| | |
| | | return layer; |
| | | } |
| | | |
| | | void resize_maxpool_layer(maxpool_layer *layer, int h, int w, int c) |
| | | void resize_maxpool_layer(maxpool_layer *layer, int h, int w) |
| | | { |
| | | layer->h = h; |
| | | layer->w = w; |
| | | layer->c = c; |
| | | layer->output = realloc(layer->output, ((h-1)/layer->stride+1) * ((w-1)/layer->stride+1) * c * layer->batch* sizeof(float)); |
| | | layer->delta = realloc(layer->delta, ((h-1)/layer->stride+1) * ((w-1)/layer->stride+1) * c * layer->batch*sizeof(float)); |
| | | int output_size = ((h-1)/layer->stride+1) * ((w-1)/layer->stride+1) * layer->c * layer->batch; |
| | | layer->output = realloc(layer->output, output_size * sizeof(float)); |
| | | layer->delta = realloc(layer->delta, output_size * sizeof(float)); |
| | | |
| | | #ifdef GPU |
| | | cuda_free((float *)layer->indexes_gpu); |
| | | cuda_free(layer->output_gpu); |
| | | cuda_free(layer->delta_gpu); |
| | | layer->indexes_gpu = cuda_make_int_array(output_size); |
| | | layer->output_gpu = cuda_make_array(layer->output, output_size); |
| | | layer->delta_gpu = cuda_make_array(layer->delta, output_size); |
| | | #endif |
| | | } |
| | | |
| | | void forward_maxpool_layer(const maxpool_layer layer, float *input) |