File List

Here is a list of all documented files with brief descriptions:

aialgo_sequential_inference.h	Functions required for inference of models
aialgo_sequential_training.h	Functions required for the training of models
aifes_basic.h	Include all headers of the AIfES 2 basic module
aifes_basic_avr_pgm.h	Include all headers of the AIfES 2 basic module with AVR PGM implementations
aifes_basic_cmsis.h	Include all headers of the AIfES 2 basic module with ARM CMSIS implementations
aifes_cnn.h	Include all headers of the aifes 2 - cnn module
aifes_core.h	AIfES 2 core interface
aifes_express_f32_fnn.h	AIfES Express functions for weights with F32 (float32) data type
aifes_express_q7_fnn.h	AIfES Express functions for weights with Q7 (int8) data type
aifes_math.h	AIfES 2 math interface
ailayer_batch_normalization.h	Base layer implementation of the Batch Normalization layer
ailayer_batch_normalization_default.h	Default implementation of the Batch Normalization layer
ailayer_conv2d.h	Base layer implementation of the Conv2D layer
ailayer_conv2d_default.h	Default implementation of the Conv2D layer
ailayer_dense.h	Base layer implementation of the Dense layer
ailayer_dense_avr_pgm.h	Implementation of the Dense layer with parameters in PROGMEM for AVR contoller
ailayer_dense_cmsis.h	Arm CMSIS implementation of the Dense layer for Arm Cortex processors
ailayer_dense_default.h	Default implementation of the Dense layer
ailayer_elu.h	Base layer implementation of the ELU activation layer
ailayer_elu_avr_pgm.h	AVR PGM implementation of the ELU layer
ailayer_elu_default.h	Default implementation of the ELU layer
ailayer_input.h	Base layer implementation of the Input layer
ailayer_input_default.h	Default implementation of the Input layer
ailayer_leaky_relu.h	Base layer implementation of the Leaky ReLU activation layer
ailayer_leaky_relu_avr_pgm.h	AVR PGM implementation of the Leaky ReLU layer
ailayer_leaky_relu_default.h	Default implementation of the Leaky ReLU layer
ailayer_maxpool2d.h	Base layer implementation of the MaxPool2D layer
ailayer_maxpool2d_default.h	Default implementation of the MaxPool2D layer
ailayer_relu.h	Base layer implementation of the ReLU activation layer
ailayer_relu_avr_pgm.h	AVR PGM implementation of the ReLU layer
ailayer_relu_default.h	Default implementation of the ReLU layer
ailayer_reshape.h	Base layer implementation of the Reshape layer
ailayer_reshape_default.h	Default implementation of the Reshape layer
ailayer_sigmoid.h	Base layer implementation of the Sigmoid activation layer
ailayer_sigmoid_avr_pgm.h	AVR PGM implementation of the Sigmoid layer
ailayer_sigmoid_default.h	Default implementation of the Sigmoid layer
ailayer_softmax.h	Base layer implementation of the Softmax activation layer
ailayer_softmax_avr_pgm.h	AVR PGM implementation of the Softmax layer
ailayer_softmax_default.h	Default implementation of the Softmax layer
ailayer_softsign.h	Base layer implementation of the Softsign activation layer
ailayer_softsign_avr_pgm.h	AVR PGM implementation of the Softsign layer
ailayer_softsign_default.h	Default implementation of the Softsign layer
ailayer_tanh.h	Base layer implementation of the Tanh activation layer
ailayer_tanh_avr_pgm.h	AVR PGM implementation of the Tanh layer
ailayer_tanh_default.h	Default implementation of the Tanh layer
ailayer_template.h	[DEPRECATED] This file acts as a reference for new layer structures. Some of the shown functions are mandatory, some are optional
ailoss_crossentropy.h	Base loss implementation of the Cross-Entropy loss
ailoss_crossentropy_default.h	Default implementation of the Cross-Entropy loss
ailoss_mse.h	Base loss implementation of the Mean Squared Error (MSE) loss
ailoss_mse_default.h	Default implementation of the Mean Squared Error loss
aimath_basic.h	Basic data-type independent math operations
aimath_cnn_f32_default.h	Math functions for F32 data type, CNN-specific implementation
aimath_f32.h	Definition of the F32 (aif32) data-type
aimath_f32_avr_pgm.h	Math functions for F32 data type using AVR pgmspace.h library for constant data storage
aimath_f32_cmsis.h
aimath_f32_default.h	Math functions for F32 data type, default implementation
aimath_q31.h	Definition of the Q31 (aiq31) data-type
aimath_q31_cmsis.h
aimath_q31_default.h	Math functions for Q31 data type, default implementation
aimath_q7.h	Definition of the Q7 (aiq7) data-type
aimath_q7_avr_pgm.h	Math functions for Q7 data type using AVR pgmspace.h library for constant data storage
aimath_q7_cmsis.h
aimath_q7_default.h	Math functions for Q7 data type, default implementation
aimath_u8.h	Definition of the U8 (aiu8) data-type
aiopti_adam.h	Base optimizer implementation of the Adam optimizer
aiopti_adam_default.h	Default implementation of the Adam optimizer
aiopti_sgd.h	Base optimizer implementation of the Stochastic Gradient Descent (with momentum) optimizer
aiopti_sgd_default.h	Default implementation of the Stochastic Gradient Descend optimizer