minkbd: repo restructure

7 files changed, 0 insertions, 378 deletions

diff --git a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/Compiler/EventRecorderConf.h b/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/Compiler/EventRecorderConf.h
deleted file mode 100644
index 5958233..0000000
--- a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/Compiler/EventRecorderConf.h
+++ /dev/null
@@ -1,44 +0,0 @@
-/*------------------------------------------------------------------------------

- * MDK - Component ::Event Recorder

- * Copyright (c) 2016 ARM Germany GmbH. All rights reserved.

- *------------------------------------------------------------------------------

- * Name:    EventRecorderConf.h

- * Purpose: Event Recorder Configuration

- * Rev.:    V1.0.0

- *----------------------------------------------------------------------------*/

-

-//-------- <<< Use Configuration Wizard in Context Menu >>> --------------------

-

-// <h>Event Recorder

-

-//   <o>Number of Records

-//     <8=>8 <16=>16 <32=>32 <64=>64 <128=>128 <256=>256 <512=>512 <1024=>1024

-//     <2048=>2048 <4096=>4096 <8192=>8192 <16384=>16384 <32768=>32768

-//     <65536=>65536 <131072=>131072 <262144=>262144 <524288=>524288

-//     <1048576=>1048576

-//   <i>Configure size of Event Record Buffer (each record is 16 bytes)

-//   <i>Must be 2^n (min=8, max=1048576)

-#define EVENT_RECORD_COUNT      64U

-

-//   <o>Time Stamp Source

-//      <0=> DWT Cycle Counter  <1=> SysTick

-//      <3=> User Timer (Normal Reset)  <4=> User Timer (Power-On Reset)

-//   <i>Selects source for 32-bit time stamp

-#define EVENT_TIMESTAMP_SOURCE  1

-

-//   <h>SysTick Configuration

-//   <i>Configure values when Time Stamp Source is set to SysTick

-

-//     <o>SysTick Input Clock Frequency [Hz] <1-1000000000>

-//     <i>Defines SysTick input clock (typical identical with processor clock)

-#define SYSTICK_CLOCK           100000000U

-

-//     <o>SysTick Interrupt Period [us] <1-1000000000>

-//     <i>Defines time period of the SysTick timer interrupt

-#define SYSTICK_PERIOD_US       1000U

-

-//   </h>

-

-// </h>

-

-//------------- <<< end of configuration section >>> ---------------------------

diff --git a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM0/RTE_Components.h b/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM0/RTE_Components.h
deleted file mode 100644
index 73f80ad..0000000
--- a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM0/RTE_Components.h
+++ /dev/null
@@ -1,24 +0,0 @@
-

-/*

- * Auto generated Run-Time-Environment Component Configuration File

- *      *** Do not modify ! ***

- *

- * Project: 'arm_nnexamples_gru' 

- * Target:  'ARMCM0' 

- */

-

-#ifndef RTE_COMPONENTS_H

-#define RTE_COMPONENTS_H

-

-

-/*

- * Define the Device Header File: 

- */

-#define CMSIS_device_header "ARMCM0.h"

-

-#define RTE_Compiler_EventRecorder

-          #define RTE_Compiler_EventRecorder_DAP

-#define RTE_Compiler_IO_STDOUT          /* Compiler I/O: STDOUT */

-          #define RTE_Compiler_IO_STDOUT_EVR      /* Compiler I/O: STDOUT EVR */

-

-#endif /* RTE_COMPONENTS_H */

diff --git a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM3/RTE_Components.h b/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM3/RTE_Components.h
deleted file mode 100644
index 1f91822..0000000
--- a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM3/RTE_Components.h
+++ /dev/null
@@ -1,22 +0,0 @@
-

-/*

- * Auto generated Run-Time-Environment Component Configuration File

- *      *** Do not modify ! ***

- *

- * Project: 'arm_nnexamples_gru' 

- * Target:  'ARMCM3' 

- */

-

-#ifndef RTE_COMPONENTS_H

-#define RTE_COMPONENTS_H

-

-

-/*

- * Define the Device Header File: 

- */

-#define CMSIS_device_header "ARMCM3.h"

-

-#define RTE_Compiler_IO_STDOUT          /* Compiler I/O: STDOUT */

-          #define RTE_Compiler_IO_STDOUT_ITM      /* Compiler I/O: STDOUT ITM */

-

-#endif /* RTE_COMPONENTS_H */

diff --git a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM4_FP/RTE_Components.h b/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM4_FP/RTE_Components.h
deleted file mode 100644
index 3df85a0..0000000
--- a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM4_FP/RTE_Components.h
+++ /dev/null
@@ -1,22 +0,0 @@
-

