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/cmsis-nn-3.6.0-3.5.0/DoxyGen/
Dnn.dxy.in1 # SPDX-FileCopyrightText: Copyright 2022-2023 Arm Limited and/or its affiliates <open-source-office…
3 # SPDX-License-Identifier: Apache-2.0
5 # Licensed under the Apache License, Version 2.0 (the License); you may
9 # www.apache.org/licenses/LICENSE-2.0
20 # doxygen (www.doxygen.org) for a project.
32 #---------------------------------------------------------------------------
34 #---------------------------------------------------------------------------
37 # file that follow. The default is UTF-8 which is also the encoding used for all
38 # text before the first occurrence of this tag. Doxygen uses libiconv (or the
41 # The default value is: UTF-8.
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Dgen_doc.sh3 # SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm.…
5 # SPDX-License-Identifier: Apache-2.0
7 # Licensed under the Apache License, Version 2.0 (the License); you may
11 # www.apache.org/licenses/LICENSE-2.0
19 # Version: 1.0
20 # Date: 2022-05-31
21 # This bash script generates CMSIS-Driver Documentation:
23 # Pre-requisites:
24 # - bash shell (for Windows: install git for Windows)
25 # - doxygen 1.9.2
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Dcheck_links.sh3 # SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm.…
5 # SPDX-License-Identifier: Apache-2.0
7 # Licensed under the Apache License, Version 2.0 (the License); you may
11 # www.apache.org/licenses/LICENSE-2.0
23 echo " <src> Directory with doxygen source files."
27 if [ ! -f "$1" ]; then
28 if [ -z "$1" ]; then
37 if [ ! -d "$2" ]; then
38 if [ -z "$2" ]; then
47 linkchecker -F csv --timeout 3 --check-extern $1
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/cmsis-nn-3.6.0-3.5.0/.github/workflows/
Dbuild.yaml1 # SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm.…
3 # SPDX-License-Identifier: Apache-2.0
5 # Licensed under the Apache License, Version 2.0 (the License); you may
9 # www.apache.org/licenses/LICENSE-2.0
22 - main
25 - main
31 runs-on: ubuntu-20.04
33 - uses: actions/checkout@v3
35 fetch-depth: 0
37 - name: Fetch tags
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/cmsis-nn-3.6.0-3.5.0/
DREADME.md3 performance and minimize the memory footprint of neural networks on Arm Cortex-M processors.
11 [here](https://github.com/ARM-software/CMSIS-NN/releases) .
17 …pure C implementation for an operator. This is used for processors like Arm Cortex-M0 or Cortex-M3.
20 processors here are Cortex-M4 or a Cortex-M33 configured with optional DSP extension.
23 Processors with Arm Helium Technology use the Arm M-profile Vector Extension(MVE) instructions for …
24 Examples are Cortex-M55 or Cortex-M85 configured with MVE.
28 | --------------- | ----------- | ---------- | ----------- | ------------ | ----------- | ---------…
52 the function to an appropriate Doxygen group as well.
