Official ARM version: v5.6.0HEADmaster

50 files changed, 12527 insertions, 89 deletions

diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM0/startup_ARMCM0.s b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM0/startup_ARMCM0.s
new file mode 100644
index 0000000..9fc447d
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM0/startup_ARMCM0.s
@@ -0,0 +1,242 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM0.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM0 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM0/system_ARMCM0.c b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM0/system_ARMCM0.c
new file mode 100644
index 0000000..66829ad
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM0/system_ARMCM0.c
@@ -0,0 +1,56 @@
+/**************************************************************************//**
+ * @file     system_ARMCM0.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM0 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include "ARMCM0.h"
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM3/startup_ARMCM3.s b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM3/startup_ARMCM3.s
new file mode 100644
index 0000000..16e56b0
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM3/startup_ARMCM3.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM3.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM3 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM3/system_ARMCM3.c b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM3/system_ARMCM3.c
new file mode 100644
index 0000000..f08df7a
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM3/system_ARMCM3.c
@@ -0,0 +1,68 @@
+/**************************************************************************//**
+ * @file     system_ARMCM3.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM3 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include "ARMCM3.h"
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM4_FP/startup_ARMCM4.s b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM4_FP/startup_ARMCM4.s
new file mode 100644
index 0000000..dae6439
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM4_FP/startup_ARMCM4.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM4.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM4 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM4_FP/system_ARMCM4.c b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM4_FP/system_ARMCM4.c
new file mode 100644
index 0000000..070fa1e
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM4_FP/system_ARMCM4.c
@@ -0,0 +1,83 @@
+/**************************************************************************//**
+ * @file     system_ARMCM4.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM4 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#if defined (ARMCM4)
+  #include "ARMCM4.h"
+#elif defined (ARMCM4_FP)
+  #include "ARMCM4_FP.h"
+#else
+  #error device not specified!
+#endif
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+#if defined (__FPU_USED) && (__FPU_USED == 1)
+  SCB->CPACR |= ((3U << 10*2) |           /* set CP10 Full Access */
+                 (3U << 11*2)  );         /* set CP11 Full Access */
+#endif
+
+#ifdef UNALIGNED_SUPPORT_DISABLE
+  SCB->CCR |= SCB_CCR_UNALIGN_TRP_Msk;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/gcc_arm.ld b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/gcc_arm.ld
new file mode 100644
index 0000000..b987fd1
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/gcc_arm.ld
@@ -0,0 +1,196 @@
+/* Linker script to configure memory regions. */
+MEMORY
+{
+  FLASH (rx)  : ORIGIN = 0x00000000, LENGTH = 512K
+  RAM   (rwx) : ORIGIN = 0x20000000, LENGTH = 256K
+}
+
+/* Library configurations */
+GROUP(libgcc.a libc.a libm.a libnosys.a)
+
+/* Linker script to place sections and symbol values. Should be used together
+ * with other linker script that defines memory regions FLASH and RAM.
+ * It references following symbols, which must be defined in code:
+ *   Reset_Handler : Entry of reset handler
+ *
+ * It defines following symbols, which code can use without definition:
+ *   __exidx_start
+ *   __exidx_end
+ *   __copy_table_start__
+ *   __copy_table_end__
+ *   __zero_table_start__
+ *   __zero_table_end__
+ *   __etext
+ *   __data_start__
+ *   __preinit_array_start
+ *   __preinit_array_end
+ *   __init_array_start
+ *   __init_array_end
+ *   __fini_array_start
+ *   __fini_array_end
+ *   __data_end__
+ *   __bss_start__
+ *   __bss_end__
+ *   __end__
+ *   end
+ *   __HeapBase
+ *   __HeapLimit
+ *   __StackLimit
+ *   __StackTop
+ *   __stack
+ *   __Vectors_End
+ *   __Vectors_Size
+ */
+ENTRY(Reset_Handler)
+
+SECTIONS
+{
+	.text :
+	{
+		KEEP(*(.vectors))
+		__Vectors_End = .;
+		__Vectors_Size = __Vectors_End - __Vectors;
+		__end__ = .;
+
+		*(.text*)
+
+		KEEP(*(.init))
+		KEEP(*(.fini))
+
+		/* .ctors */
+		*crtbegin.o(.ctors)
+		*crtbegin?.o(.ctors)
+		*(EXCLUDE_FILE(*crtend?.o *crtend.o) .ctors)
+		*(SORT(.ctors.*))
+		*(.ctors)
+
+		/* .dtors */
+ 		*crtbegin.o(.dtors)
+ 		*crtbegin?.o(.dtors)
+ 		*(EXCLUDE_FILE(*crtend?.o *crtend.o) .dtors)
+ 		*(SORT(.dtors.*))
+ 		*(.dtors)
+
+		*(.rodata*)
+
+		KEEP(*(.eh_frame*))
+	} > FLASH
+
+	.ARM.extab :
+	{
+		*(.ARM.extab* .gnu.linkonce.armextab.*)
+	} > FLASH
+
+	__exidx_start = .;
+	.ARM.exidx :
+	{
+		*(.ARM.exidx* .gnu.linkonce.armexidx.*)
+	} > FLASH
+	__exidx_end = .;
+
+	/* To copy multiple ROM to RAM sections,
+	 * uncomment .copy.table section and,
+	 * define __STARTUP_COPY_MULTIPLE in startup_ARMCMx.S */
+	/*
+	.copy.table :
+	{
+		. = ALIGN(4);
+		__copy_table_start__ = .;
+		LONG (__etext)
+		LONG (__data_start__)
+		LONG (__data_end__ - __data_start__)
+		LONG (__etext2)
+		LONG (__data2_start__)
+		LONG (__data2_end__ - __data2_start__)
+		__copy_table_end__ = .;
+	} > FLASH
+	*/
+
+	/* To clear multiple BSS sections,
+	 * uncomment .zero.table section and,
+	 * define __STARTUP_CLEAR_BSS_MULTIPLE in startup_ARMCMx.S */
+	/*
+	.zero.table :
+	{
+		. = ALIGN(4);
+		__zero_table_start__ = .;
+		LONG (__bss_start__)
+		LONG (__bss_end__ - __bss_start__)
+		LONG (__bss2_start__)
+		LONG (__bss2_end__ - __bss2_start__)
+		__zero_table_end__ = .;
+	} > FLASH
+	*/
+
+	__etext = .;
+
+	.data : AT (__etext)
+	{
+		__data_start__ = .;
+		*(vtable)
+		*(.data*)
+
+		. = ALIGN(4);
+		/* preinit data */
+		PROVIDE_HIDDEN (__preinit_array_start = .);
+		KEEP(*(.preinit_array))
+		PROVIDE_HIDDEN (__preinit_array_end = .);
+
+		. = ALIGN(4);
+		/* init data */
+		PROVIDE_HIDDEN (__init_array_start = .);
+		KEEP(*(SORT(.init_array.*)))
+		KEEP(*(.init_array))
+		PROVIDE_HIDDEN (__init_array_end = .);
+
+
+		. = ALIGN(4);
+		/* finit data */
+		PROVIDE_HIDDEN (__fini_array_start = .);
+		KEEP(*(SORT(.fini_array.*)))
+		KEEP(*(.fini_array))
+		PROVIDE_HIDDEN (__fini_array_end = .);
+
+		KEEP(*(.jcr*))
+		. = ALIGN(4);
+		/* All data end */
+		__data_end__ = .;
+
+	} > RAM
+
+	.bss :
+	{
+		. = ALIGN(4);
+		__bss_start__ = .;
+		*(.bss*)
+		*(COMMON)
+		. = ALIGN(4);
+		__bss_end__ = .;
+	} > RAM
+
+	.heap (COPY):
+	{
+		__HeapBase = .;
+		__end__ = .;
+		end = __end__;
+		KEEP(*(.heap*))
+		__HeapLimit = .;
+	} > RAM
+
+	/* .stack_dummy section doesn't contains any symbols. It is only
+	 * used for linker to calculate size of stack sections, and assign
+	 * values to stack symbols later */
+	.stack_dummy (COPY):
+	{
+		KEEP(*(.stack*))
+	} > RAM
+
+	/* Set stack top to end of RAM, and stack limit move down by
+	 * size of stack_dummy section */
+	__StackTop = ORIGIN(RAM) + LENGTH(RAM);
+	__StackLimit = __StackTop - SIZEOF(.stack_dummy);
+	PROVIDE(__stack = __StackTop);
+
+	/* Check if data + heap + stack exceeds RAM limit */
+	ASSERT(__StackLimit >= __HeapLimit, "region RAM overflowed with stack")
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/startup_ARMCM7.c b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/startup_ARMCM7.c
new file mode 100644
index 0000000..26edb9f
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/startup_ARMCM7.c
@@ -0,0 +1,295 @@
+/**************************************************************************//**
+ * @file     startup_ARMCM7.s
+ * @brief    CMSIS Core Device Startup File for
+ *           ARMCM7 Device Series
+ * @version  V5.00
+ * @date     26. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include <stdint.h>
+
+
+/*----------------------------------------------------------------------------
+  Linker generated Symbols
+ *----------------------------------------------------------------------------*/
+extern uint32_t __etext;
+extern uint32_t __data_start__;
+extern uint32_t __data_end__;
+extern uint32_t __copy_table_start__;
+extern uint32_t __copy_table_end__;
+extern uint32_t __zero_table_start__;
+extern uint32_t __zero_table_end__;
+extern uint32_t __bss_start__;
+extern uint32_t __bss_end__;
+extern uint32_t __StackTop;
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Handler Function Prototype
+ *----------------------------------------------------------------------------*/
+typedef void( *pFunc )( void );
+
+
+/*----------------------------------------------------------------------------
+  External References
+ *----------------------------------------------------------------------------*/
+#ifndef __START
+extern void  _start(void) __attribute__((noreturn));    /* PreeMain (C library entry point) */
+#else
+extern int  __START(void) __attribute__((noreturn));    /* main entry point */
+#endif
+
+#ifndef __NO_SYSTEM_INIT
+extern void SystemInit (void);            /* CMSIS System Initialization      */
+#endif
+
+
+/*----------------------------------------------------------------------------
+  Internal References
+ *----------------------------------------------------------------------------*/
+void Default_Handler(void);                          /* Default empty handler */
+void Reset_Handler(void);                            /* Reset Handler */
+
+
+/*----------------------------------------------------------------------------
+  User Initial Stack & Heap
+ *----------------------------------------------------------------------------*/
+#ifndef __STACK_SIZE
+  #define	__STACK_SIZE  0x00000400
+#endif
+static uint8_t stack[__STACK_SIZE] __attribute__ ((aligned(8), used, section(".stack")));
+
+#ifndef __HEAP_SIZE
+  #define	__HEAP_SIZE   0x00000C00
+#endif
+#if __HEAP_SIZE > 0
+static uint8_t heap[__HEAP_SIZE]   __attribute__ ((aligned(8), used, section(".heap")));
+#endif
+
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Handler
+ *----------------------------------------------------------------------------*/
+/* Cortex-M7 Processor Exceptions */
+void NMI_Handler         (void) __attribute__ ((weak, alias("Default_Handler")));
+void HardFault_Handler   (void) __attribute__ ((weak, alias("Default_Handler")));
+void MemManage_Handler   (void) __attribute__ ((weak, alias("Default_Handler")));
+void BusFault_Handler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UsageFault_Handler  (void) __attribute__ ((weak, alias("Default_Handler")));
+void SVC_Handler         (void) __attribute__ ((weak, alias("Default_Handler")));
+void DebugMon_Handler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void PendSV_Handler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void SysTick_Handler     (void) __attribute__ ((weak, alias("Default_Handler")));
+
+/* ARMCM7 Specific Interrupts */
+void WDT_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void RTC_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void TIM0_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void TIM2_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void MCIA_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void MCIB_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART0_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART1_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART2_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART4_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void AACI_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void CLCD_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void ENET_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void USBDC_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void USBHC_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void CHLCD_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void FLEXRAY_IRQHandler  (void) __attribute__ ((weak, alias("Default_Handler")));
+void CAN_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void LIN_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void I2C_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void CPU_CLCD_IRQHandler (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART3_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void SPI_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Vector table
+ *----------------------------------------------------------------------------*/
+const pFunc __Vectors[] __attribute__ ((section(".vectors"))) = {
+  /* Cortex-M7 Exceptions Handler */
+  (pFunc)((uint32_t)&__StackTop),           /*      Initial Stack Pointer     */
+  Reset_Handler,                            /*      Reset Handler             */
+  NMI_Handler,                              /*      NMI Handler               */
+  HardFault_Handler,                        /*      Hard Fault Handler        */
+  MemManage_Handler,                        /*      MPU Fault Handler         */
+  BusFault_Handler,                         /*      Bus Fault Handler         */
+  UsageFault_Handler,                       /*      Usage Fault Handler       */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  SVC_Handler,                              /*      SVCall Handler            */
+  DebugMon_Handler,                         /*      Debug Monitor Handler     */
+  0,                                        /*      Reserved                  */
+  PendSV_Handler,                           /*      PendSV Handler            */
+  SysTick_Handler,                          /*      SysTick Handler           */
+
+  /* External interrupts */
+  WDT_IRQHandler,                           /*  0:  Watchdog Timer            */
+  RTC_IRQHandler,                           /*  1:  Real Time Clock           */
+  TIM0_IRQHandler,                          /*  2:  Timer0 / Timer1           */
+  TIM2_IRQHandler,                          /*  3:  Timer2 / Timer3           */
+  MCIA_IRQHandler,                          /*  4:  MCIa                      */
+  MCIB_IRQHandler,                          /*  5:  MCIb                      */
+  UART0_IRQHandler,                         /*  6:  UART0 - DUT FPGA          */
+  UART1_IRQHandler,                         /*  7:  UART1 - DUT FPGA          */
+  UART2_IRQHandler,                         /*  8:  UART2 - DUT FPGA          */
+  UART4_IRQHandler,                         /*  9:  UART4 - not connected     */
+  AACI_IRQHandler,                          /* 10: AACI / AC97                */
+  CLCD_IRQHandler,                          /* 11: CLCD Combined Interrupt    */
+  ENET_IRQHandler,                          /* 12: Ethernet                   */
+  USBDC_IRQHandler,                         /* 13: USB Device                 */
+  USBHC_IRQHandler,                         /* 14: USB Host Controller        */
+  CHLCD_IRQHandler,                         /* 15: Character LCD              */
+  FLEXRAY_IRQHandler,                       /* 16: Flexray                    */
+  CAN_IRQHandler,                           /* 17: CAN                        */
+  LIN_IRQHandler,                           /* 18: LIN                        */
+  I2C_IRQHandler,                           /* 19: I2C ADC/DAC                */
+  0,                                        /* 20: Reserved                   */
+  0,                                        /* 21: Reserved                   */
+  0,                                        /* 22: Reserved                   */
+  0,                                        /* 23: Reserved                   */
+  0,                                        /* 24: Reserved                   */
+  0,                                        /* 25: Reserved                   */
+  0,                                        /* 26: Reserved                   */
+  0,                                        /* 27: Reserved                   */
+  CPU_CLCD_IRQHandler,                      /* 28: Reserved - CPU FPGA CLCD   */
+  0,                                        /* 29: Reserved - CPU FPGA        */
+  UART3_IRQHandler,                         /* 30: UART3    - CPU FPGA        */
+  SPI_IRQHandler                            /* 31: SPI Touchscreen - CPU FPGA */
+};
+
+
+/*----------------------------------------------------------------------------
+  Reset Handler called on controller reset
+ *----------------------------------------------------------------------------*/
+void Reset_Handler(void) {
+  uint32_t *pSrc, *pDest;
+  uint32_t *pTable __attribute__((unused));
+
+/*  Firstly it copies data from read only memory to RAM. There are two schemes
+ *  to copy. One can copy more than one sections. Another can only copy
+ *  one section.  The former scheme needs more instructions and read-only
+ *  data to implement than the latter.
+ *  Macro __STARTUP_COPY_MULTIPLE is used to choose between two schemes.  */
+
+#ifdef __STARTUP_COPY_MULTIPLE
+/*  Multiple sections scheme.
+ *
+ *  Between symbol address __copy_table_start__ and __copy_table_end__,
+ *  there are array of triplets, each of which specify:
+ *    offset 0: LMA of start of a section to copy from
+ *    offset 4: VMA of start of a section to copy to
+ *    offset 8: size of the section to copy. Must be multiply of 4
+ *
+ *  All addresses must be aligned to 4 bytes boundary.
+ */
+  pTable = &__copy_table_start__;
+
+  for (; pTable < &__copy_table_end__; pTable = pTable + 3) {
+		pSrc  = (uint32_t*)*(pTable + 0);
+		pDest = (uint32_t*)*(pTable + 1);
+		for (; pDest < (uint32_t*)(*(pTable + 1) + *(pTable + 2)) ; ) {
+      *pDest++ = *pSrc++;
+		}
+	}
+#else
+/*  Single section scheme.
+ *
+ *  The ranges of copy from/to are specified by following symbols
+ *    __etext: LMA of start of the section to copy from. Usually end of text
+ *    __data_start__: VMA of start of the section to copy to
+ *    __data_end__: VMA of end of the section to copy to
+ *
+ *  All addresses must be aligned to 4 bytes boundary.
+ */
+  pSrc  = &__etext;
+  pDest = &__data_start__;
+
+  for ( ; pDest < &__data_end__ ; ) {
+    *pDest++ = *pSrc++;
+  }
+#endif /*__STARTUP_COPY_MULTIPLE */
+
+/*  This part of work usually is done in C library startup code. Otherwise,
+ *  define this macro to enable it in this startup.
+ *
+ *  There are two schemes too. One can clear multiple BSS sections. Another
+ *  can only clear one section. The former is more size expensive than the
+ *  latter.
+ *
+ *  Define macro __STARTUP_CLEAR_BSS_MULTIPLE to choose the former.
+ *  Otherwise efine macro __STARTUP_CLEAR_BSS to choose the later.
+ */
+#ifdef __STARTUP_CLEAR_BSS_MULTIPLE
+/*  Multiple sections scheme.
+ *
+ *  Between symbol address __copy_table_start__ and __copy_table_end__,
+ *  there are array of tuples specifying:
+ *    offset 0: Start of a BSS section
+ *    offset 4: Size of this BSS section. Must be multiply of 4
+ */
+  pTable = &__zero_table_start__;
+
+  for (; pTable < &__zero_table_end__; pTable = pTable + 2) {
+		pDest = (uint32_t*)*(pTable + 0);
+		for (; pDest < (uint32_t*)(*(pTable + 0) + *(pTable + 1)) ; ) {
+      *pDest++ = 0;
+		}
+	}
+#elif defined (__STARTUP_CLEAR_BSS)
+/*  Single BSS section scheme.
+ *
+ *  The BSS section is specified by following symbols
+ *    __bss_start__: start of the BSS section.
+ *    __bss_end__: end of the BSS section.
+ *
+ *  Both addresses must be aligned to 4 bytes boundary.
+ */
+  pDest = &__bss_start__;
+
+  for ( ; pDest < &__bss_end__ ; ) {
+    *pDest++ = 0UL;
+  }
+#endif /* __STARTUP_CLEAR_BSS_MULTIPLE || __STARTUP_CLEAR_BSS */
+
+#ifndef __NO_SYSTEM_INIT
+	SystemInit();
+#endif
+
+#ifndef __START
+#define __START _start
+#endif
+	__START();
+
+}
+
+
+/*----------------------------------------------------------------------------
+  Default Handler for Exceptions / Interrupts
+ *----------------------------------------------------------------------------*/
+void Default_Handler(void) {
+
+	while(1);
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/startup_ARMCM7.s b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/startup_ARMCM7.s
new file mode 100644
index 0000000..b69f038
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/startup_ARMCM7.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM7.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM7 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/system_ARMCM7.c b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/system_ARMCM7.c
new file mode 100644
index 0000000..65bfaca
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/cifar10/RTE/Device/ARMCM7_SP/system_ARMCM7.c
@@ -0,0 +1,85 @@
+/**************************************************************************//**
+ * @file     system_ARMCM7.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM7 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#if defined (ARMCM7)
+  #include "ARMCM7.h"
+#elif defined (ARMCM7_SP)
+  #include "ARMCM7_SP.h"
+#elif defined (ARMCM7_DP)
+  #include "ARMCM7_DP.h"
+#else
+  #error device not specified!
+#endif
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+#if defined (__FPU_USED) && (__FPU_USED == 1)
+  SCB->CPACR |= ((3U << 10*2) |           /* set CP10 Full Access */
+                 (3U << 11*2)  );         /* set CP11 Full Access */
+#endif
+
+#ifdef UNALIGNED_SUPPORT_DISABLE
+  SCB->CCR |= SCB_CCR_UNALIGN_TRP_Msk;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM0/startup_ARMCM0.s b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM0/startup_ARMCM0.s
new file mode 100644
index 0000000..9fc447d
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM0/startup_ARMCM0.s
@@ -0,0 +1,242 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM0.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM0 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM0/system_ARMCM0.c b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM0/system_ARMCM0.c
new file mode 100644
index 0000000..66829ad
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM0/system_ARMCM0.c
@@ -0,0 +1,56 @@
+/**************************************************************************//**
+ * @file     system_ARMCM0.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM0 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include "ARMCM0.h"
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM3/startup_ARMCM3.s b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM3/startup_ARMCM3.s
new file mode 100644
index 0000000..16e56b0
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM3/startup_ARMCM3.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM3.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM3 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM3/system_ARMCM3.c b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM3/system_ARMCM3.c
new file mode 100644
index 0000000..f08df7a
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM3/system_ARMCM3.c
@@ -0,0 +1,68 @@
+/**************************************************************************//**
+ * @file     system_ARMCM3.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM3 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include "ARMCM3.h"
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM4_FP/startup_ARMCM4.s b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM4_FP/startup_ARMCM4.s
new file mode 100644
index 0000000..dae6439
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM4_FP/startup_ARMCM4.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM4.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM4 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM4_FP/system_ARMCM4.c b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM4_FP/system_ARMCM4.c
new file mode 100644
index 0000000..070fa1e
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM4_FP/system_ARMCM4.c
@@ -0,0 +1,83 @@
+/**************************************************************************//**
+ * @file     system_ARMCM4.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM4 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#if defined (ARMCM4)
+  #include "ARMCM4.h"
+#elif defined (ARMCM4_FP)
+  #include "ARMCM4_FP.h"
+#else
+  #error device not specified!
+#endif
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+#if defined (__FPU_USED) && (__FPU_USED == 1)
+  SCB->CPACR |= ((3U << 10*2) |           /* set CP10 Full Access */
+                 (3U << 11*2)  );         /* set CP11 Full Access */
+#endif
+
+#ifdef UNALIGNED_SUPPORT_DISABLE
+  SCB->CCR |= SCB_CCR_UNALIGN_TRP_Msk;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/gcc_arm.ld b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/gcc_arm.ld
new file mode 100644
index 0000000..b987fd1
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/gcc_arm.ld
@@ -0,0 +1,196 @@
+/* Linker script to configure memory regions. */
+MEMORY
+{
+  FLASH (rx)  : ORIGIN = 0x00000000, LENGTH = 512K
+  RAM   (rwx) : ORIGIN = 0x20000000, LENGTH = 256K
+}
+
+/* Library configurations */
+GROUP(libgcc.a libc.a libm.a libnosys.a)
+
+/* Linker script to place sections and symbol values. Should be used together
+ * with other linker script that defines memory regions FLASH and RAM.
+ * It references following symbols, which must be defined in code:
+ *   Reset_Handler : Entry of reset handler
+ *
+ * It defines following symbols, which code can use without definition:
+ *   __exidx_start
+ *   __exidx_end
+ *   __copy_table_start__
+ *   __copy_table_end__
+ *   __zero_table_start__
+ *   __zero_table_end__
+ *   __etext
+ *   __data_start__
+ *   __preinit_array_start
+ *   __preinit_array_end
+ *   __init_array_start
+ *   __init_array_end
+ *   __fini_array_start
+ *   __fini_array_end
+ *   __data_end__
+ *   __bss_start__
+ *   __bss_end__
+ *   __end__
+ *   end
+ *   __HeapBase
+ *   __HeapLimit
+ *   __StackLimit
+ *   __StackTop
+ *   __stack
+ *   __Vectors_End
+ *   __Vectors_Size
+ */
+ENTRY(Reset_Handler)
+
+SECTIONS
+{
+	.text :
+	{
+		KEEP(*(.vectors))
+		__Vectors_End = .;
+		__Vectors_Size = __Vectors_End - __Vectors;
+		__end__ = .;
+
+		*(.text*)
+
+		KEEP(*(.init))
+		KEEP(*(.fini))
+
+		/* .ctors */
+		*crtbegin.o(.ctors)
+		*crtbegin?.o(.ctors)
+		*(EXCLUDE_FILE(*crtend?.o *crtend.o) .ctors)
+		*(SORT(.ctors.*))
+		*(.ctors)
+
+		/* .dtors */
+ 		*crtbegin.o(.dtors)
+ 		*crtbegin?.o(.dtors)
+ 		*(EXCLUDE_FILE(*crtend?.o *crtend.o) .dtors)
+ 		*(SORT(.dtors.*))
+ 		*(.dtors)
+
+		*(.rodata*)
+
+		KEEP(*(.eh_frame*))
+	} > FLASH
+
+	.ARM.extab :
+	{
+		*(.ARM.extab* .gnu.linkonce.armextab.*)
+	} > FLASH
+
+	__exidx_start = .;
+	.ARM.exidx :
+	{
+		*(.ARM.exidx* .gnu.linkonce.armexidx.*)
+	} > FLASH
+	__exidx_end = .;
+
+	/* To copy multiple ROM to RAM sections,
+	 * uncomment .copy.table section and,
+	 * define __STARTUP_COPY_MULTIPLE in startup_ARMCMx.S */
+	/*
+	.copy.table :
+	{
+		. = ALIGN(4);
+		__copy_table_start__ = .;
+		LONG (__etext)
+		LONG (__data_start__)
+		LONG (__data_end__ - __data_start__)
+		LONG (__etext2)
+		LONG (__data2_start__)
+		LONG (__data2_end__ - __data2_start__)
+		__copy_table_end__ = .;
+	} > FLASH
+	*/
+
+	/* To clear multiple BSS sections,
+	 * uncomment .zero.table section and,
+	 * define __STARTUP_CLEAR_BSS_MULTIPLE in startup_ARMCMx.S */
+	/*
+	.zero.table :
+	{
+		. = ALIGN(4);
+		__zero_table_start__ = .;
+		LONG (__bss_start__)
+		LONG (__bss_end__ - __bss_start__)
+		LONG (__bss2_start__)
+		LONG (__bss2_end__ - __bss2_start__)
+		__zero_table_end__ = .;
+	} > FLASH
+	*/
+
+	__etext = .;
+
+	.data : AT (__etext)
+	{
+		__data_start__ = .;
+		*(vtable)
+		*(.data*)
+
+		. = ALIGN(4);
+		/* preinit data */
+		PROVIDE_HIDDEN (__preinit_array_start = .);
+		KEEP(*(.preinit_array))
+		PROVIDE_HIDDEN (__preinit_array_end = .);
+
+		. = ALIGN(4);
+		/* init data */
+		PROVIDE_HIDDEN (__init_array_start = .);
+		KEEP(*(SORT(.init_array.*)))
+		KEEP(*(.init_array))
+		PROVIDE_HIDDEN (__init_array_end = .);
+
+
+		. = ALIGN(4);
+		/* finit data */
+		PROVIDE_HIDDEN (__fini_array_start = .);
+		KEEP(*(SORT(.fini_array.*)))
+		KEEP(*(.fini_array))
+		PROVIDE_HIDDEN (__fini_array_end = .);
+
+		KEEP(*(.jcr*))
+		. = ALIGN(4);
+		/* All data end */
+		__data_end__ = .;
+
+	} > RAM
+
+	.bss :
+	{
+		. = ALIGN(4);
+		__bss_start__ = .;
+		*(.bss*)
+		*(COMMON)
+		. = ALIGN(4);
+		__bss_end__ = .;
+	} > RAM
+
+	.heap (COPY):
+	{
+		__HeapBase = .;
+		__end__ = .;
+		end = __end__;
+		KEEP(*(.heap*))
+		__HeapLimit = .;
+	} > RAM
+
+	/* .stack_dummy section doesn't contains any symbols. It is only
+	 * used for linker to calculate size of stack sections, and assign
+	 * values to stack symbols later */
+	.stack_dummy (COPY):
+	{
+		KEEP(*(.stack*))
+	} > RAM
+
+	/* Set stack top to end of RAM, and stack limit move down by
+	 * size of stack_dummy section */
+	__StackTop = ORIGIN(RAM) + LENGTH(RAM);
+	__StackLimit = __StackTop - SIZEOF(.stack_dummy);
+	PROVIDE(__stack = __StackTop);
+
+	/* Check if data + heap + stack exceeds RAM limit */
+	ASSERT(__StackLimit >= __HeapLimit, "region RAM overflowed with stack")
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/startup_ARMCM7.c b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/startup_ARMCM7.c
new file mode 100644
index 0000000..26edb9f
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/startup_ARMCM7.c
@@ -0,0 +1,295 @@
+/**************************************************************************//**
+ * @file     startup_ARMCM7.s
+ * @brief    CMSIS Core Device Startup File for
+ *           ARMCM7 Device Series
+ * @version  V5.00
+ * @date     26. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include <stdint.h>
+
+
+/*----------------------------------------------------------------------------
+  Linker generated Symbols
+ *----------------------------------------------------------------------------*/
+extern uint32_t __etext;
+extern uint32_t __data_start__;
+extern uint32_t __data_end__;
+extern uint32_t __copy_table_start__;
+extern uint32_t __copy_table_end__;
+extern uint32_t __zero_table_start__;
+extern uint32_t __zero_table_end__;
+extern uint32_t __bss_start__;
+extern uint32_t __bss_end__;
+extern uint32_t __StackTop;
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Handler Function Prototype
+ *----------------------------------------------------------------------------*/
+typedef void( *pFunc )( void );
+
+
+/*----------------------------------------------------------------------------
+  External References
+ *----------------------------------------------------------------------------*/
+#ifndef __START
+extern void  _start(void) __attribute__((noreturn));    /* PreeMain (C library entry point) */
+#else
+extern int  __START(void) __attribute__((noreturn));    /* main entry point */
+#endif
+
+#ifndef __NO_SYSTEM_INIT
+extern void SystemInit (void);            /* CMSIS System Initialization      */
+#endif
+
+
+/*----------------------------------------------------------------------------
+  Internal References
+ *----------------------------------------------------------------------------*/
+void Default_Handler(void);                          /* Default empty handler */
+void Reset_Handler(void);                            /* Reset Handler */
+
+
+/*----------------------------------------------------------------------------
+  User Initial Stack & Heap
+ *----------------------------------------------------------------------------*/
+#ifndef __STACK_SIZE
+  #define	__STACK_SIZE  0x00000400
+#endif
+static uint8_t stack[__STACK_SIZE] __attribute__ ((aligned(8), used, section(".stack")));
+
+#ifndef __HEAP_SIZE
+  #define	__HEAP_SIZE   0x00000C00
+#endif
+#if __HEAP_SIZE > 0
+static uint8_t heap[__HEAP_SIZE]   __attribute__ ((aligned(8), used, section(".heap")));
+#endif
+
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Handler
+ *----------------------------------------------------------------------------*/
+/* Cortex-M7 Processor Exceptions */
+void NMI_Handler         (void) __attribute__ ((weak, alias("Default_Handler")));
+void HardFault_Handler   (void) __attribute__ ((weak, alias("Default_Handler")));
+void MemManage_Handler   (void) __attribute__ ((weak, alias("Default_Handler")));
+void BusFault_Handler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UsageFault_Handler  (void) __attribute__ ((weak, alias("Default_Handler")));
+void SVC_Handler         (void) __attribute__ ((weak, alias("Default_Handler")));
+void DebugMon_Handler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void PendSV_Handler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void SysTick_Handler     (void) __attribute__ ((weak, alias("Default_Handler")));
+
+/* ARMCM7 Specific Interrupts */
+void WDT_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void RTC_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void TIM0_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void TIM2_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void MCIA_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void MCIB_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART0_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART1_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART2_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART4_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void AACI_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void CLCD_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void ENET_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void USBDC_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void USBHC_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void CHLCD_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void FLEXRAY_IRQHandler  (void) __attribute__ ((weak, alias("Default_Handler")));
+void CAN_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void LIN_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void I2C_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void CPU_CLCD_IRQHandler (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART3_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void SPI_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Vector table
+ *----------------------------------------------------------------------------*/
+const pFunc __Vectors[] __attribute__ ((section(".vectors"))) = {
+  /* Cortex-M7 Exceptions Handler */
+  (pFunc)((uint32_t)&__StackTop),           /*      Initial Stack Pointer     */
+  Reset_Handler,                            /*      Reset Handler             */
+  NMI_Handler,                              /*      NMI Handler               */
+  HardFault_Handler,                        /*      Hard Fault Handler        */
+  MemManage_Handler,                        /*      MPU Fault Handler         */
+  BusFault_Handler,                         /*      Bus Fault Handler         */
+  UsageFault_Handler,                       /*      Usage Fault Handler       */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  SVC_Handler,                              /*      SVCall Handler            */
+  DebugMon_Handler,                         /*      Debug Monitor Handler     */
+  0,                                        /*      Reserved                  */
+  PendSV_Handler,                           /*      PendSV Handler            */
+  SysTick_Handler,                          /*      SysTick Handler           */
+
+  /* External interrupts */
+  WDT_IRQHandler,                           /*  0:  Watchdog Timer            */
+  RTC_IRQHandler,                           /*  1:  Real Time Clock           */
+  TIM0_IRQHandler,                          /*  2:  Timer0 / Timer1           */
+  TIM2_IRQHandler,                          /*  3:  Timer2 / Timer3           */
+  MCIA_IRQHandler,                          /*  4:  MCIa                      */
+  MCIB_IRQHandler,                          /*  5:  MCIb                      */
+  UART0_IRQHandler,                         /*  6:  UART0 - DUT FPGA          */
+  UART1_IRQHandler,                         /*  7:  UART1 - DUT FPGA          */
+  UART2_IRQHandler,                         /*  8:  UART2 - DUT FPGA          */
+  UART4_IRQHandler,                         /*  9:  UART4 - not connected     */
+  AACI_IRQHandler,                          /* 10: AACI / AC97                */
+  CLCD_IRQHandler,                          /* 11: CLCD Combined Interrupt    */
+  ENET_IRQHandler,                          /* 12: Ethernet                   */
+  USBDC_IRQHandler,                         /* 13: USB Device                 */
+  USBHC_IRQHandler,                         /* 14: USB Host Controller        */
+  CHLCD_IRQHandler,                         /* 15: Character LCD              */
+  FLEXRAY_IRQHandler,                       /* 16: Flexray                    */
+  CAN_IRQHandler,                           /* 17: CAN                        */
+  LIN_IRQHandler,                           /* 18: LIN                        */
+  I2C_IRQHandler,                           /* 19: I2C ADC/DAC                */
+  0,                                        /* 20: Reserved                   */
+  0,                                        /* 21: Reserved                   */
+  0,                                        /* 22: Reserved                   */
+  0,                                        /* 23: Reserved                   */
+  0,                                        /* 24: Reserved                   */
