| New file |
| | |
| | | #ifndef BASE_LAYER_H |
| | | #define BASE_LAYER_H |
| | | |
| | | #include "activations.h" |
| | | |
| | | typedef enum { |
| | | CONVOLUTIONAL, |
| | | DECONVOLUTIONAL, |
| | | CONNECTED, |
| | | MAXPOOL, |
| | | SOFTMAX, |
| | | DETECTION, |
| | | DROPOUT, |
| | | CROP, |
| | | ROUTE, |
| | | COST |
| | | } LAYER_TYPE; |
| | | |
| | | typedef enum{ |
| | | SSE, MASKED |
| | | } COST_TYPE; |
| | | |
| | | typedef struct { |
| | | LAYER_TYPE type; |
| | | ACTIVATION activation; |
| | | COST_TYPE cost_type; |
| | | int batch; |
| | | int inputs; |
| | | int outputs; |
| | | int h,w,c; |
| | | int out_h, out_w, out_c; |
| | | int n; |
| | | int groups; |
| | | int size; |
| | | int stride; |
| | | int pad; |
| | | int crop_width; |
| | | int crop_height; |
| | | int flip; |
| | | float angle; |
| | | float saturation; |
| | | float exposure; |
| | | int classes; |
| | | int coords; |
| | | int background; |
| | | int rescore; |
| | | int nuisance; |
| | | int does_cost; |
| | | float probability; |
| | | float scale; |
| | | int *indexes; |
| | | float *rand; |
| | | float *cost; |
| | | float *filters; |
| | | float *filter_updates; |
| | | |
| | | float *biases; |
| | | float *bias_updates; |
| | | |
| | | float *weights; |
| | | float *weight_updates; |
| | | |
| | | float *col_image; |
| | | int * input_layers; |
| | | int * input_sizes; |
| | | float * delta; |
| | | float * output; |
| | | |
| | | #ifdef GPU |
| | | int *indexes_gpu; |
| | | float * filters_gpu; |
| | | float * filter_updates_gpu; |
| | | |
| | | float * col_image_gpu; |
| | | |
| | | float * weights_gpu; |
| | | float * biases_gpu; |
| | | |
| | | float * weight_updates_gpu; |
| | | float * bias_updates_gpu; |
| | | |
| | | float * output_gpu; |
| | | float * delta_gpu; |
| | | float * rand_gpu; |
| | | #endif |
| | | } layer; |
| | | |
| | | #endif |