Can't load my model on my Arduino

jens1185 · March 24, 2021, 10:24pm

Dear all,

I managed to design my own model and want to test it now on my Arduino Board.
I selected “arduino library” under deployment and downloaded the zip file. I integrated it in the Adruino IDE Application and loaded the sample: nano_ble33_sense_accelerometer.

I wanted to upload this now to my Arduino Uno and got the report you can see below.

Could you help me? Where is the mistake.

Best regards
Jens

Arduino: 1.8.13 (Windows Store 1.8.42.0) (Windows 10), Board: “Arduino Uno”

C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\arduino-builder -dump-prefs -logger=machine -hardware C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware -tools C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\tools-builder -tools C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -built-in-libraries C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\libraries -libraries C:\Users\Me\Documents\Arduino\libraries -fqbn=arduino:avr:uno -vid-pid=2341_0043 -ide-version=10813 -build-path C:\Users\ME\Local\Temp\arduino_build_264104 -warnings=none -build-cache C:\Users\MEAppData\Local\Temp\arduino_cache_300397 -prefs=build.warn_data_percentage=75 -prefs=runtime.tools.avrdude.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.avrdude-6.3.0-arduino17.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.avr-gcc.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.avr-gcc-7.3.0-atmel3.6.1-arduino7.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.arduinoOTA.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.arduinoOTA-1.3.0.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -verbose C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\examples\nano_ble33_sense_accelerometer\nano_ble33_sense_accelerometer.ino

C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\arduino-builder -compile -logger=machine -hardware C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware -tools C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\tools-builder -tools C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -built-in-libraries C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\libraries -libraries C:\Users\Me\Documents\Arduino\libraries -fqbn=arduino:avr:uno -vid-pid=2341_0043 -ide-version=10813 -build-path C:\Users\ME\AppData\Local\Temp\arduino_build_264104 -warnings=none -build-cache C:\Users\ME\AppData\Local\Temp\arduino_cache_300397 -prefs=build.warn_data_percentage=75 -prefs=runtime.tools.avrdude.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.avrdude-6.3.0-arduino17.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.avr-gcc.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.avr-gcc-7.3.0-atmel3.6.1-arduino7.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.arduinoOTA.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -prefs=runtime.tools.arduinoOTA-1.3.0.path=C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr -verbose C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\examples\nano_ble33_sense_accelerometer\nano_ble33_sense_accelerometer.ino

Using board ‘uno’ from platform in folder: C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\arduino\avr

Using core ‘arduino’ from platform in folder: C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\arduino\avr

Detecting libraries used…

“C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr/bin/avr-g++” -c -g -Os -w -std=gnu++11 -fpermissive -fno-exceptions -ffunction-sections -fdata-sections -fno-threadsafe-statics -Wno-error=narrowing -flto -w -x c++ -E -CC -mmcu=atmega328p -DF_CPU=16000000L -DARDUINO=10813 -DARDUINO_AVR_UNO -DARDUINO_ARCH_AVR “-IC:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\arduino\avr\cores\arduino” “-IC:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\arduino\avr\variants\standard” “C:\Users\ME\AppData\Local\Temp\arduino_build_264104\sketch\nano_ble33_sense_accelerometer.ino.cpp” -o nul -DARDUINO_LIB_DISCOVERY_PHASE

Alternatives for test_2_inference.h: [ei- test-2-arduino-1.0.1@1.0.1]

ResolveLibrary(test_2_inference.h)

-> candidates: [ei- test-2-arduino-1.0.1@1.0.1]

“C:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\tools\avr/bin/avr-g++” -c -g -Os -w -std=gnu++11 -fpermissive -fno-exceptions -ffunction-sections -fdata-sections -fno-threadsafe-statics -Wno-error=narrowing -flto -w -x c++ -E -CC -mmcu=atmega328p -DF_CPU=16000000L -DARDUINO=10813 -DARDUINO_AVR_UNO -DARDUINO_ARCH_AVR “-IC:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\arduino\avr\cores\arduino” “-IC:\Program Files\WindowsApps\ArduinoLLC.ArduinoIDE_1.8.42.0_x86__mdqgnx93n4wtt\hardware\arduino\avr\variants\standard” “-IC:\Users\ME\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\src” “C:\Users\ME\AppData\Local\Temp\arduino_build_264104\sketch\nano_ble33_sense_accelerometer.ino.cpp” -o nul -DARDUINO_LIB_DISCOVERY_PHASE

Alternatives for vector: []

ResolveLibrary(vector)

-> candidates: []

In file included from C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\src/edge-impulse-sdk/dsp/spectral/spectral.hpp:27:0,

             from C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\src/edge-impulse-sdk/classifier/ei_run_dsp.h:27,

             from C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\src/edge-impulse-sdk/classifier/ei_run_classifier.h:30,

             from C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\src/ test_2_inference.h:41,

             from C:\Users\Me \Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\examples\nano_ble33_sense_accelerometer\nano_ble33_sense_accelerometer.ino:24:

C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1\src/edge-impulse-sdk/dsp/spectral/processing.hpp:26:10: fatal error: vector: No such file or directory

#include

      ^~~~~~~~

compilation terminated.

Bibliothek ei- test-2-arduino-1.0.1 in Version 1.0.1 im Ordner: C:\Users\Me\Documents\Arduino\libraries\ei- test-2-arduino-1.0.1 wird verwendet

exit status 1

Fehler beim Kompilieren für das Board Arduino Uno.

dhruvsheth · March 25, 2021, 2:22am

Arduino UNO does not have the RAM and ROM needed for running a TinyML Model. So you might have to switch to Arduino NANO 33 BLE sense for this.
Also you can have a look at the boards supported for more info - docs.edgeimpulse.com

Let me know if that helps.

jens1185 · March 25, 2021, 7:23am

Thanks for your reply. I thought: “no worries, you can use almost any device to get started.” also means that I can run the model at any device.

Isn’t there any chance to get the edge impulse model running on my UNO?

aurel · March 25, 2021, 8:43am

Hi @jens1185,

The Arduino Uno is a 8-bit microcontroller which is too weak to run the models.
If you enjoy Arduino environment I would suggest getting an Arduino Nano 33 BLE Sense, it has a Cortex-M4F and several great sensors on it!

Aurelien

jens1185 · March 25, 2021, 11:40am

Thanks guys,
I started with my Uno and hoped I can use it at least for my demonstrator to verify the model in the “real world.”