54 ### Doxygen subsection
55 …tion prototypes must have a detailed comment header in Doxygen format. You can execute the doxygen…
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/cmsis-nn-3.6.0-3.5.0/DoxyGen/templates/
Dheader.html1 <!-- HTML header for doxygen 1.9.2-->
2 <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "https://www.w3.org/TR/xhtml1/DTD/xh…
5 <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
6 <meta http-equiv="X-UA-Compatible" content="IE=11"/>
7 <meta name="viewport" content="width=device-width, initial-scale=1"/>
8 <!--BEGIN PROJECT_NAME--><title>$projectname: $title</title><!--END PROJECT_NAME-->
9 <!--BEGIN !PROJECT_NAME--><title>$title</title><!--END !PROJECT_NAME-->
11 <!--BEGIN DISABLE_INDEX-->
12 <!--BEGIN FULL_SIDEBAR-->
14 <!--END FULL_SIDEBAR-->
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DLayout_forUser.xml1 <doxygenlayout version="1.0">
2 <!-- Generated by doxygen 1.9.2 -->
3 <!-- Navigation index tabs for HTML output -->
41 <!-- Layout definition for a class page -->
100 <!-- Layout definition for a namespace page -->
132 <!-- Layout definition for a concept page -->
140 <!-- Layout definition for a file page -->
178 <!-- Layout definition for a group page -->
229 <!-- Layout definition for a directory page -->
Dextra_stylesheet.css1 /* The standard CSS for doxygen */
3 --arm_light_blue: #00C1DE;
4 --arm_blue: #11809F;
5 --arm_blue1: #0091BD;
6 --arm_dark_blue: #002B49;
7 --arm_light_gray: #E5ECEB;
8 --arm_light_gray1: #EFF5F4;
9 --arm_light_gray2: #EBEBEB;
10 --arm_light_gray3: #F7F7F7;
11 --arm_dark_gray: #7D868C;
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/cmsis-nn-3.6.0-3.5.0/Source/NNSupportFunctions/
Darm_s8_to_s16_unordered_with_offset.c2 …* SPDX-FileCopyrightText: Copyright 2023 Arm Limited and/or its affiliates <open-source-office@arm…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
61 block_cnt--; in arm_s8_to_s16_unordered_with_offset()
69 block_cnt--; in arm_s8_to_s16_unordered_with_offset()
75 * @} end of Doxygen group
Darm_q7_to_q15_with_offset.c2 …* SPDX-FileCopyrightText: Copyright 2010-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
59 block_cnt--; in arm_q7_to_q15_with_offset()
92 block_cnt--; in arm_q7_to_q15_with_offset()
98 /* Run the below code for Cortex-M0 */ in arm_q7_to_q15_with_offset()
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Darm_nn_mat_mul_core_4x_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2022 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M processors
28 * -------------------------------------------------------------------- */
115 sum_tmp *= conv_params->input_offset; in arm_nn_mat_mul_core_4x_s8()
122 res = arm_requantize_mve(res, quant_params->multiplier[i], quant_params->shift[i]); in arm_nn_mat_mul_core_4x_s8()
123 res = vaddq_n_s32(res, conv_params->output_offset); in arm_nn_mat_mul_core_4x_s8()
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Darm_nn_depthwise_conv_nt_t_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2020, 2022 Arm Limited and/or its affiliates <open-source…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M processors with MVE extension.
28 * -------------------------------------------------------------------- */
67 num_ch_to_process -= 4, offset += 4, out += 4, i_loop_cnt++) in arm_nn_depthwise_conv_nt_t_s8()
168 * @} end of Doxygen group
Darm_nn_depthwise_conv_nt_t_s16.c2 …* SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M processors with MVE extension
28 * -------------------------------------------------------------------- */
65 num_ch_to_process -= 4, offset += 4, out += 4, i_loop_cnt++) in arm_nn_depthwise_conv_nt_t_s16()
150 out -= (4 - tail_ch); in arm_nn_depthwise_conv_nt_t_s16()
170 * @} end of Doxygen group
Darm_nn_depthwise_conv_nt_t_padded_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2020, 2022 Arm Limited and/or its affiliates <open-source…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M processors with MVE extension
28 * -------------------------------------------------------------------- */
76 num_ch_to_process -= 4, out += 4, offset += 4, i_loop_cnt++) in arm_nn_depthwise_conv_nt_t_padded_s8()
175 * @} end of Doxygen group
Darm_nn_mat_mul_kernel_s16.c2 * SPDX-FileCopyrightText: Copyright 2010-2023 Arm Limited and/or its affiliates
3 * <open-source-office@arm.com>
5 * SPDX-License-Identifier: Apache-2.0
7 * Licensed under the Apache License, Version 2.0 (the License); you may
11 * www.apache.org/licenses/LICENSE-2.0
20 /* ----------------------------------------------------------------------
23 * Description: Matrix-multiplication function for convolution
28 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
44 * Matrix-multiplication function for convolution with per-channel requantization.
