mlp.h File Reference

Multi-layer perceptron API. More...

#include <stddef.h>
#include "micrograd/layer.h"

Include dependency graph for mlp.h:

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Data Structures
struct	mg_mlp
	Multi-layer perceptron model. More...

Functions
bool	mg_mlp_init (mg_graph *g, mg_mlp *m, size_t n_in, const size_t *sizes, size_t n_sizes)
	Initialize an MLP model.
bool	mg_mlp_call (mg_graph *g, mg_mlp *m, mg_value **x, mg_value **out)
	Evaluate an MLP model.
void	mg_mlp_free (mg_mlp *m)
	Free memory owned by an MLP model.
size_t	mg_mlp_param_count (const mg_mlp *m)
	Get the number of trainable parameters in an MLP model.
void	mg_mlp_params (const mg_mlp *m, mg_value **out)
	Copy an MLP model's parameters into a flat array.

Detailed Description

Multi-layer perceptron API.