-/*

- * Auto generated Run-Time-Environment Component Configuration File

- *      *** Do not modify ! ***

- *

- * Project: 'arm_nnexamples_gru' 

- * Target:  'ARMCM4_FP' 

- */

-

-#ifndef RTE_COMPONENTS_H

-#define RTE_COMPONENTS_H

-

-

-/*

- * Define the Device Header File: 

- */

-#define CMSIS_device_header "ARMCM4_FP.h"

-

-#define RTE_Compiler_IO_STDOUT          /* Compiler I/O: STDOUT */

-          #define RTE_Compiler_IO_STDOUT_ITM      /* Compiler I/O: STDOUT ITM */

-

-#endif /* RTE_COMPONENTS_H */

diff --git a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM7_SP/RTE_Components.h b/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM7_SP/RTE_Components.h
deleted file mode 100644
index 04bee02..0000000
--- a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/RTE/_ARMCM7_SP/RTE_Components.h
+++ /dev/null
@@ -1,22 +0,0 @@
-

-/*

- * Auto generated Run-Time-Environment Component Configuration File

- *      *** Do not modify ! ***

- *

- * Project: 'arm_nnexamples_gru' 

- * Target:  'ARMCM7_SP' 

- */

-

-#ifndef RTE_COMPONENTS_H

-#define RTE_COMPONENTS_H

-

-

-/*

- * Define the Device Header File: 

- */

-#define CMSIS_device_header "ARMCM7_SP.h"

-

-#define RTE_Compiler_IO_STDOUT          /* Compiler I/O: STDOUT */

-          #define RTE_Compiler_IO_STDOUT_ITM      /* Compiler I/O: STDOUT ITM */

-

-#endif /* RTE_COMPONENTS_H */

diff --git a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/arm_nnexamples_gru.cpp b/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/arm_nnexamples_gru.cpp
deleted file mode 100644
index efb3257..0000000
--- a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/arm_nnexamples_gru.cpp
+++ /dev/null
@@ -1,221 +0,0 @@
-/* ----------------------------------------------------------------------

-* Copyright (C) 2010-2018 Arm Limited. All rights reserved.

-*

-*

-* Project:       CMSIS NN Library

-* Title:         arm_nnexamples_gru.cpp

-*

-* Description:   Gated Recurrent Unit Example

-*

-* Target Processor: Cortex-M4/Cortex-M7

-*

-* Redistribution and use in source and binary forms, with or without

-* modification, are permitted provided that the following conditions

-* are met:

-*   - Redistributions of source code must retain the above copyright

-*     notice, this list of conditions and the following disclaimer.

-*   - Redistributions in binary form must reproduce the above copyright

-*     notice, this list of conditions and the following disclaimer in

-*     the documentation and/or other materials provided with the

-*     distribution.

-*   - Neither the name of Arm LIMITED nor the names of its contributors

-*     may be used to endorse or promote products derived from this

-*     software without specific prior written permission.

-*

-* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS

-* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT

-* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS

-* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE

-* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,

-* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,

-* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;

-* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER

-* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT

-* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN

-* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE

-* POSSIBILITY OF SUCH DAMAGE.

-* -------------------------------------------------------------------- */

-

-/**

- * @ingroup groupExamples

- */

-

-/**

- * @defgroup GRUExample Gated Recurrent Unit Example

- *

- * \par Description:

- * \par

- * Demonstrates a gated recurrent unit (GRU) example with the use of fully-connected,

- * Tanh/Sigmoid activation functions.

- *

- * \par Model definition:

- * \par

- * GRU is a type of recurrent neural network (RNN). It contains two sigmoid gates and one hidden

- * state. 

- * \par

- * The computation can be summarized as:

- * <pre>z[t] = sigmoid( W_z &sdot; {h[t-1],x[t]} )

- * r[t] = sigmoid( W_r &sdot; {h[t-1],x[t]} ) 

- * n[t] = tanh( W_n &sdot; [r[t] &times; {h[t-1], x[t]} ) 

- * h[t] = (1 - z[t]) &times; h[t-1] + z[t] &times; n[t] </pre>

- * \image html GRU.gif "Gate Recurrent Unit Diagram"

- *

- * \par Variables Description:

- * \par

- * \li \c update_gate_weights, \c reset_gate_weights, \c hidden_state_weights are weights corresponding to update gate (W_z), reset gate (W_r), and hidden state (W_n).

- * \li \c update_gate_bias, \c reset_gate_bias, \c hidden_state_bias are layer bias arrays

- * \li \c test_input1, \c test_input2, \c test_history are the inputs and initial history

- *

- * \par

- * The buffer is allocated as:

- * \par

- * | reset | input | history | update | hidden_state |

- * \par

- * In this way, the concatination is automatically done since (reset, input) and (input, history)

- * are physically concatinated in memory.