+  0,                                        /* 25: Reserved                   */
+  0,                                        /* 26: Reserved                   */
+  0,                                        /* 27: Reserved                   */
+  CPU_CLCD_IRQHandler,                      /* 28: Reserved - CPU FPGA CLCD   */
+  0,                                        /* 29: Reserved - CPU FPGA        */
+  UART3_IRQHandler,                         /* 30: UART3    - CPU FPGA        */
+  SPI_IRQHandler                            /* 31: SPI Touchscreen - CPU FPGA */
+};
+
+
+/*----------------------------------------------------------------------------
+  Reset Handler called on controller reset
+ *----------------------------------------------------------------------------*/
+void Reset_Handler(void) {
+  uint32_t *pSrc, *pDest;
+  uint32_t *pTable __attribute__((unused));
+
+/*  Firstly it copies data from read only memory to RAM. There are two schemes
+ *  to copy. One can copy more than one sections. Another can only copy
+ *  one section.  The former scheme needs more instructions and read-only
+ *  data to implement than the latter.
+ *  Macro __STARTUP_COPY_MULTIPLE is used to choose between two schemes.  */
+
+#ifdef __STARTUP_COPY_MULTIPLE
+/*  Multiple sections scheme.
+ *
+ *  Between symbol address __copy_table_start__ and __copy_table_end__,
+ *  there are array of triplets, each of which specify:
+ *    offset 0: LMA of start of a section to copy from
+ *    offset 4: VMA of start of a section to copy to
+ *    offset 8: size of the section to copy. Must be multiply of 4
+ *
+ *  All addresses must be aligned to 4 bytes boundary.
+ */
+  pTable = &__copy_table_start__;
+
+  for (; pTable < &__copy_table_end__; pTable = pTable + 3) {
+		pSrc  = (uint32_t*)*(pTable + 0);
+		pDest = (uint32_t*)*(pTable + 1);
+		for (; pDest < (uint32_t*)(*(pTable + 1) + *(pTable + 2)) ; ) {
+      *pDest++ = *pSrc++;
+		}
+	}
+#else
+/*  Single section scheme.
+ *
+ *  The ranges of copy from/to are specified by following symbols
+ *    __etext: LMA of start of the section to copy from. Usually end of text
+ *    __data_start__: VMA of start of the section to copy to
+ *    __data_end__: VMA of end of the section to copy to
+ *
+ *  All addresses must be aligned to 4 bytes boundary.
+ */
+  pSrc  = &__etext;
+  pDest = &__data_start__;
+
+  for ( ; pDest < &__data_end__ ; ) {
+    *pDest++ = *pSrc++;
+  }
+#endif /*__STARTUP_COPY_MULTIPLE */
+
+/*  This part of work usually is done in C library startup code. Otherwise,
+ *  define this macro to enable it in this startup.
+ *
+ *  There are two schemes too. One can clear multiple BSS sections. Another
+ *  can only clear one section. The former is more size expensive than the
+ *  latter.
+ *
+ *  Define macro __STARTUP_CLEAR_BSS_MULTIPLE to choose the former.
+ *  Otherwise efine macro __STARTUP_CLEAR_BSS to choose the later.
+ */
+#ifdef __STARTUP_CLEAR_BSS_MULTIPLE
+/*  Multiple sections scheme.
+ *
+ *  Between symbol address __copy_table_start__ and __copy_table_end__,
+ *  there are array of tuples specifying:
+ *    offset 0: Start of a BSS section
+ *    offset 4: Size of this BSS section. Must be multiply of 4
+ */
+  pTable = &__zero_table_start__;
+
+  for (; pTable < &__zero_table_end__; pTable = pTable + 2) {
+		pDest = (uint32_t*)*(pTable + 0);
+		for (; pDest < (uint32_t*)(*(pTable + 0) + *(pTable + 1)) ; ) {
+      *pDest++ = 0;
+		}
+	}
+#elif defined (__STARTUP_CLEAR_BSS)
+/*  Single BSS section scheme.
+ *
+ *  The BSS section is specified by following symbols
+ *    __bss_start__: start of the BSS section.
+ *    __bss_end__: end of the BSS section.
+ *
+ *  Both addresses must be aligned to 4 bytes boundary.
+ */
+  pDest = &__bss_start__;
+
+  for ( ; pDest < &__bss_end__ ; ) {
+    *pDest++ = 0UL;
+  }
+#endif /* __STARTUP_CLEAR_BSS_MULTIPLE || __STARTUP_CLEAR_BSS */
+
+#ifndef __NO_SYSTEM_INIT
+	SystemInit();
+#endif
+
+#ifndef __START
+#define __START _start
+#endif
+	__START();
+
+}
+
+
+/*----------------------------------------------------------------------------
+  Default Handler for Exceptions / Interrupts
+ *----------------------------------------------------------------------------*/
+void Default_Handler(void) {
+
+	while(1);
+}
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/startup_ARMCM7.s b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/startup_ARMCM7.s
new file mode 100644
index 0000000..b69f038
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/startup_ARMCM7.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM7.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM7 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/system_ARMCM7.c b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/system_ARMCM7.c
new file mode 100644
index 0000000..65bfaca
--- /dev/null
+++ b/NN/Examples/ARM/arm_nn_examples/gru/RTE/Device/ARMCM7_SP/system_ARMCM7.c
@@ -0,0 +1,85 @@
+/**************************************************************************//**
+ * @file     system_ARMCM7.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM7 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#if defined (ARMCM7)
+  #include "ARMCM7.h"
+#elif defined (ARMCM7_SP)
+  #include "ARMCM7_SP.h"
+#elif defined (ARMCM7_DP)
+  #include "ARMCM7_DP.h"
+#else
+  #error device not specified!
+#endif
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+#if defined (__FPU_USED) && (__FPU_USED == 1)
+  SCB->CPACR |= ((3U << 10*2) |           /* set CP10 Full Access */
+                 (3U << 11*2)  );         /* set CP11 Full Access */
+#endif
+
+#ifdef UNALIGNED_SUPPORT_DISABLE
+  SCB->CCR |= SCB_CCR_UNALIGN_TRP_Msk;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/NN-example-cifar10.ewp b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/NN-example-cifar10.ewp
new file mode 100644
index 0000000..d3be3cf
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/NN-example-cifar10.ewp
@@ -0,0 +1,2260 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project>
+    <fileVersion>3</fileVersion>
+    <configuration>
+        <name>Debug</name>
+        <toolchain>
+            <name>ARM</name>
+        </toolchain>
+        <debug>1</debug>
+        <settings>
+            <name>General</name>
+            <archiveVersion>3</archiveVersion>
+            <data>
+                <version>30</version>
+                <wantNonLocal>1</wantNonLocal>
+                <debug>1</debug>
+                <option>
+                    <name>ExePath</name>
+                    <state>Debug\Exe</state>
+                </option>
+                <option>
+                    <name>ObjPath</name>
+                    <state>Debug\Obj</state>
+                </option>
+                <option>
+                    <name>ListPath</name>
+                    <state>Debug\List</state>
+                </option>
+                <option>
+                    <name>GEndianMode</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>Input description</name>
+                    <state>Automatic choice of formatter, without multibyte support.</state>
+                </option>
+                <option>
+                    <name>Output description</name>
+                    <state>Automatic choice of formatter, without multibyte support.</state>
+                </option>
+                <option>
+                    <name>GOutputBinary</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGCoreOrChip</name>
+                    <state>2</state>
+                </option>
+                <option>
+                    <name>GRuntimeLibSelect</name>
+                    <version>0</version>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>GRuntimeLibSelectSlave</name>
+                    <version>0</version>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>RTDescription</name>
+                    <state>Use the normal configuration of the C/C++ runtime library. No locale interface, C locale, no file descriptor support, no multibytes in printf and scanf, and no hex floats in strtod.</state>
+                </option>
+                <option>
+                    <name>OGProductVersion</name>
+                    <state>8.22.2.15993</state>
+                </option>
+                <option>
+                    <name>OGLastSavedByProductVersion</name>
+                    <state>8.22.2.15993</state>
+                </option>
+                <option>
+                    <name>GeneralEnableMisra</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>GeneralMisraVerbose</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGChipSelectEditMenu</name>
+                    <state>Default	None</state>
+                </option>
+                <option>
+                    <name>GenLowLevelInterface</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>GEndianModeBE</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>OGBufferedTerminalOutput</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>GenStdoutInterface</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>GeneralMisraRules98</name>
+                    <version>0</version>
+                    <state>1000111110110101101110011100111111101110011011000101110111101101100111111111111100110011111001110111001111111111111111111111111</state>
+                </option>
+                <option>
+                    <name>GeneralMisraVer</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>GeneralMisraRules04</name>
+                    <version>0</version>
+                    <state>111101110010111111111000110111111111111111111111111110010111101111010101111111111111111111111111101111111011111001111011111011111111111111111</state>
+                </option>
+                <option>
+                    <name>RTConfigPath2</name>
+                    <state>$TOOLKIT_DIR$\INC\c\DLib_Config_Normal.h</state>
+                </option>
+                <option>
+                    <name>GBECoreSlave</name>
+                    <version>26</version>
+                    <state>34</state>
+                </option>
+                <option>
+                    <name>OGUseCmsis</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>OGUseCmsisDspLib</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>GRuntimeLibThreads</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CoreVariant</name>
+                    <version>26</version>
+                    <state>34</state>
+                </option>
+                <option>
+                    <name>GFPUDeviceSlave</name>
+                    <state>Default	None</state>
+                </option>
+                <option>
+                    <name>FPU2</name>
+                    <version>0</version>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>NrRegs</name>
+                    <version>0</version>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>NEON</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>GFPUCoreSlave2</name>
+                    <version>26</version>
+                    <state>34</state>
+                </option>
+                <option>
+                    <name>OGCMSISPackSelectDevice</name>
+                </option>
+                <option>
+                    <name>OgLibHeap</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGLibAdditionalLocale</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGPrintfVariant</name>
+                    <version>0</version>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGPrintfMultibyteSupport</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGScanfVariant</name>
+                    <version>0</version>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGScanfMultibyteSupport</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>GenLocaleTags</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>GenLocaleDisplayOnly</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>DSPExtension</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>TrustZone</name>
+                    <state>0</state>
+                </option>
+            </data>
+        </settings>
+        <settings>
+            <name>ICCARM</name>
+            <archiveVersion>2</archiveVersion>
+            <data>
+                <version>34</version>
+                <wantNonLocal>1</wantNonLocal>
+                <debug>1</debug>
+                <option>
+                    <name>CCDefines</name>
+                    <state>ARM_MATH_CM0</state>
+                    <state>$CMSIS_PACK_DEVICE_DEFINES$</state>
+                    <state>_RTE_</state>
+                </option>
+                <option>
+                    <name>CCPreprocFile</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCPreprocComments</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCPreprocLine</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCListCFile</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCListCMnemonics</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCListCMessages</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCListAssFile</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCListAssSource</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCEnableRemarks</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCDiagSuppress</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>CCDiagRemark</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>CCDiagWarning</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>CCDiagError</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>CCObjPrefix</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCAllowList</name>
+                    <version>1</version>
+                    <state>11111110</state>
+                </option>
+                <option>
+                    <name>CCDebugInfo</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>IEndianMode</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>IProcessor</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>IExtraOptionsCheck</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IExtraOptions</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>CCLangConformance</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCSignedPlainChar</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCRequirePrototypes</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCDiagWarnAreErr</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCCompilerRuntimeInfo</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IFpuProcessor</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>OutputFile</name>
+                    <state>$FILE_BNAME$.o</state>
+                </option>
+                <option>
+                    <name>CCLibConfigHeader</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>PreInclude</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>CompilerMisraOverride</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCIncludePath2</name>
+                    <state>$CMSIS_PACK_DEVICE_INCLUDES$</state>
+                    <state>$CMSIS_PACK_INCLUDES$</state>
+                </option>
+                <option>
+                    <name>CCStdIncCheck</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCCodeSection</name>
+                    <state>.text</state>
+                </option>
+                <option>
+                    <name>IProcessorMode2</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCOptLevel</name>
+                    <state>3</state>
+                </option>
+                <option>
+                    <name>CCOptStrategy</name>
+                    <version>0</version>
+                    <state>2</state>
+                </option>
+                <option>
+                    <name>CCOptLevelSlave</name>
+                    <state>3</state>
+                </option>
+                <option>
+                    <name>CompilerMisraRules98</name>
+                    <version>0</version>
+                    <state>1000111110110101101110011100111111101110011011000101110111101101100111111111111100110011111001110111001111111111111111111111111</state>
+                </option>
+                <option>
+                    <name>CompilerMisraRules04</name>
+                    <version>0</version>
+                    <state>111101110010111111111000110111111111111111111111111110010111101111010101111111111111111111111111101111111011111001111011111011111111111111111</state>
+                </option>
+                <option>
+                    <name>CCPosIndRopi</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCPosIndRwpi</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCPosIndNoDynInit</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccLang</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccCDialect</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>IccAllowVLA</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccStaticDestr</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>IccCppInlineSemantics</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccCmsis</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>IccFloatSemantics</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCOptimizationNoSizeConstraints</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCNoLiteralPool</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCOptStrategySlave</name>
+                    <version>0</version>
+                    <state>2</state>
+                </option>
+                <option>
+                    <name>CCGuardCalls</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCEncSource</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCEncOutput</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCEncOutputBom</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCEncInput</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccExceptions2</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccRTTI2</name>
+                    <state>0</state>
+                </option>
+            </data>
+        </settings>
+        <settings>
+            <name>AARM</name>
+            <archiveVersion>2</archiveVersion>
+            <data>
+                <version>10</version>
+                <wantNonLocal>1</wantNonLocal>
+                <debug>1</debug>
+                <option>
+                    <name>AObjPrefix</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>AEndian</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>ACaseSensitivity</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>MacroChars</name>
+                    <version>0</version>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>AWarnEnable</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>AWarnWhat</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>AWarnOne</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>AWarnRange1</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>AWarnRange2</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>ADebug</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>AltRegisterNames</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>ADefines</name>
+                    <state>$CMSIS_PACK_DEVICE_DEFINES$</state>
+                    <state>_RTE_</state>
+                </option>
+                <option>
+                    <name>AList</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>AListHeader</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>AListing</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>Includes</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>MacDefs</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>MacExps</name>
+                    <state>1</state>
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+                <extensions></extensions>
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+        <settings>
+            <name>BUILDACTION</name>
+            <archiveVersion>1</archiveVersion>
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+                <prebuild></prebuild>
+                <postbuild></postbuild>
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+                    <name>IlinkRawBinaryAlign</name>
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+                    <name>IlinkSuppressDiags</name>
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+                    <name>IlinkTreatAsRem</name>
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+                    <name>IlinkTreatAsWarn</name>
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+                <option>
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+                    <state>###Unitialized###</state>
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+            <name>BILINK</name>
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+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\FullyConnectedFunctions\arm_fully_connected_mat_q7_vec_q15_opt.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\FullyConnectedFunctions\arm_fully_connected_q15.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\FullyConnectedFunctions\arm_fully_connected_q15_opt.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\FullyConnectedFunctions\arm_fully_connected_q7.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\FullyConnectedFunctions\arm_fully_connected_q7_opt.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\ActivationFunctions\arm_nn_activations_q15.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\ActivationFunctions\arm_nn_activations_q7.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\ConvolutionFunctions\arm_nn_mat_mult_kernel_q7_q15.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\ConvolutionFunctions\arm_nn_mat_mult_kernel_q7_q15_reordered.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\NNSupportFunctions\arm_nn_mult_q15.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\NNSupportFunctions\arm_nn_mult_q7.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Include\arm_nnfunctions.h</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\NNSupportFunctions\arm_nntables.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\PoolingFunctions\arm_pool_q7_HWC.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\NNSupportFunctions\arm_q7_to_q15_no_shift.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\NNSupportFunctions\arm_q7_to_q15_reordered_no_shift.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\ActivationFunctions\arm_relu_q15.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\ActivationFunctions\arm_relu_q7.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\SoftmaxFunctions\arm_softmax_q15.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\NN\Source\SoftmaxFunctions\arm_softmax_q7.c</name>
+            </file>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\Documentation\NN\html\index.html</name>
+            </file>
+        </group>
+        <group>
+            <name>CMSIS CORE</name>
+            <tag>CMSISPack.Component</tag>
+            <file>
+                <name>${CMSIS_PACK_PATH_ARM#CMSIS#5.5.0-dev0}$\CMSIS\Documentation\Core\html\index.html</name>
+            </file>
+        </group>
+    </group>
+    <group>
+        <name>Documentation</name>
+        <file>
+            <name>$PROJ_DIR$\..\readme_iar.txt</name>
+        </file>
+    </group>
+    <group>
+        <name>Source code</name>
+        <file>
+            <name>$PROJ_DIR$\arm_nnexamples_cifar10.cpp</name>
+        </file>
+    </group>
+    <cmsisPackSettings>
+        <rte>&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;
+&lt;configuration xmlns:xs="http://www.w3.org/2001/XMLSchema-instance"&gt;
+&lt;packages/&gt;
+&lt;device Dclock="10000000" Dcore="Cortex-M0" DcoreVersion="r0p0" Dendian="Little-endian" Dfamily="ARM Cortex M0" Dfpu="NO_FPU" Dmpu="NO_MPU" Dname="ARMCM0" Dvendor="ARM:82" Pname=""&gt;
+&lt;url&gt;http://www.keil.com/dd2/arm/armcm0&lt;/url&gt;
+&lt;package name="CMSIS" url="http://www.keil.com/pack/" vendor="ARM" version="5.5.0-dev0"/&gt;
+&lt;/device&gt;
+&lt;toolchain Tcompiler="IAR" Toutput="exe"/&gt;
+&lt;components&gt;
+&lt;component Cclass="CMSIS" Cgroup="CORE" Cvendor="ARM" Cversion="5.1.2"&gt;
+&lt;package name="CMSIS" url="http://www.keil.com/pack/" vendor="ARM" version="5.5.0-dev0"/&gt;
+&lt;file category="doc" name="CMSIS/Documentation/Core/html/index.html"/&gt;
+&lt;file category="include" name="CMSIS/Core/Include/"/&gt;
+&lt;/component&gt;
+&lt;component Cclass="CMSIS" Cgroup="NN Lib" Cvendor="ARM" Cversion="1.1.0"&gt;
+&lt;package name="CMSIS" url="http://www.keil.com/pack/" vendor="ARM" version="5.5.0-dev0"/&gt;
+&lt;file category="doc" name="CMSIS/Documentation/NN/html/index.html"/&gt;
+&lt;file category="header" name="CMSIS/NN/Include/arm_nnfunctions.h"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ActivationFunctions/arm_nn_activations_q7.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ActivationFunctions/arm_nn_activations_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ActivationFunctions/arm_relu_q7.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ActivationFunctions/arm_relu_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_HWC_q7_RGB.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_HWC_q15_basic.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_HWC_q15_fast.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_depthwise_separable_conv_HWC_q7.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_depthwise_separable_conv_HWC_q7_nonsquare.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_nn_mat_mult_kernel_q7_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_nn_mat_mult_kernel_q7_q15_reordered.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_1x1_HWC_q7_fast_nonsquare.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_HWC_q7_basic.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_HWC_q7_basic_nonsquare.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_HWC_q7_fast.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/ConvolutionFunctions/arm_convolve_HWC_q7_fast_nonsquare.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_q7.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_q7_opt.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_q15_opt.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_mat_q7_vec_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_mat_q7_vec_q15_opt.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_q7_to_q15_reordered_no_shift.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_nntables.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_q7_to_q15_no_shift.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_nn_mult_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_nn_mult_q7.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/PoolingFunctions/arm_pool_q7_HWC.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/SoftmaxFunctions/arm_softmax_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/SoftmaxFunctions/arm_softmax_q7.c"/&gt;
+&lt;/component&gt;
+&lt;component Cclass="Device" Cgroup="Startup" Cvendor="ARM" Cversion="1.0.1" deviceDependent="1"&gt;
+&lt;package name="CMSIS" url="http://www.keil.com/pack/" vendor="ARM" version="5.5.0-dev0"/&gt;
+&lt;file category="header" deviceDependent="1" name="Device/ARM/ARMCM0/Include/ARMCM0.h"/&gt;
+&lt;file attr="config" category="sourceAsm" condition="IAR" deviceDependent="1" name="Device/ARM/ARMCM0/Source/IAR/startup_ARMCM0.s" version="1.0.0"/&gt;
+&lt;file attr="config" category="sourceC" deviceDependent="1" name="Device/ARM/ARMCM0/Source/system_ARMCM0.c" version="1.0.0"/&gt;
+&lt;/component&gt;
+&lt;/components&gt;
+&lt;apis/&gt;
+&lt;/configuration&gt;
+</rte>
+    </cmsisPackSettings>
+</project>
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10.cpp b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10.cpp
new file mode 100644
index 0000000..471899c
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10.cpp
@@ -0,0 +1,196 @@
+/* ----------------------------------------------------------------------
+* Copyright (C) 2010-2018 Arm Limited. All rights reserved.
+*
+*
+* Project:       CMSIS NN Library
+* Title:         arm_nnexamples_cifar10.cpp
+*
+* Description:   Convolutional Neural Network 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 CNNExample Convolutional Neural Network Example
+ *
+ * \par Description:
+ * \par
+ * Demonstrates a convolutional neural network (CNN) example with the use of convolution,
+ * ReLU activation, pooling and fully-connected functions.
+ *
+ * \par Model definition:
+ * \par
+ * The CNN used in this example is based on CIFAR-10 example from Caffe [1]. 
+ * The neural network consists
+ * of 3 convolution layers interspersed by ReLU activation and max pooling layers, followed by a 
+ * fully-connected layer at the end. The input to the network is a 32x32 pixel color image, which will 
+ * be classified into one of the 10 output classes. 
+ * This example model implementation needs 32.3 KB to store weights, 40 KB for activations and 
+ * 3.1 KB for storing the \c im2col data.
+ *
+ * \image html CIFAR10_CNN.gif "Neural Network model definition"
+ *
+ * \par Variables Description:
+ * \par
+ * \li \c conv1_wt, \c conv2_wt, \c conv3_wt are convolution layer weight matrices
+ * \li \c conv1_bias, \c conv2_bias, \c conv3_bias are convolution layer bias arrays
+ * \li \c ip1_wt, ip1_bias point to fully-connected layer weights and biases
+ * \li \c input_data points to the input image data
+ * \li \c output_data points to the classification output
+ * \li \c col_buffer is a buffer to store the \c im2col output
+ * \li \c scratch_buffer is used to store the activation data (intermediate layer outputs)
+ *
+ * \par CMSIS DSP Software Library Functions Used:
+ * \par
+ * - arm_convolve_HWC_q7_RGB()
+ * - arm_convolve_HWC_q7_fast()
+ * - arm_relu_q7()
+ * - arm_maxpool_q7_HWC()
+ * - arm_avepool_q7_HWC()
+ * - arm_fully_connected_q7_opt()
+ * - arm_fully_connected_q7()
+ *
+ * <b> Refer  </b>
+ * \link arm_nnexamples_cifar10.cpp \endlink
+ *
+ * \par [1] https://github.com/BVLC/caffe
+ */
+
+#include <stdint.h>
+#include <stdio.h>
+#include "arm_math.h"
+#include "arm_nnexamples_cifar10_parameter.h"
+#include "arm_nnexamples_cifar10_weights.h"
+
+#include "arm_nnfunctions.h"
+#include "arm_nnexamples_cifar10_inputs.h"
+
+#ifdef _RTE_
+#include "RTE_Components.h"
+#ifdef RTE_Compiler_EventRecorder
+#include "EventRecorder.h"
+#endif
+#endif
+
+// include the input and weights
+
+static q7_t conv1_wt[CONV1_IM_CH * CONV1_KER_DIM * CONV1_KER_DIM * CONV1_OUT_CH] = CONV1_WT;
+static q7_t conv1_bias[CONV1_OUT_CH] = CONV1_BIAS;
+
+static q7_t conv2_wt[CONV2_IM_CH * CONV2_KER_DIM * CONV2_KER_DIM * CONV2_OUT_CH] = CONV2_WT;
+static q7_t conv2_bias[CONV2_OUT_CH] = CONV2_BIAS;
+
+static q7_t conv3_wt[CONV3_IM_CH * CONV3_KER_DIM * CONV3_KER_DIM * CONV3_OUT_CH] = CONV3_WT;
+static q7_t conv3_bias[CONV3_OUT_CH] = CONV3_BIAS;
+
+static q7_t ip1_wt[IP1_DIM * IP1_OUT] = IP1_WT;
+static q7_t ip1_bias[IP1_OUT] = IP1_BIAS;
+
+/* Here the image_data should be the raw uint8 type RGB image in [RGB, RGB, RGB ... RGB] format */
+uint8_t   image_data[CONV1_IM_CH * CONV1_IM_DIM * CONV1_IM_DIM] = IMG_DATA;
+q7_t      output_data[IP1_OUT];
+
+//vector buffer: max(im2col buffer,average pool buffer, fully connected buffer)
+q7_t      col_buffer[2 * 5 * 5 * 32 * 2];
+
+q7_t      scratch_buffer[32 * 32 * 10 * 4];
+
+int main()
+{
+  #ifdef RTE_Compiler_EventRecorder
+  EventRecorderInitialize (EventRecordAll, 1);  // initialize and start Event Recorder
+  #endif
+
+  printf("start execution\n");
+  /* start the execution */
+
+  q7_t     *img_buffer1 = scratch_buffer;
+  q7_t     *img_buffer2 = img_buffer1 + 32 * 32 * 32;
+
+  /* input pre-processing */
+  int mean_data[3] = INPUT_MEAN_SHIFT;
+  unsigned int scale_data[3] = INPUT_RIGHT_SHIFT;
+  for (int i=0;i<32*32*3; i+=3) {
+    img_buffer2[i] =   (q7_t)__SSAT( ((((int)image_data[i]   - mean_data[0])<<7) + (0x1<<(scale_data[0]-1)))
+                             >> scale_data[0], 8);
+    img_buffer2[i+1] = (q7_t)__SSAT( ((((int)image_data[i+1] - mean_data[1])<<7) + (0x1<<(scale_data[1]-1)))
+                             >> scale_data[1], 8);
+    img_buffer2[i+2] = (q7_t)__SSAT( ((((int)image_data[i+2] - mean_data[2])<<7) + (0x1<<(scale_data[2]-1)))
+                             >> scale_data[2], 8);
+  }
+  
+  // conv1 img_buffer2 -> img_buffer1
+  arm_convolve_HWC_q7_RGB(img_buffer2, CONV1_IM_DIM, CONV1_IM_CH, conv1_wt, CONV1_OUT_CH, CONV1_KER_DIM, CONV1_PADDING,
+                          CONV1_STRIDE, conv1_bias, CONV1_BIAS_LSHIFT, CONV1_OUT_RSHIFT, img_buffer1, CONV1_OUT_DIM,
+                          (q15_t *) col_buffer, NULL);
+
+  arm_relu_q7(img_buffer1, CONV1_OUT_DIM * CONV1_OUT_DIM * CONV1_OUT_CH);
+
+  // pool1 img_buffer1 -> img_buffer2
+  arm_maxpool_q7_HWC(img_buffer1, CONV1_OUT_DIM, CONV1_OUT_CH, POOL1_KER_DIM,
+                     POOL1_PADDING, POOL1_STRIDE, POOL1_OUT_DIM, NULL, img_buffer2);
+
+  // conv2 img_buffer2 -> img_buffer1
+  arm_convolve_HWC_q7_fast(img_buffer2, CONV2_IM_DIM, CONV2_IM_CH, conv2_wt, CONV2_OUT_CH, CONV2_KER_DIM,
+                           CONV2_PADDING, CONV2_STRIDE, conv2_bias, CONV2_BIAS_LSHIFT, CONV2_OUT_RSHIFT, img_buffer1,
+                           CONV2_OUT_DIM, (q15_t *) col_buffer, NULL);
+
+  arm_relu_q7(img_buffer1, CONV2_OUT_DIM * CONV2_OUT_DIM * CONV2_OUT_CH);
+
+  // pool2 img_buffer1 -> img_buffer2
+  arm_maxpool_q7_HWC(img_buffer1, CONV2_OUT_DIM, CONV2_OUT_CH, POOL2_KER_DIM,
+                     POOL2_PADDING, POOL2_STRIDE, POOL2_OUT_DIM, col_buffer, img_buffer2);
+
+// conv3 img_buffer2 -> img_buffer1
+  arm_convolve_HWC_q7_fast(img_buffer2, CONV3_IM_DIM, CONV3_IM_CH, conv3_wt, CONV3_OUT_CH, CONV3_KER_DIM,
+                           CONV3_PADDING, CONV3_STRIDE, conv3_bias, CONV3_BIAS_LSHIFT, CONV3_OUT_RSHIFT, img_buffer1,
+                           CONV3_OUT_DIM, (q15_t *) col_buffer, NULL);
+
+  arm_relu_q7(img_buffer1, CONV3_OUT_DIM * CONV3_OUT_DIM * CONV3_OUT_CH);
+
+  // pool3 img_buffer-> img_buffer2
+  arm_maxpool_q7_HWC(img_buffer1, CONV3_OUT_DIM, CONV3_OUT_CH, POOL3_KER_DIM,
+                     POOL3_PADDING, POOL3_STRIDE, POOL3_OUT_DIM, col_buffer, img_buffer2);
+
+  arm_fully_connected_q7_opt(img_buffer2, ip1_wt, IP1_DIM, IP1_OUT, IP1_BIAS_LSHIFT, IP1_OUT_RSHIFT, ip1_bias,
+                             output_data, (q15_t *) img_buffer1);
+
+  arm_softmax_q7(output_data, 10, output_data);
+
+  for (int i = 0; i < 10; i++)
+  {
+      printf("%d: %d\n", i, output_data[i]);
+  }
+
+  return 0;
+}
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_inputs.h b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_inputs.h
new file mode 100644
index 0000000..c600c5a
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_inputs.h
@@ -0,0 +1,6 @@
+/* Here are two different test images */
+
