| | |
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| | | free(align_weights); |
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| | | } |
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| | | |
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| | | |
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| | | // further optimizations: im2col_bin() for XNOR, and then transpose_aling_bin() |
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| | | size_t binary_transpose_align_input(int k, int n, float *b, char **t_bit_input, size_t ldb_align) |
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| | | { |
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| | | size_t new_ldb = k + (ldb_align - k%ldb_align); // (k / 8 + 1) * 8; |
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| | |
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| | | //} |
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| | | //if (l.xnor && l.size == 3 && l.stride == 1 && l.pad == 1) {} |
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| | | //else |
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| | | im2col_cpu_custom(state.input, l.c, l.h, l.w, l.size, l.stride, l.pad, b); |
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| | | // further optimizations: im2col_bin() for XNOR, and then transpose_aling_bin() |
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| | | im2col_cpu_custom(state.input, l.c, l.h, l.w, l.size, l.stride, l.pad, b); |
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| | | |
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| | | |
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| | | //gemm(0,0,m,n,k,1,a,k,b,n,1,c,n); |
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| | |
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| | | //char *t_bit_input = calloc(new_ldb * n, sizeof(char)); // for im2col_cpu_custom_transpose() only |
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| | | //float_to_bit(t_input, t_bit_input, new_ldb * n); // for im2col_cpu_custom_transpose() only |
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| | | |
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| | | // 5x times faster than gemm()-float32 |
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| | | // further optimizations: accelerate maxpool-layer with OpenMP/AVX |
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| | | gemm_nn_custom_bin_mean_transposed(m, n, k, 1, l.align_bit_weights, new_ldb, t_bit_input, new_ldb, c, n, l.mean_arr); |
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| | | |
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| | | //gemm_nn_custom_bin_mean_transposed(m, n, k, 1, bit_weights, k, t_bit_input, new_ldb, c, n, mean_arr); |
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