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/cmsis-nn-latest/Tests/UnitTest/RefactoredTestGen/Lib/
Dtest.py1 # SPDX-FileCopyrightText: Copyright 2024 Arm Limited and/or its affiliates <open-source-office@arm.…
3 # SPDX-License-Identifier: Apache-2.0
9 # www.apache.org/licenses/LICENSE-2.0
156 header = get_header(params["tflite_generator"], params["interpreter"])
167 write_config(fpaths["config_data"], config_params, params["name"], fpaths["test_data"], header)
174 … write_c_array(tensor, fpaths[name], dtype, params["name"], name, fpaths["test_data"], header)
203 """ Convert a model generated with keras to tflite-format """
287 def write_config(config_fpath, params, prefix, test_data_fpath, header): argument
290 f.write(header)
310 f.write(header)
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/cmsis-nn-latest/Documentation/Doxygen/style_template/
Dextra_stylesheet.css3 --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;
12 --arm_dark_gray1: #6F777C;
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Dresize.js6 Copyright (C) 1997-2020 by Dimitri van Heesch
29 var sidenav,navtree,content,header,barWidth=6,desktop_vp=768,titleHeight;
40 if (index != -1) {
43 if (valEnd == -1) {
74 writeSetting('width',sidenavWidth-barWidth);
89 var headerHeight = header.outerHeight();
94 contentHeight = windowHeight - headerHeight - footerHeight;
98 contentHeight = windowHeight - footerHeight;
99 navtreeHeight = windowHeight - headerHeight;
122 writeSetting('width',sidenavWidth-barWidth);
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Dheader.html1 <!-- HTML header for doxygen 1.9.6-->
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-->
10 <!--BEGIN DISABLE_INDEX-->
11 <!--BEGIN FULL_SIDEBAR-->
13 <!--END FULL_SIDEBAR-->
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/cmsis-nn-latest/.github/workflows/
Dmicrospeech.yaml1 # SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm.…
3 # SPDX-License-Identifier: Apache-2.0
9 # www.apache.org/licenses/LICENSE-2.0
21 - microspeech
25 - completed
38 runs-on: ubuntu-latest
40 - name: Set a pending status to the PR
45 curl --request POST \
46 …--url https://api.github.com/repos/${{ github.repository }}/statuses/${{ github.event.workflow_run…
47 --header "authorization: Bearer ${{ secrets.GITHUB_TOKEN }}" \
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/cmsis-nn-latest/
DARM.CMSIS-NN.pdsc1 <?xml version="1.0" encoding="UTF-8"?>
3 …w.w3.org/2001/XMLSchema-instance" xs:noNamespaceSchemaLocation="https://raw.githubusercontent.com/…
4 <name>CMSIS-NN</name>
10 <license name="LICENSE" title="Apache 2.0 open-source license" spdx="Apache-2.0"/>
14 <repository type="git">https:/github.com/arm-software/CMSIS-NN.git</repository>
22 <!-- conditions are dependency rules that can apply to a component or an individual file -->
24 <!-- CMSIS-NN -->
25 <condition id="CMSIS-NN">
26 <description>No additional components required for CMSIS-NN</description>
32 <!-- CMSIS-NN component -->
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/cmsis-nn-latest/Source/FullyConnectedFunctions/
Darm_batch_matmul_s16.c2 * SPDX-FileCopyrightText: Copyright 2024 Arm Limited and/or its affiliates <open-source-office.com>
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
22 …* Description: Batch matrix multiplication. Does not perform transposes, see header file for deta…
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
44 * Refer to header file for details.
57 const int32_t output_batch = output_dims->n; in arm_batch_matmul_s16()
58 const int32_t output_height = output_dims->h; in arm_batch_matmul_s16()
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Darm_batch_matmul_s8.c2 * SPDX-FileCopyrightText: Copyright 2024 Arm Limited and/or its affiliates <open-source-office.com>
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
22 …* Description: Batch matrix multiplication. Does not perform transposes, see header file for deta…
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
44 * Refer to header file for details.
58 if (ctx->buf == NULL) in arm_batch_matmul_s8()
62 int32_t *vector_sum_buf = (int32_t *)ctx->buf; in arm_batch_matmul_s8()
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Darm_fully_connected_wrapper_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2024 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
44 * S8 basic fully-connected and matrix multiplication layer function for TensorFlow Lite
46 * Refer header file for details.
63 if (quant_params->is_per_channel) in arm_fully_connected_wrapper_s8()
65 … const cmsis_nn_per_channel_quant_params per_channel_quant_params = {quant_params->multiplier, in arm_fully_connected_wrapper_s8()
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Darm_fully_connected_per_channel_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2024 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
44 …* S8 basic fully-connected and matrix multiplication layer function using per-channel quantization…
46 * Refer header file for details.
63 int32_t batch_cnt = input_dims->n; in arm_fully_connected_per_channel_s8()
66 if (ctx->buf == NULL) in arm_fully_connected_per_channel_s8()
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Darm_fully_connected_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2024 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
44 * S8 basic fully-connected and matrix multiplication layer function for TensorFlow Lite
46 * Refer header file for details.
64 int32_t batch_cnt = input_dims->n; in arm_fully_connected_s8()
67 if (ctx->buf == NULL) in arm_fully_connected_s8()
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/cmsis-nn-latest/Source/ConvolutionFunctions/
Darm_convolve_wrapper_s4.c2 …* SPDX-FileCopyrightText: Copyright 2023-2024 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
23 * cmsis-nn to perform the convolution. See header files for details.