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Darm_nn_vec_mat_mult_t_s16.c2 …* SPDX-FileCopyrightText: Copyright 2020-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
92 col_cnt -= 8; in arm_nn_vec_mat_mult_t_s16()
167 for (int8_t rows_left = rhs_rows & 0x3; rows_left > 0; rows_left--) in arm_nn_vec_mat_mult_t_s16()
181 col_cnt -= 8; in arm_nn_vec_mat_mult_t_s16()
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Darm_nn_vec_mat_mult_t_s8.c2 …* SPDX-FileCopyrightText: Copyright 2020-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
56 #pragma GCC optimize("unroll-loops")
104 col_cnt -= 16; in arm_nn_vec_mat_mult_t_s8()
161 col_cnt -= 16; in arm_nn_vec_mat_mult_t_s8()
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Darm_nn_vec_mat_mult_t_svdf_s8.c2 …* SPDX-FileCopyrightText: Copyright 2021-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
28 * Target : Arm(R) M-Profile Architecture
30 * -------------------------------------------------------------------- */
61 if (rhs_cols < 0 || (NN_Q31_MAX - rhs_cols) < 16 || dst_offset < 0) in arm_nn_vec_mat_mult_t_svdf_s8()
91 col_cnt -= 16; in arm_nn_vec_mat_mult_t_svdf_s8()
140 col_cnt -= 16; in arm_nn_vec_mat_mult_t_svdf_s8()
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Darm_nn_mat_mult_nt_t_s8.c2 …* SPDX-FileCopyrightText: Copyright 2020-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
22 …* Description: Matrix multiplication support function with the right-hand-side (rhs) matrix trans…
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
43 * s8 matrix multiplication with the right-hand-side matrix transposed
66 for (; i_items <= (lhs_rows - 4); i_items += 4) in arm_nn_mat_mult_nt_t_s8()
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/cmsis-nn-3.6.0-3.5.0/Scripts/
Dgen_pack.sh2 # SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm.…
4 # SPDX-License-Identifier: Apache-2.0
6 # Licensed under the Apache License, Version 2.0 (the License); you may
10 # www.apache.org/licenses/LICENSE-2.0
18 # Version: 2.3
19 # Date: 2022-09-28
23 set -o pipefail
25 # Set version of gen pack library
29 DEFAULT_ARGS=(-c "v")
31 # Pack warehouse directory - destination
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/cmsis-nn-3.6.0-3.5.0/Source/SoftmaxFunctions/
Darm_nn_softmax_common_s8.c2 …* SPDX-FileCopyrightText: Copyright 2022-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
28 * -------------------------------------------------------------------- */
85 diff = input[col] - max; in arm_nn_softmax_common_s8()
93 const int32_t shifted_scale = ONE_OVER1((sum > 0 ? sum << headroom : 0) - (1 << 31)); in arm_nn_softmax_common_s8()
100 bits_over_unit = ACCUM_BITS - headroom + 15; in arm_nn_softmax_common_s8()
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/cmsis-nn-3.6.0-3.5.0/Source/BasicMathFunctions/
Darm_elementwise_mul_s16.c2 …* SPDX-FileCopyrightText: Copyright 2022-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
89 loop_count -= 4; in arm_elementwise_mul_s16()
131 loop_count--; in arm_elementwise_mul_s16()
151 loop_count--; in arm_elementwise_mul_s16()
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Darm_elementwise_mul_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
92 num_elements -= 4; in arm_elementwise_mul_s8()
156 loop_count--; in arm_elementwise_mul_s8()
180 loop_count--; in arm_elementwise_mul_s8()
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Darm_elementwise_add_s16.c2 …* SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M CPUs
29 * -------------------------------------------------------------------- */
103 count -= 4; in arm_elementwise_add_s16()
140 loop_count--; in arm_elementwise_add_s16()
162 loop_count--; in arm_elementwise_add_s16()
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Darm_elementwise_add_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
6 * Licensed under the Apache License, Version 2.0 (the License); you may
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
104 count -= 4; in arm_elementwise_add_s8()
196 loop_count--; in arm_elementwise_add_s8()
224 loop_count--; in arm_elementwise_add_s8()
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