+//#define IMG_DATA {158,112,49,159,111,47,165,116,51,166,118,53,160,112,46,156,109,41,162,115,47,159,113,45,158,111,44,159,113,41,161,116,41,160,111,52,161,111,49,166,117,41,169,117,45,170,119,44,167,117,40,162,113,38,160,111,39,160,112,43,156,109,44,149,107,45,150,107,45,148,106,43,149,107,44,143,101,39,140,98,43,141,97,41,143,97,38,137,95,36,126,91,36,116,85,33,152,112,51,151,110,40,159,114,45,166,116,56,162,112,49,160,113,43,164,117,47,162,114,45,163,116,46,156,110,38,155,111,41,159,110,54,163,113,52,170,119,41,171,117,40,171,115,33,169,115,30,160,111,33,154,112,41,151,115,50,145,110,53,139,104,55,140,102,52,141,100,48,149,105,50,147,102,46,145,102,45,142,97,38,143,98,34,136,95,31,125,91,32,119,88,34,151,110,47,151,109,33,158,111,36,167,111,48,160,106,42,163,115,44,165,117,45,165,117,45,163,115,43,162,115,43,158,114,48,157,109,57,161,111,51,166,115,38,167,114,37,169,113,35,170,116,39,159,114,47,145,111,54,121,96,49,110,90,52,98,78,50,101,77,47,114,85,50,120,86,48,134,96,55,143,103,51,140,99,39,142,99,35,139,98,34,130,95,34,120,89,33,155,107,40,155,110,32,160,109,31,174,112,44,167,110,43,167,117,46,169,120,48,169,119,48,165,115,44,165,117,45,167,123,57,191,146,95,177,130,75,157,111,41,162,115,47,164,114,54,158,112,58,149,111,67,104,80,47,103,87,65,98,90,76,92,90,84,80,75,66,74,63,50,86,70,52,83,62,39,113,85,45,132,98,46,140,102,43,140,101,39,136,99,39,127,94,36,155,107,41,156,114,48,161,115,49,170,114,47,169,114,43,163,113,40,169,120,47,166,116,44,164,113,41,164,116,42,173,128,59,246,214,164,195,156,107,151,114,56,146,111,60,142,108,71,111,80,50,78,53,31,85,69,56,113,103,98,112,110,111,106,114,118,97,102,105,93,94,93,74,72,67,84,78,70,85,73,47,105,83,45,128,96,48,138,101,46,133,94,36,129,93,36,148,109,54,133,104,64,130,100,57,147,112,53,161,115,44,165,113,39,167,116,41,167,115,41,163,111,37,165,116,39,163,118,42,180,138,85,157,122,78,128,102,58,97,75,43,66,50,31,69,58,43,66,56,45,89,83,76,118,113,110,122,121,120,119,122,122,114,116,116,94,96,96,99,100,97,91,91,86,58,58,47,67,58,37,108,84,49,140,105,58,138,98,44,134,95,40,127,100,57,109,95,80,47,37,17,88,74,28,153,117,48,170,118,43,168,115,40,170,118,43,169,117,42,166,116,37,164,120,39,147,107,52,129,98,59,127,108,75,100,87,70,68,67,57,78,83,72,72,75,64,83,84,74,132,130,121,146,142,132,124,118,108,105,99,90,107,102,94,115,111,103,85,83,77,63,71,69,46,47,39,79,61,36,132,98,58,141,99,48,134,93,39,131,115,90,99,96,92,42,43,38,70,64,41,143,111,56,167,117,42,165,114,36,168,116,39,171,119,49,161,113,51,140,109,51,120,94,49,130,110,77,144,131,107,116,106,93,88,87,79,91,95,88,85,88,82,77,77,69,124,118,107,163,153,140,136,124,112,102,93,81,106,98,88,100,93,84,85,81,74,54,60,58,49,53,49,57,47,32,107,83,50,138,103,51,136,97,39,170,161,144,103,105,105,54,58,59,124,121,113,153,124,82,161,113,43,163,117,41,166,122,50,165,121,66,174,135,95,113,89,59,125,105,78,157,141,121,156,143,128,121,111,101,86,80,74,82,81,77,84,85,82,80,78,73,81,71,61,138,125,112,146,135,123,113,103,93,87,79,70,83,77,69,86,82,76,71,73,67,56,57,53,40,35,27,74,59,35,133,106,59,137,103,45,180,176,163,134,139,143,94,100,105,154,154,149,174,149,112,158,116,51,156,116,47,153,118,60,207,180,146,237,214,198,207,180,166,156,131,119,174,153,145,148,131,125,125,110,107,93,85,79,86,84,79,74,74,71,59,57,53,76,68,58,137,125,112,143,133,122,133,124,114,106,98,89,86,81,74,87,85,78,84,85,78,75,76,71,50,49,43,40,30,15,95,75,44,132,103,57,183,183,175,108,116,122,142,151,158,165,169,168,177,156,122,155,112,50,159,118,51,122,89,47,213,197,179,237,224,226,220,191,188,164,135,131,183,159,155,156,137,132,125,108,104,120,111,104,78,76,69,80,80,77,45,44,40,91,85,77,175,165,154,157,147,137,155,147,138,107,100,92,87,83,77,103,102,96,88,88,79,78,79,73,59,59,59,41,36,33,59,46,31,104,81,46,188,191,189,100,108,116,135,144,153,170,175,178,187,167,136,166,120,59,173,123,55,134,93,44,117,95,80,194,182,188,199,171,164,170,142,133,185,161,151,189,171,159,134,119,106,117,107,95,102,98,89,84,84,79,38,38,34,125,121,113,210,201,192,160,152,142,146,139,130,93,89,82,83,80,75,94,93,88,104,104,94,85,87,81,73,75,78,55,53,55,62,55,48,76,56,26,189,194,194,90,96,105,127,134,144,175,180,185,174,156,133,166,123,68,178,123,53,159,109,47,97,68,44,168,154,152,168,144,126,137,114,94,186,166,148,216,202,183,160,149,129,123,113,98,120,114,105,115,114,109,50,50,47,150,147,140,194,187,178,155,149,140,123,118,111,91,88,83,84,83,79,84,84,80,95,95,85,86,87,81,84,87,89,73,73,73,79,74,64,73,55,24,189,192,193,93,95,103,152,154,163,185,188,192,119,110,98,136,106,66,173,124,58,167,116,50,103,72,39,147,132,120,145,125,103,167,149,127,189,174,155,226,216,200,180,172,157,141,131,117,126,117,107,117,114,109,71,71,68,154,152,147,186,181,174,149,144,136,114,110,104,87,85,80,80,80,76,72,73,70,80,80,72,99,100,94,100,101,99,90,88,81,97,89,69,94,73,34,194,196,196,108,107,112,168,167,172,186,186,188,105,109,109,99,89,67,156,119,62,167,122,55,100,74,34,115,106,88,138,123,103,198,185,169,190,180,169,172,165,159,145,140,140,154,143,134,146,136,125,103,100,95,71,71,70,152,152,149,179,175,170,137,133,127,130,128,122,110,109,105,85,86,83,91,93,91,95,96,90,109,110,104,115,116,111,100,96,80,97,85,53,117,95,47,197,197,197,132,129,136,172,167,174,184,178,181,130,137,142,78,83,77,140,120,88,155,125,77,115,94,52,130,120,93,143,131,116,230,221,211,242,236,230,145,138,137,135,130,130,131,121,112,121,112,101,108,104,95,95,88,75,144,134,118,168,159,146,152,147,138,112,108,101,87,85,80,71,72,68,87,88,87,105,104,99,112,109,99,120,110,93,103,86,54,121,96,48,136,104,48,203,203,204,146,146,160,168,164,178,191,182,188,168,170,172,78,86,90,126,125,126,138,126,113,138,121,82,96,80,37,154,143,133,173,163,155,162,152,141,140,132,117,113,106,88,113,106,90,101,101,92,105,101,87,112,90,58,171,143,104,156,138,109,148,141,126,135,130,118,109,105,97,78,76,72,79,79,77,94,93,94,101,91,82,107,83,55,125,88,45,151,108,55,144,104,46,214,215,215,163,166,180,164,167,184,183,184,194,176,182,186,94,102,105,96,96,102,156,149,145,148,137,111,106,93,61,129,116,105,118,105,95,114,102,89,116,105,89,102,91,73,115,110,98,86,91,88,101,103,95,144,128,102,118,96,64,68,56,32,128,120,105,133,126,115,75,69,61,60,56,51,58,56,53,71,70,65,102,93,78,116,94,64,143,112,68,150,116,64,140,110,54,212,211,205,178,184,192,167,175,189,173,181,193,176,184,188,124,131,133,86,88,96,141,139,143,153,148,141,135,128,111,104,90,80,77,64,55,134,121,108,124,111,96,129,117,100,147,143,133,85,92,93,92,96,93,150,139,120,132,117,93,117,109,92,107,99,86,75,68,58,64,59,52,44,41,39,65,62,60,86,69,40,133,105,59,155,119,62,160,120,54,154,115,45,151,111,46,199,192,180,187,189,187,171,176,181,174,179,185,177,182,184,144,149,152,86,90,99,119,121,132,122,124,130,137,136,135,144,134,126,70,59,51,129,118,108,108,97,86,145,134,123,184,176,168,116,118,118,73,75,73,131,119,103,137,124,105,134,129,118,89,86,78,51,49,44,52,51,50,47,49,52,90,90,93,121,91,60,163,118,68,171,121,64,164,113,52,158,111,50,149,107,46,165,156,146,195,193,187,179,178,175,177,173,172,181,181,180,152,157,160,99,103,111,131,135,146,171,175,185,103,105,111,93,90,87,80,77,73,93,90,86,122,118,116,178,173,173,191,182,177,150,148,148,100,100,101,89,78,66,87,77,63,60,61,57,46,52,54,38,46,51,24,33,41,46,57,69,60,71,83,108,100,75,144,125,82,144,123,76,128,109,61,127,113,69,120,105,63,117,120,124,195,200,200,177,178,176,178,169,168,181,179,179,138,144,147,83,87,91,150,153,159,245,247,250,219,222,225,133,140,144,134,141,147,149,156,164,176,182,192,190,196,208,194,192,197,168,172,181,125,133,143,110,109,109,61,62,62,35,49,58,34,54,68,49,70,87,58,81,102,61,85,110,58,84,111,69,99,122,72,101,119,78,104,120,69,96,112,59,92,112,55,90,115,79,105,133,175,197,213,174,183,192,176,172,177,177,177,182,140,146,150,109,112,113,211,211,209,253,252,247,252,253,252,208,224,232,124,143,157,114,132,149,124,141,162,116,133,156,122,133,152,104,124,148,68,93,119,68,87,104,60,82,101,52,84,111,50,84,110,51,85,115,56,93,125,56,94,131,51,91,130,43,96,135,51,104,141,59,108,142,48,97,132,43,97,137,42,95,132,41,89,135,96,137,168,144,168,188,168,174,188,178,182,192,165,170,174,165,166,164,246,245,237,253,251,241,227,231,228,110,136,153,60,88,111,53,80,105,49,76,105,49,75,107,48,72,101,45,79,115,42,81,120,46,81,113,42,82,116,38,86,125,46,90,125,46,89,126,43,87,128,42,89,132,46,93,139,46,94,137,50,96,137,55,96,135,53,94,134,51,95,139,45,90,133,29,91,141,29,87,130,59,102,134,131,153,176,166,179,191,132,136,137,194,189,181,254,250,242,241,245,245,141,159,175,61,94,127,50,84,118,50,84,119,51,85,121,49,83,120,50,84,116,47,86,117,42,84,117,39,82,115,34,79,113,35,83,120,39,86,125,38,85,125,42,89,130,45,92,134,56,103,145,62,103,142,59,101,142,56,102,146,50,99,144,46,94,140,51,103,149,48,111,162,30,94,140,34,85,124,73,106,136,128,148,167,128,136,143,215,213,209,255,253,249,187,198,205,66,93,118,54,91,128,50,88,125,52,90,127,52,90,127,46,83,121,45,82,115,43,82,113,41,81,112,36,80,113,39,83,117,40,86,123,40,89,131,43,92,134,46,95,138,59,108,150,62,110,152,64,109,147,59,108,149,54,108,154,50,105,152,70,123,167,83,137,182,52,114,165,35,99,147,31,86,130,41,83,122,66,95,126,128,145,164,224,229,234,240,245,247,124,143,153,58,92,114,49,87,123,56,94,131,54,92,129,44,82,119,44,82,119,47,83,119,46,84,119,43,83,119,43,86,123,44,88,127,44,90,131,45,97,141,54,106,150,58,110,154,54,105,150,46,97,141,43,95,140,36,91,138,51,108,158,73,130,178,85,138,182,76,125,169,50,110,162,35,98,149,29,89,138,35,86,133,44,83,126,78,106,138,202,219,233,211,228,234,97,126,140,65,104,126,54,94,129,48,87,124,58,97,133,48,87,123,40,80,116,45,82,119,47,84,122,48,87,126,47,89,130,46,89,132,51,97,140,39,92,138,39,93,139,48,102,148,47,101,147,39,93,139,28,85,133,40,101,153,67,129,182,67,126,176,46,98,142,51,96,139,50,108,161,35,97,147,32,92,143,33,88,141,41,88,138,46,84,125,104,133,159,170,197,211,64,100,119,54,97,121,52,94,128,53,95,130,61,103,139,58,100,135,54,96,131,45,83,120,42,79,118,41,80,120,46,88,130,49,92,135,46,92,136,42,95,139,40,93,138,39,92,136,37,90,135,40,93,138,44,102,151,63,125,178,47,110,164,31,90,140,15,60,103,51,93,136,68,124,177,42,100,148,31,88,137,38,91,146,37,87,139,43,89,132,42,79,113,71,107,133,49,89,114,31,77,105,27,71,105,38,82,117,49,93,128,56,100,135,58,102,137,53,92,128,56,94,131,60,99,137,57,99,139,53,97,138,50,95,137,45,94,136,39,88,131,33,83,125,42,91,133,62,112,154,79,132,179,73,131,181,56,116,168,38,97,146,13,64,108,40,85,127,61,116,168,49,102,148,35,85,132,43,91,143,39,90,139,42,92,134,44,88,125,40,81,112,42,85,115,27,72,104,23,67,102,30,74,109,27,71,106,29,73,108,36,80,115,47,86,120,56,95,128,62,101,135,66,109,144,75,119,156,69,113,152,49,95,134,43,88,127,43,88,127,60,105,144,85,130,170,109,156,197,93,145,190,60,115,164,26,82,130,29,82,126,20,64,107,54,107,160,56,105,149,45,89,132,43,86,134,40,89,134,40,92,132,40,87,123,38,81,115,36,79,114,26,69,105,22,66,101,29,73,108,25,69,104,29,73,108,19,63,98,18,58,89,32,70,100,47,87,118,61,104,137,74,119,152,66,111,145,53,96,131,52,95,130,45,87,123,67,109,145,89,131,167,105,146,182,89,135,175,48,99,145,24,77,124,34,84,129,21,67,110}
+
+
+#define IMG_DATA {235,235,235,231,231,231,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,232,233,233,233,233,233,233,233,233,233,233,233,233,233,233,233,233,232,233,233,231,233,232,231,233,231,233,233,230,233,232,232,232,234,232,231,234,232,232,232,233,233,230,232,233,231,233,233,233,232,232,232,232,232,232,232,232,232,233,233,233,233,233,233,232,232,232,238,238,238,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,236,236,236,236,236,236,236,236,236,236,236,236,236,236,236,236,236,236,237,234,233,236,234,233,236,236,234,234,236,234,234,235,237,234,234,238,235,236,237,236,236,235,236,236,234,236,236,236,235,235,235,235,235,235,235,235,235,236,236,236,236,236,236,235,235,235,237,237,237,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,235,235,235,235,234,234,236,233,231,236,234,231,235,235,234,234,235,236,227,230,233,231,235,238,231,233,235,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,235,235,235,235,235,235,234,234,234,238,238,238,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,234,235,235,235,235,235,234,233,233,230,232,232,231,228,230,232,223,226,231,186,192,197,209,216,219,207,210,213,228,228,230,236,235,235,234,234,234,234,234,234,234,234,234,234,234,234,235,235,235,235,235,235,235,235,235,237,237,237,234,234,234,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,235,234,234,234,234,234,234,235,235,235,235,235,235,234,234,234,234,234,234,235,235,235,235,235,235,236,238,236,233,237,237,219,225,230,203,210,219,163,172,179,195,205,208,214,218,221,230,229,232,237,235,237,235,235,235,235,235,235,235,235,235,235,236,236,236,236,236,236,236,236,236,236,236,239,239,238,236,235,235,236,235,235,236,235,235,236,235,235,236,235,235,235,236,235,235,235,235,234,234,234,235,235,235,237,236,236,237,236,236,234,235,236,232,233,234,235,237,237,229,231,232,208,216,218,194,205,210,185,198,207,174,188,200,165,179,189,184,196,202,207,215,220,226,228,232,236,235,237,236,236,235,236,236,235,236,236,235,236,236,236,237,237,237,237,237,237,237,237,237,228,229,229,228,227,228,232,230,231,231,228,230,234,232,233,237,236,236,237,237,235,236,237,235,237,235,236,237,235,236,239,236,237,239,237,238,225,229,230,224,228,229,233,237,238,221,226,228,183,197,204,161,180,190,159,180,191,154,176,190,144,163,177,143,159,171,156,169,177,198,206,211,233,238,239,236,237,234,235,236,233,235,235,235,235,236,236,236,238,237,237,237,237,239,237,238,212,220,222,224,230,233,230,234,238,227,232,234,229,234,234,234,237,236,237,238,235,238,237,236,239,237,238,239,237,238,239,236,237,240,238,239,201,204,203,219,222,221,233,236,235,214,218,218,193,204,210,185,201,210,184,201,211,173,191,203,165,182,196,159,174,187,162,176,185,186,199,204,229,239,240,234,239,238,233,238,237,233,238,238,234,239,238,236,239,238,237,239,238,238,238,238,216,234,241,221,236,243,225,238,246,225,239,243,227,240,240,231,238,237,236,237,235,238,236,235,238,236,237,238,236,237,237,237,237,239,239,239,197,198,196,220,221,218,233,234,231,230,231,229,209,213,217,209,216,222,219,228,235,208,218,227,209,221,234,210,224,235,217,233,240,218,235,241,225,240,243,228,238,240,228,239,240,230,240,240,230,240,239,235,240,239,237,240,239,238,238,238,118,140,149,119,138,148,124,142,153,136,155,161,172,188,191,225,234,233,235,236,233,237,234,232,236,233,234,235,235,235,235,237,236,233,237,235,214,216,214,226,228,226,232,234,232,236,237,236,228,230,232,227,230,235,231,236,241,225,232,239,225,237,247,217,233,243,201,219,226,185,204,211,172,189,195,167,179,186,167,180,185,186,199,201,223,235,235,235,241,239,236,240,239,238,240,239,109,130,141,103,121,133,108,125,137,111,127,137,146,159,165,222,229,231,227,228,225,229,226,224,236,232,233,234,234,234,231,236,234,230,237,235,229,234,235,231,235,236,232,237,238,230,235,236,231,236,238,231,237,240,229,237,241,223,232,238,191,206,213,164,184,191,146,165,172,137,156,163,134,149,159,128,140,153,121,133,143,149,162,166,216,228,229,234,241,239,235,240,238,237,240,239,195,212,224,188,202,215,199,211,224,200,211,223,209,217,227,223,227,231,213,213,211,211,209,206,216,213,214,220,222,222,219,226,225,210,221,219,209,219,223,211,221,225,216,225,230,220,229,233,225,234,237,226,236,239,225,237,241,218,231,237,183,204,208,175,198,203,181,200,207,178,194,202,186,197,211,170,178,196,142,151,164,185,195,202,219,230,233,231,240,238,234,241,239,236,240,239,193,207,222,191,202,217,202,211,224,214,217,234,223,225,241,214,219,227,203,208,208,171,174,174,177,180,183,207,213,214,174,184,188,98,112,121,93,114,126,101,121,132,111,129,139,122,138,147,137,152,161,153,167,174,202,216,220,223,236,237,218,232,235,220,233,238,223,234,240,217,226,233,221,228,237,212,219,229,196,203,212,222,230,237,219,227,234,221,230,233,232,239,242,235,241,242,113,130,152,111,125,147,113,125,141,125,131,151,138,145,165,170,182,193,191,201,205,190,199,204,208,219,226,216,230,234,158,172,183,54,71,92,45,70,91,49,73,91,53,73,90,66,84,98,102,114,129,159,168,179,221,227,233,234,239,241,233,237,241,227,231,237,223,228,233,207,211,217,202,208,212,211,218,220,212,219,223,199,206,214,179,186,196,188,197,205,211,221,227,221,231,234,61,81,108,69,86,114,63,79,100,68,85,102,123,141,155,139,155,164,151,157,164,195,200,207,214,228,234,206,223,228,163,180,190,103,121,138,95,112,131,101,117,135,138,151,168,181,192,207,207,212,223,221,222,232,219,219,227,205,203,212,183,186,195,158,166,174,147,154,163,131,138,147,125,133,140,130,139,144,136,146,152,133,142,151,128,137,147,138,153,160,182,197,203,197,212,216,40,53,77,58,70,94,85,98,116,127,144,153,132,151,156,96,107,110,119,115,118,163,158,161,173,180,182,184,194,197,182,194,198,181,193,200,183,194,202,198,209,217,218,228,236,200,210,217,174,181,186,159,165,172,145,150,159,132,136,149,116,125,138,98,111,123,94,106,118,99,111,123,105,118,128,107,121,130,122,135,145,138,151,161,150,164,174,157,174,184,188,206,213,185,203,208,13,15,35,26,29,47,134,140,151,206,216,220,138,150,150,118,123,123,141,133,134,172,162,162,181,181,180,207,209,211,220,224,225,228,234,233,224,234,232,230,241,240,226,238,238,176,189,190,144,159,163,138,154,162,142,158,170,145,163,177,154,171,187,149,165,182,149,165,182,154,171,187,157,174,189,160,177,191,173,190,204,187,204,217,190,207,218,178,196,208,165,183,193,157,175,183,5,5,24,58,62,79,200,207,217,225,232,239,197,205,212,199,207,211,212,212,218,226,224,229,229,230,237,233,236,246,232,238,245,230,238,239,209,221,220,223,238,239,221,238,241,210,228,234,198,217,228,180,200,214,193,216,230,188,213,229,189,212,231,194,214,234,192,212,232,184,204,224,172,193,212,171,191,209,161,181,197,144,165,179,136,156,169,131,146,161,128,143,158,138,154,165,39,45,71,145,155,179,190,204,222,186,196,216,184,197,217,192,211,229,194,211,230,194,208,227,194,206,227,191,203,228,192,207,228,190,207,221,177,193,207,180,198,215,154,176,193,147,169,188,145,161,184,156,171,195,146,163,186,113,133,156,114,137,161,132,157,180,126,150,173,111,135,158,92,115,138,91,112,135,93,114,133,94,116,131,105,125,140,121,133,151,129,141,158,129,142,156,122,135,161,162,179,207,143,160,194,137,154,189,131,152,187,128,152,190,127,150,192,130,150,193,131,150,192,128,147,190,127,147,189,129,149,189,129,149,188,124,145,186,104,126,163,100,122,154,102,120,154,118,134,170,112,128,163,94,109,145,94,112,148,94,117,153,87,112,144,83,103,136,80,97,130,83,103,134,93,111,139,101,117,141,108,121,144,115,125,146,121,133,148,130,144,156,73,87,109,76,90,113,77,90,122,80,93,127,84,98,134,87,102,142,87,102,147,90,105,150,94,111,152,102,119,160,107,124,165,113,131,172,115,137,181,118,136,186,118,132,180,120,133,175,115,136,172,110,133,168,106,127,163,100,119,155,95,109,148,85,101,139,79,97,132,80,92,127,80,94,129,77,100,133,80,100,129,82,98,122,92,104,126,113,119,138,125,135,146,136,149,156,13,25,41,3,11,25,9,16,35,18,26,48,18,26,52,21,25,56,20,25,58,22,30,61,26,36,62,34,43,70,42,51,77,48,59,87,52,69,106,60,75,121,66,77,126,70,79,126,71,87,127,72,88,126,67,81,120,60,72,112,55,67,106,53,68,104,53,69,103,57,69,102,57,71,105,57,78,110,72,89,115,87,100,119,104,113,128,120,124,136,130,136,141,137,146,149,36,46,55,11,16,20,8,13,19,32,44,53,36,45,58,22,25,41,8,11,30,3,8,24,1,4,17,0,2,15,0,2,15,0,4,20,6,13,42,5,18,56,1,19,60,3,23,62,13,29,71,24,38,81,21,33,77,21,31,76,21,38,78,22,44,79,30,50,83,39,58,90,57,70,101,85,90,118,113,115,138,123,123,138,116,115,125,122,123,128,134,139,137,153,160,158,35,41,45,26,27,26,13,19,18,27,41,41,71,81,84,70,70,76,49,50,57,27,31,37,15,15,21,5,5,11,2,2,7,0,0,7,17,17,35,57,64,91,31,50,78,10,36,62,4,30,60,4,30,62,7,30,63,14,35,69,25,43,74,41,55,83,62,71,99,86,97,123,122,124,146,144,131,149,132,120,135,114,105,114,117,111,116,132,134,133,146,152,146,172,179,175,16,15,17,13,10,9,4,10,8,3,12,11,45,44,46,65,52,57,54,43,47,36,33,35,18,18,20,4,4,7,2,2,4,0,1,3,7,8,15,118,117,134,161,158,179,131,128,148,112,112,131,105,105,125,105,103,124,109,105,127,118,107,126,138,115,133,154,126,144,151,126,141,127,106,116,105,86,91,106,94,97,120,116,116,129,130,129,142,147,144,164,172,165,184,194,190,40,40,35,12,10,7,0,3,3,0,4,4,12,6,7,30,12,17,32,12,17,21,10,12,7,6,7,2,1,3,2,1,2,3,2,3,0,0,2,68,58,64,182,128,146,205,130,148,196,127,144,194,123,141,195,119,137,187,113,129,172,110,122,150,96,106,123,75,83,103,66,69,95,71,70,104,93,88,122,118,113,129,132,126,132,141,135,152,162,158,171,182,176,185,197,194,69,77,64,26,29,21,1,1,1,1,1,2,4,1,0,12,2,5,18,3,9,12,2,5,4,1,2,2,0,0,2,0,0,4,0,1,1,1,1,32,12,11,153,45,59,203,47,68,195,46,67,191,48,69,179,50,67,155,49,59,119,42,49,91,38,42,81,48,46,94,77,71,117,110,102,125,126,116,125,128,120,129,135,128,144,153,147,162,176,171,173,187,183,184,198,196,83,94,82,47,52,43,1,1,1,2,1,2,2,0,0,5,1,2,7,1,5,4,0,2,1,0,0,1,0,0,1,0,0,3,0,0,1,2,0,27,3,2,142,25,38,205,32,54,198,25,46,169,25,43,121,25,36,85,29,34,74,41,39,85,66,56,102,92,82,121,113,105,128,124,115,122,126,115,121,127,118,132,139,131,147,157,150,165,179,174,176,191,187,186,201,199,92,102,93,54,60,50,6,7,3,3,2,1,2,2,0,1,3,1,1,3,3,1,2,2,1,1,1,1,0,0,1,0,0,1,1,1,0,3,2,15,1,0,102,19,28,157,31,47,117,17,23,74,13,12,56,27,22,74,58,55,99,90,81,115,115,99,122,126,111,124,124,112,123,123,113,125,130,119,128,135,126,136,145,137,148,159,151,162,176,171,177,192,188,188,202,201,87,99,89,43,51,37,19,23,11,11,12,4,8,10,2,5,11,4,2,10,4,2,7,2,3,4,1,3,4,1,3,4,1,2,3,2,0,6,6,4,5,2,42,13,13,71,21,24,53,27,25,57,50,41,80,77,62,113,98,82,132,113,101,134,126,113,123,126,112,116,125,111,120,128,115,131,138,126,139,148,137,143,154,145,156,168,161,169,184,179,182,197,193,188,202,201,82,96,82,46,57,36,36,44,22,31,35,17,27,30,15,22,28,15,17,26,13,16,23,12,18,21,12,19,21,13,20,22,14,19,23,15,19,27,20,23,31,21,37,40,27,64,55,45,87,70,67,104,88,81,116,102,85,128,112,88,139,121,105,131,122,110,117,122,107,115,127,112,123,133,119,131,139,127,139,149,138,148,160,151,159,172,164,174,189,183,185,200,196,187,202,200,85,101,83,62,75,48,58,67,38,55,61,37,51,56,35,47,53,33,46,53,34,48,55,38,49,55,40,51,56,41,53,58,44,55,62,46,59,67,45,68,71,48,81,84,59,104,96,74,116,103,83,127,109,92,133,116,97,127,121,97,127,127,107,118,124,106,114,125,108,122,131,117,129,136,123,136,145,133,141,152,141,149,162,153,158,171,163,168,183,178,180,195,191,186,200,199}
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_parameter.h b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_parameter.h
new file mode 100644
index 0000000..09d0ca3
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_parameter.h
@@ -0,0 +1,43 @@
+#define CONV1_IM_DIM 32
+#define CONV1_IM_CH 3
+#define CONV1_KER_DIM 5
+#define CONV1_PADDING 2
+#define CONV1_STRIDE 1
+#define CONV1_OUT_CH 32
+#define CONV1_OUT_DIM 32
+
+#define POOL1_KER_DIM 3
+#define POOL1_STRIDE 2
+#define POOL1_PADDING 0
+#define POOL1_OUT_DIM 16
+
+#define CONV2_IM_DIM 16
+#define CONV2_IM_CH 32
+#define CONV2_KER_DIM 5
+#define CONV2_PADDING 2
+#define CONV2_STRIDE 1
+#define CONV2_OUT_CH 16
+#define CONV2_OUT_DIM 16
+
+#define POOL2_KER_DIM 3
+#define POOL2_STRIDE 2
+#define POOL2_PADDING 0
+#define POOL2_OUT_DIM 8
+
+#define CONV3_IM_DIM 8
+#define CONV3_IM_CH 16
+#define CONV3_KER_DIM 5
+#define CONV3_PADDING 2
+#define CONV3_STRIDE 1
+#define CONV3_OUT_CH 32
+#define CONV3_OUT_DIM 8
+
+#define POOL3_KER_DIM 3
+#define POOL3_STRIDE 2
+#define POOL3_PADDING 0
+#define POOL3_OUT_DIM 4
+
+#define IP1_DIM 4*4*32
+#define IP1_IM_DIM 4
+#define IP1_IM_CH 32
+#define IP1_OUT 10
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_weights.h b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_weights.h
new file mode 100644
index 0000000..8d92d21
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/arm_nnexamples_cifar10_weights.h
@@ -0,0 +1,26 @@
+#define CONV1_WT {-9,-1,2,6,-4,6,4,-11,8,-9,-11,10,-12,5,15,11,-1,-1,33,-25,-18,47,-35,-23,25,-27,-5,0,-4,9,2,-5,0,34,-25,-21,55,-40,-33,34,-32,-16,5,-7,2,-21,16,14,-4,5,3,14,-10,-7,3,-10,-2,-8,5,8,-29,23,12,-25,15,8,-15,4,7,-16,5,8,-13,17,12,2,-4,-1,-1,-10,9,6,-4,21,11,0,12,-10,-9,-4,13,10,12,19,11,27,0,-5,11,-21,-26,-28,-7,3,-15,16,14,26,-22,-25,-8,-29,-24,-23,0,6,-13,13,25,0,-21,-18,-3,-21,-19,-13,11,14,4,13,18,-4,6,16,-1,-10,-14,-7,12,9,5,13,8,-4,9,10,-9,-4,7,-3,7,7,-12,7,3,0,-1,-7,2,-8,-5,9,-3,6,-4,7,-10,-25,7,-7,-7,10,2,14,-4,2,17,-9,5,-3,7,-10,-25,4,-10,-8,0,0,16,-7,11,25,-14,13,4,7,-12,-23,5,-16,-17,8,0,11,2,13,21,-11,9,-3,2,-9,-9,-3,-14,-11,1,-1,6,-6,6,14,-1,16,11,7,3,-14,21,6,-6,17,13,4,1,7,-3,-6,2,2,27,13,-5,18,0,-7,-6,-4,2,-24,-11,0,-18,-8,6,24,8,-14,11,-6,-8,-8,0,12,-22,-2,13,-15,-3,7,29,6,-16,10,-6,-4,-12,-7,11,-26,-14,3,-10,-8,0,16,5,-8,-5,-5,3,-15,-2,23,-17,-5,17,1,1,12,10,3,-5,-7,-18,-7,-3,-4,2,3,6,4,4,2,-7,17,20,12,-23,-27,-15,-3,3,6,5,15,6,-2,2,-5,22,22,11,-26,-30,-19,-6,-5,3,10,12,6,2,1,-3,20,14,4,-15,-26,-18,0,-9,1,14,8,6,1,-7,-9,8,11,6,-10,-13,-11,-4,-4,8,2,5,17,-9,0,11,-9,-11,21,6,13,39,-7,1,30,2,12,36,-11,-1,28,-2,-25,-6,6,-16,-6,-9,-34,-24,3,-17,-15,2,-20,-11,0,-13,-11,25,13,6,0,-15,-20,16,7,-11,7,-3,-10,-5,-2,-6,14,22,12,-16,-5,-12,7,23,7,-10,5,-2,-10,-1,-9,7,21,8,-19,-2,-13,2,21,3,-15,9,-2,-4,-2,-2,-12,2,13,-19,1,6,0,16,-1,5,8,-28,11,-2,-4,-10,-1,21,-30,-4,22,-8,14,9,11,14,-21,20,-9,-23,0,-4,19,-28,-9,31,-30,-1,12,3,14,-11,30,3,-24,3,-8,6,-22,-9,31,-29,2,26,-5,11,8,24,2,-36,24,3,-9,-6,-17,4,-8,-8,12,1,-1,5,3,-12,15,-6,-2,-1,0,15,-11,-18,6,-18,-10,6,3,6,-3,3,-12,13,-14,-1,43,-23,-3,52,-16,-11,28,-8,4,-6,5,-11,16,-6,-20,32,-28,-24,38,-31,-22,20,-16,5,-13,7,-2,5,3,-6,17,-10,-8,22,-13,-5,13,0,11,-16,14,-3,-14,6,3,-4,4,4,-2,2,-3,-9,5,2,1,-2,-10,-6,-3,-17,-2,1,-19,2,1,-14,8,11,14,3,7,1,-13,-13,2,-1,-3,-9,0,-5,-18,4,0,18,3,9,15,-10,-8,10,-12,-18,5,-3,-16,-10,0,-14,5,4,14,14,-1,10,16,-6,-2,14,-1,-12,8,2,-18,-13,-1,17,-2,2,24,-4,-3,17,8,-1,12,9,-6,-3,-2,-9,3,-2,-13,-1,-5,-17,-5,-7,-16,-7,-8,-14,-9,3,-9,-1,0,-13,-7,4,-9,-7,3,-6,-8,-2,-4,-7,5,-7,-4,1,-8,-11,10,6,-3,14,12,-1,6,10,-2,0,-12,-16,-3,-9,-19,0,1,-12,9,12,-2,1,10,-1,10,4,-8,6,3,-11,11,14,1,12,19,8,3,16,9,-7,-1,4,-11,-1,3,1,12,8,7,15,13,-5,-2,4,-7,-5,1,-8,-3,2,1,10,9,-1,8,9,-11,-9,-2,0,-1,6,-14,-13,-6,1,3,10,3,4,11,-1,-5,5,7,4,10,-14,-17,-10,-12,-13,-6,-11,-14,-6,1,-6,1,2,-1,1,-5,-7,-3,-2,-4,1,-11,-13,-9,-12,-16,-12,-2,-1,-2,-9,-5,-4,-7,-3,3,-1,-3,8,9,-2,1,8,11,13,5,14,17,1,10,17,-1,3,18,0,-6,0,-1,0,3,4,13,16,-1,8,14,-4,2,14,-16,-20,-14,-3,-3,0,13,21,25,5,11,14,-5,-2,9,1,-5,2,-6,-9,-14,-7,-4,-8,-10,-9,-13,-10,-12,-12,7,-1,-2,-5,2,-14,-5,3,-6,1,9,3,-8,3,-1,-9,2,0,-12,-4,-21,6,17,8,17,28,22,-5,6,2,-15,-8,-7,8,21,-3,2,20,-5,-1,16,-8,7,17,3,0,6,1,11,26,0,-22,-4,-33,-36,-16,-40,-2,14,1,2,10,5,1,17,-10,-16,3,-22,-22,-1,-14,-9,10,6,-7,7,7,10,-8,5,-3,-4,-1,-7,-7,-7,1,0,-2,-7,11,9,5,-2,2,12,14,16,12,7,2,0,-9,-23,-14,-8,-23,-1,-11,-14,-7,-9,-7,14,11,7,44,35,19,34,38,12,1,3,9,-6,-4,8,-32,-28,-19,-41,-45,-37,-14,-17,-17,-7,4,-3,-5,8,8,3,16,21,8,14,24,-3,-5,6,-11,-15,-18,-8,-12,-12,-6,-14,-8,9,-6,1,16,3,11,3,3,-8,-5,0,-6,-13,-13,-13,-6,-15,-15,6,-5,-4,9,16,5,1,14,5,-4,7,-1,-12,-11,-18,0,-6,-12,5,14,0,-1,13,2,2,18,6,-9,-4,-16,0,-3,-17,4,12,0,-1,13,2,0,16,6,-6,1,-9,-5,-8,-19,18,-1,-4,16,-2,-6,18,-1,-4,9,-4,1,-12,-13,-4,9,-3,-9,6,-4,-14,15,5,-2,-5,-5,-1,-20,-9,-3,16,2,-5,12,3,-7,15,7,1,-12,-7,-2,-15,-2,2,18,7,-1,10,2,-5,-1,-8,-8,-18,-15,-7,-2,7,9,-15,-15,-17,-7,-6,-7,-12,-12,-6,-17,-12,-6,9,14,12,13,7,6,3,-3,2,-6,-7,1,-7,-4,3,-11,-12,-6,12,11,6,-4,-3,-2,-15,-12,-4,-7,-4,3,-9,-9,-4,15,17,12,-3,1,2,-18,-13,-6,4,5,10,6,1,5,9,14,8,-6,1,3,-21,-15,-7,-2,-1,5,4,-1,2,4,17,14,-4,4,9,-24,-20,-11,-7,-7,3,-2,-6,1,5,9,-10,6,9,-12,12,11,-7,4,1,-15,11,9,-6,25,15,5,21,13,5,23,14,7,13,2,-3,17,10,6,-1,-10,-2,-20,-21,-14,-11,-11,-2,-11,-12,-3,-16,-15,-3,-4,-14,6,-16,-19,-1,-3,-2,13,-1,-3,12,-6,-10,8,0,-5,10,-11,-10,4,-4,-1,8,-11,-5,3,-6,-1,8,-8,-15,0,-3,0,9,4,11,14,-3,3,4,-15,-9,-6,-12,-14,-1,-18,-8,-1,-26,-12,-8,-28,-12,-9,-30,-13,-8,10,-1,-6,15,17,5,11,22,8,15,24,8,17,25,12,10,-5,-9,4,4,-5,1,10,1,2,4,-8,6,7,-7,5,-10,-6,-1,-5,-3,3,8,10,1,4,-2,-1,0,-8,2,-8,3,0,-6,9,1,-2,-8,6,1,-3,1,-10,6,5,-6,7,-8,-12,0,11,17,-4,-7,-1,-12,1,-2,9,11,2,17,-35,-32,-21,38,52,20,-27,-17,-30,4,2,17,18,10,19,-44,-34,-34,43,59,28,-25,-17,-31,6,0,16,10,4,18,-31,-27,-22,27,31,16,-10,-9,-16,3,-6,6,-2,-11,15,10,0,14,-2,-8,-8,0,-7,-7,13,0,11,2,-7,3,10,4,3,0,-2,-14,-1,-1,-16,-1,3,-6,8,-4,3,12,4,2,4,1,-17,7,10,-8,0,10,-2,-3,-15,0,10,4,8,-10,-13,-24,-7,-2,-16,0,8,-3,-6,-6,7,7,11,13,2,9,-6,-4,11,-15,2,22,0,2,-4,-2,-10,-12,-5,24,15,25,-1,-4,-2,-11,-1,-3,7,11,5,-16,-17,-23,-29,-35,-30,53,45,54,-11,-9,-12,-3,5,4,44,39,36,-45,-51,-51,-19,-28,-16,25,24,28,-15,0,-12,7,1,2,44,42,40,-36,-41,-41,5,0,3,-1,18,5,-17,-15,-15,7,8,14,11,3,4,1,-11,-8,10,-1,-2,-5,-10,-3,6,6,10,5,9,9,-6,3,0,-14,-21,-16,-40,-39,-26,0,4,16,15,20,24,-14,-7,-5,3,-5,1,-13,-12,0,-16,-11,6,4,7,20,-11,-9,-1,11,-4,7,14,7,22,-14,-14,5,-7,-6,12,-4,-9,4,18,-6,5,14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+
+#define CONV1_BIAS {-49,-18,-7,-20,-12,-15,7,2,-10,-84,-72,-65,-53,-6,-87,-63,-64,-28,-28,-4,-3,-10,-52,-15,-5,-7,-31,-44,-102,-19,-5,-65}
+
+#define CONV2_WT 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+
+#define CONV2_BIAS {55,50,34,43,-37,35,-21,10,35,-53,-76,7,14,-1,92,20}
+
+#define CONV3_WT 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+
+#define CONV3_BIAS {18,36,-46,-45,64,8,13,-19,28,1,14,-57,23,20,-2,32,48,-11,85,73,-7,52,125,33,125,13,92,-72,89,-1,11,70}
+
+#define IP1_WT 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34,-1,-20}
+
+#define IP1_BIAS {30,-121,-51,77,40,20,46,-35,28,-33}
+
+#define CONV1_BIAS_LSHIFT 6
+#define CONV1_OUT_RSHIFT 9
+#define CONV2_BIAS_LSHIFT 4
+#define CONV2_OUT_RSHIFT 9
+#define CONV3_BIAS_LSHIFT 1
+#define CONV3_OUT_RSHIFT 7
+#define IP1_BIAS_LSHIFT 1
+#define IP1_OUT_RSHIFT 8
+#define INPUT_MEAN_SHIFT {125,123,114}
+#define INPUT_RIGHT_SHIFT {8,8,8}
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/readme_iar.txt b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/readme_iar.txt
new file mode 100644
index 0000000..8ca1d5c
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-cifar10/readme_iar.txt
@@ -0,0 +1,7 @@
+CMSIS NN Lib example arm_nnexample_cifar10 for
+  Cortex-M0, Cortex-M3, Cortex-M4 and Cortex-M7.
+
+The example is configured for IAR Embedded Workbench for ARM Simulator.
+
+When changing target, remember to change the ARM_MATH_CMx and __FPU_PRESENT
+Preprocessor defines for C/C++ Compiler
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-gru/NN-example-gru.ewp b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/NN-example-gru.ewp
new file mode 100644
index 0000000..4d30325
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/NN-example-gru.ewp
@@ -0,0 +1,2276 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project>
+    <fileVersion>3</fileVersion>
+    <configuration>
+        <name>Debug</name>
+        <toolchain>
+            <name>ARM</name>
+        </toolchain>
+        <debug>1</debug>
+        <settings>
+            <name>General</name>
+            <archiveVersion>3</archiveVersion>
+            <data>
+                <version>30</version>
+                <wantNonLocal>1</wantNonLocal>
+                <debug>1</debug>
+                <option>
+                    <name>ExePath</name>
+                    <state>Debug\Exe</state>
+                </option>
+                <option>
+                    <name>ObjPath</name>
+                    <state>Debug\Obj</state>
+                </option>
+                <option>
+                    <name>ListPath</name>
+                    <state>Debug\List</state>
+                </option>
+                <option>
+                    <name>GEndianMode</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>Input description</name>
+                    <state>Automatic choice of formatter, without multibyte support.</state>
+                </option>
+                <option>
+                    <name>Output description</name>
+                    <state>Automatic choice of formatter, without multibyte support.</state>
+                </option>
+                <option>
+                    <name>GOutputBinary</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGCoreOrChip</name>
+                    <state>2</state>
+                </option>
+                <option>
+                    <name>GRuntimeLibSelect</name>
+                    <version>0</version>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>GRuntimeLibSelectSlave</name>
+                    <version>0</version>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>RTDescription</name>
+                    <state>Use the normal configuration of the C/C++ runtime library. No locale interface, C locale, no file descriptor support, no multibytes in printf and scanf, and no hex floats in strtod.</state>
+                </option>
+                <option>
+                    <name>OGProductVersion</name>
+                    <state>8.22.2.15993</state>
+                </option>
+                <option>
+                    <name>OGLastSavedByProductVersion</name>
+                    <state>8.22.2.15993</state>
+                </option>
+                <option>
+                    <name>GeneralEnableMisra</name>
+                    <state>0</state>
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+                    <state>0</state>
+                </option>
+                <option>
+                    <name>OGChipSelectEditMenu</name>
+                    <state>Default	None</state>
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+                <option>
+                    <name>GenLowLevelInterface</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>GEndianModeBE</name>
+                    <state>1</state>
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+                <option>
+                    <name>OGBufferedTerminalOutput</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>GenStdoutInterface</name>
+                    <state>0</state>
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+                    <name>GeneralMisraRules98</name>
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+                    <state>$TOOLKIT_DIR$\INC\c\DLib_Config_Normal.h</state>
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+                    <name>GBECoreSlave</name>
+                    <version>26</version>
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+                    <state>1</state>
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+                    <name>OGUseCmsisDspLib</name>
+                    <state>1</state>
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+                    <name>GRuntimeLibThreads</name>
+                    <state>0</state>
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+                    <name>CoreVariant</name>
+                    <version>26</version>
+                    <state>34</state>
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+                <option>
+                    <name>GFPUDeviceSlave</name>
+                    <state>Default	None</state>
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+                    <name>FPU2</name>
+                    <version>0</version>
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+                    <version>26</version>
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+                    <state>0</state>
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+                <option>
+                    <name>OGLibAdditionalLocale</name>
+                    <state>0</state>
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+                    <name>OGPrintfVariant</name>
+                    <version>0</version>
+                    <state>0</state>
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+                    <name>OGPrintfMultibyteSupport</name>
+                    <state>0</state>
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+                <option>
+                    <name>OGScanfVariant</name>
+                    <version>0</version>
+                    <state>0</state>
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+                <option>
+                    <name>OGScanfMultibyteSupport</name>
+                    <state>0</state>
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+                <option>
+                    <name>GenLocaleTags</name>
+                    <state></state>
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+                    <name>GenLocaleDisplayOnly</name>
+                    <state></state>
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+                    <name>DSPExtension</name>
+                    <state>0</state>
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+                <option>
+                    <name>TrustZone</name>
+                    <state>0</state>
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+            <name>ICCARM</name>
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+                <version>34</version>
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+                    <state>ARM_MATH_CM0</state>
+                    <state>$CMSIS_PACK_DEVICE_DEFINES$</state>
+                    <state>_RTE_</state>
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+                <option>
+                    <name>CCPreprocFile</name>
+                    <state>0</state>
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+                    <name>CCPreprocComments</name>
+                    <state>0</state>
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+                    <name>CCPreprocLine</name>
+                    <state>1</state>
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+                    <name>CCListCFile</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCListCMnemonics</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCListCMessages</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCListAssFile</name>
+                    <state>0</state>
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+                    <name>CCListAssSource</name>
+                    <state>0</state>
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+                    <name>CCEnableRemarks</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCDiagSuppress</name>
+                    <state></state>
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+                <option>
+                    <name>CCDiagRemark</name>
+                    <state></state>
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+                    <name>CCDiagWarning</name>
+                    <state></state>
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+                    <name>CCDiagError</name>
+                    <state></state>
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+                    <name>CCObjPrefix</name>
+                    <state>1</state>
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+                    <name>CCAllowList</name>
+                    <version>1</version>
+                    <state>00000000</state>
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+                    <name>CCDebugInfo</name>
+                    <state>1</state>
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+                    <name>IProcessor</name>
+                    <state>1</state>
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+                    <state>0</state>
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+                    <name>IExtraOptions</name>
+                    <state></state>
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+                    <name>CCLangConformance</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCSignedPlainChar</name>
+                    <state>1</state>
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+                    <name>CCRequirePrototypes</name>
+                    <state>0</state>
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+                    <name>CCDiagWarnAreErr</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCCompilerRuntimeInfo</name>
+                    <state>0</state>
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+                    <name>IFpuProcessor</name>
+                    <state>1</state>
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+                    <name>OutputFile</name>
+                    <state>$FILE_BNAME$.o</state>
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+                <option>
+                    <name>CCLibConfigHeader</name>
+                    <state>1</state>
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+                <option>
+                    <name>PreInclude</name>
+                    <state></state>
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+                    <name>CompilerMisraOverride</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCIncludePath2</name>
+                    <state>$CMSIS_PACK_DEVICE_INCLUDES$</state>
+                    <state>$CMSIS_PACK_INCLUDES$</state>
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+                <option>