- * \par

- *  The ordering of the weight matrix should be adjusted accordingly.

- *

-  *

- * 

- * \par CMSIS DSP Software Library Functions Used:

- * \par

- * - arm_fully_connected_mat_q7_vec_q15_opt()

- * - arm_nn_activations_direct_q15()

- * - arm_mult_q15()

- * - arm_offset_q15()

- * - arm_sub_q15()

- * - arm_copy_q15()

- *

- * <b> Refer  </b>

- * \link arm_nnexamples_gru.cpp \endlink

- *

- */

-

-#include <stdio.h>

-#include <stdlib.h>

-#include <math.h>

-#include "arm_nnexamples_gru_test_data.h"

-#include "arm_math.h"

-#include "arm_nnfunctions.h"

-

-#ifdef _RTE_

-#include "RTE_Components.h"

-#ifdef RTE_Compiler_EventRecorder

-#include "EventRecorder.h"

-#endif

-#endif

-

-#define DIM_HISTORY 32

-#define DIM_INPUT 32

-#define DIM_VEC 64

-

-#define USE_X4

-

-#ifndef USE_X4

-static q7_t update_gate_weights[DIM_VEC * DIM_HISTORY] = UPDATE_GATE_WEIGHT_X2;

-static q7_t reset_gate_weights[DIM_VEC * DIM_HISTORY] = RESET_GATE_WEIGHT_X2;

-static q7_t hidden_state_weights[DIM_VEC * DIM_HISTORY] = HIDDEN_STATE_WEIGHT_X2;

-#else

-static q7_t update_gate_weights[DIM_VEC * DIM_HISTORY] = UPDATE_GATE_WEIGHT_X4;

-static q7_t reset_gate_weights[DIM_VEC * DIM_HISTORY] = RESET_GATE_WEIGHT_X4;

-static q7_t hidden_state_weights[DIM_VEC * DIM_HISTORY] = HIDDEN_STATE_WEIGHT_X4;

-#endif

-

-static q7_t update_gate_bias[DIM_HISTORY] = UPDATE_GATE_BIAS;

-static q7_t reset_gate_bias[DIM_HISTORY] = RESET_GATE_BIAS;

-static q7_t hidden_state_bias[DIM_HISTORY] = HIDDEN_STATE_BIAS;

-

-static q15_t test_input1[DIM_INPUT] = INPUT_DATA1;

-static q15_t test_input2[DIM_INPUT] = INPUT_DATA2;

-static q15_t test_history[DIM_HISTORY] = HISTORY_DATA;

-

-q15_t     scratch_buffer[DIM_HISTORY * 4 + DIM_INPUT];

-

-void gru_example(q15_t * scratch_input, uint16_t input_size, uint16_t history_size,

-                 q7_t * weights_update, q7_t * weights_reset, q7_t * weights_hidden_state,

-                 q7_t * bias_update, q7_t * bias_reset, q7_t * bias_hidden_state)

-{

-  q15_t    *reset = scratch_input;

-  q15_t    *input = scratch_input + history_size;

-  q15_t    *history = scratch_input + history_size + input_size;

-  q15_t    *update = scratch_input + 2 * history_size + input_size;

-  q15_t    *hidden_state = scratch_input + 3 * history_size + input_size;

-

-  // reset gate calculation

-  // the range of the output can be adjusted with bias_shift and output_shift

-#ifndef USE_X4

-  arm_fully_connected_mat_q7_vec_q15(input, weights_reset, input_size + history_size, history_size, 0, 15, bias_reset,

-                                     reset, NULL);

-#else

-  arm_fully_connected_mat_q7_vec_q15_opt(input, weights_reset, input_size + history_size, history_size, 0, 15,

-                                         bias_reset, reset, NULL);

-#endif

-  // sigmoid function, the size of the integer bit-width should be consistent with out_shift

-  arm_nn_activations_direct_q15(reset, history_size, 0, ARM_SIGMOID);

-  arm_mult_q15(history, reset, reset, history_size);

-

-  // update gate calculation

-  // the range of the output can be adjusted with bias_shift and output_shift

-#ifndef USE_X4

-  arm_fully_connected_mat_q7_vec_q15(input, weights_update, input_size + history_size, history_size, 0, 15,

-                                     bias_update, update, NULL);

-#else

-  arm_fully_connected_mat_q7_vec_q15_opt(input, weights_update, input_size + history_size, history_size, 0, 15,

-                                         bias_update, update, NULL);

