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Tune performance of HistogramCombine
Number of pairs selected are limited between 25% of histogram images (at start) and number of histogram images left at any iteration. Increase the range of iter_mult. Removed min_cluster_size as parameter for tuning HistogramCombine. Change-Id: Ia4068cd7af4d0f63c5af9001aceda8a40b9de740
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@ -249,8 +249,7 @@ static uint32_t MyRand(uint32_t *seed) {
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}
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static int HistogramCombine(const VP8LHistogramSet* const in,
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VP8LHistogramSet* const out,
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int min_cluster_size, int iter_mult,
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VP8LHistogramSet* const out, int iter_mult,
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int num_pairs, int num_tries_no_success) {
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int ok = 0;
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int i, iter;
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@ -258,6 +257,7 @@ static int HistogramCombine(const VP8LHistogramSet* const in,
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int tries_with_no_success = 0;
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int out_size = in->size;
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const int outer_iters = in->size * iter_mult;
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const int min_cluster_size = 2;
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VP8LHistogram* const histos = (VP8LHistogram*)malloc(2 * sizeof(*histos));
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VP8LHistogram* cur_combo = histos + 0; // trial merged histogram
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VP8LHistogram* best_combo = histos + 1; // best merged histogram so far
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@ -272,12 +272,12 @@ static int HistogramCombine(const VP8LHistogramSet* const in,
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// Collapse similar histograms in 'out'.
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for (iter = 0; iter < outer_iters && out_size >= min_cluster_size; ++iter) {
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// We pick the best pair to be combined out of 'inner_iters' pairs.
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double best_cost_diff = 0.;
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int best_idx1 = 0, best_idx2 = 1;
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int j;
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const int num_tries = (num_pairs < out_size) ? num_pairs : out_size;
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seed += iter;
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for (j = 0; j < num_pairs; ++j) {
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for (j = 0; j < num_tries; ++j) {
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double curr_cost_diff;
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// Choose two histograms at random and try to combine them.
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const uint32_t idx1 = MyRand(&seed) % out_size;
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@ -386,21 +386,26 @@ int VP8LGetHistoImageSymbols(int xsize, int ysize,
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const int histo_xsize = histo_bits ? VP8LSubSampleSize(xsize, histo_bits) : 1;
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const int histo_ysize = histo_bits ? VP8LSubSampleSize(ysize, histo_bits) : 1;
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const int histo_image_raw_size = histo_xsize * histo_ysize;
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// Heuristic params for HistogramCombine().
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const int num_pairs = 8 + (quality >> 1);
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const int num_tries_no_success = 8 + (quality >> 1);
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const int min_cluster_size = (quality >= 25) ? ((quality >= 75) ? 2 : 3) : 4;
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const int iter_mult = (quality >= 25) ? ((quality >= 75) ? 3 : 2) : 1;
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const int iter_mult = (quality < 27) ? 1 : 1 + ((quality - 27) >> 4);
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int num_pairs = (quality >> 1);
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VP8LHistogramSet* const image_out =
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VP8LAllocateHistogramSet(histo_image_raw_size, cache_bits);
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if (image_out == NULL) return 0;
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if (num_pairs > (histo_image_raw_size >> 2)) {
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num_pairs = histo_image_raw_size >> 2;
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}
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num_pairs += 10;
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// Build histogram image.
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HistogramBuildImage(xsize, histo_bits, refs, image_out);
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// Collapse similar histograms.
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if (!HistogramCombine(image_out, image_in, min_cluster_size, iter_mult,
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num_pairs, num_tries_no_success)) {
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if (!HistogramCombine(image_out, image_in, iter_mult, num_pairs,
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num_tries_no_success)) {
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goto Error;
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}
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// Find the optimal map from original histograms to the final ones.
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