COMPMID-806 Add NHWC data format support format for NEON pooling
Change-Id: I7ab174c72f3d56134fcec259a137739061fd12e9
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123065
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
diff --git a/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h b/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h
index 8250342..4140ccf 100644
--- a/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h
+++ b/arm_compute/core/NEON/kernels/NEPoolingLayerKernel.h
@@ -82,112 +82,133 @@
* @param[in] window Output region on which to execute the kernel.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void pooling2_f32(const Window &window_input, const Window &window);
+ void pooling2_f32_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void pooling2_f16(const Window &window_input, const Window &window);
+ void pooling2_f16_nchw(const Window &window_input, const Window &window);
/** Function to perform 2x2 pooling for 8bit 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.
*/
template <PoolingType pooling_type>
- void pooling2_q8(const Window &window_input, const Window &window);
+ void pooling2_q8_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void pooling2_qasymm8(const Window &window_input, const Window &window);
+ void pooling2_qasymm8_nchw(const Window &window_input, const Window &window);
/** Function to perform 2x2 pooling for 16bit 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.
*/
template <PoolingType pooling_type>
- void pooling2_q16(const Window &window_input, const Window &window);
+ void pooling2_q16_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void pooling3_f32(const Window &window_input, const Window &window);
+ void pooling3_f32_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void pooling3_f16(const Window &window_input, const Window &window);
+ void pooling3_f16_nchw(const Window &window_input, const Window &window);
/** Function to perform 3x3 pooling for 8bit 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.
*/
template <PoolingType pooling_type>
- void pooling3_q8(const Window &window_input, const Window &window);
+ void pooling3_q8_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void pooling3_qasymm8(const Window &window_input, const Window &window);
+ void pooling3_qasymm8_nchw(const Window &window_input, const Window &window);
/** Function to perform 3x3 pooling for 16bit 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.
*/
template <PoolingType pooling_type>
- void pooling3_q16(const Window &window_input, const Window &window);
+ void pooling3_q16_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void pooling7_f32(const Window &window_input, const Window &window);
+ void pooling7_f32_nchw(const Window &window_input, const Window &window);
/** Function to perform MxN pooling for 8bit 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.
*/
template <PoolingType pooling_type>
- void poolingMxN_q8(const Window &window_input, const Window &window);
+ void poolingMxN_q8_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void poolingMxN_qasymm8(const Window &window_input, const Window &window);
+ void poolingMxN_qasymm8_nchw(const Window &window_input, const Window &window);
+ /** 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.
+ */
+ 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 16bit 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.
*/
template <PoolingType pooling_type>
- void poolingMxN_q16(const Window &window_input, const Window &window);
+ void poolingMxN_q16_nchw(const Window &window_input, const Window &window);
/** 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.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void poolingMxN_f16(const Window &window_input, const Window &window);
+ void poolingMxN_f16_nchw(const Window &window_input, const Window &window);
+ /** 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.
+ */
+ 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.
*
* @param[in] window_input Input region on which to execute the kernel.
* @param[in] window Output region on which to execute the kernel.
*/
template <PoolingType pooling_type, bool exclude_padding = false>
- void poolingMxN_f32(const Window &window_input, const Window &window);
+ void poolingMxN_f32_nchw(const Window &window_input, const Window &window);
+ /** 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.
+ */
+ template <PoolingType pooling_type, bool exclude_padding = false>
+ void poolingMxN_f32_nhwc(const Window &window_input, const Window &window);
/** Common signature for all the specialised Pooling functions
*
* @param[in] window_input Input region on which to execute the kernel.