28 * Target : Arm(R) M-Profile Architecture
30 * -------------------------------------------------------------------- */
46 * Refer header file for details.
62 if ((conv_params->padding.w == 0) && (conv_params->padding.h == 0) && (filter_dims->w == 1) && in arm_convolve_wrapper_s4()
63 (filter_dims->h == 1) && (conv_params->dilation.w == 1 && conv_params->dilation.h == 1)) in arm_convolve_wrapper_s4()
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Darm_convolve_wrapper_s16.c2 …* SPDX-FileCopyrightText: Copyright 2021-2024 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
23 * cmsis-nn to perform the convolution.
28 * Target : Arm(R) M-Profile Architecture
30 * -------------------------------------------------------------------- */
46 * Refer header file for details.
Darm_depthwise_conv_wrapper_s4.c2 …* SPDX-FileCopyrightText: Copyright 2023 Arm Limited and/or its affiliates <open-source-office@arm…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
28 * Target : Arm(R) M-Profile Architecture
30 * -------------------------------------------------------------------- */
46 * Refer header file for details.
62 if (1 == dw_conv_params->ch_mult && input_dims->n == 1 && dw_conv_params->dilation.w == 1 && in arm_depthwise_conv_wrapper_s4()
63 dw_conv_params->dilation.h == 1) in arm_depthwise_conv_wrapper_s4()
Darm_depthwise_conv_wrapper_s16.c2 …* SPDX-FileCopyrightText: Copyright 2010-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
28 * Target : Arm(R) M-Profile Architecture
30 * -------------------------------------------------------------------- */
47 * Refer header file for details.
Darm_convolve_1x1_s4_fast.c2 …* SPDX-FileCopyrightText: Copyright 2010-2023 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
22 * Description: Fast s4 version of 1x1 convolution (non-square shape)
27 * Target : Arm(R) M-Profile Architecture
29 * -------------------------------------------------------------------- */
44 * Fast s4 version for 1x1 convolution (non-square shape)
46 * Refer header file for details.
62 if (conv_params->padding.w != 0 || conv_params->padding.h != 0 || conv_params->stride.w != 1 || in arm_convolve_1x1_s4_fast()
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/cmsis-nn-latest/Tests/UnitTest/
Dtest_settings.py1 # SPDX-FileCopyrightText: Copyright 2010-2024 Arm Limited and/or its affiliates <open-source-office…
3 # SPDX-License-Identifier: Apache-2.0
9 # www.apache.org/licenses/LICENSE-2.0
44 INT32_MIN = -2147483648
46 INT64_MIN = -9223372036854775808
48 INT16_MIN = -32768
50 INT8_MIN = -128
52 INT4_MIN = -8
56 CLANG_FORMAT = 'clang-format-12 -i' # For formatting generated headers.
211 header = ','.join(map(str, data.shape))
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/cmsis-nn-latest/Source/ReshapeFunctions/
Darm_reshape_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2022 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
46 * Refer header file for details.
/cmsis-nn-latest/Source/ActivationFunctions/
Darm_relu6_s8.c2 …* SPDX-FileCopyrightText: Copyright 2010-2019, 2022 Arm Limited and/or its affiliates <open-source…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
46 * Refer to header file for details.
/cmsis-nn-latest/Source/ConcatenationFunctions/
Darm_concatenation_s8_w.c2 …* SPDX-FileCopyrightText: Copyright 2010-2022 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
46 * Refer to header file for details.
Darm_concatenation_s8_z.c2 …* SPDX-FileCopyrightText: Copyright 2010-2022 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
46 * Refer to header file for details.
Darm_concatenation_s8_x.c2 …* SPDX-FileCopyrightText: Copyright 2010-2022 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
46 * Refer to header file for details.
Darm_concatenation_s8_y.c2 …* SPDX-FileCopyrightText: Copyright 2010-2022 Arm Limited and/or its affiliates <open-source-offic…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
46 * Refer to header file for details.
/cmsis-nn-latest/Source/NNSupportFunctions/
Darm_nn_lstm_calculate_gate_s16.c2 …* SPDX-FileCopyrightText: Copyright 2022, 2024 Arm Limited and/or its affiliates <open-source-offi…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
45 * Refer to header file for details
55 memset(output, 0, params->hidden_size * params->batch_size * sizeof(int16_t)); in arm_nn_lstm_calculate_gate_s16()
58 gate->input_weights, in arm_nn_lstm_calculate_gate_s16()
59 gate->input_effective_bias, in arm_nn_lstm_calculate_gate_s16()
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Darm_nn_lstm_calculate_gate_s8_s16.c2 …* SPDX-FileCopyrightText: Copyright 2022, 2024 Arm Limited and/or its affiliates <open-source-offi…
4 * SPDX-License-Identifier: Apache-2.0
10 * www.apache.org/licenses/LICENSE-2.0
19 /* ----------------------------------------------------------------------
27 * Target Processor: Cortex-M cores
29 * -------------------------------------------------------------------- */
52 * Refer to header file for details
62 memset(output, 0, params->hidden_size * params->batch_size * sizeof(int16_t)); in arm_nn_lstm_calculate_gate_s8_s16()
65 gate->input_weights, in arm_nn_lstm_calculate_gate_s8_s16()
66 gate->input_effective_bias, in arm_nn_lstm_calculate_gate_s8_s16()
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