summaryrefslogtreecommitdiff
path: root/fw/hid-dials/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h
diff options
context:
space:
mode:
Diffstat (limited to 'fw/hid-dials/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h')
-rw-r--r--fw/hid-dials/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h250
1 files changed, 0 insertions, 250 deletions
diff --git a/fw/hid-dials/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h b/fw/hid-dials/Drivers/CMSIS/NN/NN_Lib_Tests/nn_test/Ref_Implementations/ref_functions.h
deleted file mode 100644
index 5a25ffa..0000000
--- a/fw/hid-dials/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
generated by cgit (git 2.34.1) at 2024-05-17 03:36:44 +0000