+                    <name>CCStdIncCheck</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCCodeSection</name>
+                    <state>.text</state>
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+                <option>
+                    <name>IProcessorMode2</name>
+                    <state>1</state>
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+                    <name>CCOptLevel</name>
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+                    <name>CCOptStrategy</name>
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+                    <name>CCOptLevelSlave</name>
+                    <state>1</state>
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+                    <name>CompilerMisraRules98</name>
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+                    <state>1000111110110101101110011100111111101110011011000101110111101101100111111111111100110011111001110111001111111111111111111111111</state>
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+                    <name>CCPosIndRopi</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCPosIndRwpi</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCPosIndNoDynInit</name>
+                    <state>0</state>
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+                <option>
+                    <name>IccLang</name>
+                    <state>0</state>
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+                <option>
+                    <name>IccCDialect</name>
+                    <state>1</state>
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+                <option>
+                    <name>IccAllowVLA</name>
+                    <state>0</state>
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+                <option>
+                    <name>IccStaticDestr</name>
+                    <state>1</state>
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+                <option>
+                    <name>IccCppInlineSemantics</name>
+                    <state>0</state>
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+                <option>
+                    <name>IccCmsis</name>
+                    <state>1</state>
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+                <option>
+                    <name>IccFloatSemantics</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCOptimizationNoSizeConstraints</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCNoLiteralPool</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCOptStrategySlave</name>
+                    <version>0</version>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCGuardCalls</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCEncSource</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCEncOutput</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>CCEncOutputBom</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CCEncInput</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccExceptions2</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IccRTTI2</name>
+                    <state>0</state>
+                </option>
+            </data>
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+            <name>AARM</name>
+            <archiveVersion>2</archiveVersion>
+            <data>
+                <version>10</version>
+                <wantNonLocal>1</wantNonLocal>
+                <debug>1</debug>
+                <option>
+                    <name>AObjPrefix</name>
+                    <state>1</state>
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+                <option>
+                    <name>AEndian</name>
+                    <state>1</state>
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+                    <name>ACaseSensitivity</name>
+                    <state>1</state>
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+                <option>
+                    <name>MacroChars</name>
+                    <version>0</version>
+                    <state>0</state>
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+                <option>
+                    <name>AWarnEnable</name>
+                    <state>0</state>
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+                <option>
+                    <name>AWarnWhat</name>
+                    <state>0</state>
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+                <option>
+                    <name>AWarnOne</name>
+                    <state></state>
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+                <option>
+                    <name>AWarnRange1</name>
+                    <state></state>
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+                <option>
+                    <name>AWarnRange2</name>
+                    <state></state>
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+                    <name>ADebug</name>
+                    <state>1</state>
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+                <option>
+                    <name>AltRegisterNames</name>
+                    <state>0</state>
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+                <option>
+                    <name>ADefines</name>
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+                    <name>AListHeader</name>
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+                    <name>AListing</name>
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+            <archiveVersion>1</archiveVersion>
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+                    <name>XLinkMisraHandler</name>
+                    <state>0</state>
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+                <option>
+                    <name>IlinkInputFileSlave</name>
+                    <state>0</state>
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+                    <state>iar_nnexamples_gru.out</state>
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+                    <name>IlinkDebugInfoEnable</name>
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+                    <name>IlinkKeepSymbols</name>
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+                    <name>IlinkEnableRemarks</name>
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+                    <state>1</state>
+                </option>
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+                    <name>IlinkStdoutInterfaceSlave</name>
+                    <state>1</state>
+                </option>
+                <option>
+                    <name>CrcFullSize</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkIElfToolPostProcess</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkLogAutoLibSelect</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkLogRedirSymbols</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkLogUnusedFragments</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkCrcReverseByteOrder</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkCrcUseAsInput</name>
+                    <state>1</state>
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+                <option>
+                    <name>IlinkOptInline</name>
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+                    <state>1</state>
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+                <option>
+                    <name>IlinkOptExceptionsForce</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkCmsis</name>
+                    <state>1</state>
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+                <option>
+                    <name>IlinkOptMergeDuplSections</name>
+                    <state>0</state>
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+                <option>
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+                    <state>1</state>
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+                    <name>IlinkOptForceVfe</name>
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+                <option>
+                    <name>IlinkStackAnalysisEnable</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>IlinkStackControlFile</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>IlinkStackCallGraphFile</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>CrcAlgorithm</name>
+                    <version>1</version>
+                    <state>1</state>
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+                    <name>CrcUnitSize</name>
+                    <version>0</version>
+                    <state>0</state>
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+                <option>
+                    <name>IlinkThreadsSlave</name>
+                    <state>1</state>
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+                    <name>IlinkLogCallGraph</name>
+                    <state>0</state>
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+                    <name>IlinkIcfFile_AltDefault</name>
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+                <option>
+                    <name>IlinkEncOutput</name>
+                    <state>0</state>
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+                    <name>IlinkEncOutputBom</name>
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+                    <name>IlinkHeapSelect</name>
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+                    <name>IlinkLocaleSelect</name>
+                    <state>1</state>
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+            </data>
+        </settings>
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+            <name>IARCHIVE</name>
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+                    <name>IarchiveOverride</name>
+                    <state>0</state>
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+                <option>
+                    <name>IarchiveOutput</name>
+                    <state>###Unitialized###</state>
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+            </data>
+        </settings>
+        <settings>
+            <name>BILINK</name>
+            <archiveVersion>0</archiveVersion>
+            <data />
+        </settings>
+        <settings>
+            <name>Coder</name>
+            <archiveVersion>0</archiveVersion>
+            <data />
+        </settings>
+    </configuration>
+    <configuration>
+        <name>Release</name>
+        <toolchain>
+            <name>ARM</name>
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+                    <name>ObjPath</name>
+                    <state>Release\Obj</state>
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+                    <name>ListPath</name>
+                    <state>Release\List</state>
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+                    <name>Input description</name>
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+                    <state></state>
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+                <option>
+                    <name>OGChipSelectEditMenu</name>
+                    <state></state>
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+                    <name>GenLowLevelInterface</name>
+                    <state>0</state>
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+                <option>
+                    <name>GEndianModeBE</name>
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+                    <name>OGBufferedTerminalOutput</name>
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+                    <name>GenStdoutInterface</name>
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+                    <name>GRuntimeLibThreads</name>
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+                    <name>CoreVariant</name>
+                    <version>26</version>
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+                    <name>GFPUDeviceSlave</name>
+                    <state>-</state>
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+                    <name>FPU2</name>
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+                    <state>0</state>
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+                <option>
+                    <name>NrRegs</name>
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+                    <name>NEON</name>
+                    <state>0</state>
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+                    <name>GFPUCoreSlave2</name>
+                    <version>26</version>
+                    <state>38</state>
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+                    <name>OGCMSISPackSelectDevice</name>
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+                <option>
+                    <name>OgLibHeap</name>
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+                    <version>0</version>
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+                    <name>OGScanfMultibyteSupport</name>
+                    <state>0</state>
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+                <option>
+                    <name>GenLocaleTags</name>
+                    <state></state>
+                </option>
+                <option>
+                    <name>GenLocaleDisplayOnly</name>
+                    <state></state>
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+                <option>
+                    <name>DSPExtension</name>
+                    <state>0</state>
+                </option>
+                <option>
+                    <name>TrustZone</name>
+                    <state>0</state>
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+            </data>
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+        <settings>
+            <name>ICCARM</name>
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+                <version>34</version>
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+                    <state>NDEBUG</state>
+                    <state>$CMSIS_PACK_DEVICE_DEFINES$</state>
+                    <state>_RTE_</state>
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+                <option>
+                    <name>CCPreprocFile</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCPreprocComments</name>
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+                <option>
+                    <name>CCPreprocLine</name>
+                    <state>1</state>
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+                <option>
+                    <name>CCListCFile</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCListCMnemonics</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCListCMessages</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCListAssFile</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCListAssSource</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCEnableRemarks</name>
+                    <state>0</state>
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+                <option>
+                    <name>CCDiagSuppress</name>
+                    <state></state>
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+                <option>
+                    <name>CCDiagRemark</name>
+                    <state></state>
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+                <option>
+                    <name>CCDiagWarning</name>
+                    <state></state>
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+                    <name>CCDiagError</name>
+                    <state></state>
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+                <option>
+                    <name>CCObjPrefix</name>
+                    <state>1</state>
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+                    <version>1</version>
+                    <state>11111110</state>
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+                    <name>IExtraOptions</name>
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+                    <name>CCSignedPlainChar</name>
+                    <state>1</state>
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+                    <name>CCRequirePrototypes</name>
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+                    <name>CCDiagWarnAreErr</name>
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+                    <state>$CMSIS_PACK_INCLUDES$</state>
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+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_q7_opt.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_q15_opt.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_mat_q7_vec_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/FullyConnectedFunctions/arm_fully_connected_mat_q7_vec_q15_opt.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_q7_to_q15_reordered_no_shift.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_nntables.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_q7_to_q15_no_shift.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_nn_mult_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/NNSupportFunctions/arm_nn_mult_q7.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/PoolingFunctions/arm_pool_q7_HWC.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/SoftmaxFunctions/arm_softmax_q15.c"/&gt;
+&lt;file category="source" name="CMSIS/NN/Source/SoftmaxFunctions/arm_softmax_q7.c"/&gt;
+&lt;/component&gt;
+&lt;component Cclass="Device" Cgroup="Startup" Cvendor="ARM" Cversion="1.0.1" deviceDependent="1"&gt;
+&lt;package name="CMSIS" url="http://www.keil.com/pack/" vendor="ARM" version="5.5.0-dev0"/&gt;
+&lt;file category="header" deviceDependent="1" name="Device/ARM/ARMCM0/Include/ARMCM0.h"/&gt;
+&lt;file attr="config" category="sourceAsm" condition="IAR" deviceDependent="1" name="Device/ARM/ARMCM0/Source/IAR/startup_ARMCM0.s" version="1.0.0"/&gt;
+&lt;file attr="config" category="sourceC" deviceDependent="1" name="Device/ARM/ARMCM0/Source/system_ARMCM0.c" version="1.0.0"/&gt;
+&lt;/component&gt;
+&lt;/components&gt;
+&lt;apis/&gt;
+&lt;/configuration&gt;
+</rte>
+    </cmsisPackSettings>
+</project>
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-gru/arm_nnexamples_gru.cpp b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/arm_nnexamples_gru.cpp
new file mode 100644
index 0000000..340dc33
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/arm_nnexamples_gru.cpp
@@ -0,0 +1,221 @@
+/* ----------------------------------------------------------------------
+* 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/NN/Examples/IAR/iar_nn_examples/NN-example-gru/arm_nnexamples_gru_test_data.h b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/arm_nnexamples_gru_test_data.h
new file mode 100644
index 0000000..4fd2bb0
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/arm_nnexamples_gru_test_data.h
@@ -0,0 +1,23 @@
+#define UPDATE_GATE_WEIGHT_X2 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+
+#define UPDATE_GATE_WEIGHT_X4 {-62,78,83,104,-68,28,-33,-63,-58,104,-89,17,-70,83,-16,-85,-80,-116,1,-40,-42,101,-9,40,-93,-83,31,4,-104,23,107,-39,101,88,95,-110,-81,74,-16,-99,121,-111,-83,-98,42,73,-74,50,71,18,18,-89,-63,-20,-4,123,-98,120,-5,-84,-128,-88,-109,-13,44,66,-100,-69,-105,-126,55,-25,-16,-8,-73,-22,-51,70,-68,-11,25,-91,62,-29,-88,16,19,-28,34,-41,-22,110,-39,121,116,-29,-16,55,42,-124,-7,20,66,-69,9,-67,-125,103,52,104,-29,117,60,-40,-78,-100,63,-40,-94,-1,15,1,-76,-25,71,-97,-2,-12,-76,-68,-63,-62,-127,31,31,32,71,-89,-25,-75,-103,15,120,-32,78,-20,-66,-78,124,77,41,31,38,101,-118,-92,-13,16,-23,40,-71,-51,-120,-97,127,107,59,-52,-80,-54,28,59,-22,-52,54,-89,33,-78,51,41,-2,-17,32,124,82,34,-105,-102,-87,-95,-109,54,26,-9,-47,-53,85,48,-31,-40,38,56,86,103,-5,37,-59,24,-114,-55,44,13,-122,-46,-97,42,90,81,-98,-75,-14,119,-88,5,105,-20,-123,-37,-19,-118,43,-45,24,29,95,36,-30,-10,115,106,-12,110,11,84,42,83,14,57,49,-80,-35,-127,10,-74,121,-10,-56,-8,85,50,-120,37,44,-34,37,15,-25,-44,98,-114,16,-88,83,-87,-31,6,-98,-53,25,88,-54,18,111,8,127,115,88,19,-78,61,-96,66,-111,7,-49,-67,-114,-108,-65,-67,114,93,111,80,-100,-6,28,107,-17,-48,-74,-11,-31,-68,-111,25,40,-61,-18,31,33,25,66,25,35,38,19,29,74,-82,-43,71,31,-59,48,-70,112,62,119,121,-23,0,53,25,-80,-31,-26,-4,102,106,41,-7,74,17,-81,-6,89,-44,-27,53,-123,-60,55,-17,87,62,-54,19,-126,116,32,-67,-121,-64,-113,109,-66,45,110,117,97,70,125,-103,-86,-90,-118,12,125,-114,-108,97,-21,-68,15,20,58,57,-17,112,16,121,26,-65,8,24,70,-66,13,-43,-109,74,-67,-127,-55,29,41,-104,-16,-42,59,29,42,-31,88,-69,81,35,-85,-87,78,-125,-82,4,-55,-17,27,54,16,-98,-89,5,109,95,66,101,67,-39,-52,-82,118,18,54,56,-74,-88,-39,65,57,43,33,-63,-19,-113,-16,-57,86,89,72,-73,77,-91,-68,1,-10,-8,126,80,-122,112,-19,37,110,-51,-7,-27,-109,-75,-50,10,-17,67,58,-42,78,-5,-84,4,103,-50,-88,79,15,60,-3,-18,94,81,2,-55,16,23,-61,-16,66,68,-52,44,-23,-114,51,-103,39,-111,-110,-88,34,92,-91,-23,96,-123,-35,111,31,72,-60,-80,-64,24,61,43,88,58,-1,-17,75,-7,-108,42,-38,-125,55,53,-108,23,31,-11,117,96,73,114,38,-13,-26,126,38,25,75,-105,-113,-88,-57,96,65,-105,-9,120,-92,13,9,-128,0,-70,-92,-25,-3,-40,59,85,124,-82,-30,29,93,-38,14,-17,-39,103,-27,-43,-100,3,-95,23,-91,-37,-55,2,125,-121,107,76,-34,58,52,-110,72,54,85,108,-83,16,110,-43,12,30,-31,-116,-68,-44,84,66,-83,28,-78,22,-86,89,65,60,-79,-81,21,0,-118,6,92,-6,11,-8,56,-108,60,27,87,126,-106,-80,-3,-34,-116,88,35,64,-38,-42,33,-125,53,22,-24,126,-79,75,-94,-45,85,-116,15,-69,-11,-116,77,28,91,-29,-109,-41,-22,81,-94,-70,100,-3,95,94,82,31,-89,-81,97,-80,-1,-116,-2,5,88,42,111,119,-113,-46,116,5,36,105,74,-40,-64,-21,93,-105,-110,-109,7,105,-62,78,-11,-20,-74,64,91,5,101,-34,35,54,-112,72,21,-32,-91,46,51,-124,32,-95,-59,90,-6,120,21,-83,98,60,36,6,29,44,25,-17,10,-29,-41,40,-19,-18,57,65,110,4,-56,51,89,87,-50,112,-12,109,109,-50,34,38,-123,-115,-88,-38,85,25,-32,-27,-18,37,-30,-13,87,-52,20,-84,9,1,18,-106,118,87,-19,103,-81,85,23,76,21,44,-45,-50,-120,36,106,78,40,101,-120,-49,20,-119,115,16,78,-102,2,68,18,20,-72,-20,-103,104,70,119,75,-113,11,23,83,107,100,43,64,-67,44,-88,117,18,126,105,-9,44,-63,-85,98,119,63,4,-82,-48,30,-21,115,-53,114,16,-62,-42,123,-84,-39,-7,106,83,-11,-39,25,-8,15,-114,104,106,-9,31,84,23,52,-54,-13,-34,88,-76,46,74,77,80,-40,-51,101,68,64,77,-104,-40,73,82,108,-111,125,19,-13,-75,52,-116,33,-104,34,-41,125,60,116,-118,-54,109,65,77,6,82,-114,-29,-47,-6,57,-96,-128,-121,85,-91,2,81,-2,-43,115,114,-117,-102,-80,-76,7,-124,-65,-1,100,-82,-20,64,-73,-75,82,32,98,121,-75,27,72,34,-109,-117,-83,-98,-24,-24,99,21,43,64,-125,-88,-91,36,-94,-87,-106,-100,-97,115,95,59,-39,-29,-4,-36,-46,-84,15,-121,-127,-45,58,-46,-94,4,-21,29,123,-111,-128,4,53,45,-27,73,29,-44,-80,-94,-117,-109,100,-78,-84,-18,53,101,-25,-7,-27,84,44,101,28,108,105,60,95,-95,-126,-24,-59,-61,15,15,88,-71,-11,-90,94,-59,25,112,-38,126,58,-48,-64,-114,-88,71,122,36,112,1,82,-14,62,39,-62,-42,127,106,58,52,-28,-85,95,-126,50,109,5,-45,-86,-68,125,105,-6,-100,-102,74,-83,-18,-9,-127,90,-33,-18,-68,-100,48,101,-41,-86,-94,104,-68,-124,57,22,-93,17,-22,108,-99,21,13,-91,-25,-64,31,-22,-86,50,-71,-100,66,73,85,-102,-27,-27,-43,-92,-23,-17,-70,-31,69,115,122,86,4,-11,127,-105,92,85,-70,33,123,-40,125,-49,-95,-112,115,-43,124,84,117,-82,-87,61,-61,114,-32,104,-8,57,-71,62,18,-31,-18,30,18,112,94,-84,49,-7,123,-119,-90,-92,103,5,-101,-26,37,78,-31,-92,-1,-10,-50,-21,-111,35,-50,90,-60,-89,-73,60,124,-45,-2,-13,96,-96,-18,48,54,-75,31,-125,-1,-34,-64,88,93,-19,-98,-83,75,-80,-69,-91,16,-75,104,29,-6,92,112,12,21,15,-38,-33,-24,118,-56,-2,56,127,127,-14,94,-38,127,83,113,29,-48,-80,97,-50,-48,-109,-57,61,-96,41,4,-111,-4,-26,85,67,-108,-14,106,76,-113,-31,-12,-2,-30,-29,-76,-7,80,-41,26,63,94,-5,116,58,-39,-13,-76,95,44,-79,-109,-72,-101,-81,-104,26,-122,-42,38,-116,-6,-24,48,-91,112,-109,-103,-45,38,46,-82,-19,99,107,-119,-20,-52,114,-91,-102,49,62,35,97,-38,-14,112,111,107,-35,108,125,110,11,115,80,47,36,54,22,76,26,69,55,11,-65,-50,27,100,-2,-116,26,-73,76,37,-88,109,-2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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 {-3,-33,59,21,117,70,0,44,108,108,-47,-80,-118,34,88,-91,-123,-108,8,51,26,82,-80,107,-100,-69,97,-90,17,19,63,111,-40,-125,110,24,58,-69,26,-31,-65,-37,-47,-41,-109,106,-100,108,-99,108,116,104,86,-50,-45,10,-53,112,34,96,-10,-39,-32,-25,69,102,-2,-4,-25,121,-1,-28,-48,-100,0,-128,60,-73,42,-32,118,-88,-113,-112,-113,70,-98,118,95,77,-52,123,-99,72,26,-102,-32,120,113,22,6,-68,84,-33,103,66,111,60,-76,33,10,25,-43,93,41,-79,110,13,67,107,-113,90,58,64,-125,79,-85,-18,76,80,-59,11,-18,-74,15,-102,99,-19,117,99,65,-50,-108,-121,-9,-104,33,94,-95,110,-48,-97,76,36,1,-58,86,-115,45,-88,38,51,123,-23,-20,-43,-37,15,91,-85,-88,6,-96,58,78,13,23,1,-43,62,-70,-108,44,30,74,90,79,-80,-20,71,-21,0,60,19,-59,-52,44,-14,77,92,-69,121,-123,-27,119,-84,79,87,24,85,118,1,-51,-96,60,102,-6,15,96,120,-109,6,35,11,-119,-109,-18,16,-112,91,-126,71,-29,121,-21,-120,37,57,-117,-39,93,56,-73,-104,77,-107,-52,111,-61,-4,44,-119,67,72,-66,36,-127,-113,-124,123,21,98,84,86,76,23,78,7,-127,-4,1,-46,-107,59,-21,53,-65,-99,-15,-98,53,-31,7,64,7,105,51,-75,50,-52,48,101,-126,-120,5,34,3,81,-39,70,41,112,25,30,79,-6,107,-11,-97,92,-84,67,49,107,60,101,-37,27,-91,-61,-96,120,-113,87,-46,68,64,102,-86,-60,13,-71,56,-105,90,-9,-35,27,103,120,39,23,-39,-1,-85,-95,-6,119,-41,-2,-69,102,102,-119,-3,-11,-125,-111,40,-115,-41,-117,-44,-7,83,123,-21,23,99,-107,43,100,-99,-3,89,3,-113,103,47,-94,-69,-38,-28,-37,49,-117,-49,-126,17,-98,37,92,55,-116,-70,-50,77,120,47,124,78,114,67,-48,6,-42,-115,85,116,-114,-46,-50,-13,70,-101,110,-55,20,-51,125,-19,-9,-15,46,30,-27,-123,114,-50,-30,-72,76,-83,71,47,-45,74,102,44,108,-26,108,-113,-43,110,-91,37,-69,76,-33,106,-76,-96,20,-117,63,-33,-5,11,-121,-51,63,-56,59,-16,-33,114,74,124,73,99,-50,51,-71,118,106,30,-92,26,-40,119,-121,2,-45,9,0,-5,-2,-89,88,-11,-85,-60,19,81,-96,75,82,-40,124,89,-36,-117,-100,-2,-34,112,101,39,-101,-106,60,59,-126,-32,96,68,-53,87,20,54,-24,46,-95,65,-112,22,60,122,-22,-106,-124,97,-37,-86,95,-110,-8,44,58,-12,-120,-45,-86,-32,-86,-94,-14,15,29,-8,-114,71,70,-93,-69,100,-123,-18,-47,-12,127,104,-102,93,-11,-73,121,87,-79,-92,46,92,-108,-107,79,121,-71,-89,16,-11,-52,72,-114,-32,-60,-9,-57,-4,10,-81,-22,68,74,76,-68,-127,96,-84,69,-3,-26,-106,-3,-87,-65,105,109,122,-103,31,-108,-86,-5,-39,85,88,67,-82,0,-25,93,61,-62,5,-54,-114,-51,-9,-114,20,49,-26,38,19,39,-103,33,-120,37,-97,32,-89,119,111,-124,-99,78,-49,-128,76,-18,-12,-109,96,90,-73,-104,59,-59,-92,123,55,54,-120,-80,-48,-16,-95,96,36,118,-119,-58,93,45,-43,-75,64,38,-2,-72,-111,22,-89,-75,-120,-42,45,108,59,-105,40,27,32,-66,121,-22,-71,-9,118,124,60,-96,47,4,14,-27,64,70,47,-91,-70,1,-44,94,-46,53,4,23,-124,-92,-95,83,-49,-81,40,-80,48,0,39,1,-113,32,40,-21,-1,-110,102,1,-74,-51,40,108,-35,-36,89,84,123,-48,-115,-115,83,-61,114,-127,-61,114,100,-82,-45,60,87,60,19,86,97,-68,40,-66,75,86,-32,-128,88,-57,-27,77,3,-27,43,-39,-62,66,5,-82,45,-104,-78,34,57,96,89,-90,66,-10,37,-110,-30,82,-58,13,94,12,115,35,117,0,80,61,-7,107,-104,-21,21,-70,-93,-94,-51,-61,39,-62,64,-82,-109,76,84,58,-47,-100,52,46,-51,88,91,8,-47,108,-80,25,-58,111,-59,-83,-75,92,98,110,54,106,65,-47,-120,-5,90,-123,101,-61,-85,-93,109,88,0,8,59,86,56,126,17,-26,58,-101,-25,35,0,-123,-3,-56,112,-128,8,17,-52,88,31,-3,105,-56,68,-1,-94,96,-19,10,-22,-88,-10,119,-44,19,42,75,-86,18,-107,89,-82,-120,76,40,84,-122,29,33,-47,17,-50,-13,23,-66,-46,85,-29,-110,42,-68,8,99,-93,-29,101,16,52,-13,127,0,86,-117,-92,-70,-32,-27,127,-123,1,34,-13,92,114,-11,29,-103,-121,-54,20,73,16,74,108,16,-61,89,50,-30,-14,116,44,-31,16,96,24,-51,7,39,-87,-69,-61,-98,61,-46,113,85,-95,103,67,99,-66,-45,-42,-70,96,104,5,-111,69,-25,99,-118,23,109,11,4,-41,-94,73,100,96,6,90,-75,-25,79,-13,-43,-6,-12,51,12,40,124,-56,81,-8,59,-60,-26,-54,33,122,85,53,-99,125,19,-26,94,41,-5,46,-48,-70,-10,41,102,-1,-98,-9,15,29,46,-66,-118,-53,45,119,-127,94,53,-58,90,124,5,-110,-98,-80,-77,77,29,19,105,-121,92,9,-124,50,-119,59,40,67,104,-12,13,103,101,47,-51,34,-66,-101,-117,112,-5,118,-48,-60,-114,38,-71,2,51,114,80,115,-5,116,20,16,-47,-19,30,24,-68,7,-30,-3,-64,-7,-34,-12,44,34,-91,-97,116,112,-99,108,-75,17,26,-14,-61,80,22,-7,34,47,-93,45,106,121,78,43,-97,39,-99,-68,-72,-7,64,-49,-82,-127,78,-64,48,18,15,126,-125,-111,-69,-111,10,-46,111,-75,123,-44,-67,-31,-96,-67,-53,-53,-106,67,-101,23,62,30,9,-114,-12,-57,-38,-78,95,-10,-3,110,88,123,-26,78,-125,114,53,10,-57,26,38,-51,73,92,-124,79,15,75,-62,109,-113,-67,1,35,52,-36,55,7,111,-43,109,101,88,122,-21,-32,-87,59,16,-122,-109,-118,17,-22,-39,53,-105,77,90,-24,-65,43,-27,113,30,-117,-30,106,37,55,59,54,-70,99,99,-73,120,97,-39,-88,-54,101,51,-76,70,-121,-68,23,-73,-31,75,-8,-63,-123,-93,96,-81,99,-95,28,-36,55,-104,32,-64,41,-97,95,-89,126,-26,-25,126,2,-26,-54,110,-86,110,74,-3,-110,56,-60,-49,117,-82,-55,-103,-112,70,-85,85,-63,82,7,75,-61,90,32,35,-115,72,73,-121,63,-84,-52,-29,-59,-4,29,64,119,127,58,-117,48,126,120,-115,-15,-10,27,27,-81,117,-5,121,-72,113,31,-13,10,27,-106,-51,81,-96,-22,19,-78,6,71,-34,123,118,75,-23,-72,-97,111,-121,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+
+#define HIDDEN_STATE_WEIGHT_X4 {-3,69,-33,102,76,60,80,19,59,-2,21,-4,-59,-59,11,-52,117,-25,70,121,-18,44,-74,-14,0,-1,44,-28,15,77,-102,92,108,-48,108,-100,99,-69,-19,121,-47,0,-80,-128,117,-123,99,-27,-118,60,34,-73,65,119,-50,-84,88,42,-91,-32,-108,79,-121,87,-123,118,-108,-88,-9,24,-104,85,8,-113,51,-112,33,118,94,1,26,-113,82,70,-95,-51,110,-96,-80,-98,107,118,-48,60,-97,102,-100,95,-69,77,76,-6,36,15,97,-52,-90,123,1,96,-58,120,17,-99,19,72,86,-109,-115,6,63,26,111,-102,45,35,-88,11,-40,-32,-125,120,38,-119,51,-109,110,113,24,22,123,-18,-23,16,58,6,-69,-68,-20,-112,-43,91,26,84,-31,-33,-37,-126,15,71,-65,103,-37,66,91,-29,-85,121,-47,111,-41,60,-88,-21,6,-120,-109,-76,106,33,-96,37,58,57,-100,10,108,25,78,-117,13,-39,-99,-43,108,93,23,93,1,56,116,41,104,-79,-43,-73,62,-104,86,110,-50,13,-70,77,-108,-107,-45,67,10,107,44,-52,30,111,-53,-113,112,90,74,-61,90,-4,34,58,96,64,79,44,-80,-119,-10,-125,-39,79,-20,67,71,72,-32,-85,-25,-18,-21,-66,0,36,-127,-96,-113,120,49,76,-117,-33,-124,-113,123,87,-49,106,-126,-76,21,-46,98,68,17,-96,-98,20,84,64,86,102,37,-117,92,63,76,-86,23,-60,55,-33,-116,-5,78,13,7,-71,-70,11,-50,-121,-127,56,-4,-105,77,-51,120,63,1,90,-46,-9,47,-56,124,59,-107,-35,59,27,78,-16,114,-33,-21,103,53,120,67,114,-48,74,-65,39,-99,23,6,124,-42,73,-15,-39,-98,-1,-115,99,85,-50,53,-85,-31,-95,116,51,-114,-71,7,-6,64,119,-46,118,-50,106,7,-41,105,-2,-13,30,70,-92,51,-69,-75,102,-101,26,110,-40,50,102,-52,-119,-55,119,20,-121,48,-3,101,-11,-51,2,125,-45,-126,-125,-120,-111,-19,9,-9,0,5,40,34,-115,-15,-5,46,-2,3,-41,81,-117,30,-89,-27,88,-39,-44,70,-7,-123,-11,114,-85,41,83,112,123,-50,-60,-30,19,25,-21,30,23,-72,81,76,-96,79,99,-6,-107,-83,75,71,82,107,43,-11,100,47,-40,-45,124,-97,-99,92,-3,74,89,102,-36,-84,89,67,3,44,-117,108,-100,49,-113,107,103,-26,-2,108,-34,60,47,101,-94,-113,112,-43,101,-37,-69,27,-38,110,39,-91,-101,-91,-28,-61,-37,37,-106,-69,60,59,121,-126,-71,-97,47,32,4,-32,-89,96,16,-89,14,119,-27,68,-11,-53,-52,111,64,-124,70,87,72,20,-114,-99,47,78,-91,54,-32,-24,-60,-49,-70,-128,1,46,-9,-95,-57,76,-44,-18,94,65,-4,-112,10,-12,-46,-109,53,22,-81,60,-22,96,4,90,23,122,68,-22,74,-73,-124,-104,-92,-106,76,-124,-68,59,-95,-59,83,97,-127,-37,96,-92,-49,123,-81,-86,-84,95,69,55,40,54,-80,-110,-3,-8,-26,-120,48,-80,0,44,-106,58,-3,-48,39,-16,1,-12,-87,-120,-65,-95,-113,96,32,-45,105,-86,109,36,40,118,-21,-32,122,-86,-103,-119,-1,-58,-110,-94,31,-14,-108,93,102,45,1,15,-86,29,-5,-43,-74,-75,-51,-8,-39,-114,85,64,40,38,108,71,88,70,67,-2,-35,-72,-36,-93,-82,-69,0,-111,89,22,84,100,-25,-123,93,-89,123,-75,-48,-18,61,-47,-62,-120,-115,-42,-115,-12,5,127,-54,45,83,108,-61,104,-114,-102,-51,59,114,-105,-127,93,-9,-11,-114,40,-61,27,114,-73,20,121,49,32,100,-66,-82,87,-26,-79,38,121,-45,-22,60,-92,19,46,39,-71,87,-9,60,92,-103,-108,33,118,19,124,86,-107,-120,79,37,60,97,-96,-68,40,-51,-66,88,-10,-61,119,89,75,91,86,8,-44,50,19,-30,-32,-47,-128,108,42,-14,75,116,88,-80,-57,25,-86,44,18,-31,-27,-58,77,111,-107,16,89,96,3,-59,-27,-83,-82,24,-120,-51,43,-75,-39,92,76,7,40,39,-62,98,66,110,84,-87,-122,-69,5,54,-82,106,29,-61,33,-98,45,65,-104,-47,-47,61,17,-46,-78,-120,34,-5,-50,113,-13,85,57,90,96,-123,23,-95,-66,103,89,101,-90,-61,-46,67,85,99,66,-85,-10,-93,-29,-66,-110,-45,37,109,-110,88,42,-42,-68,-70,-30,0,82,8,8,96,99,104,-58,59,13,86,-93,5,-29,-111,94,56,12,126,101,69,16,-25,115,17,35,-26,52,99,-13,-118,117,58,0,-101,127,23,0,109,80,-25,61,35,86,11,-117,4,-7,0,107,-123,-92,-41,-70,-94,-104,-3,-21,-56,-32,73,-27,100,21,112,-70,-128,127,96,-123,6,-93,8,-94,17,1,90,34,-75,-51,-52,-61,88,-13,-25,92,79,39,31,-62,-3,114,-13,-11,-43,64,105,-82,-56,29,-6,-103,-12,-109,68,76,-1,-121,51,-54,12,84,-94,58,96,20,40,73,124,-47,-19,-100,10,16,-56,74,81,52,-22,46,-88,108,-8,16,59,-60,-101,-26,-117,-127,-36,78,55,-54,112,33,-5,-64,7,48,111,122,118,85,-48,18,-43,15,109,53,-60,-99,-114,126,101,-125,88,125,38,19,-71,-111,122,-69,-21,-26,2,94,51,-111,-32,10,-87,41,114,-5,80,-46,59,111,16,46,115,-48,-5,-75,-122,123,-109,-70,116,-10,20,-44,-118,-67,17,41,16,102,-47,-31,-22,-96,-39,-1,-19,-98,30,-67,53,-53,-105,-9,24,15,-68,-53,77,-106,90,29,7,46,-30,67,-24,-101,-65,-66,-3,-118,-64,23,43,62,-27,-53,-7,45,-34,30,113,9,30,119,-12,-127,44,-114,-117,-12,-30,94,34,53,-91,-57,106,-38,37,-58,-97,90,116,-78,55,95,59,124,112,5,-99,-10,54,-3,-70,-110,108,-98,-75,110,99,88,99,-80,17,-77,26,123,-73,-26,120,77,-14,29,-61,78,97,-125,-39,19,80,105,22,114,-88,53,-54,-121,-7,92,34,10,101,-57,51,9,47,-124,-93,26,-76,38,70,50,45,-119,106,-51,-121,73,-68,59,121,40,78,92,23,-124,-73,67,43,104,-97,79,-31,15,75,-12,39,13,-99,75,-8,-62,-63,103,-68,101,-72,109,-123,-113,-93,47,-7,-51,64,-67,96,1,-81,34,-49,-66,-82,35,99,52,-95,28,27,-36,27,-93,-15,52,-68,55,-81,-104,117,67,-3,53,102,32,-5,-64,121,-31,-10,19,-123,41,-72,-97,113,45,-10,-111,-71,95,31,-89,-13,36,-111,39,86,126,10,-26,27,-91,48,-77,-45,-25,-106,126,-51,104,101,71,81,2,81,-26,-96,7,-114,-44,-94,-54,-22,110,19,-76,77,3,-127,-86,-78,110,6,-62,-96,121,-100,74,71,-3,-34,43,86,37,109,-110,123,56,118,-7,-33,-96,15,-60,75,-49,-23,-6,-34,57,60,117,-72,-82,-97,-104,88,30,-86,-55,111,-103,-121,-126,-63,-94,-103,-112,0,70,80,118,-46,-44,101,-85,28,85,52,91,-127,29,-88,-63,95,82,59,124,90,-86,-37,7,-116,75,72,-13,82,55,-125,-61,80,90,-75,41,-28,-41,-6,32,-62,35,88,91,61,-112,-104,-115,23,72,-102,-25,77,103,0,73,13,-121,6,81,-52,-70,59,63,113,-84,-85,-112,-9,113,-82,-52,98,-29,45,-25,59,-73,-78,-59,-96,-4,-32,-82,79,16,80,29,94,64,-7,67,-77,-5,-125,119,12,127,-9,104,-95,56,16,58,86,-117,18,66,26,-115,-55,48,59,126,-15,-90,-16,-126,15,120,75,-115,13,106,-76,80,-9,-15,-70,-10,50,-78,56,-51,110,85,-29,-102,20,15,-56,-73,-64,-23,-66,-12,-80,-128,-6,-121,-103,-6,-122,-97,40,46,-36,30,-2,-34,-2,32,116,-93,-59,-109,34,-79,126,-95,-120,-15,-40,-86,-64,71,-48,126,124,-2,-39,75,-64,127,57,30,-107,1,-74,-32,-105,-112,104,-115,80,-27,50,-86,-86,75,-13,-8,81,-13,-66,-38,-14,125,118,103,33,48,-71,10,35,-118,88,65,119,-36,-116,-107,-20,-43,-110,107,33,-27,15,-48,-119,46,-35,96,-75,88,-12,-7,90,-41,-6,-87,89,-88,-117,98,-29,-64,-41,-18,99,-83,13,61,-8,126,46,82,127,-81,-75,20,57,10,-36,81,54,-123,67,18,124,45,-55,95,50,-41,-38,-127,66,61,24,9,51,-55,113,-66,-80,28,49,-113,-71,24,113,-107,105,-71,37,47,-117,73,45,30,-74,117,114,26,6,-42,-80,-74,108,-81,110,73,88,124,-24,-43,-3,49,84,-55,-30,-125,36,102,62,-126,-45,-33,-50,98,-8,6,109,62,113,-84,-12,32,-40,24,-101,-87,-57,-56,59,-123,106,32,12,-71,-18,97,49,113,-47,105,-113,49,99,-124,-124,-81,-118,117,-12,-76,46,-9,-48,-41,-3,-54,-86,97,88,119,-82,-113,-52,-126,-93,-23,-121,127,-97,-28,-24,31,-62,-119,52,-93,75,7,33,-101,-67,67,-45,39,74,-83,127,-115,-66,4,-6,-18,-29,29,-23,68,-123,-103,31,24,117,49,8,-70,41,1,20,71,99,-40,-21,-116,-30,93,66,95,27,63,117,-49,20,-113,-92,-7,127,115,-85,97,-39,34,-67,-10,-53,123,-87,119,2,-77,68,-74,-66,22,96,-13,-12,96,-26,86,35,47,-128,-4,83,52,114,-2,-84,-14,67,-94,-53,-45,-74,-71,-94,94,-101,-122,3,-48,-14,124,-43,56,-3,58,-22,-97,-106,1,-32,57,-16,-127,51,23,-67,-59,-27,-60,125,-46,-125,-117,28,-74,29,29,-76,94,25,58,-32,-31,-101,-105,42,49,101,-115,-60,114,-55,-72,101,94,35,-14,-6,-115,-101,20,-36,-8,103,77,-42,82,61,104,85,35,-71,100,111,67,107,-90,-24,19,6,117,-87,-16,-67,-26,26,24,105,-64,102,105,-36,-7,60,109,112,-19,119,59,-81,10,-91,-9,69,124,-54,124,52,80,13,-105,21,-116,-114,-33,5,0,10,126,-93,22,-26,-115,115,94,22,105,-111,30,-7,102,44,63,0,85,-38,91,-30,98,-21,43,4,-63,-34,-124,-67,38,33,-2,45,-32,-86,12,-92,-38,29,39,121,-119,-42,-23,-30,-106,3,-12,-54,-108,7}
+
+#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}
diff --git a/NN/Examples/IAR/iar_nn_examples/NN-example-gru/readme_iar.txt b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/readme_iar.txt
new file mode 100644
index 0000000..a73e193
--- /dev/null
+++ b/NN/Examples/IAR/iar_nn_examples/NN-example-gru/readme_iar.txt
@@ -0,0 +1,7 @@
+CMSIS NN Lib example arm_nnexample_gru0 for
+  Cortex-M0, Cortex-M3, Cortex-M4 and Cortex-M7.
+
+The example is configured for IAR Embedded Workbench for ARM Simulator.
+
+When changing target, remember to change the ARM_MATH_CMx and __FPU_PRESENT
+Preprocessor defines for C/C++ Compiler
\ No newline at end of file
diff --git a/NN/Include/arm_nn_tables.h b/NN/Include/arm_nn_tables.h
index d56d82c..36be5a8 100644
--- a/NN/Include/arm_nn_tables.h
+++ b/NN/Include/arm_nn_tables.h
@@ -53,7 +53,4 @@ extern const q15_t tanhTable_q15[256];
 extern const q15_t sigmoidHTable_q15[192];
 extern const q15_t sigmoidLTable_q15[128];
 
