C++ compiler errors TFlite

Good afternoon,

I have been trying to deploy a tflite model onto my raspberry pi using MATLAB 2024a.

To start i am using:

• Example code (SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample).
• Mex code setup i am using 'Microsoft Visual C++ 2022'
• Built Tensorflow 2.15 on Windows with Bazel 6.10
• Downloaded and setup Raspberry pi Matlab config
• Raspberry pi 32 bit bullseye (python 3.9.2)
• created all of the paths accordingly as stated in Prerequisites for Deep Learning with TensorFlow Lite Models

When i run the code it has no errors. The problem starts once i run:

• codegen -config cfg tflite_semantic_predict -args ones(257,257,3,'single')

The error is as follows:

codegen -config cfg tflite_semantic_predict -args ones(257,257,3,'single')

------------------------------------------------------------------------

Error executing command "touch -c /home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/*.*;make -j$(($(nproc)+1)) -Otarget -f tflite_semantic_predict_rtw.mk all MATLAB_WORKSPACE="/home/bmblaylock42/MATLAB_ws/R2024a" LINUX_TARGET_LIBS_MACRO="" -C /home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict LC_ALL=C". Details:

STDERR: In file included from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/tensorflow/lite/core/model.h:26,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/tensorflow/lite/core/kernels/register.h:22,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/kernels/register.h:18,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/invokeinterpreter.hpp:16,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/invokeinterpreter.cpp:6:

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/tensorflow/lite/core/interpreter_builder.h:33:10: fatal error: flatbuffers/flatbuffers.h: No such file or directory

33 | #include "flatbuffers/flatbuffers.h"

| ^~~~~~~~~~~~~~~~~~~~~~~~~~~

compilation terminated.

make: *** [tflite_semantic_predict_rtw.mk:382: invokeinterpreter.cpp.o] Error 1

make: *** Waiting for unfinished jobs....

In file included from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/tensorflow/lite/core/model.h:26,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/tensorflow/lite/core/kernels/register.h:22,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/kernels/register.h:18,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/invokeinterpreter.hpp:16,

from /home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/tflite_semantic_predict.cpp:15:

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter/tensorflow/lite/core/interpreter_builder.h:33:10: fatal error: flatbuffers/flatbuffers.h: No such file or directory

33 | #include "flatbuffers/flatbuffers.h"

| ^~~~~~~~~~~~~~~~~~~~~~~~~~~

compilation terminated.

make: *** [tflite_semantic_predict_rtw.mk:398: tflite_semantic_predict.cpp.o] Error 1

STDOUT: make: Entering directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

g++ -c -MMD -MP -MF"tflite_semantic_predict_data.cpp.dep" -MT"tflite_semantic_predict_data.cpp.o" -fpermissive -O2 -DMW_NUM_CORES=4 -pthread -fopenmp -std=c++17 -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_ -DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter -I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include -I/flatbuffers/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include -o "tflite_semantic_predict_data.cpp.o" "/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/tflite_semantic_predict_data.cpp"

make: Leaving directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

make: Entering directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

g++ -c -MMD -MP -MF"tflite_semantic_predict_terminate.cpp.dep" -MT"tflite_semantic_predict_terminate.cpp.o" -fpermissive -O2 -DMW_NUM_CORES=4 -pthread -fopenmp -std=c++17 -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_ -DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter -I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include -I/flatbuffers/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include -o "tflite_semantic_predict_terminate.cpp.o" "/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/tflite_semantic_predict_terminate.cpp"

make: Leaving directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

make: Entering directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

g++ -c -MMD -MP -MF"tflite_semantic_predict_initialize.cpp.dep" -MT"tflite_semantic_predict_initialize.cpp.o" -fpermissive -O2 -DMW_NUM_CORES=4 -pthread -fopenmp -std=c++17 -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_ -DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter -I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include -I/flatbuffers/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include -o "tflite_semantic_predict_initialize.cpp.o" "/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/tflite_semantic_predict_initialize.cpp"

make: Leaving directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

make: Entering directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

g++ -c -MMD -MP -MF"invokeinterpreter.cpp.dep" -MT"invokeinterpreter.cpp.o" -fpermissive -O2 -DMW_NUM_CORES=4 -pthread -fopenmp -std=c++17 -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_ -DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter -I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include -I/flatbuffers/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include -o "invokeinterpreter.cpp.o" "/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/invokeinterpreter.cpp"

make: Leaving directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

make: Entering directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

g++ -c -MMD -MP -MF"tflite_semantic_predict.cpp.dep" -MT"tflite_semantic_predict.cpp.o" -fpermissive -O2 -DMW_NUM_CORES=4 -pthread -fopenmp -std=c++17 -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_ -DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter -I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include -I/flatbuffers/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils -I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include -o "tflite_semantic_predict.cpp.o" "/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/tflite_semantic_predict.cpp"

make: Leaving directory '/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict'

------------------------------------------------------------------------

Build error: C++ compiler produced errors. See the Build Log for further details.

