From 2628932a40d769d8d0180ba6fed1e7b9b2718982 Mon Sep 17 00:00:00 2001 From: jaseg Date: Sun, 3 May 2020 19:53:02 +0200 Subject: minkbd: repo restructure --- .../nn_test/Ref_Implementations/ref_functions.h | 250 --------------------- 1 file changed, 250 deletions(-) delete mode 100644 Blink/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h (limited to 'Blink/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h') diff --git a/Blink/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h b/Blink/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h deleted file mode 100644 index 5a25ffa..0000000 --- a/Blink/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h +++ /dev/null @@ -1,250 +0,0 @@ -/* - * Copyright (C) 2010-2018 Arm Limited or its affiliates. All rights reserved. - * - * SPDX-License-Identifier: Apache-2.0 - * - * Licensed under the Apache License, Version 2.0 (the License); you may - * not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an AS IS BASIS, WITHOUT - * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -#ifndef _REF_FUNCTIONS_H_ -#define _REF_FUNCTIONS_H_ - -#include "arm_math.h" -#include "arm_nnfunctions.h" -//#include "arm_nnsupportfunctions.h" -#include "fully_connected_testing_weights.h" - -#ifdef __cplusplus -extern "C" -{ -#endif - -/* - * - * Convolution reference implemenation - * - */ - - void arm_convolve_HWC_q7_ref(const q7_t * Im_in, // input image - const uint16_t dim_im_in, // input image dimention - const uint16_t ch_im_in, // number of input image channels - const q7_t * wt, // kernel weights - const uint16_t ch_im_out, // number of filters, i.e., output image channels - const uint16_t dim_kernel, // filter kernel size - const uint16_t padding, // padding sizes - const uint16_t stride, // stride - const q7_t * bias, // bias - const uint16_t bias_shift, const uint16_t out_shift, q7_t * Im_out, // output image - const uint16_t dim_im_out, // output image dimension - q15_t * bufferA, //buffer space for input - q7_t * bufferB //buffer space for output - ); - - void arm_convolve_HWC_q7_ref_nonsquare(const q7_t * Im_in, // input image - const uint16_t dim_im_in_x, // input image dimention x - const uint16_t dim_im_in_y, // input image dimention y - const uint16_t ch_im_in, // number of input image channels - const q7_t * wt, // kernel weights - const uint16_t ch_im_out, // number of filters, i.e., output image channels - const uint16_t dim_kernel_x, // filter kernel size x - const uint16_t dim_kernel_y, // filter kernel size y - const uint16_t padding_x, // padding sizes x - const uint16_t padding_y, // padding sizes y - const uint16_t stride_x, // stride x - const uint16_t stride_y, // stride y - const q7_t * bias, // bias - const uint16_t bias_shift, const uint16_t out_shift, q7_t * Im_out, // output image - const uint16_t dim_im_out_x, // output image dimension x - const uint16_t dim_im_out_y, // output image dimension y - q15_t * bufferA, //buffer space for input - q7_t * bufferB //buffer space for output - ); - - void arm_convolve_HWC_q15_ref(const q15_t * Im_in, // input image - const uint16_t dim_im_in, // input image dimention - const uint16_t ch_im_in, // number of input image channels - const q15_t * wt, // kernel weights - const uint16_t ch_im_out, // number of filters, i.e., output image channels - const uint16_t dim_kernel, // filter kernel size - const uint16_t padding, // padding sizes - const uint16_t stride, // stride - const q15_t * bias, // bias - const uint16_t bias_shift, const uint16_t out_shift, q15_t * Im_out, // output image - const uint16_t dim_im_out, // output image dimension - q15_t * bufferA, //buffer space for input - q7_t * bufferB //buffer space for output - ); - void arm_convolve_HWC_q15_nonsquare_ref(const q15_t * Im_in, - const uint16_t dim_im_in_x, - const uint16_t dim_im_in_y, - const uint16_t ch_im_in, - const q15_t * wt, - const uint16_t ch_im_out, - const uint16_t dim_kernel_x, - const uint16_t dim_kernel_y, - const uint16_t padding_x, - const uint16_t padding_y, - const uint16_t stride_x, - const uint16_t stride_y, - const q15_t * bias, - const uint16_t bias_shift, - const uint16_t out_shift, - q15_t * Im_out, - const uint16_t dim_im_out_x, - const uint16_t dim_im_out_y, - q15_t * bufferA, - q7_t * bufferB); - - void arm_depthwise_separable_conv_HWC_q7_ref(const q7_t * Im_in, // input image - const uint16_t dim_im_in, // input image dimention - const uint16_t ch_im_in, // number of input image channels - const q7_t * wt, // kernel weights - const uint16_t ch_im_out, // number of filters, i.e., output image channels - const uint16_t dim_kernel, // filter kernel size - const uint16_t padding, // padding sizes - const uint16_t stride, // stride - const q7_t * bias, // bias - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - q7_t * Im_out, // output image - const uint16_t dim_im_out, // output image dimension - q15_t * bufferA, //buffer space for input - q7_t * bufferB //buffer space for output - ); - void arm_depthwise_separable_conv_HWC_q7_ref_nonsquare(const q7_t * Im_in, // input image - const uint16_t dim_im_in_x, // input image dimention x - const uint16_t dim_im_in_y, // input image dimention y - const uint16_t ch_im_in, // number of input image channels - const q7_t * wt, // kernel weights - const uint16_t ch_im_out, // number of filters, i.e., output image channels - const uint16_t dim_kernel_x, // filter kernel size x - const uint16_t dim_kernel_y, // filter kernel size y - const uint16_t padding_x, // padding sizes x - const uint16_t padding_y, // padding sizes y - const uint16_t stride_x, // stride x - const uint16_t stride_y, // stride y - const q7_t * bias, // bias - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - q7_t * Im_out, // output image - const uint16_t dim_im_out_x, // output image dimension x - const uint16_t dim_im_out_y, // output image dimension y - q15_t * bufferA, //buffer space for input - q7_t * bufferB //buffer space for output - ); - -/* - * - * Fully-connected reference implemenation - * - */ - - void arm_fully_connected_q7_ref(const q7_t * pV, // pointer to vector - const q7_t * pM, // pointer to matrix - const uint16_t dim_vec, // length of the vector - const uint16_t num_of_rows, // numCol of A - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - const q7_t * bias, q7_t * pOut, // output operand - q15_t * vec_buffer); - - void arm_fully_connected_q15_ref(const q15_t * pV, // pointer to vector - const q15_t * pM, // pointer to matrix - const uint16_t dim_vec, // length of the vector - const uint16_t num_of_rows, // numCol of A - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - const q15_t * bias, q15_t * pOut, // output operand - q15_t * vec_buffer); - - void arm_fully_connected_mat_q7_vec_q15_ref(const q15_t * pV, // pointer to vector - const q7_t * pM, // pointer to matrix - const uint16_t dim_vec, // length of the vector - const uint16_t num_of_rows, // numCol of A - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - const q7_t * bias, q15_t * pOut, // output operand - q15_t * vec_buffer); - - void arm_fully_connected_q7_opt_ref(const q7_t * pV, // pointer to vector - const q7_t * pM, // pointer to matrix - const uint16_t dim_vec, // length of the vector - const uint16_t num_of_rows, // numCol of A - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - const q7_t * bias, q7_t * pOut, // output operand - q15_t * vec_buffer); - - void arm_fully_connected_q15_opt_ref(const q15_t * pV, // pointer to vector - const q15_t * pM, // pointer to matrix - const uint16_t dim_vec, // length of the vector - const uint16_t num_of_rows, // numCol of A - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - const q15_t * bias, q15_t * pOut, // output operand - q15_t * vec_buffer); - - void arm_fully_connected_mat_q7_vec_q15_opt_ref(const q15_t * pV, // pointer to vector - const q7_t * pM, // pointer to matrix - const uint16_t dim_vec, // length of the vector - const uint16_t num_of_rows, // numCol of A - const uint16_t bias_shift, // amount of left-shift for bias - const uint16_t out_shift, // amount of right-shift for output - const q7_t * bias, q15_t * pOut, // output operand - q15_t * vec_buffer); - -/* - * - * Pooling reference implemenation - * - */ - - void arm_avepool_q7_HWC_ref(const q7_t * Im_in, // input image - const uint16_t dim_im_in, // input image dimension - const uint16_t ch_im_in, // number of input image channels - const uint16_t dim_kernel, // window kernel size - const uint16_t padding, // padding sizes - const uint16_t stride, // stride - const uint16_t dim_im_out, // output image dimension - q7_t * bufferA, // a buffer for local storage - q7_t * Im_out); - - void arm_maxpool_q7_HWC_ref(const q7_t * Im_in, // input image - const uint16_t dim_im_in, // input image dimension - const uint16_t ch_im_in, // number of input image channels - const uint16_t dim_kernel, // window kernel size - const uint16_t padding, // padding sizes - const uint16_t stride, // stride - const uint16_t dim_im_out, // output image dimension - q7_t * bufferA, // a buffer for local storage - q7_t * Im_out); - -/* - * - * Other reference implemenation - * - */ - - void arm_relu_q7_ref(q7_t * data, uint16_t size); - - void arm_relu_q15_ref(q15_t * data, uint16_t size); - - void arm_nn_mult_q7_ref(q7_t * pSrcA, q7_t * pSrcB, q7_t * pDst, const uint16_t out_shift, uint32_t blockSize); - - void arm_nn_mult_q15_ref(q15_t * pSrcA, q15_t * pSrcB, q15_t * pDst, const uint16_t out_shift, uint32_t blockSize); - -#ifdef __cplusplus -} -#endif - -#endif -- cgit