-extern const q15_t sigmoidLTable_q15[128];
-extern const q15_t sigmoidHTable_q15[192];
-
 #endif                          /*  ARM_NN_TABLES_H */
diff --git a/NN/Include/arm_nnfunctions.h b/NN/Include/arm_nnfunctions.h
index c6ec83a..331255b 100644
--- a/NN/Include/arm_nnfunctions.h
+++ b/NN/Include/arm_nnfunctions.h
@@ -34,7 +34,7 @@
    * ------------
    *
    * This user manual describes the CMSIS NN software library,
-   * a collection of efficient neural network kernels developed to maximize the 
+   * a collection of efficient neural network kernels developed to maximize the
    * performance and minimize the memory footprint of neural networks on Cortex-M processor cores.
    *
    * The library is divided into a number of functions each covering a specific category:
@@ -47,8 +47,8 @@
    *
    * The library has separate functions for operating on different weight and activation data
    * types including 8-bit integers (q7_t) and 16-bit integers (q15_t). The descrition of the
-   * kernels are included in the function description. The implementation details are also 
-   * described in this paper [1]. 
+   * kernels are included in the function description. The implementation details are also
+   * described in this paper [1].
    *
    * Block Diagram
    * --------
@@ -86,7 +86,7 @@
 
 /**
  * @defgroup groupNN Neural Network Functions
- * These functions perform basic operations for neural network layers. 
+ * These functions perform basic operations for neural network layers.
  */
 
 #ifndef _ARM_NNFUNCTIONS_H
@@ -111,12 +111,12 @@ extern    "C"
  *
  * The convolution is implemented in 2 steps: im2col and GEMM
  *
- * im2col is a process of converting each patch of image data into 
+ * im2col is a process of converting each patch of image data into
  * a column. After im2col, the convolution is computed as matrix-matrix
  * multiplication.
- * 
+ *
  * To reduce the memory footprint, the im2col is performed partially.
- * Each iteration, only a few column (i.e., patches) are generated and 
+ * Each iteration, only a few column (i.e., patches) are generated and
  * computed with GEMM kernels similar to CMSIS-DSP arm_mat_mult functions.
  *
  */
@@ -136,9 +136,9 @@ extern    "C"
    * @param[in]       out_shift   amount of right-shift for output
    * @param[in,out]   Im_out      pointer to output tensor
    * @param[in]       dim_im_out  output tensor dimension
-   * @param[in,out]   bufferA     pointer to buffer space for input 
+   * @param[in,out]   bufferA     pointer to buffer space for input
    * @param[in,out]   bufferB     pointer to buffer space for output
-   * @return     The function returns <code>ARM_MATH_SUCCESS</code> 
+   * @return     The function returns <code>ARM_MATH_SUCCESS</code>
    *
    */
 
@@ -153,9 +153,9 @@ extern    "C"
                                          const q7_t * bias,
                                          const uint16_t bias_shift,
                                          const uint16_t out_shift,
-                                         q7_t * Im_out, 
-                                         const uint16_t dim_im_out, 
-                                         q15_t * bufferA, 
+                                         q7_t * Im_out,
+                                         const uint16_t dim_im_out,
+                                         q15_t * bufferA,
                                          q7_t * bufferB);
 
   /**
@@ -180,7 +180,7 @@ extern    "C"
    * @param[in]       dim_im_out_y output tensor dimension y
    * @param[in,out]   bufferA      pointer to buffer space for input
    * @param[in,out]   bufferB      pointer to buffer space for output
-   * @return     The function returns <code>ARM_MATH_SUCCESS</code> 
+   * @return     The function returns <code>ARM_MATH_SUCCESS</code>
    */
 
     arm_status arm_convolve_HWC_q7_basic_nonsquare(const q7_t * Im_in,
@@ -219,9 +219,9 @@ extern    "C"
    * @param[in]       out_shift   amount of right-shift for output
    * @param[in,out]   Im_out      pointer to output tensor
    * @param[in]       dim_im_out  output tensor dimension
-   * @param[in,out]   bufferA     pointer to buffer space for input 
+   * @param[in,out]   bufferA     pointer to buffer space for input
    * @param[in,out]   bufferB     pointer to buffer space for output
-   * @return     The function returns <code>ARM_MATH_SUCCESS</code> 
+   * @return     The function returns <code>ARM_MATH_SUCCESS</code>
    *
    */
 
@@ -236,9 +236,9 @@ extern    "C"
                                           const q15_t * bias,
                                           const uint16_t bias_shift,
                                           const uint16_t out_shift,
-                                          q15_t * Im_out, 
-                                          const uint16_t dim_im_out, 
-                                          q15_t * bufferA, 
+                                          q15_t * Im_out,
+                                          const uint16_t dim_im_out,
+                                          q15_t * bufferA,
                                           q7_t * bufferB);
 
   /**
@@ -256,7 +256,7 @@ extern    "C"
    * @param[in]       out_shift   amount of right-shift for output
    * @param[in,out]   Im_out      pointer to output tensor
    * @param[in]       dim_im_out  output tensor dimension
-   * @param[in,out]   bufferA     pointer to buffer space for input 
+   * @param[in,out]   bufferA     pointer to buffer space for input
    * @param[in,out]   bufferB     pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -278,9 +278,9 @@ extern    "C"
                                         const q7_t * bias,
                                         const uint16_t bias_shift,
                                         const uint16_t out_shift,
-                                        q7_t * Im_out, 
-                                        const uint16_t dim_im_out, 
-                                        q15_t * bufferA, 
+                                        q7_t * Im_out,
+                                        const uint16_t dim_im_out,
+                                        q15_t * bufferA,
                                         q7_t * bufferB);
 
   /**
@@ -303,7 +303,7 @@ extern    "C"
    * @param[in,out]   Im_out       pointer to output tensor
    * @param[in]       dim_im_out_x output tensor dimension x
    * @param[in]       dim_im_out_y output tensor dimension y
-   * @param[in,out]   bufferA      pointer to buffer space for input 
+   * @param[in,out]   bufferA      pointer to buffer space for input
    * @param[in,out]   bufferB      pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -355,7 +355,7 @@ extern    "C"
    * @param[in,out]   Im_out       pointer to output tensor
    * @param[in]       dim_im_out_x output tensor dimension x
    * @param[in]       dim_im_out_y output tensor dimension y
-   * @param[in,out]   bufferA      pointer to buffer space for input 
+   * @param[in,out]   bufferA      pointer to buffer space for input
    * @param[in,out]   bufferB      pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -405,7 +405,7 @@ extern    "C"
    * @param[in]       out_shift   amount of right-shift for output
    * @param[in,out]   Im_out      pointer to output tensor
    * @param[in]       dim_im_out  output tensor dimension
-   * @param[in,out]   bufferA     pointer to buffer space for input 
+   * @param[in,out]   bufferA     pointer to buffer space for input
    * @param[in,out]   bufferB     pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -426,9 +426,9 @@ extern    "C"
                                        const q7_t * bias,
                                        const uint16_t bias_shift,
                                        const uint16_t out_shift,
-                                       q7_t * Im_out, 
-                                       const uint16_t dim_im_out, 
-                                       q15_t * bufferA, 
+                                       q7_t * Im_out,
+                                       const uint16_t dim_im_out,
+                                       q15_t * bufferA,
                                        q7_t * bufferB);
 
   /**
@@ -446,7 +446,7 @@ extern    "C"
    * @param[in]       out_shift   amount of right-shift for output
    * @param[in,out]   Im_out      pointer to output tensor
    * @param[in]       dim_im_out  output tensor dimension
-   * @param[in,out]   bufferA     pointer to buffer space for input 
+   * @param[in,out]   bufferA     pointer to buffer space for input
    * @param[in,out]   bufferB     pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -468,9 +468,9 @@ extern    "C"
                                          const q15_t * bias,
                                          const uint16_t bias_shift,
                                          const uint16_t out_shift,
-                                         q15_t * Im_out, 
-                                         const uint16_t dim_im_out, 
-                                         q15_t * bufferA, 
+                                         q15_t * Im_out,
+                                         const uint16_t dim_im_out,
+                                         q15_t * bufferA,
                                          q7_t * bufferB);
 
   /**
@@ -493,7 +493,7 @@ extern    "C"
    * @param[in,out]   Im_out       pointer to output tensor
    * @param[in]       dim_im_out_x output tensor dimension x
    * @param[in]       dim_im_out_y output tensor dimension y
-   * @param[in,out]   bufferA      pointer to buffer space for input 
+   * @param[in,out]   bufferA      pointer to buffer space for input
    * @param[in,out]   bufferB      pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -508,7 +508,7 @@ extern    "C"
    *
    * <b>Input dimension constraints:</b>
    *
-   * ch_im_in is multiple of 2 
+   * ch_im_in is multiple of 2
    *
    * ch_im_out is multipe of 2
    *
@@ -532,10 +532,10 @@ extern    "C"
                               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, 
+                              const uint16_t dim_im_out_y,
+                              q15_t * bufferA,
                               q7_t * bufferB);
-										 
+
   /**
    * @brief Q7 depthwise separable convolution function
    * @param[in]       Im_in       pointer to input tensor
@@ -551,7 +551,7 @@ extern    "C"
    * @param[in]       out_shift   amount of right-shift for output
    * @param[in,out]   Im_out      pointer to output tensor
    * @param[in]       dim_im_out  output tensor dimension
-   * @param[in,out]   bufferA     pointer to buffer space for input 
+   * @param[in,out]   bufferA     pointer to buffer space for input
    * @param[in,out]   bufferB     pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -574,8 +574,8 @@ extern    "C"
                                                    const uint16_t bias_shift,
                                                    const uint16_t out_shift,
                                                    q7_t * Im_out,
-                                                   const uint16_t dim_im_out, 
-                                                   q15_t * bufferA, 
+                                                   const uint16_t dim_im_out,
+                                                   q15_t * bufferA,
                                                    q7_t * bufferB);
 
   /**
@@ -598,7 +598,7 @@ extern    "C"
    * @param[in,out]   Im_out        pointer to output tensor
    * @param[in]       dim_im_out_x  output tensor dimension x
    * @param[in]       dim_im_out_y  output tensor dimension y
-   * @param[in,out]   bufferA       pointer to buffer space for input 
+   * @param[in,out]   bufferA       pointer to buffer space for input
    * @param[in,out]   bufferB       pointer to buffer space for output
    * @return     The function returns either
    * <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
@@ -642,7 +642,7 @@ extern    "C"
  *
  * Here we have two types of kernel functions. The basic function
  * implements the function using regular GEMV approach. The opt functions
- * operates with weights in interleaved formats. 
+ * operates with weights in interleaved formats.
  *
  */
 
@@ -666,9 +666,9 @@ extern    "C"
                                       const uint16_t dim_vec,
                                       const uint16_t num_of_rows,
                                       const uint16_t bias_shift,
-                                      const uint16_t out_shift, 
-                                      const q7_t * bias, 
-                                      q7_t * pOut, 
+                                      const uint16_t out_shift,
+                                      const q7_t * bias,
+                                      q7_t * pOut,
                                       q15_t * vec_buffer);
 
   /**
@@ -691,9 +691,9 @@ extern    "C"
                                           const uint16_t dim_vec,
                                           const uint16_t num_of_rows,
                                           const uint16_t bias_shift,
-                                          const uint16_t out_shift, 
-                                          const q7_t * bias, 
-                                          q7_t * pOut, 
+                                          const uint16_t out_shift,
+                                          const q7_t * bias,
+                                          q7_t * pOut,
                                           q15_t * vec_buffer);
 
   /**
@@ -716,9 +716,9 @@ extern    "C"
                                        const uint16_t dim_vec,
                                        const uint16_t num_of_rows,
                                        const uint16_t bias_shift,
-                                       const uint16_t out_shift, 
-                                       const q15_t * bias, 
-                                       q15_t * pOut, 
+                                       const uint16_t out_shift,
+                                       const q15_t * bias,
+                                       q15_t * pOut,
                                        q15_t * vec_buffer);
 
   /**
@@ -742,8 +742,8 @@ extern    "C"
                                            const uint16_t num_of_rows,
                                            const uint16_t bias_shift,
                                            const uint16_t out_shift,
-                                           const q15_t * bias, 
-                                           q15_t * pOut, 
+                                           const q15_t * bias,
+                                           q15_t * pOut,
                                            q15_t * vec_buffer);
 
   /**
@@ -767,8 +767,8 @@ extern    "C"
                                                   const uint16_t num_of_rows,
                                                   const uint16_t bias_shift,
                                                   const uint16_t out_shift,
-                                                  const q7_t * bias, 
-                                                  q15_t * pOut, 
+                                                  const q7_t * bias,
+                                                  q15_t * pOut,
                                                   q15_t * vec_buffer);
 
   /**
@@ -792,16 +792,16 @@ extern    "C"
                                                       const uint16_t num_of_rows,
                                                       const uint16_t bias_shift,
                                                       const uint16_t out_shift,
-                                                      const q7_t * bias, 
-                                                      q15_t * pOut, 
+                                                      const q7_t * bias,
+                                                      q15_t * pOut,
                                                       q15_t * vec_buffer);
 
 /**
  * @brief Matrix-Multiplication Kernels for Convolution
  *
- * These functions are used within convolution layer functions for 
+ * These functions are used within convolution layer functions for
  * matrix multiplication.
- * 
+ *
  * The implementation is similar to CMSIS-DSP arm_mat_mult functions
  * with one Q7 and one Q15 operands. The Q15 operand is the im2col
  * output which is always with 2 columns.
@@ -826,8 +826,8 @@ extern    "C"
                                             const uint16_t ch_im_out,
                                             const uint16_t numCol_A,
                                             const uint16_t bias_shift,
-                                            const uint16_t out_shift, 
-                                            const q7_t * bias, 
+                                            const uint16_t out_shift,
+                                            const q7_t * bias,
                                             q7_t * pOut);
 
   /**
@@ -848,8 +848,8 @@ extern    "C"
                                                       const uint16_t ch_im_out,
                                                       const uint16_t numCol_A,
                                                       const uint16_t bias_shift,
-                                                      const uint16_t out_shift, 
-                                                      const q7_t * bias, 
+                                                      const uint16_t out_shift,
+                                                      const q7_t * bias,
                                                       q7_t * pOut);
 
 #ifdef __cplusplus
@@ -902,7 +902,7 @@ extern    "C"
    * @return none.
    */
 
-    void      arm_nn_activations_direct_q7(q7_t * data, uint16_t size, uint16_t int_width, 
+    void      arm_nn_activations_direct_q7(q7_t * data, uint16_t size, uint16_t int_width,
                                            arm_nn_activation_type type);
 
   /**
@@ -944,9 +944,9 @@ extern    "C"
                                  const uint16_t ch_im_in,
                                  const uint16_t dim_kernel,
                                  const uint16_t padding,
-                                 const uint16_t stride, 
-                                 const uint16_t dim_im_out, 
-                                 q7_t * bufferA, 
+                                 const uint16_t stride,
+                                 const uint16_t dim_im_out,
+                                 q7_t * bufferA,
                                  q7_t * Im_out);
 
   /**
@@ -969,9 +969,9 @@ extern    "C"
                                  const uint16_t ch_im_in,
                                  const uint16_t dim_kernel,
                                  const uint16_t padding,
-                                 const uint16_t stride, 
-                                 const uint16_t dim_im_out, 
-                                 q7_t * bufferA, 
+                                 const uint16_t stride,
+                                 const uint16_t dim_im_out,
+                                 q7_t * bufferA,
                                  q7_t * Im_out);
 
 /**
@@ -1003,6 +1003,71 @@ extern    "C"
 
     void      arm_softmax_q15(const q15_t * vec_in, const uint16_t dim_vec, q15_t * p_out);
 