More information

Code generation failed: View Error Report

Error using codegen

Thank you so much i have tried to download the flatbuffers by CMake and bazel but i had no luck since they are 64 bit codes and mine is a 32bit aarch64.

Answer 1

[埃博拉酱]

You're encountering a very similar issue as another question. Refer to my answer there and see if it helps.

[Branson]

This helped alot thank you. Now it is giving me the error below. When check for the headers xil_error_codes.h and xilcomms_rtiostream.h they wasnt present on the hardware

codegen -config cfg tflite_semantic_predict -args ones(257,257,3,'single')

### Connectivity configuration for function 'tflite_semantic_predict': 'Raspberry Pi'

An error occurred while calling the SIL or PIL target connectivity implementation.

Error executing command "touch -c

/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil/*.*;make

-j$(($(nproc)+1)) -Otarget -f tflite_semantic_predict_rtw.mk all

MATLAB_WORKSPACE="/home/bmblaylock42/MATLAB_ws/R2024a" LINUX_TARGET_LIBS_MACRO="" -C

/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil

LC_ALL=C". Details:

STDERR: In file included from

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_interface_lib.c:10:

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_interface_lib.h:12:10:

fatal error: xil_error_codes.h: No such file or directory

12 | #include "xil_error_codes.h"

| ^~~~~~~~~~~~~~~~~~~

compilation terminated.

make: *** [tflite_semantic_predict_rtw.mk:402: xil_interface_lib.c.o] Error 1

make: *** Waiting for unfinished jobs....

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_services.c:77:10:

fatal error: xil_error_codes.h: No such file or directory

77 | #include "xil_error_codes.h"

| ^~~~~~~~~~~~~~~~~~~

compilation terminated.

make: *** [tflite_semantic_predict_rtw.mk:410: xil_services.c.o] Error 1

In file included from

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_data_stream.c:10:

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_data_stream.h:11:10:

fatal error: xil_error_codes.h: No such file or directory

11 | #include "xil_error_codes.h"

| ^~~~~~~~~~~~~~~~~~~

compilation terminated.

make: *** [tflite_semantic_predict_rtw.mk:406: xil_data_stream.c.o] Error 1

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xilcomms_rtiostream.c:5:10:

fatal error: xilcomms_rtiostream.h: No such file or directory

5 | #include "xilcomms_rtiostream.h"

| ^~~~~~~~~~~~~~~~~~~~~~~

compilation terminated.

make: *** [tflite_semantic_predict_rtw.mk:418: xilcomms_rtiostream.c.o] Error 1

In file included from

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_interface.h:16,

from

/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil/xil_interface.cpp:11:

/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_interface_lib.h:12:10:

fatal error: xil_error_codes.h: No such file or directory

12 | #include "xil_error_codes.h"

| ^~~~~~~~~~~~~~~~~~~

compilation terminated.

make: *** [tflite_semantic_predict_rtw.mk:414: xil_interface.cpp.o] Error 1

STDOUT: make: Entering directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

gcc -c -MMD -MP -MF"xil_interface_lib.c.dep" -MT"xil_interface_lib.c.o" -O2 -DMW_NUM_CORES=4 -pthread

-fopenmp -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -DCODER_ASSUMPTIONS_ENABLED=1

-DRTIOSTREAM_RX_BUFFER_BYTE_SIZE=128 -DRTIOSTREAM_TX_BUFFER_BYTE_SIZE=128 -DMEM_UNIT_BYTES=1

-DMemUnit_T=uint8_T -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_

-DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter

-I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include

-I/flatbuffers/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/flatbuffers

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/XILTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/CoderAssumpTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/coderassumptions

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/target

-o "xil_interface_lib.c.o"

"/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_interface_lib.c"

make: Leaving directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

make: Entering directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

gcc -c -MMD -MP -MF"xil_services.c.dep" -MT"xil_services.c.o" -O2 -DMW_NUM_CORES=4 -pthread -fopenmp

