EloquentTinyML

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'Eloquent' does not name a type

1

I install the library via: Arduino IDE > Tools > Manage Libraries Board: ESP32 Dev Module Error when compile: SineExample:11:1: error: 'Eloquent' does not name a type Eloquent::TinyML::TfLite ml; ^...

hanyc93

Support for RNN (LSTM)

1

Hi, would you know if there is a way to implement RNN in TFLite micro? I use LSTM for time series prediction but I have this error. `Only 1 subgraph...

expeon07

'Didn't find op for builtin opcode ...' error

6

Hi! I'm trying to upload a TFLite model that uses autoencoder with tanh activation function in the layers but I get the following errors when uploading ``` Start GetModel done...

expeon07

xtensa-esp32-elf-g++.exe: The filename or extension is too long.

1

xtensa-esp32-elf-g++.exe: The filename or extension is too long.

cccczl

Error compiling for ESP32-DEV-Module

28

Hi，The following error is reported at compile time： c:\Users\HP\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\tools\make\downloads\cmsis\CMSIS\NN\Source\ConvolutionFunctions\arm_convolve_1x1_HWC_q7_fast_nonsquare.c:1:0: fatal error: opening dependency file C:\Users\HP\AppData\Local\Temp\arduino-sketch-4FBA319415F0427AB022FB1B916D6EC9\libraries\EloquentTinyML\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\tools\make\downloads\cmsis\CMSIS\NN\Source\ConvolutionFunctions\arm_convolve_1x1_HWC_q7_fast_nonsquare.c.d: No such file or directory #if !defined(ESP32) ^compilation terminated. Compilation error: Error: 13 INTERNAL: exit...

nicoro-yja

Issue on the Colab

5

Hi Simone, Thanks for your very nice code! Really appreciate it! I have the same issue with Radhanand Anantha who post a question on your blog. https://eloquentarduino.github.io/2020/11/tinyml-on-arduino-and-stm32-cnn-convolutional-neural-network-example/#tochow-to-run-a-cnn-on-arduino-and-stm32-boards-with-eloquenttinyml I also use...

chisu7917

NameError: name 'Exp' is not defined

1

NameError Traceback (most recent call last) [](https://localhost:8080/#) in () 1 if __name__ == '__main__': ----> 2 model, x_test, y_test = get_model() 3 test_model(model, x_test, y_test) 4 c_code = port(model, variable_name='digits_model',...

chisu7917

Not able print to serial monitor

15

Hello! I am trying deploy my own code to Arduino Nano 33 BLE Sense. The sine_model example code from readme compiles and runs on the device, successfully printing to the...

eppane

Issue on compiling Examples>2.4>SineExample on Arduino Nano 33 BLE Sense board

4

Arduino version: 1.8.19 Arduino nano 33 BLE board version: 2.6.1 ```Arduino: 1.8.19 (Linux), Board: "Arduino Nano 33 BLE" Invalid library found in /home/sanjeev/Arduino/libraries/arm_math: no headers files (.h) found in /home/sanjeev/Arduino/libraries/arm_math...

sanjevShakya

Any help to use EloquentTinyML (ver.0.0.5) on platformio ?.

3

I would appreciate receiving any help to update EloquentTinyML (ver. 0.0.5) on PlatformIO. The DigitsExample was not working on PlatformIO with old version of EloquentTinyML (ver. 0.0.3).

simcube