+  /**
+   * @brief uint8 depthwise convolution function with asymmetric quantization for even number of channel multiplier
+   *        and input channels. Unless specified otherwise, arguments are mandatory.
+   *
+   * @param[in]     input     Pointer to input tensor
+   * @param[in]     input_x   Width of input tensor
+   * @param[in]     input_y   Height of input tensor
+   * @param[in]     input_ch  Channels in input tensor
+   * @param[in]     kernel    Pointer to kernel weights
+   * @param[in]     kernel_x  Width of kernel
+   * @param[in]     kernel_y  Height of kernel
+   * @param[in]     ch_mult   Number of channel multiplier
+   * @param[in]     pad_x     Padding sizes x
+   * @param[in]     pad_y     Padding sizes y
+   * @param[in]     stride_x  Convolution stride along the width
+   * @param[in]     stride_y  Convolution stride along the height
+   * @param[in]     dilation_x Dilation along width. Not used and intended for future enhancement.
+   * @param[in]     dilation_y Dilation along height. Not used and intended for future enhancement.
+   * @param[in]     bias       Pointer to optional bias values. If no bias is
+   *                           availble, NULL is expected
+   * @param[in]     input_offset  Input tensor zero offset
+   * @param[in]     filter_offset Kernel tensor zero offset
+   * @param[in]     output_offset Output tensor zero offset
+   * @param[in,out] output        Pointer to output tensor
+   * @param[in]     output_x  Width of output tensor
+   * @param[in]     output_y  Height of output tensor
+   * @param[in]     output_activation_min   Minimum value to clamp the output to. Range : {0, 255}
+   * @param[in]     output_activation_max   Minimum value to clamp the output to. Range : {0, 255}
+   * @param[in]     out_shift  Amount of right-shift for output
+   * @param[in]     out_mult   Output multiplier for requantization
+   * @return        The function returns one of the following
+   *                <code>ARM_MATH_SIZE_MISMATCH</code> - Not supported dimension of tensors
+   *                <code>ARM_MATH_SUCCESS</code> - Successful operation
+   *                <code>ARM_MATH_ARGUMENT_ERROR</code> - Implementation not available
+   *
+   * <b> Input constraints</b>
+   * ch_mult  is multiple of 2
+   * kernel_x is multiple of 2
+   *
+   */
+    arm_status arm_depthwise_conv_u8_basic_ver1(const uint8_t *input,
+                                                const uint16_t input_x,
+                                                const uint16_t input_y,
+                                                const uint16_t input_ch,
+                                                const uint8_t *kernel,
+                                                const uint16_t kernel_x,
+                                                const uint16_t kernel_y,
+                                                const int16_t ch_mult,
+                                                const int16_t pad_x,
+                                                const int16_t pad_y,
+                                                const int16_t stride_x,
+                                                const int16_t stride_y,
+                                                const int16_t dilation_x,
+                                                const int16_t dilation_y,
+                                                const int32_t *bias,
+                                                const int32_t input_offset,
+                                                const int32_t filter_offset,
+                                                const int32_t output_offset,
+                                                uint8_t *output,
+                                                const uint16_t output_x,
+                                                const uint16_t output_y,
+                                                const int32_t output_activation_min,
+                                                const int32_t output_activation_max,
+                                                const int32_t out_shift,
+                                                const int32_t out_mult);
 #ifdef __cplusplus
 }
 #endif
diff --git a/NN/Include/arm_nnsupportfunctions.h b/NN/Include/arm_nnsupportfunctions.h
index 8460190..af426e1 100644
--- a/NN/Include/arm_nnsupportfunctions.h
+++ b/NN/Include/arm_nnsupportfunctions.h
@@ -32,13 +32,17 @@
 
 #include "arm_math.h"
 #include "arm_common_tables.h"
-//#include <cstring>
 
 #ifdef __cplusplus
 extern    "C"
 {
 #endif
 
+#define LEFT_SHIFT(_shift)  (_shift > 0 ? _shift : 0)
+#define RIGHT_SHIFT(_shift) (_shift > 0 ? 0 : -_shift)
+#define Q31_MIN (0x80000000L)
+#define Q31_MAX (0x7FFFFFFFL)
+
 /**
  * @brief Union for SIMD access of Q31/Q15/Q7 types
  */
@@ -72,11 +76,11 @@ typedef enum
  */
 
 /**
- * @brief Converts the elements of the Q7 vector to Q15 vector without left-shift 
- * @param[in]       *pSrc points to the Q7 input vector    
- * @param[out]      *pDst points to the Q15 output vector   
- * @param[in]       blockSize length of the input vector    
- * @return none.    
+ * @brief Converts the elements of the Q7 vector to Q15 vector without left-shift
+ * @param[in]       *pSrc points to the Q7 input vector
+ * @param[out]      *pDst points to the Q15 output vector
+ * @param[in]       blockSize length of the input vector
+ * @return none.
  *
  */
 
@@ -84,10 +88,10 @@ void      arm_q7_to_q15_no_shift(const q7_t * pSrc, q15_t * pDst, uint32_t block
 
 /**
  * @brief  Converts the elements of the Q7 vector to reordered Q15 vector without left-shift
- * @param[in]       *pSrc points to the Q7 input vector    
- * @param[out]      *pDst points to the Q15 output vector   
- * @param[in]       blockSize length of the input vector    
- * @return none.    
+ * @param[in]       *pSrc points to the Q7 input vector
+ * @param[out]      *pDst points to the Q15 output vector
+ * @param[in]       blockSize length of the input vector
+ * @return none.
  *
  */
 
@@ -163,7 +167,7 @@ void arm_nn_mult_q15(
   q15_t * pDst,
   const uint16_t out_shift,
   uint32_t blockSize);
-  
+
 /**
  * @brief           Q7 vector multiplication with variable output shifts
  * @param[in]       *pSrcA        pointer to the first input vector
@@ -185,16 +189,79 @@ void arm_nn_mult_q7(
   q7_t * pDst,
   const uint16_t out_shift,
   uint32_t blockSize);
- 
+
 /**
- * @brief defition to adding rouding offset
+ * @brief macro for adding rounding offset
  */
 #ifndef ARM_NN_TRUNCATE
-    #define NN_ROUND(out_shift) ( 0x1 << (out_shift - 1) )
+    #define NN_ROUND(out_shift) ( (0x1u << out_shift) >> 1 )
 #else
     #define NN_ROUND(out_shift) 0
 #endif
 