-D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -DCODER_ASSUMPTIONS_ENABLED=1

-DRTIOSTREAM_RX_BUFFER_BYTE_SIZE=128 -DRTIOSTREAM_TX_BUFFER_BYTE_SIZE=128 -DMEM_UNIT_BYTES=1

-DMemUnit_T=uint8_T -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_

-DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter

-I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include

-I/flatbuffers/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/flatbuffers

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/XILTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/CoderAssumpTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/coderassumptions

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/target

-o "xil_services.c.o"

"/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_services.c"

make: Leaving directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

make: Entering directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

gcc -c -MMD -MP -MF"xil_data_stream.c.dep" -MT"xil_data_stream.c.o" -O2 -DMW_NUM_CORES=4 -pthread

-fopenmp -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -DCODER_ASSUMPTIONS_ENABLED=1

-DRTIOSTREAM_RX_BUFFER_BYTE_SIZE=128 -DRTIOSTREAM_TX_BUFFER_BYTE_SIZE=128 -DMEM_UNIT_BYTES=1

-DMemUnit_T=uint8_T -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_

-DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter

-I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include

-I/flatbuffers/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/flatbuffers

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/XILTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/CoderAssumpTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/coderassumptions

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/target

-o "xil_data_stream.c.o"

"/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xil_data_stream.c"

make: Leaving directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

make: Entering directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

gcc -c -MMD -MP -MF"xilcomms_rtiostream.c.dep" -MT"xilcomms_rtiostream.c.o" -O2 -DMW_NUM_CORES=4

-pthread -fopenmp -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -DCODER_ASSUMPTIONS_ENABLED=1

-DRTIOSTREAM_RX_BUFFER_BYTE_SIZE=128 -DRTIOSTREAM_TX_BUFFER_BYTE_SIZE=128 -DMEM_UNIT_BYTES=1

-DMemUnit_T=uint8_T -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_

-DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter

-I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include

-I/flatbuffers/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/flatbuffers

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/XILTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/CoderAssumpTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/coderassumptions

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/target

-o "xilcomms_rtiostream.c.o"

"/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c/xilcomms_rtiostream.c"

make: Leaving directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

make: Entering directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

g++ -c -MMD -MP -MF"xil_interface.cpp.dep" -MT"xil_interface.cpp.o" -fpermissive -O2 -DMW_NUM_CORES=4

-pthread -fopenmp -std=c++17 -D__MW_TARGET_USE_HARDWARE_RESOURCES_H__ -DCODER_ASSUMPTIONS_ENABLED=1

-DRTIOSTREAM_RX_BUFFER_BYTE_SIZE=128 -DRTIOSTREAM_TX_BUFFER_BYTE_SIZE=128 -DMEM_UNIT_BYTES=1

-DMemUnit_T=uint8_T -D__linux__ -DARM_PROJECT -D_USE_TARGET_UDP_ -D_RUNONTARGETHARDWARE_BUILD_

-DSTACK_SIZE=200000 -DMODEL=tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/tflite_interface/invokeinterpreter/export/include/invokeinterpreter

-I -I/tensorflow/lite -I/tensorflow/lite/tools/make/downloads/flatbuffers/include

-I/flatbuffers/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/core/kernels

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/include/tflite/flatbuffers

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/ProgramData/MATLAB/SupportPackages/R2024a/toolbox/realtime/targets/raspi/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src/utils

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/rtw/targets/pil/c

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/XILTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/toolbox/coder/rtiostream/src

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Program_Files/MATLAB/R2024a/extern/include/coder/connectivity/CoderAssumpTgtAppSvc

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/coderassumptions

-I/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/target

-o "xil_interface.cpp.o"

"/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil/xil_interface.cpp"

make: Leaving directory

'/home/bmblaylock42/MATLAB_ws/R2024a/C/Users/BransonBlaylock/SemanticSegmentationUsingTFLiteModelOnHostAndRasPiExample/codegen/lib/tflite_semantic_predict/pil'

Code generation failed: View Error Report

Error using codegen

[埃博拉酱]

If you are lacking header files that you cannot find even manually, there are 3 common possibilities:

• Your project relies on some other libraries that you have not installed.
• Some libraries you have downloaded are incomplete or broken.
• The lacking headers are not for your environment. These inclusions should have been excluded by conditional compilation instructions, but actually not excluded, probably because of some options not correctly configured.

My advice is that you search for details of these headers. What they do and where they should work shall hint you which is your case.