| | |
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| | | |
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| | | avgpool_layer make_avgpool_layer(int batch, int w, int h, int c) |
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| | | { |
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| | | fprintf(stderr, "Avgpool Layer: %d x %d x %d image\n", w,h,c); |
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| | | fprintf(stderr, "avg %4d x%4d x%4d -> %4d\n", w, h, c, c); |
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| | | avgpool_layer l = {0}; |
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| | | l.type = AVGPOOL; |
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| | | l.batch = batch; |
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| | |
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| | | int output_size = l.outputs * batch; |
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| | | l.output = calloc(output_size, sizeof(float)); |
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| | | l.delta = calloc(output_size, sizeof(float)); |
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| | | l.forward = forward_avgpool_layer; |
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| | | l.backward = backward_avgpool_layer; |
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| | | #ifdef GPU |
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| | | l.forward_gpu = forward_avgpool_layer_gpu; |
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| | | l.backward_gpu = backward_avgpool_layer_gpu; |
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| | | l.output_gpu = cuda_make_array(l.output, output_size); |
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| | | l.delta_gpu = cuda_make_array(l.delta, output_size); |
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| | | #endif |
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