+/**
+ * @brief           Saturating doubling high multiply. Result matches
+ *                  NEON instruction VQRDMULH.
+ * @param[in]       m1        Multiplicand
+ * @param[in]       m2        Multiplier
+ * @return          Result of multiplication.
+ *
+ */
+__STATIC_FORCEINLINE q31_t arm_nn_sat_doubling_high_mult(const q31_t m1, const q31_t m2)
+{
+    q31_t result = 0;
+    // Rounding offset to add for a right shift of 31
+    q63_t mult = 1 << 30;
+
+    if ((m1 < 0) ^ (m2 < 0))
+    {
+        mult = 1 - mult;
+    }
+    // Gets resolved as a SMLAL instruction
+    mult = mult + (q63_t)m1 * m2;
+
+    // Utilize all of the upper 32 bits. This is the doubling step
+    // as well.
+    result = mult / (1UL << 31);
+
+    if ((m1 == m2) && (m1 == Q31_MIN))
+    {
+        result = Q31_MAX;
+    }
+    return result;
+}
+
+/**
+ * @brief           Rounding divide by power of two.
+ * @param[in]       dividend - Dividend
+ * @param[in]       exponent - Divisor = power(2, exponent)
+ *                             Range: [0, 31]
+ * @return          Rounded result of division. Midpoint is rounded away from zero.
+ *
+ */
+__STATIC_FORCEINLINE q31_t arm_nn_divide_by_power_of_two(const q31_t dividend, const q31_t exponent)
+{
+    q31_t result = 0;
+    const q31_t remainder_mask = (1l << exponent) - 1;
+    int32_t remainder = remainder_mask & dividend;
+
+    // Basic division
+    result = dividend >> exponent;
+
+    // Adjust 'result' for rounding (mid point away from zero)
+    q31_t threshold = remainder_mask >> 1;
+    if (result < 0)
+    {
+        threshold++;
+    }
+    if (remainder > threshold)
+    {
+        result++;
+    }
+
+    return result;
+}
+
 #ifdef __cplusplus
 }
 #endif
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM0/startup_ARMCM0.s b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM0/startup_ARMCM0.s
new file mode 100644
index 0000000..9fc447d
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM0/startup_ARMCM0.s
@@ -0,0 +1,242 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM0.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM0 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM0/system_ARMCM0.c b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM0/system_ARMCM0.c
new file mode 100644
index 0000000..66829ad
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM0/system_ARMCM0.c
@@ -0,0 +1,56 @@
+/**************************************************************************//**
+ * @file     system_ARMCM0.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM0 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include "ARMCM0.h"
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM3/startup_ARMCM3.s b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM3/startup_ARMCM3.s
new file mode 100644
index 0000000..e3ea17f
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM3/startup_ARMCM3.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM3.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM3 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00080000
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM3/system_ARMCM3.c b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM3/system_ARMCM3.c
new file mode 100644
index 0000000..f08df7a
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM3/system_ARMCM3.c
@@ -0,0 +1,68 @@
+/**************************************************************************//**
+ * @file     system_ARMCM3.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM3 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include "ARMCM3.h"
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4/startup_ARMCM4.s b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4/startup_ARMCM4.s
new file mode 100644
index 0000000..dae6439
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4/startup_ARMCM4.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM4.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM4 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000C00
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4/system_ARMCM4.c b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4/system_ARMCM4.c
new file mode 100644
index 0000000..af23005
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4/system_ARMCM4.c
@@ -0,0 +1,83 @@
+/**************************************************************************//**
+ * @file     system_ARMCM4.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM4 Device Series
+ * @version  V5.00
+ * @date     07. September 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#if defined (ARMCM4)
+  #include "ARMCM4.h"
+#elif defined (ARMCM4_FP)
+  #include "ARMCM4_FP.h"
+#else
+  #error device not specified!
+#endif
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000UL)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5U * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1U)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1U)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+#if defined (__FPU_USED) && (__FPU_USED == 1U)
+  SCB->CPACR |= ((3U << 10U*2U) |           /* set CP10 Full Access */
+                 (3U << 11U*2U)  );         /* set CP11 Full Access */
+#endif
+
+#ifdef UNALIGNED_SUPPORT_DISABLE
+  SCB->CCR |= SCB_CCR_UNALIGN_TRP_Msk;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4_FP/startup_ARMCM4.s b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4_FP/startup_ARMCM4.s
new file mode 100644
index 0000000..116c5cb
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4_FP/startup_ARMCM4.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM4.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM4 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00004000
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00100000
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4_FP/system_ARMCM4.c b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4_FP/system_ARMCM4.c
new file mode 100644
index 0000000..070fa1e
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM4_FP/system_ARMCM4.c
@@ -0,0 +1,83 @@
+/**************************************************************************//**
+ * @file     system_ARMCM4.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM4 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#if defined (ARMCM4)
+  #include "ARMCM4.h"
+#elif defined (ARMCM4_FP)
+  #include "ARMCM4_FP.h"
+#else
+  #error device not specified!
+#endif
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+#if defined (__FPU_USED) && (__FPU_USED == 1)
+  SCB->CPACR |= ((3U << 10*2) |           /* set CP10 Full Access */
+                 (3U << 11*2)  );         /* set CP11 Full Access */
+#endif
+
+#ifdef UNALIGNED_SUPPORT_DISABLE
+  SCB->CCR |= SCB_CCR_UNALIGN_TRP_Msk;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/gcc_arm.ld b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/gcc_arm.ld
new file mode 100644
index 0000000..b987fd1
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/gcc_arm.ld
@@ -0,0 +1,196 @@
+/* Linker script to configure memory regions. */
+MEMORY
+{
+  FLASH (rx)  : ORIGIN = 0x00000000, LENGTH = 512K
+  RAM   (rwx) : ORIGIN = 0x20000000, LENGTH = 256K
+}
+
+/* Library configurations */
+GROUP(libgcc.a libc.a libm.a libnosys.a)
+
+/* Linker script to place sections and symbol values. Should be used together
+ * with other linker script that defines memory regions FLASH and RAM.
+ * It references following symbols, which must be defined in code:
+ *   Reset_Handler : Entry of reset handler
+ *
+ * It defines following symbols, which code can use without definition:
+ *   __exidx_start
+ *   __exidx_end
+ *   __copy_table_start__
+ *   __copy_table_end__
+ *   __zero_table_start__
+ *   __zero_table_end__
+ *   __etext
+ *   __data_start__
+ *   __preinit_array_start
+ *   __preinit_array_end
+ *   __init_array_start
+ *   __init_array_end
+ *   __fini_array_start
+ *   __fini_array_end
+ *   __data_end__
+ *   __bss_start__
+ *   __bss_end__
+ *   __end__
+ *   end
+ *   __HeapBase
+ *   __HeapLimit
+ *   __StackLimit
+ *   __StackTop
+ *   __stack
+ *   __Vectors_End
+ *   __Vectors_Size
+ */
+ENTRY(Reset_Handler)
+
+SECTIONS
+{
+	.text :
+	{
+		KEEP(*(.vectors))
+		__Vectors_End = .;
+		__Vectors_Size = __Vectors_End - __Vectors;
+		__end__ = .;
+
+		*(.text*)
+
+		KEEP(*(.init))
+		KEEP(*(.fini))
+
+		/* .ctors */
+		*crtbegin.o(.ctors)
+		*crtbegin?.o(.ctors)
+		*(EXCLUDE_FILE(*crtend?.o *crtend.o) .ctors)
+		*(SORT(.ctors.*))
+		*(.ctors)
+
+		/* .dtors */
+ 		*crtbegin.o(.dtors)
+ 		*crtbegin?.o(.dtors)
+ 		*(EXCLUDE_FILE(*crtend?.o *crtend.o) .dtors)
+ 		*(SORT(.dtors.*))
+ 		*(.dtors)
+
+		*(.rodata*)
+
+		KEEP(*(.eh_frame*))
+	} > FLASH
+
+	.ARM.extab :
+	{
+		*(.ARM.extab* .gnu.linkonce.armextab.*)
+	} > FLASH
+
+	__exidx_start = .;
+	.ARM.exidx :
+	{
+		*(.ARM.exidx* .gnu.linkonce.armexidx.*)
+	} > FLASH
+	__exidx_end = .;
+
+	/* To copy multiple ROM to RAM sections,
+	 * uncomment .copy.table section and,
+	 * define __STARTUP_COPY_MULTIPLE in startup_ARMCMx.S */
+	/*
+	.copy.table :
+	{
+		. = ALIGN(4);
+		__copy_table_start__ = .;
+		LONG (__etext)
+		LONG (__data_start__)
+		LONG (__data_end__ - __data_start__)
+		LONG (__etext2)
+		LONG (__data2_start__)
+		LONG (__data2_end__ - __data2_start__)
+		__copy_table_end__ = .;
+	} > FLASH
+	*/
+
+	/* To clear multiple BSS sections,
+	 * uncomment .zero.table section and,
+	 * define __STARTUP_CLEAR_BSS_MULTIPLE in startup_ARMCMx.S */
+	/*
+	.zero.table :
+	{
+		. = ALIGN(4);
+		__zero_table_start__ = .;
+		LONG (__bss_start__)
+		LONG (__bss_end__ - __bss_start__)
+		LONG (__bss2_start__)
+		LONG (__bss2_end__ - __bss2_start__)
+		__zero_table_end__ = .;
+	} > FLASH
+	*/
+
+	__etext = .;
+
+	.data : AT (__etext)
+	{
+		__data_start__ = .;
+		*(vtable)
+		*(.data*)
+
+		. = ALIGN(4);
+		/* preinit data */
+		PROVIDE_HIDDEN (__preinit_array_start = .);
+		KEEP(*(.preinit_array))
+		PROVIDE_HIDDEN (__preinit_array_end = .);
+
+		. = ALIGN(4);
+		/* init data */
+		PROVIDE_HIDDEN (__init_array_start = .);
+		KEEP(*(SORT(.init_array.*)))
+		KEEP(*(.init_array))
+		PROVIDE_HIDDEN (__init_array_end = .);
+
+
+		. = ALIGN(4);
+		/* finit data */
+		PROVIDE_HIDDEN (__fini_array_start = .);
+		KEEP(*(SORT(.fini_array.*)))
+		KEEP(*(.fini_array))
+		PROVIDE_HIDDEN (__fini_array_end = .);
+
+		KEEP(*(.jcr*))
+		. = ALIGN(4);
+		/* All data end */
+		__data_end__ = .;
+
+	} > RAM
+
+	.bss :
+	{
+		. = ALIGN(4);
+		__bss_start__ = .;
+		*(.bss*)
+		*(COMMON)
+		. = ALIGN(4);
+		__bss_end__ = .;
+	} > RAM
+
+	.heap (COPY):
+	{
+		__HeapBase = .;
+		__end__ = .;
+		end = __end__;
+		KEEP(*(.heap*))
+		__HeapLimit = .;
+	} > RAM
+
+	/* .stack_dummy section doesn't contains any symbols. It is only
+	 * used for linker to calculate size of stack sections, and assign
+	 * values to stack symbols later */
+	.stack_dummy (COPY):
+	{
+		KEEP(*(.stack*))
+	} > RAM
+
+	/* Set stack top to end of RAM, and stack limit move down by
+	 * size of stack_dummy section */
+	__StackTop = ORIGIN(RAM) + LENGTH(RAM);
+	__StackLimit = __StackTop - SIZEOF(.stack_dummy);
+	PROVIDE(__stack = __StackTop);
+
+	/* Check if data + heap + stack exceeds RAM limit */
+	ASSERT(__StackLimit >= __HeapLimit, "region RAM overflowed with stack")
+}
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/startup_ARMCM7.c b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/startup_ARMCM7.c
new file mode 100644
index 0000000..26edb9f
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/startup_ARMCM7.c
@@ -0,0 +1,295 @@
+/**************************************************************************//**
+ * @file     startup_ARMCM7.s
+ * @brief    CMSIS Core Device Startup File for
+ *           ARMCM7 Device Series
+ * @version  V5.00
+ * @date     26. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#include <stdint.h>
+
+
+/*----------------------------------------------------------------------------
+  Linker generated Symbols
+ *----------------------------------------------------------------------------*/
+extern uint32_t __etext;
+extern uint32_t __data_start__;
+extern uint32_t __data_end__;
+extern uint32_t __copy_table_start__;
+extern uint32_t __copy_table_end__;
+extern uint32_t __zero_table_start__;
+extern uint32_t __zero_table_end__;
+extern uint32_t __bss_start__;
+extern uint32_t __bss_end__;
+extern uint32_t __StackTop;
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Handler Function Prototype
+ *----------------------------------------------------------------------------*/
+typedef void( *pFunc )( void );
+
+
+/*----------------------------------------------------------------------------
+  External References
+ *----------------------------------------------------------------------------*/
+#ifndef __START
+extern void  _start(void) __attribute__((noreturn));    /* PreeMain (C library entry point) */
+#else
+extern int  __START(void) __attribute__((noreturn));    /* main entry point */
+#endif
+
+#ifndef __NO_SYSTEM_INIT
+extern void SystemInit (void);            /* CMSIS System Initialization      */
+#endif
+
+
+/*----------------------------------------------------------------------------
+  Internal References
+ *----------------------------------------------------------------------------*/
+void Default_Handler(void);                          /* Default empty handler */
+void Reset_Handler(void);                            /* Reset Handler */
+
+
+/*----------------------------------------------------------------------------
+  User Initial Stack & Heap
+ *----------------------------------------------------------------------------*/
+#ifndef __STACK_SIZE
+  #define	__STACK_SIZE  0x00000400
+#endif
+static uint8_t stack[__STACK_SIZE] __attribute__ ((aligned(8), used, section(".stack")));
+
+#ifndef __HEAP_SIZE
+  #define	__HEAP_SIZE   0x00000C00
+#endif
+#if __HEAP_SIZE > 0
+static uint8_t heap[__HEAP_SIZE]   __attribute__ ((aligned(8), used, section(".heap")));
+#endif
+
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Handler
+ *----------------------------------------------------------------------------*/
+/* Cortex-M7 Processor Exceptions */
+void NMI_Handler         (void) __attribute__ ((weak, alias("Default_Handler")));
+void HardFault_Handler   (void) __attribute__ ((weak, alias("Default_Handler")));
+void MemManage_Handler   (void) __attribute__ ((weak, alias("Default_Handler")));
+void BusFault_Handler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UsageFault_Handler  (void) __attribute__ ((weak, alias("Default_Handler")));
+void SVC_Handler         (void) __attribute__ ((weak, alias("Default_Handler")));
+void DebugMon_Handler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void PendSV_Handler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void SysTick_Handler     (void) __attribute__ ((weak, alias("Default_Handler")));
+
+/* ARMCM7 Specific Interrupts */
+void WDT_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void RTC_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void TIM0_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void TIM2_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void MCIA_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void MCIB_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART0_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART1_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART2_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART4_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void AACI_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void CLCD_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void ENET_IRQHandler     (void) __attribute__ ((weak, alias("Default_Handler")));
+void USBDC_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void USBHC_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void CHLCD_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void FLEXRAY_IRQHandler  (void) __attribute__ ((weak, alias("Default_Handler")));
+void CAN_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void LIN_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void I2C_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+void CPU_CLCD_IRQHandler (void) __attribute__ ((weak, alias("Default_Handler")));
+void UART3_IRQHandler    (void) __attribute__ ((weak, alias("Default_Handler")));
+void SPI_IRQHandler      (void) __attribute__ ((weak, alias("Default_Handler")));
+
+
+/*----------------------------------------------------------------------------
+  Exception / Interrupt Vector table
+ *----------------------------------------------------------------------------*/
+const pFunc __Vectors[] __attribute__ ((section(".vectors"))) = {
+  /* Cortex-M7 Exceptions Handler */
+  (pFunc)((uint32_t)&__StackTop),           /*      Initial Stack Pointer     */
+  Reset_Handler,                            /*      Reset Handler             */
+  NMI_Handler,                              /*      NMI Handler               */
+  HardFault_Handler,                        /*      Hard Fault Handler        */
+  MemManage_Handler,                        /*      MPU Fault Handler         */
+  BusFault_Handler,                         /*      Bus Fault Handler         */
+  UsageFault_Handler,                       /*      Usage Fault Handler       */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  0,                                        /*      Reserved                  */
+  SVC_Handler,                              /*      SVCall Handler            */
+  DebugMon_Handler,                         /*      Debug Monitor Handler     */
+  0,                                        /*      Reserved                  */
+  PendSV_Handler,                           /*      PendSV Handler            */
+  SysTick_Handler,                          /*      SysTick Handler           */
+
+  /* External interrupts */
+  WDT_IRQHandler,                           /*  0:  Watchdog Timer            */
+  RTC_IRQHandler,                           /*  1:  Real Time Clock           */
+  TIM0_IRQHandler,                          /*  2:  Timer0 / Timer1           */
+  TIM2_IRQHandler,                          /*  3:  Timer2 / Timer3           */
+  MCIA_IRQHandler,                          /*  4:  MCIa                      */
+  MCIB_IRQHandler,                          /*  5:  MCIb                      */
+  UART0_IRQHandler,                         /*  6:  UART0 - DUT FPGA          */
+  UART1_IRQHandler,                         /*  7:  UART1 - DUT FPGA          */
+  UART2_IRQHandler,                         /*  8:  UART2 - DUT FPGA          */
+  UART4_IRQHandler,                         /*  9:  UART4 - not connected     */
+  AACI_IRQHandler,                          /* 10: AACI / AC97                */
+  CLCD_IRQHandler,                          /* 11: CLCD Combined Interrupt    */
+  ENET_IRQHandler,                          /* 12: Ethernet                   */
+  USBDC_IRQHandler,                         /* 13: USB Device                 */
+  USBHC_IRQHandler,                         /* 14: USB Host Controller        */
+  CHLCD_IRQHandler,                         /* 15: Character LCD              */
+  FLEXRAY_IRQHandler,                       /* 16: Flexray                    */
+  CAN_IRQHandler,                           /* 17: CAN                        */
+  LIN_IRQHandler,                           /* 18: LIN                        */
+  I2C_IRQHandler,                           /* 19: I2C ADC/DAC                */
+  0,                                        /* 20: Reserved                   */
+  0,                                        /* 21: Reserved                   */
+  0,                                        /* 22: Reserved                   */
+  0,                                        /* 23: Reserved                   */
+  0,                                        /* 24: Reserved                   */
+  0,                                        /* 25: Reserved                   */
+  0,                                        /* 26: Reserved                   */
+  0,                                        /* 27: Reserved                   */
+  CPU_CLCD_IRQHandler,                      /* 28: Reserved - CPU FPGA CLCD   */
+  0,                                        /* 29: Reserved - CPU FPGA        */
+  UART3_IRQHandler,                         /* 30: UART3    - CPU FPGA        */
+  SPI_IRQHandler                            /* 31: SPI Touchscreen - CPU FPGA */
+};
+
+
+/*----------------------------------------------------------------------------
+  Reset Handler called on controller reset
+ *----------------------------------------------------------------------------*/
+void Reset_Handler(void) {
+  uint32_t *pSrc, *pDest;
+  uint32_t *pTable __attribute__((unused));
+
+/*  Firstly it copies data from read only memory to RAM. There are two schemes
+ *  to copy. One can copy more than one sections. Another can only copy
+ *  one section.  The former scheme needs more instructions and read-only
+ *  data to implement than the latter.
+ *  Macro __STARTUP_COPY_MULTIPLE is used to choose between two schemes.  */
+
+#ifdef __STARTUP_COPY_MULTIPLE
+/*  Multiple sections scheme.
+ *
+ *  Between symbol address __copy_table_start__ and __copy_table_end__,
+ *  there are array of triplets, each of which specify:
+ *    offset 0: LMA of start of a section to copy from
+ *    offset 4: VMA of start of a section to copy to
+ *    offset 8: size of the section to copy. Must be multiply of 4
+ *
+ *  All addresses must be aligned to 4 bytes boundary.
+ */
+  pTable = &__copy_table_start__;
+
+  for (; pTable < &__copy_table_end__; pTable = pTable + 3) {
+		pSrc  = (uint32_t*)*(pTable + 0);
+		pDest = (uint32_t*)*(pTable + 1);
+		for (; pDest < (uint32_t*)(*(pTable + 1) + *(pTable + 2)) ; ) {
+      *pDest++ = *pSrc++;
+		}
+	}
+#else
+/*  Single section scheme.
+ *
+ *  The ranges of copy from/to are specified by following symbols
+ *    __etext: LMA of start of the section to copy from. Usually end of text
+ *    __data_start__: VMA of start of the section to copy to
+ *    __data_end__: VMA of end of the section to copy to
+ *
+ *  All addresses must be aligned to 4 bytes boundary.
+ */
+  pSrc  = &__etext;
+  pDest = &__data_start__;
+
+  for ( ; pDest < &__data_end__ ; ) {
+    *pDest++ = *pSrc++;
+  }
+#endif /*__STARTUP_COPY_MULTIPLE */
+
+/*  This part of work usually is done in C library startup code. Otherwise,
+ *  define this macro to enable it in this startup.
+ *
+ *  There are two schemes too. One can clear multiple BSS sections. Another
+ *  can only clear one section. The former is more size expensive than the
+ *  latter.
+ *
+ *  Define macro __STARTUP_CLEAR_BSS_MULTIPLE to choose the former.
+ *  Otherwise efine macro __STARTUP_CLEAR_BSS to choose the later.
+ */
+#ifdef __STARTUP_CLEAR_BSS_MULTIPLE
+/*  Multiple sections scheme.
+ *
+ *  Between symbol address __copy_table_start__ and __copy_table_end__,
+ *  there are array of tuples specifying:
+ *    offset 0: Start of a BSS section
+ *    offset 4: Size of this BSS section. Must be multiply of 4
+ */
+  pTable = &__zero_table_start__;
+
+  for (; pTable < &__zero_table_end__; pTable = pTable + 2) {
+		pDest = (uint32_t*)*(pTable + 0);
+		for (; pDest < (uint32_t*)(*(pTable + 0) + *(pTable + 1)) ; ) {
+      *pDest++ = 0;
+		}
+	}
+#elif defined (__STARTUP_CLEAR_BSS)
+/*  Single BSS section scheme.
+ *
+ *  The BSS section is specified by following symbols
+ *    __bss_start__: start of the BSS section.
+ *    __bss_end__: end of the BSS section.
+ *
+ *  Both addresses must be aligned to 4 bytes boundary.
+ */
+  pDest = &__bss_start__;
+
+  for ( ; pDest < &__bss_end__ ; ) {
+    *pDest++ = 0UL;
+  }
+#endif /* __STARTUP_CLEAR_BSS_MULTIPLE || __STARTUP_CLEAR_BSS */
+
+#ifndef __NO_SYSTEM_INIT
+	SystemInit();
+#endif
+
+#ifndef __START
+#define __START _start
+#endif
+	__START();
+
+}
+
+
+/*----------------------------------------------------------------------------
+  Default Handler for Exceptions / Interrupts
+ *----------------------------------------------------------------------------*/
+void Default_Handler(void) {
+
+	while(1);
+}
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/startup_ARMCM7.s b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/startup_ARMCM7.s
new file mode 100644
index 0000000..0170ef4
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/startup_ARMCM7.s
@@ -0,0 +1,262 @@
+;/**************************************************************************//**
+; * @file     startup_ARMCM7.s
+; * @brief    CMSIS Core Device Startup File for
+; *           ARMCM7 Device Series
+; * @version  V5.00
+; * @date     02. March 2016
+; ******************************************************************************/
+;/*
+; * Copyright (c) 2009-2016 ARM Limited. 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.
+; */
+
+;/*
+;//-------- <<< Use Configuration Wizard in Context Menu >>> ------------------
+;*/
+
+
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00080000
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp              ; Top of Stack
+                DCD     Reset_Handler             ; Reset Handler
+                DCD     NMI_Handler               ; NMI Handler
+                DCD     HardFault_Handler         ; Hard Fault Handler
+                DCD     MemManage_Handler         ; MPU Fault Handler
+                DCD     BusFault_Handler          ; Bus Fault Handler
+                DCD     UsageFault_Handler        ; Usage Fault Handler
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     0                         ; Reserved
+                DCD     SVC_Handler               ; SVCall Handler
+                DCD     DebugMon_Handler          ; Debug Monitor Handler
+                DCD     0                         ; Reserved
+                DCD     PendSV_Handler            ; PendSV Handler
+                DCD     SysTick_Handler           ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WDT_IRQHandler            ;  0:  Watchdog Timer
+                DCD     RTC_IRQHandler            ;  1:  Real Time Clock
+                DCD     TIM0_IRQHandler           ;  2:  Timer0 / Timer1
+                DCD     TIM2_IRQHandler           ;  3:  Timer2 / Timer3
+                DCD     MCIA_IRQHandler           ;  4:  MCIa
+                DCD     MCIB_IRQHandler           ;  5:  MCIb
+                DCD     UART0_IRQHandler          ;  6:  UART0 - DUT FPGA
+                DCD     UART1_IRQHandler          ;  7:  UART1 - DUT FPGA
+                DCD     UART2_IRQHandler          ;  8:  UART2 - DUT FPGA
+                DCD     UART4_IRQHandler          ;  9:  UART4 - not connected
+                DCD     AACI_IRQHandler           ; 10: AACI / AC97
+                DCD     CLCD_IRQHandler           ; 11: CLCD Combined Interrupt
+                DCD     ENET_IRQHandler           ; 12: Ethernet
+                DCD     USBDC_IRQHandler          ; 13: USB Device
+                DCD     USBHC_IRQHandler          ; 14: USB Host Controller
+                DCD     CHLCD_IRQHandler          ; 15: Character LCD
+                DCD     FLEXRAY_IRQHandler        ; 16: Flexray
+                DCD     CAN_IRQHandler            ; 17: CAN
+                DCD     LIN_IRQHandler            ; 18: LIN
+                DCD     I2C_IRQHandler            ; 19: I2C ADC/DAC
+                DCD     0                         ; 20: Reserved
+                DCD     0                         ; 21: Reserved
+                DCD     0                         ; 22: Reserved
+                DCD     0                         ; 23: Reserved
+                DCD     0                         ; 24: Reserved
+                DCD     0                         ; 25: Reserved
+                DCD     0                         ; 26: Reserved
+                DCD     0                         ; 27: Reserved
+                DCD     CPU_CLCD_IRQHandler       ; 28: Reserved - CPU FPGA CLCD
+                DCD     0                         ; 29: Reserved - CPU FPGA
+                DCD     UART3_IRQHandler          ; 30: UART3    - CPU FPGA
+                DCD     SPI_IRQHandler            ; 31: SPI Touchscreen - CPU FPGA
+__Vectors_End
+
+__Vectors_Size  EQU     __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+
+; Reset Handler
+
+Reset_Handler   PROC
+                EXPORT  Reset_Handler             [WEAK]
+                IMPORT  SystemInit
+                IMPORT  __main
+                LDR     R0, =SystemInit
+                BLX     R0
+                LDR     R0, =__main
+                BX      R0
+                ENDP
+
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler               [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler         [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler         [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler          [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler        [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler               [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler          [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler            [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler           [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WDT_IRQHandler            [WEAK]
+                EXPORT  RTC_IRQHandler            [WEAK]
+                EXPORT  TIM0_IRQHandler           [WEAK]
+                EXPORT  TIM2_IRQHandler           [WEAK]
+                EXPORT  MCIA_IRQHandler           [WEAK]
+                EXPORT  MCIB_IRQHandler           [WEAK]
+                EXPORT  UART0_IRQHandler          [WEAK]
+                EXPORT  UART1_IRQHandler          [WEAK]
+                EXPORT  UART2_IRQHandler          [WEAK]
+                EXPORT  UART3_IRQHandler          [WEAK]
+                EXPORT  UART4_IRQHandler          [WEAK]
+                EXPORT  AACI_IRQHandler           [WEAK]
+                EXPORT  CLCD_IRQHandler           [WEAK]
+                EXPORT  ENET_IRQHandler           [WEAK]
+                EXPORT  USBDC_IRQHandler          [WEAK]
+                EXPORT  USBHC_IRQHandler          [WEAK]
+                EXPORT  CHLCD_IRQHandler          [WEAK]
+                EXPORT  FLEXRAY_IRQHandler        [WEAK]
+                EXPORT  CAN_IRQHandler            [WEAK]
+                EXPORT  LIN_IRQHandler            [WEAK]
+                EXPORT  I2C_IRQHandler            [WEAK]
+                EXPORT  CPU_CLCD_IRQHandler       [WEAK]
+                EXPORT  SPI_IRQHandler            [WEAK]
+
+WDT_IRQHandler
+RTC_IRQHandler
+TIM0_IRQHandler
+TIM2_IRQHandler
+MCIA_IRQHandler
+MCIB_IRQHandler
+UART0_IRQHandler
+UART1_IRQHandler
+UART2_IRQHandler
+UART3_IRQHandler
+UART4_IRQHandler
+AACI_IRQHandler
+CLCD_IRQHandler
+ENET_IRQHandler
+USBDC_IRQHandler
+USBHC_IRQHandler
+CHLCD_IRQHandler
+FLEXRAY_IRQHandler
+CAN_IRQHandler
+LIN_IRQHandler
+I2C_IRQHandler
+CPU_CLCD_IRQHandler
+SPI_IRQHandler
+                B       .
+
+                ENDP
+
+
+                ALIGN
+
+
+; User Initial Stack & Heap
+
+                IF      :DEF:__MICROLIB
+
+                EXPORT  __initial_sp
+                EXPORT  __heap_base
+                EXPORT  __heap_limit
+
+                ELSE
+
+                IMPORT  __use_two_region_memory
+                EXPORT  __user_initial_stackheap
+
+__user_initial_stackheap PROC
+                LDR     R0, =  Heap_Mem
+                LDR     R1, =(Stack_Mem + Stack_Size)
+                LDR     R2, = (Heap_Mem +  Heap_Size)
+                LDR     R3, = Stack_Mem
+                BX      LR
+                ENDP
+
+                ALIGN
+
+                ENDIF
+
+
+                END
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/system_ARMCM7.c b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/system_ARMCM7.c
new file mode 100644
index 0000000..65bfaca
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/ARMCM7_SP/system_ARMCM7.c
@@ -0,0 +1,85 @@
+/**************************************************************************//**
+ * @file     system_ARMCM7.c
+ * @brief    CMSIS Device System Source File for
+ *           ARMCM7 Device Series
+ * @version  V5.00
+ * @date     08. April 2016
+ ******************************************************************************/
+/*
+ * Copyright (c) 2009-2016 ARM Limited. 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.
+ */
+
+#if defined (ARMCM7)
+  #include "ARMCM7.h"
+#elif defined (ARMCM7_SP)
+  #include "ARMCM7_SP.h"
+#elif defined (ARMCM7_DP)
+  #include "ARMCM7_DP.h"
+#else
+  #error device not specified!
+#endif
+
+/*----------------------------------------------------------------------------
+  Define clocks
+ *----------------------------------------------------------------------------*/
+#define  XTAL            ( 5000000U)      /* Oscillator frequency */
+
+#define  SYSTEM_CLOCK    (5 * XTAL)
+
+
+/*----------------------------------------------------------------------------
+  Externals
+ *----------------------------------------------------------------------------*/
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  extern uint32_t __Vectors;
+#endif
+
+/*----------------------------------------------------------------------------
+  System Core Clock Variable
+ *----------------------------------------------------------------------------*/
+uint32_t SystemCoreClock = SYSTEM_CLOCK;
+
+
+/*----------------------------------------------------------------------------
+  System Core Clock update function
+ *----------------------------------------------------------------------------*/
+void SystemCoreClockUpdate (void)
+{
+  SystemCoreClock = SYSTEM_CLOCK;
+}
+
+/*----------------------------------------------------------------------------
+  System initialization function
+ *----------------------------------------------------------------------------*/
+void SystemInit (void)
+{
+
+#if defined (__VTOR_PRESENT) && (__VTOR_PRESENT == 1)
+  SCB->VTOR = (uint32_t) &__Vectors;
+#endif
+
+#if defined (__FPU_USED) && (__FPU_USED == 1)
+  SCB->CPACR |= ((3U << 10*2) |           /* set CP10 Full Access */
+                 (3U << 11*2)  );         /* set CP11 Full Access */
+#endif
+
+#ifdef UNALIGNED_SUPPORT_DISABLE
+  SCB->CCR |= SCB_CCR_UNALIGN_TRP_Msk;
+#endif
+
+  SystemCoreClock = SYSTEM_CLOCK;
+}
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/STM32F411RETx/startup_stm32f411xe.s b/NN/NN_Lib_Tests/nn_test/RTE/Device/STM32F411RETx/startup_stm32f411xe.s
new file mode 100644
index 0000000..9b70614
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/STM32F411RETx/startup_stm32f411xe.s
@@ -0,0 +1,395 @@
+;******************** (C) COPYRIGHT 2016 STMicroelectronics ********************
+;* File Name          : startup_stm32f411xe.s
+;* Author             : MCD Application Team
+;* Version            : V2.6.0
+;* Date               : 04-November-2016
+;* Description        : STM32F411xExx devices vector table for MDK-ARM toolchain. 
+;*                      This module performs:
+;*                      - Set the initial SP
+;*                      - Set the initial PC == Reset_Handler
+;*                      - Set the vector table entries with the exceptions ISR address
+;*                      - Branches to __main in the C library (which eventually
+;*                        calls main()).
+;*                      After Reset the CortexM4 processor is in Thread mode,
+;*                      priority is Privileged, and the Stack is set to Main.
+;* <<< Use Configuration Wizard in Context Menu >>>   
+;*******************************************************************************
+; 
+;* Redistribution and use in source and binary forms, with or without modification,
+;* are permitted provided that the following conditions are met:
+;*   1. Redistributions of source code must retain the above copyright notice,
+;*      this list of conditions and the following disclaimer.
+;*   2. 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.
+;*   3. Neither the name of STMicroelectronics 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 HOLDER 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.
+; 
+;*******************************************************************************
+
+; Amount of memory (in bytes) allocated for Stack
+; Tailor this value to your application needs
+; <h> Stack Configuration
+;   <o> Stack Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Stack_Size      EQU     0x00000400
+
+                AREA    STACK, NOINIT, READWRITE, ALIGN=3
+Stack_Mem       SPACE   Stack_Size
+__initial_sp
+
+
+; <h> Heap Configuration
+;   <o>  Heap Size (in Bytes) <0x0-0xFFFFFFFF:8>
+; </h>
+
+Heap_Size       EQU     0x00000200
+
+                AREA    HEAP, NOINIT, READWRITE, ALIGN=3
+__heap_base
+Heap_Mem        SPACE   Heap_Size
+__heap_limit
+
+                PRESERVE8
+                THUMB
+
+
+; Vector Table Mapped to Address 0 at Reset
+                AREA    RESET, DATA, READONLY
+                EXPORT  __Vectors
+                EXPORT  __Vectors_End
+                EXPORT  __Vectors_Size
+
+__Vectors       DCD     __initial_sp               ; Top of Stack
+                DCD     Reset_Handler              ; Reset Handler
+                DCD     NMI_Handler                ; NMI Handler
+                DCD     HardFault_Handler          ; Hard Fault Handler
+                DCD     MemManage_Handler          ; MPU Fault Handler
+                DCD     BusFault_Handler           ; Bus Fault Handler
+                DCD     UsageFault_Handler         ; Usage Fault Handler
+                DCD     0                          ; Reserved
+                DCD     0                          ; Reserved
+                DCD     0                          ; Reserved
+                DCD     0                          ; Reserved
+                DCD     SVC_Handler                ; SVCall Handler
+                DCD     DebugMon_Handler           ; Debug Monitor Handler
+                DCD     0                          ; Reserved
+                DCD     PendSV_Handler             ; PendSV Handler
+                DCD     SysTick_Handler            ; SysTick Handler
+
+                ; External Interrupts
+                DCD     WWDG_IRQHandler                   ; Window WatchDog                                        
+                DCD     PVD_IRQHandler                    ; PVD through EXTI Line detection                        
+                DCD     TAMP_STAMP_IRQHandler             ; Tamper and TimeStamps through the EXTI line            
+                DCD     RTC_WKUP_IRQHandler               ; RTC Wakeup through the EXTI line                       
+                DCD     FLASH_IRQHandler                  ; FLASH                                           
+                DCD     RCC_IRQHandler                    ; RCC                                             
+                DCD     EXTI0_IRQHandler                  ; EXTI Line0                                             
+                DCD     EXTI1_IRQHandler                  ; EXTI Line1                                             
+                DCD     EXTI2_IRQHandler                  ; EXTI Line2                                             
+                DCD     EXTI3_IRQHandler                  ; EXTI Line3                                             
+                DCD     EXTI4_IRQHandler                  ; EXTI Line4                                             
+                DCD     DMA1_Stream0_IRQHandler           ; DMA1 Stream 0                                   
+                DCD     DMA1_Stream1_IRQHandler           ; DMA1 Stream 1                                   
+                DCD     DMA1_Stream2_IRQHandler           ; DMA1 Stream 2                                   
+                DCD     DMA1_Stream3_IRQHandler           ; DMA1 Stream 3                                   
+                DCD     DMA1_Stream4_IRQHandler           ; DMA1 Stream 4                                   
+                DCD     DMA1_Stream5_IRQHandler           ; DMA1 Stream 5                                   
+                DCD     DMA1_Stream6_IRQHandler           ; DMA1 Stream 6                                   
+                DCD     ADC_IRQHandler                    ; ADC1, ADC2 and ADC3s                            
+                DCD     0                                 ; Reserved                                                
+                DCD     0                                 ; Reserved                                               
+                DCD     0                                 ; Reserved                                             
+                DCD     0                                 ; Reserved                                               
+                DCD     EXTI9_5_IRQHandler                ; External Line[9:5]s                                    
+                DCD     TIM1_BRK_TIM9_IRQHandler          ; TIM1 Break and TIM9                   
+                DCD     TIM1_UP_TIM10_IRQHandler          ; TIM1 Update and TIM10                 
+                DCD     TIM1_TRG_COM_TIM11_IRQHandler     ; TIM1 Trigger and Commutation and TIM11
+                DCD     TIM1_CC_IRQHandler                ; TIM1 Capture Compare                                   
+                DCD     TIM2_IRQHandler                   ; TIM2                                            
+                DCD     TIM3_IRQHandler                   ; TIM3                                            
+                DCD     TIM4_IRQHandler                   ; TIM4                                            
+                DCD     I2C1_EV_IRQHandler                ; I2C1 Event                                             
+                DCD     I2C1_ER_IRQHandler                ; I2C1 Error                                             
+                DCD     I2C2_EV_IRQHandler                ; I2C2 Event                                             
+                DCD     I2C2_ER_IRQHandler                ; I2C2 Error                                               
+                DCD     SPI1_IRQHandler                   ; SPI1                                            
+                DCD     SPI2_IRQHandler                   ; SPI2                                            
+                DCD     USART1_IRQHandler                 ; USART1                                          
+                DCD     USART2_IRQHandler                 ; USART2                                          
+                DCD     0                                 ; Reserved                                          
+                DCD     EXTI15_10_IRQHandler              ; External Line[15:10]s                                  
+                DCD     RTC_Alarm_IRQHandler              ; RTC Alarm (A and B) through EXTI Line                  
+                DCD     OTG_FS_WKUP_IRQHandler            ; USB OTG FS Wakeup through EXTI line                        
+                DCD     0                                 ; Reserved                  
+                DCD     0                                 ; Reserved                 
+                DCD     0                                 ; Reserved
+                DCD     0                                 ; Reserved                                   
+                DCD     DMA1_Stream7_IRQHandler           ; DMA1 Stream7                                           
+                DCD     0                                 ; Reserved                                             
+                DCD     SDIO_IRQHandler                   ; SDIO                                            
+                DCD     TIM5_IRQHandler                   ; TIM5                                            
+                DCD     SPI3_IRQHandler                   ; SPI3                                            
+                DCD     0                                 ; Reserved                                           
+                DCD     0                                 ; Reserved                                           
+                DCD     0                                 ; Reserved                   
+                DCD     0                                 ; Reserved                   
+                DCD     DMA2_Stream0_IRQHandler           ; DMA2 Stream 0                                   
+                DCD     DMA2_Stream1_IRQHandler           ; DMA2 Stream 1                                   
+                DCD     DMA2_Stream2_IRQHandler           ; DMA2 Stream 2                                   
+                DCD     DMA2_Stream3_IRQHandler           ; DMA2 Stream 3                                   
+                DCD     DMA2_Stream4_IRQHandler           ; DMA2 Stream 4
+                DCD     0                                 ; Reserved  
+                DCD     0                                 ; Reserved  
+                DCD     0                                 ; Reserved                                              
+                DCD     0                                 ; Reserved                                               
+                DCD     0                                 ; Reserved                                               
+                DCD     0                                 ; Reserved                                               
+                DCD     OTG_FS_IRQHandler                 ; USB OTG FS                                      
+                DCD     DMA2_Stream5_IRQHandler           ; DMA2 Stream 5                                   
+                DCD     DMA2_Stream6_IRQHandler           ; DMA2 Stream 6                                   
+                DCD     DMA2_Stream7_IRQHandler           ; DMA2 Stream 7                                   
+                DCD     USART6_IRQHandler                 ; USART6                                           
+                DCD     I2C3_EV_IRQHandler                ; I2C3 event                                             
+                DCD     I2C3_ER_IRQHandler                ; I2C3 error                                             
+                DCD     0                                 ; Reserved                     
+                DCD     0                                 ; Reserved                       
+                DCD     0                                 ; Reserved                         
+                DCD     0                                 ; Reserved                                    
+                DCD     0                                 ; Reserved  
+                DCD     0                                 ; Reserved				                              
+                DCD     0                                 ; Reserved
+                DCD     FPU_IRQHandler                    ; FPU
+                DCD     0                                 ; Reserved
+		        DCD     0                                 ; Reserved
+		        DCD     SPI4_IRQHandler                   ; SPI4
+				DCD     SPI5_IRQHandler                   ; SPI5
+                                         
+__Vectors_End
+
+__Vectors_Size  EQU  __Vectors_End - __Vectors
+
+                AREA    |.text|, CODE, READONLY
+
+; Reset handler
+Reset_Handler    PROC
+                 EXPORT  Reset_Handler             [WEAK]
+        IMPORT  SystemInit
+        IMPORT  __main
+
+                 LDR     R0, =SystemInit
+                 BLX     R0
+                 LDR     R0, =__main
+                 BX      R0
+                 ENDP
+
+; Dummy Exception Handlers (infinite loops which can be modified)
+
+NMI_Handler     PROC
+                EXPORT  NMI_Handler                [WEAK]
+                B       .
+                ENDP
+HardFault_Handler\
+                PROC
+                EXPORT  HardFault_Handler          [WEAK]
+                B       .
+                ENDP
+MemManage_Handler\
+                PROC
+                EXPORT  MemManage_Handler          [WEAK]
+                B       .
+                ENDP
+BusFault_Handler\
+                PROC
+                EXPORT  BusFault_Handler           [WEAK]
+                B       .
+                ENDP
+UsageFault_Handler\
+                PROC
+                EXPORT  UsageFault_Handler         [WEAK]
+                B       .
+                ENDP
+SVC_Handler     PROC
+                EXPORT  SVC_Handler                [WEAK]
+                B       .
+                ENDP
+DebugMon_Handler\
+                PROC
+                EXPORT  DebugMon_Handler           [WEAK]
+                B       .
+                ENDP
+PendSV_Handler  PROC
+                EXPORT  PendSV_Handler             [WEAK]
+                B       .
+                ENDP
+SysTick_Handler PROC
+                EXPORT  SysTick_Handler            [WEAK]
+                B       .
+                ENDP
+
+Default_Handler PROC
+
+                EXPORT  WWDG_IRQHandler                   [WEAK]                                        
+                EXPORT  PVD_IRQHandler                    [WEAK]                      
+                EXPORT  TAMP_STAMP_IRQHandler             [WEAK]         
+                EXPORT  RTC_WKUP_IRQHandler               [WEAK]                     
+                EXPORT  FLASH_IRQHandler                  [WEAK]                                         
+                EXPORT  RCC_IRQHandler                    [WEAK]                                            
+                EXPORT  EXTI0_IRQHandler                  [WEAK]                                            
+                EXPORT  EXTI1_IRQHandler                  [WEAK]                                             
+                EXPORT  EXTI2_IRQHandler                  [WEAK]                                            
+                EXPORT  EXTI3_IRQHandler                  [WEAK]                                           
+                EXPORT  EXTI4_IRQHandler                  [WEAK]                                            
+                EXPORT  DMA1_Stream0_IRQHandler           [WEAK]                                