-#endif

-

-  // sigmoid function, the size of the integer bit-width should be consistent with out_shift

-  arm_nn_activations_direct_q15(update, history_size, 0, ARM_SIGMOID);

-

-  // hidden state calculation

-#ifndef USE_X4

-  arm_fully_connected_mat_q7_vec_q15(reset, weights_hidden_state, input_size + history_size, history_size, 0, 15,

-                                     bias_hidden_state, hidden_state, NULL);

-#else

-  arm_fully_connected_mat_q7_vec_q15_opt(reset, weights_hidden_state, input_size + history_size, history_size, 0, 15,

-                                         bias_hidden_state, hidden_state, NULL);

-#endif

-

-  // tanh function, the size of the integer bit-width should be consistent with out_shift

-  arm_nn_activations_direct_q15(hidden_state, history_size, 0, ARM_TANH);

-  arm_mult_q15(update, hidden_state, hidden_state, history_size);

-

-  // we calculate z - 1 here

-  // so final addition becomes substraction

-  arm_offset_q15(update, 0x8000, update, history_size);

-  // multiply history

-  arm_mult_q15(history, update, update, history_size);

-  // calculate history_out

-  arm_sub_q15(hidden_state, update, history, history_size);

-

-  return;

-}

-

-int main()

-{

-  #ifdef RTE_Compiler_EventRecorder

-  EventRecorderInitialize (EventRecordAll, 1);  // initialize and start Event Recorder

-  #endif

-

-  printf("Start GRU execution\n");

-  int       input_size = DIM_INPUT;

-  int       history_size = DIM_HISTORY;

-

-  // copy over the input data 

-  arm_copy_q15(test_input1, scratch_buffer + history_size, input_size);

-  arm_copy_q15(test_history, scratch_buffer + history_size + input_size, history_size);

-

-  gru_example(scratch_buffer, input_size, history_size,

-              update_gate_weights, reset_gate_weights, hidden_state_weights,

-              update_gate_bias, reset_gate_bias, hidden_state_bias);

-  printf("Complete first iteration on GRU\n");

-

-  arm_copy_q15(test_input2, scratch_buffer + history_size, input_size);

-  gru_example(scratch_buffer, input_size, history_size,

-              update_gate_weights, reset_gate_weights, hidden_state_weights,

-              update_gate_bias, reset_gate_bias, hidden_state_bias);

-  printf("Complete second iteration on GRU\n");

-

-  return 0;

-}

diff --git a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/arm_nnexamples_gru_test_data.h b/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/arm_nnexamples_gru_test_data.h
deleted file mode 100644
index e0ccbe1..0000000
--- a/Blink/Drivers/CMSIS/NN/Examples/ARM/arm_nn_examples/gru/arm_nnexamples_gru_test_data.h
+++ /dev/null
@@ -1,23 +0,0 @@
-#define UPDATE_GATE_WEIGHT_X2 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-

-#define UPDATE_GATE_WEIGHT_X4 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-

-#define RESET_GATE_WEIGHT_X2 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-

-#define RESET_GATE_WEIGHT_X4 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-

-#define HIDDEN_STATE_WEIGHT_X2 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-

-#define HIDDEN_STATE_WEIGHT_X4 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-

-#define UPDATE_GATE_BIAS {-85,78,113,70,33,38,8,114,70,-35,-67,65,31,-24,-70,-124,-89,104,124,-122,111,61,-87,75,-61,-98,83,-69,-63,45,-11,103}

-

-#define RESET_GATE_BIAS {-77,67,-93,-3,98,59,-121,33,49,50,41,91,-115,-33,71,47,-70,45,89,-115,72,106,-22,100,97,-100,-95,108,-33,3,14,30}

-

-#define HIDDEN_STATE_BIAS {-85,78,113,70,33,38,8,114,70,-35,-67,65,31,-24,-70,-124,-89,104,124,-122,111,61,-87,75,-61,-98,83,-69,-63,45,-11,103}

-

-#define INPUT_DATA1 {-367,-338,0,-89,453,-413,-343,-16,42,418,201,274,-352,477,-290,-92,266,-49,342,453,-398,247,-153,328,217,342,85,69,-38,351,73,128}

-

-#define INPUT_DATA2 {280,41,-322,61,315,350,504,-227,-221,-483,352,252,455,-236,344,364,-378,229,-187,-498,295,357,-511,58,-349,-458,-420,-66,-400,-379,477,-60}

-

-#define HISTORY_DATA {-38,53,105,-79,-463,51,-343,-226,-435,-282,218,441,-299,-215,-109,335,340,-471,-109,273,33,-245,-469,170,-26,-59,192,-119,76,-6,236,-145}