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void pooling7_f32_nchw(const Window &window_input, const Window &window); - /** Function to perform MxN pooling for 8-bit quantized. + void pooling3_f16_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform MxN pooling for 16-bit floating point values. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void poolingMxN_qasymm8_nchw(const Window &window_input, const Window &window); - /** Function to perform MxN pooling for 8-bit quantized. (NHWC) + void poolingMxN_f16_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform MxN pooling for 16-bit floating point values. (NHWC) * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void poolingMxN_qasymm8_nhwc(const Window &window_input, const Window &window); - /** Function to perform MxN pooling for 16-bit floating point values. + void poolingMxN_f16_nhwc(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform 2x2 pooling for 8bit asymmetric fixed point. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void poolingMxN_f16_nchw(const Window &window_input, const Window &window); - /** Function to perform MxN pooling for 16-bit floating point values. (NHWC) + void pooling2_qasymm8_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform 3x3 pooling for 8bit quantized fixed point. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void poolingMxN_f16_nhwc(const Window &window_input, const Window &window); - /** Function to perform MxN pooling for 32-bit floating point values. + void pooling3_qasymm8_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform MxN pooling for 8-bit quantized. * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void poolingMxN_f32_nchw(const Window &window_input, const Window &window); - /** Function to perform MxN pooling for 32-bit floating point values (NHWC). + void poolingMxN_qasymm8_nchw(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); + /** Function to perform MxN pooling for 8-bit quantized. (NHWC) * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - template <PoolingType pooling_type, bool exclude_padding = false> - void poolingMxN_f32_nhwc(const Window &window_input, const Window &window); + void poolingMxN_qasymm8_nhwc(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding = false); /** Common signature for all the specialised Pooling functions * - * @param[in] window_input Input region on which to execute the kernel. - * @param[in] window Output region on which to execute the kernel. + * @param[in] window_input Input region on which to execute the kernel. + * @param[in] window Output region on which to execute the kernel. + * @param[in] pooling_type Pooling operation to be computed. + * @param[in] exclude_padding Flag to specify exclusion of padding from the operation. */ - using PoolingFunction = void (NEPoolingLayerKernel::*)(const Window &window_input, const Window &window); + using PoolingFunction = void (NEPoolingLayerKernel::*)(const Window &window_input, const Window &window, PoolingType pooling_type, bool exclude_padding); private: PoolingFunction _func; |