+                EXPORT  DMA1_Stream1_IRQHandler           [WEAK]                                   
+                EXPORT  DMA1_Stream2_IRQHandler           [WEAK]                                   
+                EXPORT  DMA1_Stream3_IRQHandler           [WEAK]                                   
+                EXPORT  DMA1_Stream4_IRQHandler           [WEAK]                                   
+                EXPORT  DMA1_Stream5_IRQHandler           [WEAK]                                   
+                EXPORT  DMA1_Stream6_IRQHandler           [WEAK]                                   
+                EXPORT  ADC_IRQHandler                    [WEAK]                                                                        
+                EXPORT  EXTI9_5_IRQHandler                [WEAK]                                    
+                EXPORT  TIM1_BRK_TIM9_IRQHandler          [WEAK]                  
+                EXPORT  TIM1_UP_TIM10_IRQHandler          [WEAK]                
+                EXPORT  TIM1_TRG_COM_TIM11_IRQHandler     [WEAK] 
+                EXPORT  TIM1_CC_IRQHandler                [WEAK]                                   
+                EXPORT  TIM2_IRQHandler                   [WEAK]                                            
+                EXPORT  TIM3_IRQHandler                   [WEAK]                                            
+                EXPORT  TIM4_IRQHandler                   [WEAK]                                            
+                EXPORT  I2C1_EV_IRQHandler                [WEAK]                                             
+                EXPORT  I2C1_ER_IRQHandler                [WEAK]                                             
+                EXPORT  I2C2_EV_IRQHandler                [WEAK]                                            
+                EXPORT  I2C2_ER_IRQHandler                [WEAK]                                               
+                EXPORT  SPI1_IRQHandler                   [WEAK]                                           
+                EXPORT  SPI2_IRQHandler                   [WEAK]                                            
+                EXPORT  USART1_IRQHandler                 [WEAK]                                          
+                EXPORT  USART2_IRQHandler                 [WEAK]                                                                                  
+                EXPORT  EXTI15_10_IRQHandler              [WEAK]                                  
+                EXPORT  RTC_Alarm_IRQHandler              [WEAK]                  
+                EXPORT  OTG_FS_WKUP_IRQHandler            [WEAK]                        
+                EXPORT  DMA1_Stream7_IRQHandler           [WEAK]                                                                                     
+                EXPORT  SDIO_IRQHandler                   [WEAK]                                             
+                EXPORT  TIM5_IRQHandler                   [WEAK]                                             
+                EXPORT  SPI3_IRQHandler                   [WEAK]                                                               
+                EXPORT  DMA2_Stream0_IRQHandler           [WEAK]                                  
+                EXPORT  DMA2_Stream1_IRQHandler           [WEAK]                                   
+                EXPORT  DMA2_Stream2_IRQHandler           [WEAK]                                    
+                EXPORT  DMA2_Stream3_IRQHandler           [WEAK]                                    
+                EXPORT  DMA2_Stream4_IRQHandler           [WEAK]                                                                                                     
+                EXPORT  OTG_FS_IRQHandler                 [WEAK]                                       
+                EXPORT  DMA2_Stream5_IRQHandler           [WEAK]                                   
+                EXPORT  DMA2_Stream6_IRQHandler           [WEAK]                                   
+                EXPORT  DMA2_Stream7_IRQHandler           [WEAK]                                   
+                EXPORT  USART6_IRQHandler                 [WEAK]                                           
+                EXPORT  I2C3_EV_IRQHandler                [WEAK]                                              
+                EXPORT  I2C3_ER_IRQHandler                [WEAK]                                              
+                EXPORT  FPU_IRQHandler                    [WEAK]
+				EXPORT  SPI4_IRQHandler                   [WEAK]
+                EXPORT  SPI5_IRQHandler                   [WEAK]
+
+WWDG_IRQHandler                                                       
+PVD_IRQHandler                                      
+TAMP_STAMP_IRQHandler                  
+RTC_WKUP_IRQHandler                                
+FLASH_IRQHandler                                                       
+RCC_IRQHandler                                                            
+EXTI0_IRQHandler                                                          
+EXTI1_IRQHandler                                                           
+EXTI2_IRQHandler                                                          
+EXTI3_IRQHandler                                                         
+EXTI4_IRQHandler                                                          
+DMA1_Stream0_IRQHandler                                       
+DMA1_Stream1_IRQHandler                                          
+DMA1_Stream2_IRQHandler                                          
+DMA1_Stream3_IRQHandler                                          
+DMA1_Stream4_IRQHandler                                          
+DMA1_Stream5_IRQHandler                                          
+DMA1_Stream6_IRQHandler                                          
+ADC_IRQHandler                                                                                                    
+EXTI9_5_IRQHandler                                                
+TIM1_BRK_TIM9_IRQHandler                        
+TIM1_UP_TIM10_IRQHandler                      
+TIM1_TRG_COM_TIM11_IRQHandler  
+TIM1_CC_IRQHandler                                               
+TIM2_IRQHandler                                                           
+TIM3_IRQHandler                                                           
+TIM4_IRQHandler                                                           
+I2C1_EV_IRQHandler                                                         
+I2C1_ER_IRQHandler                                                         
+I2C2_EV_IRQHandler                                                        
+I2C2_ER_IRQHandler                                                           
+SPI1_IRQHandler                                                          
+SPI2_IRQHandler                                                           
+USART1_IRQHandler                                                       
+USART2_IRQHandler                                                                                                           
+EXTI15_10_IRQHandler                                            
+RTC_Alarm_IRQHandler                            
+OTG_FS_WKUP_IRQHandler                                                                           
+DMA1_Stream7_IRQHandler                                                                                                             
+SDIO_IRQHandler                                                            
+TIM5_IRQHandler                                                            
+SPI3_IRQHandler                                                                                     
+DMA2_Stream0_IRQHandler                                         
+DMA2_Stream1_IRQHandler                                          
+DMA2_Stream2_IRQHandler                                           
+DMA2_Stream3_IRQHandler                                           
+DMA2_Stream4_IRQHandler                                                                                                                                  
+OTG_FS_IRQHandler                                                    
+DMA2_Stream5_IRQHandler                                          
+DMA2_Stream6_IRQHandler                                          
+DMA2_Stream7_IRQHandler                                          
+USART6_IRQHandler                                                        
+I2C3_EV_IRQHandler                                                          
+I2C3_ER_IRQHandler                                                          
+FPU_IRQHandler
+SPI4_IRQHandler
+SPI5_IRQHandler
+
+                B       .
+
+                ENDP
+
+                ALIGN
+
+;*******************************************************************************
+; User Stack and Heap initialization
+;*******************************************************************************
+                 IF      :DEF:__MICROLIB
+                
+                 EXPORT  __initial_sp
+                 EXPORT  __heap_base
+                 EXPORT  __heap_limit
+                
+                 ELSE
+                
+                 IMPORT  __use_two_region_memory
+                 EXPORT  __user_initial_stackheap
+                 
+__user_initial_stackheap
+
+                 LDR     R0, =  Heap_Mem
+                 LDR     R1, =(Stack_Mem + Stack_Size)
+                 LDR     R2, = (Heap_Mem +  Heap_Size)
+                 LDR     R3, = Stack_Mem
+                 BX      LR
+
+                 ALIGN
+
+                 ENDIF
+
+                 END
+
+;************************ (C) COPYRIGHT STMicroelectronics *****END OF FILE*****
diff --git a/NN/NN_Lib_Tests/nn_test/RTE/Device/STM32F411RETx/system_stm32f4xx.c b/NN/NN_Lib_Tests/nn_test/RTE/Device/STM32F411RETx/system_stm32f4xx.c
new file mode 100644
index 0000000..bca0633
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/RTE/Device/STM32F411RETx/system_stm32f4xx.c
@@ -0,0 +1,763 @@
+/**
+  ******************************************************************************
+  * @file    system_stm32f4xx.c
+  * @author  MCD Application Team
+  * @version V2.6.0
+  * @date    04-November-2016
+  * @brief   CMSIS Cortex-M4 Device Peripheral Access Layer System Source File.
+  *
+  *   This file provides two functions and one global variable to be called from 
+  *   user application:
+  *      - SystemInit(): This function is called at startup just after reset and 
+  *                      before branch to main program. This call is made inside
+  *                      the "startup_stm32f4xx.s" file.
+  *
+  *      - SystemCoreClock variable: Contains the core clock (HCLK), it can be used
+  *                                  by the user application to setup the SysTick 
+  *                                  timer or configure other parameters.
+  *                                     
+  *      - SystemCoreClockUpdate(): Updates the variable SystemCoreClock and must
+  *                                 be called whenever the core clock is changed
+  *                                 during program execution.
+  *
+  *
+  ******************************************************************************
+  * @attention
+  *
+  * <h2><center>&copy; COPYRIGHT 2016 STMicroelectronics</center></h2>
+  *
+  * Redistribution and use in source and binary forms, with or without modification,
+  * are permitted provided that the following conditions are met:
+  *   1. Redistributions of source code must retain the above copyright notice,
+  *      this list of conditions and the following disclaimer.
+  *   2. 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.
+  *   3. Neither the name of STMicroelectronics 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 HOLDER 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.
+  *
+  ******************************************************************************
+  */
+
+/** @addtogroup CMSIS
+  * @{
+  */
+
+/** @addtogroup stm32f4xx_system
+  * @{
+  */  
+  
+/** @addtogroup STM32F4xx_System_Private_Includes
+  * @{
+  */
+
+
+#include "stm32f4xx.h"
+
+#if !defined  (HSE_VALUE) 
+  #define HSE_VALUE    ((uint32_t)25000000) /*!< Default value of the External oscillator in Hz */
+#endif /* HSE_VALUE */
+
+#if !defined  (HSI_VALUE)
+  #define HSI_VALUE    ((uint32_t)16000000) /*!< Value of the Internal oscillator in Hz*/
+#endif /* HSI_VALUE */
+
+/**
+  * @}
+  */
+
+/** @addtogroup STM32F4xx_System_Private_TypesDefinitions
+  * @{
+  */
+
+/**
+  * @}
+  */
+
+/** @addtogroup STM32F4xx_System_Private_Defines
+  * @{
+  */
+
+/************************* Miscellaneous Configuration ************************/
+/*!< Uncomment the following line if you need to use external SRAM or SDRAM as data memory  */
+#if defined(STM32F405xx) || defined(STM32F415xx) || defined(STM32F407xx) || defined(STM32F417xx)\
+ || defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)\
+ || defined(STM32F469xx) || defined(STM32F479xx) || defined(STM32F412Zx) || defined(STM32F412Vx)
+/* #define DATA_IN_ExtSRAM */
+#endif /* STM32F40xxx || STM32F41xxx || STM32F42xxx || STM32F43xxx || STM32F469xx || STM32F479xx ||\
+          STM32F412Zx || STM32F412Vx */
+ 
+#if defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)\
+ || defined(STM32F446xx) || defined(STM32F469xx) || defined(STM32F479xx)
+/* #define DATA_IN_ExtSDRAM */
+#endif /* STM32F427xx || STM32F437xx || STM32F429xx || STM32F439xx || STM32F446xx || STM32F469xx ||\
+          STM32F479xx */
+
+/*!< Uncomment the following line if you need to relocate your vector Table in
+     Internal SRAM. */
+/* #define VECT_TAB_SRAM */
+#define VECT_TAB_OFFSET  0x00 /*!< Vector Table base offset field. 
+                                   This value must be a multiple of 0x200. */
+/******************************************************************************/
+
+/**
+  * @}
+  */
+
+/** @addtogroup STM32F4xx_System_Private_Macros
+  * @{
+  */
+
+/**
+  * @}
+  */
+
+/** @addtogroup STM32F4xx_System_Private_Variables
+  * @{
+  */
+  /* This variable is updated in three ways:
+      1) by calling CMSIS function SystemCoreClockUpdate()
+      2) by calling HAL API function HAL_RCC_GetHCLKFreq()
+      3) each time HAL_RCC_ClockConfig() is called to configure the system clock frequency 
+         Note: If you use this function to configure the system clock; then there
+               is no need to call the 2 first functions listed above, since SystemCoreClock
+               variable is updated automatically.
+  */
+uint32_t SystemCoreClock = 16000000;
+const uint8_t AHBPrescTable[16] = {0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4, 6, 7, 8, 9};
+const uint8_t APBPrescTable[8]  = {0, 0, 0, 0, 1, 2, 3, 4};
+/**
+  * @}
+  */
+
+/** @addtogroup STM32F4xx_System_Private_FunctionPrototypes
+  * @{
+  */
+
+#if defined (DATA_IN_ExtSRAM) || defined (DATA_IN_ExtSDRAM)
+  static void SystemInit_ExtMemCtl(void); 
+#endif /* DATA_IN_ExtSRAM || DATA_IN_ExtSDRAM */
+
+/**
+  * @}
+  */
+
+/** @addtogroup STM32F4xx_System_Private_Functions
+  * @{
+  */
+
+/**
+  * @brief  Setup the microcontroller system
+  *         Initialize the FPU setting, vector table location and External memory 
+  *         configuration.
+  * @param  None
+  * @retval None
+  */
+void SystemInit(void)
+{
+  /* FPU settings ------------------------------------------------------------*/
+  #if (__FPU_PRESENT == 1) && (__FPU_USED == 1)
+    SCB->CPACR |= ((3UL << 10*2)|(3UL << 11*2));  /* set CP10 and CP11 Full Access */
+  #endif
+  /* Reset the RCC clock configuration to the default reset state ------------*/
+  /* Set HSION bit */
+  RCC->CR |= (uint32_t)0x00000001;
+
+  /* Reset CFGR register */
+  RCC->CFGR = 0x00000000;
+
+  /* Reset HSEON, CSSON and PLLON bits */
+  RCC->CR &= (uint32_t)0xFEF6FFFF;
+
+  /* Reset PLLCFGR register */
+  RCC->PLLCFGR = 0x24003010;
+
+  /* Reset HSEBYP bit */
+  RCC->CR &= (uint32_t)0xFFFBFFFF;
+
+  /* Disable all interrupts */
+  RCC->CIR = 0x00000000;
+
+#if defined (DATA_IN_ExtSRAM) || defined (DATA_IN_ExtSDRAM)
+  SystemInit_ExtMemCtl(); 
+#endif /* DATA_IN_ExtSRAM || DATA_IN_ExtSDRAM */
+
+  /* Configure the Vector Table location add offset address ------------------*/
+#ifdef VECT_TAB_SRAM
+  SCB->VTOR = SRAM_BASE | VECT_TAB_OFFSET; /* Vector Table Relocation in Internal SRAM */
+#else
+  SCB->VTOR = FLASH_BASE | VECT_TAB_OFFSET; /* Vector Table Relocation in Internal FLASH */
+#endif
+}
+
+/**
+   * @brief  Update SystemCoreClock variable according to Clock Register Values.
+  *         The SystemCoreClock variable contains the core clock (HCLK), it can
+  *         be used by the user application to setup the SysTick timer or configure
+  *         other parameters.
+  *           
+  * @note   Each time the core clock (HCLK) changes, this function must be called
+  *         to update SystemCoreClock variable value. Otherwise, any configuration
+  *         based on this variable will be incorrect.         
+  *     
+  * @note   - The system frequency computed by this function is not the real 
+  *           frequency in the chip. It is calculated based on the predefined 
+  *           constant and the selected clock source:
+  *             
+  *           - If SYSCLK source is HSI, SystemCoreClock will contain the HSI_VALUE(*)
+  *                                              
+  *           - If SYSCLK source is HSE, SystemCoreClock will contain the HSE_VALUE(**)
+  *                          
+  *           - If SYSCLK source is PLL, SystemCoreClock will contain the HSE_VALUE(**) 
+  *             or HSI_VALUE(*) multiplied/divided by the PLL factors.
+  *         
+  *         (*) HSI_VALUE is a constant defined in stm32f4xx_hal_conf.h file (default value
+  *             16 MHz) but the real value may vary depending on the variations
+  *             in voltage and temperature.   
+  *    
+  *         (**) HSE_VALUE is a constant defined in stm32f4xx_hal_conf.h file (its value
+  *              depends on the application requirements), user has to ensure that HSE_VALUE
+  *              is same as the real frequency of the crystal used. Otherwise, this function
+  *              may have wrong result.
+  *                
+  *         - The result of this function could be not correct when using fractional
+  *           value for HSE crystal.
+  *     
+  * @param  None
+  * @retval None
+  */
+void SystemCoreClockUpdate(void)
+{
+  uint32_t tmp = 0, pllvco = 0, pllp = 2, pllsource = 0, pllm = 2;
+  
+  /* Get SYSCLK source -------------------------------------------------------*/
+  tmp = RCC->CFGR & RCC_CFGR_SWS;
+
+  switch (tmp)
+  {
+    case 0x00:  /* HSI used as system clock source */
+      SystemCoreClock = HSI_VALUE;
+      break;
+    case 0x04:  /* HSE used as system clock source */
+      SystemCoreClock = HSE_VALUE;
+      break;
+    case 0x08:  /* PLL used as system clock source */
+
+      /* PLL_VCO = (HSE_VALUE or HSI_VALUE / PLL_M) * PLL_N
+         SYSCLK = PLL_VCO / PLL_P
+         */    
+      pllsource = (RCC->PLLCFGR & RCC_PLLCFGR_PLLSRC) >> 22;
+      pllm = RCC->PLLCFGR & RCC_PLLCFGR_PLLM;
+      
+      if (pllsource != 0)
+      {
+        /* HSE used as PLL clock source */
+        pllvco = (HSE_VALUE / pllm) * ((RCC->PLLCFGR & RCC_PLLCFGR_PLLN) >> 6);
+      }
+      else
+      {
+        /* HSI used as PLL clock source */
+        pllvco = (HSI_VALUE / pllm) * ((RCC->PLLCFGR & RCC_PLLCFGR_PLLN) >> 6);
+      }
+
+      pllp = (((RCC->PLLCFGR & RCC_PLLCFGR_PLLP) >>16) + 1 ) *2;
+      SystemCoreClock = pllvco/pllp;
+      break;
+    default:
+      SystemCoreClock = HSI_VALUE;
+      break;
+  }
+  /* Compute HCLK frequency --------------------------------------------------*/
+  /* Get HCLK prescaler */
+  tmp = AHBPrescTable[((RCC->CFGR & RCC_CFGR_HPRE) >> 4)];
+  /* HCLK frequency */
+  SystemCoreClock >>= tmp;
+}
+
+#if defined (DATA_IN_ExtSRAM) && defined (DATA_IN_ExtSDRAM)
+#if defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)\
+ || defined(STM32F469xx) || defined(STM32F479xx)
+/**
+  * @brief  Setup the external memory controller.
+  *         Called in startup_stm32f4xx.s before jump to main.
+  *         This function configures the external memories (SRAM/SDRAM)
+  *         This SRAM/SDRAM will be used as program data memory (including heap and stack).
+  * @param  None
+  * @retval None
+  */
+void SystemInit_ExtMemCtl(void)
+{
+  __IO uint32_t tmp = 0x00;
+
+  register uint32_t tmpreg = 0, timeout = 0xFFFF;
+  register __IO uint32_t index;
+
+  /* Enable GPIOC, GPIOD, GPIOE, GPIOF, GPIOG, GPIOH and GPIOI interface clock */
+  RCC->AHB1ENR |= 0x000001F8;
+
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB1ENR, RCC_AHB1ENR_GPIOCEN);
+  
+  /* Connect PDx pins to FMC Alternate function */
+  GPIOD->AFR[0]  = 0x00CCC0CC;
+  GPIOD->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PDx pins in Alternate function mode */  
+  GPIOD->MODER   = 0xAAAA0A8A;
+  /* Configure PDx pins speed to 100 MHz */  
+  GPIOD->OSPEEDR = 0xFFFF0FCF;
+  /* Configure PDx pins Output type to push-pull */  
+  GPIOD->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PDx pins */ 
+  GPIOD->PUPDR   = 0x00000000;
+
+  /* Connect PEx pins to FMC Alternate function */
+  GPIOE->AFR[0]  = 0xC00CC0CC;
+  GPIOE->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PEx pins in Alternate function mode */ 
+  GPIOE->MODER   = 0xAAAA828A;
+  /* Configure PEx pins speed to 100 MHz */ 
+  GPIOE->OSPEEDR = 0xFFFFC3CF;
+  /* Configure PEx pins Output type to push-pull */  
+  GPIOE->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PEx pins */ 
+  GPIOE->PUPDR   = 0x00000000;
+  
+  /* Connect PFx pins to FMC Alternate function */
+  GPIOF->AFR[0]  = 0xCCCCCCCC;
+  GPIOF->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PFx pins in Alternate function mode */   
+  GPIOF->MODER   = 0xAA800AAA;
+  /* Configure PFx pins speed to 50 MHz */ 
+  GPIOF->OSPEEDR = 0xAA800AAA;
+  /* Configure PFx pins Output type to push-pull */  
+  GPIOF->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PFx pins */ 
+  GPIOF->PUPDR   = 0x00000000;
+
+  /* Connect PGx pins to FMC Alternate function */
+  GPIOG->AFR[0]  = 0xCCCCCCCC;
+  GPIOG->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PGx pins in Alternate function mode */ 
+  GPIOG->MODER   = 0xAAAAAAAA;
+  /* Configure PGx pins speed to 50 MHz */ 
+  GPIOG->OSPEEDR = 0xAAAAAAAA;
+  /* Configure PGx pins Output type to push-pull */  
+  GPIOG->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PGx pins */ 
+  GPIOG->PUPDR   = 0x00000000;
+  
+  /* Connect PHx pins to FMC Alternate function */
+  GPIOH->AFR[0]  = 0x00C0CC00;
+  GPIOH->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PHx pins in Alternate function mode */ 
+  GPIOH->MODER   = 0xAAAA08A0;
+  /* Configure PHx pins speed to 50 MHz */ 
+  GPIOH->OSPEEDR = 0xAAAA08A0;
+  /* Configure PHx pins Output type to push-pull */  
+  GPIOH->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PHx pins */ 
+  GPIOH->PUPDR   = 0x00000000;
+  
+  /* Connect PIx pins to FMC Alternate function */
+  GPIOI->AFR[0]  = 0xCCCCCCCC;
+  GPIOI->AFR[1]  = 0x00000CC0;
+  /* Configure PIx pins in Alternate function mode */ 
+  GPIOI->MODER   = 0x0028AAAA;
+  /* Configure PIx pins speed to 50 MHz */ 
+  GPIOI->OSPEEDR = 0x0028AAAA;
+  /* Configure PIx pins Output type to push-pull */  
+  GPIOI->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PIx pins */ 
+  GPIOI->PUPDR   = 0x00000000;
+  
+/*-- FMC Configuration -------------------------------------------------------*/
+  /* Enable the FMC interface clock */
+  RCC->AHB3ENR |= 0x00000001;
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB3ENR, RCC_AHB3ENR_FMCEN);
+
+  FMC_Bank5_6->SDCR[0] = 0x000019E4;
+  FMC_Bank5_6->SDTR[0] = 0x01115351;      
+  
+  /* SDRAM initialization sequence */
+  /* Clock enable command */
+  FMC_Bank5_6->SDCMR = 0x00000011; 
+  tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  }
+
+  /* Delay */
+  for (index = 0; index<1000; index++);
+  
+  /* PALL command */
+  FMC_Bank5_6->SDCMR = 0x00000012;           
+  timeout = 0xFFFF;
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  }
+  
+  /* Auto refresh command */
+  FMC_Bank5_6->SDCMR = 0x00000073;
+  timeout = 0xFFFF;
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  }
+ 
+  /* MRD register program */
+  FMC_Bank5_6->SDCMR = 0x00046014;
+  timeout = 0xFFFF;
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  } 
+  
+  /* Set refresh count */
+  tmpreg = FMC_Bank5_6->SDRTR;
+  FMC_Bank5_6->SDRTR = (tmpreg | (0x0000027C<<1));
+  
+  /* Disable write protection */
+  tmpreg = FMC_Bank5_6->SDCR[0]; 
+  FMC_Bank5_6->SDCR[0] = (tmpreg & 0xFFFFFDFF);
+
+#if defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)
+  /* Configure and enable Bank1_SRAM2 */
+  FMC_Bank1->BTCR[2]  = 0x00001011;
+  FMC_Bank1->BTCR[3]  = 0x00000201;
+  FMC_Bank1E->BWTR[2] = 0x0fffffff;
+#endif /* STM32F427xx || STM32F437xx || STM32F429xx || STM32F439xx */ 
+#if defined(STM32F469xx) || defined(STM32F479xx)
+  /* Configure and enable Bank1_SRAM2 */
+  FMC_Bank1->BTCR[2]  = 0x00001091;
+  FMC_Bank1->BTCR[3]  = 0x00110212;
+  FMC_Bank1E->BWTR[2] = 0x0fffffff;
+#endif /* STM32F469xx || STM32F479xx */
+
+  (void)(tmp); 
+}
+#endif /* STM32F427xx || STM32F437xx || STM32F429xx || STM32F439xx || STM32F469xx || STM32F479xx */
+#elif defined (DATA_IN_ExtSRAM) || defined (DATA_IN_ExtSDRAM)
+/**
+  * @brief  Setup the external memory controller.
+  *         Called in startup_stm32f4xx.s before jump to main.
+  *         This function configures the external memories (SRAM/SDRAM)
+  *         This SRAM/SDRAM will be used as program data memory (including heap and stack).
+  * @param  None
+  * @retval None
+  */
+void SystemInit_ExtMemCtl(void)
+{
+  __IO uint32_t tmp = 0x00;
+#if defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)\
+ || defined(STM32F446xx) || defined(STM32F469xx) || defined(STM32F479xx)
+#if defined (DATA_IN_ExtSDRAM)
+  register uint32_t tmpreg = 0, timeout = 0xFFFF;
+  register __IO uint32_t index;
+
+#if defined(STM32F446xx)
+  /* Enable GPIOA, GPIOC, GPIOD, GPIOE, GPIOF, GPIOG interface
+      clock */
+  RCC->AHB1ENR |= 0x0000007D;
+#else
+  /* Enable GPIOC, GPIOD, GPIOE, GPIOF, GPIOG, GPIOH and GPIOI interface 
+      clock */
+  RCC->AHB1ENR |= 0x000001F8;
+#endif /* STM32F446xx */  
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB1ENR, RCC_AHB1ENR_GPIOCEN);
+  
+#if defined(STM32F446xx)
+  /* Connect PAx pins to FMC Alternate function */
+  GPIOA->AFR[0]  |= 0xC0000000;
+  GPIOA->AFR[1]  |= 0x00000000;
+  /* Configure PDx pins in Alternate function mode */
+  GPIOA->MODER   |= 0x00008000;
+  /* Configure PDx pins speed to 50 MHz */
+  GPIOA->OSPEEDR |= 0x00008000;
+  /* Configure PDx pins Output type to push-pull */
+  GPIOA->OTYPER  |= 0x00000000;
+  /* No pull-up, pull-down for PDx pins */
+  GPIOA->PUPDR   |= 0x00000000;
+
+  /* Connect PCx pins to FMC Alternate function */
+  GPIOC->AFR[0]  |= 0x00CC0000;
+  GPIOC->AFR[1]  |= 0x00000000;
+  /* Configure PDx pins in Alternate function mode */
+  GPIOC->MODER   |= 0x00000A00;
+  /* Configure PDx pins speed to 50 MHz */
+  GPIOC->OSPEEDR |= 0x00000A00;
+  /* Configure PDx pins Output type to push-pull */
+  GPIOC->OTYPER  |= 0x00000000;
+  /* No pull-up, pull-down for PDx pins */
+  GPIOC->PUPDR   |= 0x00000000;
+#endif /* STM32F446xx */
+
+  /* Connect PDx pins to FMC Alternate function */
+  GPIOD->AFR[0]  = 0x000000CC;
+  GPIOD->AFR[1]  = 0xCC000CCC;
+  /* Configure PDx pins in Alternate function mode */  
+  GPIOD->MODER   = 0xA02A000A;
+  /* Configure PDx pins speed to 50 MHz */  
+  GPIOD->OSPEEDR = 0xA02A000A;
+  /* Configure PDx pins Output type to push-pull */  
+  GPIOD->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PDx pins */ 
+  GPIOD->PUPDR   = 0x00000000;
+
+  /* Connect PEx pins to FMC Alternate function */
+  GPIOE->AFR[0]  = 0xC00000CC;
+  GPIOE->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PEx pins in Alternate function mode */ 
+  GPIOE->MODER   = 0xAAAA800A;
+  /* Configure PEx pins speed to 50 MHz */ 
+  GPIOE->OSPEEDR = 0xAAAA800A;
+  /* Configure PEx pins Output type to push-pull */  
+  GPIOE->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PEx pins */ 
+  GPIOE->PUPDR   = 0x00000000;
+
+  /* Connect PFx pins to FMC Alternate function */
+  GPIOF->AFR[0]  = 0xCCCCCCCC;
+  GPIOF->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PFx pins in Alternate function mode */   
+  GPIOF->MODER   = 0xAA800AAA;
+  /* Configure PFx pins speed to 50 MHz */ 
+  GPIOF->OSPEEDR = 0xAA800AAA;
+  /* Configure PFx pins Output type to push-pull */  
+  GPIOF->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PFx pins */ 
+  GPIOF->PUPDR   = 0x00000000;
+
+  /* Connect PGx pins to FMC Alternate function */
+  GPIOG->AFR[0]  = 0xCCCCCCCC;
+  GPIOG->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PGx pins in Alternate function mode */ 
+  GPIOG->MODER   = 0xAAAAAAAA;
+  /* Configure PGx pins speed to 50 MHz */ 
+  GPIOG->OSPEEDR = 0xAAAAAAAA;
+  /* Configure PGx pins Output type to push-pull */  
+  GPIOG->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PGx pins */ 
+  GPIOG->PUPDR   = 0x00000000;
+
+#if defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)\
+ || defined(STM32F469xx) || defined(STM32F479xx)  
+  /* Connect PHx pins to FMC Alternate function */
+  GPIOH->AFR[0]  = 0x00C0CC00;
+  GPIOH->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PHx pins in Alternate function mode */ 
+  GPIOH->MODER   = 0xAAAA08A0;
+  /* Configure PHx pins speed to 50 MHz */ 
+  GPIOH->OSPEEDR = 0xAAAA08A0;
+  /* Configure PHx pins Output type to push-pull */  
+  GPIOH->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PHx pins */ 
+  GPIOH->PUPDR   = 0x00000000;
+  
+  /* Connect PIx pins to FMC Alternate function */
+  GPIOI->AFR[0]  = 0xCCCCCCCC;
+  GPIOI->AFR[1]  = 0x00000CC0;
+  /* Configure PIx pins in Alternate function mode */ 
+  GPIOI->MODER   = 0x0028AAAA;
+  /* Configure PIx pins speed to 50 MHz */ 
+  GPIOI->OSPEEDR = 0x0028AAAA;
+  /* Configure PIx pins Output type to push-pull */  
+  GPIOI->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PIx pins */ 
+  GPIOI->PUPDR   = 0x00000000;
+#endif /* STM32F427xx || STM32F437xx || STM32F429xx || STM32F439xx || STM32F469xx || STM32F479xx */
+  
+/*-- FMC Configuration -------------------------------------------------------*/
+  /* Enable the FMC interface clock */
+  RCC->AHB3ENR |= 0x00000001;
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB3ENR, RCC_AHB3ENR_FMCEN);
+
+  /* Configure and enable SDRAM bank1 */
+#if defined(STM32F446xx)
+  FMC_Bank5_6->SDCR[0] = 0x00001954;
+#else  
+  FMC_Bank5_6->SDCR[0] = 0x000019E4;
+#endif /* STM32F446xx */
+  FMC_Bank5_6->SDTR[0] = 0x01115351;      
+  
+  /* SDRAM initialization sequence */
+  /* Clock enable command */
+  FMC_Bank5_6->SDCMR = 0x00000011; 
+  tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  }
+
+  /* Delay */
+  for (index = 0; index<1000; index++);
+  
+  /* PALL command */
+  FMC_Bank5_6->SDCMR = 0x00000012;           
+  timeout = 0xFFFF;
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  }
+  
+  /* Auto refresh command */
+#if defined(STM32F446xx)
+  FMC_Bank5_6->SDCMR = 0x000000F3;
+#else  
+  FMC_Bank5_6->SDCMR = 0x00000073;
+#endif /* STM32F446xx */
+  timeout = 0xFFFF;
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  }
+ 
+  /* MRD register program */
+#if defined(STM32F446xx)
+  FMC_Bank5_6->SDCMR = 0x00044014;
+#else  
+  FMC_Bank5_6->SDCMR = 0x00046014;
+#endif /* STM32F446xx */
+  timeout = 0xFFFF;
+  while((tmpreg != 0) && (timeout-- > 0))
+  {
+    tmpreg = FMC_Bank5_6->SDSR & 0x00000020; 
+  } 
+  
+  /* Set refresh count */
+  tmpreg = FMC_Bank5_6->SDRTR;
+#if defined(STM32F446xx)
+  FMC_Bank5_6->SDRTR = (tmpreg | (0x0000050C<<1));
+#else    
+  FMC_Bank5_6->SDRTR = (tmpreg | (0x0000027C<<1));
+#endif /* STM32F446xx */
+  
+  /* Disable write protection */
+  tmpreg = FMC_Bank5_6->SDCR[0]; 
+  FMC_Bank5_6->SDCR[0] = (tmpreg & 0xFFFFFDFF);
+#endif /* DATA_IN_ExtSDRAM */
+#endif /* STM32F427xx || STM32F437xx || STM32F429xx || STM32F439xx || STM32F446xx || STM32F469xx || STM32F479xx */
+
+#if defined(STM32F405xx) || defined(STM32F415xx) || defined(STM32F407xx) || defined(STM32F417xx)\
+ || defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)\
+ || defined(STM32F469xx) || defined(STM32F479xx) || defined(STM32F412Zx) || defined(STM32F412Vx)
+
+#if defined(DATA_IN_ExtSRAM)
+/*-- GPIOs Configuration -----------------------------------------------------*/
+   /* Enable GPIOD, GPIOE, GPIOF and GPIOG interface clock */
+  RCC->AHB1ENR   |= 0x00000078;
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB1ENR, RCC_AHB1ENR_GPIODEN);
+  
+  /* Connect PDx pins to FMC Alternate function */
+  GPIOD->AFR[0]  = 0x00CCC0CC;
+  GPIOD->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PDx pins in Alternate function mode */  
+  GPIOD->MODER   = 0xAAAA0A8A;
+  /* Configure PDx pins speed to 100 MHz */  
+  GPIOD->OSPEEDR = 0xFFFF0FCF;
+  /* Configure PDx pins Output type to push-pull */  
+  GPIOD->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PDx pins */ 
+  GPIOD->PUPDR   = 0x00000000;
+
+  /* Connect PEx pins to FMC Alternate function */
+  GPIOE->AFR[0]  = 0xC00CC0CC;
+  GPIOE->AFR[1]  = 0xCCCCCCCC;
+  /* Configure PEx pins in Alternate function mode */ 
+  GPIOE->MODER   = 0xAAAA828A;
+  /* Configure PEx pins speed to 100 MHz */ 
+  GPIOE->OSPEEDR = 0xFFFFC3CF;
+  /* Configure PEx pins Output type to push-pull */  
+  GPIOE->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PEx pins */ 
+  GPIOE->PUPDR   = 0x00000000;
+
+  /* Connect PFx pins to FMC Alternate function */
+  GPIOF->AFR[0]  = 0x00CCCCCC;
+  GPIOF->AFR[1]  = 0xCCCC0000;
+  /* Configure PFx pins in Alternate function mode */   
+  GPIOF->MODER   = 0xAA000AAA;
+  /* Configure PFx pins speed to 100 MHz */ 
+  GPIOF->OSPEEDR = 0xFF000FFF;
+  /* Configure PFx pins Output type to push-pull */  
+  GPIOF->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PFx pins */ 
+  GPIOF->PUPDR   = 0x00000000;
+
+  /* Connect PGx pins to FMC Alternate function */
+  GPIOG->AFR[0]  = 0x00CCCCCC;
+  GPIOG->AFR[1]  = 0x000000C0;
+  /* Configure PGx pins in Alternate function mode */ 
+  GPIOG->MODER   = 0x00085AAA;
+  /* Configure PGx pins speed to 100 MHz */ 
+  GPIOG->OSPEEDR = 0x000CAFFF;
+  /* Configure PGx pins Output type to push-pull */  
+  GPIOG->OTYPER  = 0x00000000;
+  /* No pull-up, pull-down for PGx pins */ 
+  GPIOG->PUPDR   = 0x00000000;
+  
+/*-- FMC/FSMC Configuration --------------------------------------------------*/
+  /* Enable the FMC/FSMC interface clock */
+  RCC->AHB3ENR         |= 0x00000001;
+
+#if defined(STM32F427xx) || defined(STM32F437xx) || defined(STM32F429xx) || defined(STM32F439xx)
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB3ENR, RCC_AHB3ENR_FMCEN);
+  /* Configure and enable Bank1_SRAM2 */
+  FMC_Bank1->BTCR[2]  = 0x00001011;
+  FMC_Bank1->BTCR[3]  = 0x00000201;
+  FMC_Bank1E->BWTR[2] = 0x0fffffff;
+#endif /* STM32F427xx || STM32F437xx || STM32F429xx || STM32F439xx */ 
+#if defined(STM32F469xx) || defined(STM32F479xx)
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB3ENR, RCC_AHB3ENR_FMCEN);
+  /* Configure and enable Bank1_SRAM2 */
+  FMC_Bank1->BTCR[2]  = 0x00001091;
+  FMC_Bank1->BTCR[3]  = 0x00110212;
+  FMC_Bank1E->BWTR[2] = 0x0fffffff;
+#endif /* STM32F469xx || STM32F479xx */
+#if defined(STM32F405xx) || defined(STM32F415xx) || defined(STM32F407xx)|| defined(STM32F417xx)\
+   || defined(STM32F412Zx) || defined(STM32F412Vx)
+  /* Delay after an RCC peripheral clock enabling */
+  tmp = READ_BIT(RCC->AHB3ENR, RCC_AHB3ENR_FSMCEN);
+  /* Configure and enable Bank1_SRAM2 */
+  FSMC_Bank1->BTCR[2]  = 0x00001011;
+  FSMC_Bank1->BTCR[3]  = 0x00000201;
+  FSMC_Bank1E->BWTR[2] = 0x0FFFFFFF;
+#endif /* STM32F405xx || STM32F415xx || STM32F407xx || STM32F417xx || STM32F412Zx || STM32F412Vx */
+
+#endif /* DATA_IN_ExtSRAM */
+#endif /* STM32F405xx || STM32F415xx || STM32F407xx || STM32F417xx || STM32F427xx || STM32F437xx ||\
+          STM32F429xx || STM32F439xx || STM32F469xx || STM32F479xx || STM32F412Zx || STM32F412Vx  */ 
+  (void)(tmp); 
+}
+#endif /* DATA_IN_ExtSRAM && DATA_IN_ExtSDRAM */
+/**
+  * @}
+  */
+
+/**
+  * @}
+  */
+
+/**
+  * @}
+  */
+/************************ (C) COPYRIGHT STMicroelectronics *****END OF FILE****/
diff --git a/NN/NN_Lib_Tests/nn_test/runTest.bat b/NN/NN_Lib_Tests/nn_test/runTest.bat
new file mode 100644
index 0000000..fbf8cdb
--- /dev/null
+++ b/NN/NN_Lib_Tests/nn_test/runTest.bat
@@ -0,0 +1,57 @@
+@echo off
+
+set UVEXE=C:\Keil_v5\UV4\UV4.EXE
+
+echo Building NN Test for Cortex-M7 Single Precision Little Endian
+%UVEXE% -rb -j0 arm_nnexamples_nn_test.uvprojx -t "ARMCM7_SP" -o "NN_Test_ARMCM7_SP_build.log"
+
+echo Running NN Test for Cortex-M7 Single Precision Little Endian
+%UVEXE% -d arm_nnexamples_nn_test.uvprojx -t "ARMCM7_SP" -j0
+
+type NN_TEST.log
+del NN_TEST.log
+
+echo Building NN Test for Cortex-M4 FP Little Endian
+%UVEXE% -rb -j0 arm_nnexamples_nn_test.uvprojx -t "ARMCM4_FP" -o "NN_Test_ARMCM4_FP_build.log"
+
+echo Running NN Test for Cortex-M4 FP Little Endian
+%UVEXE% -d arm_nnexamples_nn_test.uvprojx -t "ARMCM4_FP" -j0
+
+type NN_TEST.log
+del NN_TEST.log
+
+echo Building NN Test for Cortex-M4 FP Little Endian Truncate
+%UVEXE% -rb -j0 arm_nnexamples_nn_test.uvprojx -t "ARMCM4_FP_truncate" -o "NN_Test_ARMCM4_FP_truncate_build.log"
+
+echo Running NN Test for Cortex-M4 FP Little Endian Truncate
+%UVEXE% -d arm_nnexamples_nn_test.uvprojx -t "ARMCM4_FP_truncate" -j0
+
+type NN_TEST.log
+del NN_TEST.log
+
+echo Building NN Test for Cortex-M7 Single Precision Big Endian
+%UVEXE% -rb -j0 arm_nnexamples_nn_test.uvprojx -t "ARMCM7b_SP" -o "NN_Test_ARMCM7b_SP_build.log"
+
+echo Running NN Test for Cortex-M7 Single Precision Big Endian
+%UVEXE% -d arm_nnexamples_nn_test.uvprojx -t "ARMCM7b_SP" -j0
+
+type NN_TEST.log
+del NN_TEST.log
+
+echo Building NN Test for Cortex-M4 FP Big Endian
+%UVEXE% -rb -j0 arm_nnexamples_nn_test.uvprojx -t "ARMCM4b_FP" -o "NN_Test_ARMCM4b_FP_build.log"
+
+echo Running NN Test for Cortex-M4 FP Big Endian
+%UVEXE% -d arm_nnexamples_nn_test.uvprojx -t "ARMCM4b_FP" -j0
+
+type NN_TEST.log
+del NN_TEST.log
+
+echo Building NN Test for Cortex-M3
+%UVEXE% -rb -j0 arm_nnexamples_nn_test.uvprojx -t "ARMCM3" -o "NN_Test_ARMCM3_build.log"
+
+echo Running NN Test for Cortex-M3
+%UVEXE% -d arm_nnexamples_nn_test.uvprojx -t "ARMCM3" -j0
+
+type NN_TEST.log
+del NN_TEST.log
\ No newline at end of file
diff --git a/NN/Source/ConvolutionFunctions/arm_depthwise_conv_u8_basic_ver1.c b/NN/Source/ConvolutionFunctions/arm_depthwise_conv_u8_basic_ver1.c
new file mode 100644
index 0000000..b6cd573
--- /dev/null
+++ b/NN/Source/ConvolutionFunctions/arm_depthwise_conv_u8_basic_ver1.c
@@ -0,0 +1,239 @@
+/*
+ * Copyright (C) 2010-2019 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.
+ */
+
+/* ----------------------------------------------------------------------
+ * Project:      CMSIS NN Library
+ * Title:        arm_depthwise_conv_u8_basic_ver1.c
+ * Description:  u8 depthwise convolution function
+ *
+ * $Date:        June, 2019
+ * $Revision:    V.0.8.0
+ *
+ * Target :  Cortex-M cores with DSP extension
+ *
+ * -------------------------------------------------------------------- */
+
+#include "arm_math.h"
+#include "arm_nnfunctions.h"
+#include <stdint.h>
+#include <stdio.h>
+
+#define DILATION_X (1)
+#define DILATION_Y (1)
+
+/**
+ *  @ingroup groupNN
+ */
+
+/**
+ * @addtogroup NNConv
+ * @{
+ */
+
+/**
+ * @brief uint8 depthwise convolution function with asymmetric quantization for even number of channel multiplier
+ *        and input channels. Unless specified otherwise, arguments are mandatory. Both square and non-square inputs
+ *        are accepted.
+ *
+ * @param[in]     input     Pointer to input tensor
+ * @param[in]     input_x   Width of input tensor
+ * @param[in]     input_y   Height of input tensor
+ * @param[in]     input_ch  Channels in input tensor
+ * @param[in]     kernel    Pointer to kernel weights
+ * @param[in]     kernel_x  Width of kernel
+ * @param[in]     kernel_y  Height of kernel
+ * @param[in]     ch_mult   Number of channel multiplier
+ * @param[in]     pad_x     Padding sizes x
+ * @param[in]     pad_y     Padding sizes y
+ * @param[in]     stride_x  Convolution stride along the width
+ * @param[in]     stride_y  Convolution stride along the height
+ * @param[in]     dilation_x Dilation along width. Not used and intended for future enhancement.
+ * @param[in]     dilation_y Dilation along height. Not used and intended for future enhancement.
+ * @param[in]     bias       Pointer to optional bias values. If no bias is
+ *                           availble, NULL is expected
+ * @param[in]     input_offset  Input tensor zero offset
+ * @param[in]     filter_offset Kernel tensor zero offset
+ * @param[in]     output_offset Output tensor zero offset
+ * @param[in,out] output        Pointer to output tensor
+ * @param[in]     output_x  Width of output tensor
+ * @param[in]     output_y  Height of output tensor
+ * @param[in]     output_activation_min   Minimum value to clamp the output to. Range : {0, 255}
+ * @param[in]     output_activation_max   Minimum value to clamp the output to. Range : {0, 255}
+ * @param[in]     out_shift  Amount of right-shift for output
+ * @param[in]     out_mult   Output multiplier for requantization
+ * @return        The function returns one of the following
+ *                <code>ARM_MATH_SIZE_MISMATCH</code> - Not supported dimension of tensors
+ *                <code>ARM_MATH_SUCCESS</code> - Successful operation
+ *                <code>ARM_MATH_ARGUMENT_ERROR</code> - Implementation not available
+ *
+ * <b> Input constraints</b>
+ * ch_mult  is multiple of 2
+ * kernel_x is multiple of 2
+ *
+ */
+
+arm_status arm_depthwise_conv_u8_basic_ver1(const uint8_t *input,
+                                            const uint16_t input_x,
+                                            const uint16_t input_y,
+                                            const uint16_t input_ch,
+                                            const uint8_t *kernel,
+                                            const uint16_t kernel_x,
+                                            const uint16_t kernel_y,
+                                            const int16_t ch_mult,
+                                            const int16_t pad_x,
+                                            const int16_t pad_y,
+                                            const int16_t stride_x,
+                                            const int16_t stride_y,
+                                            const int16_t dilation_x,
+                                            const int16_t dilation_y,
+                                            const int32_t *bias,
+                                            const int32_t input_offset,
+                                            const int32_t filter_offset,
+                                            const int32_t output_offset,
+                                            uint8_t *output,
+                                            const uint16_t output_x,
+                                            const uint16_t output_y,
+                                            const int32_t output_activation_min,
+                                            const int32_t output_activation_max,
+                                            const int32_t out_shift,
+                                            const int32_t out_mult)
+{
+    arm_status status = ARM_MATH_SUCCESS;
+ #if defined (ARM_MATH_DSP)
+    int i_out = 0;
+    (void)dilation_x;
+    (void)dilation_y;
+
+    const int32_t input_offset_pkd = (input_offset & 0xFFFF) | (input_offset & 0xFFFF) << 16;
+    const int32_t kernel_offset_pkd = (filter_offset & 0xFFFF) | (filter_offset & 0xFFFF) << 16;
+
+    if (0 != ch_mult % 2 || 0 != kernel_x % 2)
+    {
+        return ARM_MATH_SIZE_MISMATCH;
+    }
+
+    for (int i_out_y = 0; i_out_y < output_y; i_out_y++)
+    {
+        const int16_t base_idx_y = (i_out_y * stride_y) - pad_y;
+        for (int i_out_x = 0; i_out_x < output_x; i_out_x++)
+        {
+            const int16_t base_idx_x = (i_out_x * stride_x) - pad_x;
+            for (int i_input_ch = 0; i_input_ch < input_ch; i_input_ch++)
+            {
+                for (int i_ch_mult = 0; i_ch_mult < ch_mult; i_ch_mult += 2)
+                {
+                    const int idx_out_ch = i_ch_mult + i_input_ch * ch_mult;
+
+                    int32_t acc_0 = 0;
+                    int32_t acc_1 = 0;
+                    if (NULL != bias)
+                    {
+                        acc_0 = bias[idx_out_ch];
+                        acc_1 = bias[idx_out_ch + 1];
+                    }
+
+                    for (int i_ker_y = 0; i_ker_y < kernel_y; i_ker_y++)
+                    {
+                        const int32_t idx_y = base_idx_y + DILATION_Y * i_ker_y;
+                        const int32_t y_in_range = (idx_y >= 0) && (idx_y < input_y);
+
+                        for (int i_ker_x = 0; i_ker_x < kernel_x; i_ker_x += 2)
+                        {
+                            if (1 == y_in_range)
+                            {
+                                const int32_t idx_x = base_idx_x + DILATION_X * i_ker_x;
+                                const int32_t idx_x1 = base_idx_x + DILATION_X * (i_ker_x + 1);
+                                /* Range check for first input */
+                                if (idx_x >= 0 && idx_x < input_x)
+                                {
+                                    const int32_t idx_0 = (idx_y * input_x + idx_x) * input_ch + i_input_ch;
+
+                                    const int32_t ker_idx_0 =
+                                        (i_ker_y * kernel_x + i_ker_x) * (input_ch * ch_mult) + idx_out_ch;
+                                    const int32_t ker_idx_1 = ker_idx_0 + input_ch * ch_mult;
+
+                                    int32_t input_pkd = input[idx_0] | (input[idx_0 + input_ch] << 16);
+                                    int32_t kernel_pkd = kernel[ker_idx_0] | (kernel[ker_idx_1] << 16);
+
+                                    input_pkd = __SADD16(input_pkd, input_offset_pkd);
+                                    kernel_pkd = __SADD16(kernel_pkd, kernel_offset_pkd);
+                                    /* Range check for second input */
+                                    if (idx_x1 >= input_x)
+                                    {
+                                        input_pkd &= 0xFFFF;
+                                    }
+                                    acc_0 = __SMLAD(input_pkd, kernel_pkd, acc_0);
+
+                                    kernel_pkd = kernel[ker_idx_0 + 1] | (kernel[ker_idx_1 + 1] << 16);
+                                    kernel_pkd = __SADD16(kernel_pkd, kernel_offset_pkd);
+                                    acc_1 = __SMLAD(input_pkd, kernel_pkd, acc_1);
+                                }
+                            }
+                        }
+                    }
+
+                    /* Requantize and clamp output to provided range */
+                    acc_0 = arm_nn_divide_by_power_of_two(arm_nn_sat_doubling_high_mult(
+                                                              acc_0 * (1 << LEFT_SHIFT(out_shift)), out_mult),
+                                                          RIGHT_SHIFT(out_shift));
+
+                    acc_0 += output_offset;
+
+                    if (output_activation_min > acc_0)
+                    {
+                        acc_0 = output_activation_min;
+                    }
+
+                    if (acc_0 > output_activation_max)
+                    {
+                        acc_0 = output_activation_max;
+                    }
+                    output[i_out++] = acc_0;
+
+                    /* Requantize and clamp output to provided range */
+                    acc_1 = arm_nn_divide_by_power_of_two(arm_nn_sat_doubling_high_mult(
+                                                              acc_1 * (1 << LEFT_SHIFT(out_shift)), out_mult),
+                                                          RIGHT_SHIFT(out_shift));
+                    acc_1 += output_offset;
+
+                    if (output_activation_min > acc_1)
+                    {
+                        acc_1 = output_activation_min;
+                    }
+
+                    if (acc_1 > output_activation_max)
+                    {
+                        acc_1 = output_activation_max;
+                    }
+                    output[i_out++] = acc_1;
+                }
+            }
+        }
+    }
+#else
+    /* No available implementation. */
+    status = ARM_MATH_ARGUMENT_ERROR;
+#endif
+    return status;
+}
+
+/**
+ * @} end of NNConv group
+ */
+
+
diff --git a/NN/Source/PoolingFunctions/arm_pool_q7_HWC.c b/NN/Source/PoolingFunctions/arm_pool_q7_HWC.c
index b451f5e..2956774 100644
--- a/NN/Source/PoolingFunctions/arm_pool_q7_HWC.c
+++ b/NN/Source/PoolingFunctions/arm_pool_q7_HWC.c
@@ -50,12 +50,12 @@ static void buffer_scale_back_q15_to_q7(q15_t * buffer, q7_t * target, uint16_t
 }
 
 static void compare_and_replace_if_larger_q7(q7_t * base,   // base data
-                                             q7_t * target, // compare target
+                                             const q7_t * target,   // compare target
                                              const uint16_t length  // data length
     )
 {
     q7_t     *pIn = base;
-    q7_t     *pCom = target;
+    const q7_t     *pCom = target;
     union arm_nnword in;
     union arm_nnword com;
     uint16_t  cnt = length >> 2;
@@ -79,6 +79,18 @@ static void compare_and_replace_if_larger_q7(q7_t * base,   // base data
 
         cnt--;
     }
+
+    cnt = length & 0x3;
+    while (cnt > 0u)
+    {
+      if (*pCom > *pIn)
+      {
+        *pIn = *pCom;
+      }
+      pIn++;
+      pCom++;
+      cnt--;
+    }
 }
 
 static void accumulate_q7_to_q15(q15_t * base, q7_t * target, const uint16_t length)