From 10285202805dc0a680da390ba687528708979f97 Mon Sep 17 00:00:00 2001 From: Alexander Suvorov Date: Fri, 20 Oct 2017 14:23:47 +0200 Subject: [PATCH] Use multiple threads for node split in vector quantization This change improves the compression speed for both DXT and ETC encodings. Explanation: During the node split iteration, identical computations are performed for all the vectors of the split node. The overall performance can be improved by performing independent computations in separate threads. In order to avoid possible performance overhead, on each iteration the number of threads is selected in such a way so that each thread processes at least 512 vectors. DXT Testing: The modified algorithm has been tested on the Kodak test set using 64-bit build with default settings (running on Windows 10, i7-4790, 3.6GHz). All the decompressed test images are identical to the images being compressed and decompressed using original version of Crunch (revision ea9b8d8). [Compressing Kodak set without mipmaps using DXT1 encoding] Original: 1582222 bytes / 28.892 sec Modified: 1468204 bytes / 7.578 sec Improvement: 7.21% (compression ratio) / 73.77% (compression time) [Compressing Kodak set with mipmaps using DXT1 encoding] Original: 2065243 bytes / 36.943 sec Modified: 1914805 bytes / 9.993 sec Improvement: 7.28% (compression ratio) / 72.95% (compression time) ETC Testing: The modified algorithm has been tested on the Kodak test set using 64-bit build with default settings (running on Windows 10, i7-4790, 3.6GHz). The ETC1 quantization parameters have been selected in such a way, so that ETC1 compression gives approximately the same average Luma PSNR as the corresponding DXT1 compression (which is equal to 34.044 dB for the Kodak test set compressed without mipmaps using DXT1 encoding and default quality settings). [Compressing Kodak set without mipmaps using ETC1 encoding] Total size: 1607858 bytes Total time: 14.753 sec Average bitrate: 1.363 bpp Average Luma PSNR: 34.050 dB --- bin/crunch_x64.exe | Bin 1016320 -> 1021440 bytes crnlib/crn_dxt_hc.cpp | 8 +-- crnlib/crn_tree_clusterizer.h | 90 +++++++++++++++++++++++++++------- 3 files changed, 77 insertions(+), 21 deletions(-) diff --git a/bin/crunch_x64.exe b/bin/crunch_x64.exe index 0fb9c7ce36b64705b01727e9fccfe0c9b479602d..80b6c36e9d6711ddf10bc5ea0f1a191049e8c56a 100644 GIT binary patch delta 233158 zcmZ@h2V7Lg)A#o1a2!alQVvC_f(1m8lRG#B6h*}-DmLs96|4v<5V<_hwlUAdL@}CJ zqESN>H5QBo6G90O&_wa^ALgR755N zCRrPJ4y0{JYs)fQnJfYr@@a44ZYvcJ)yQT5>N`3E72XMb zU@|C4_DT6)q!mZ)Ogzc_L>g+6?z(!KT((TdpVRS~szJJ5%pqX&DLhzKIvjHSJ9Ljip;n-OR^c zm&^3SErbP^OdM&A>2ktnmrpnA!jTnI=vMRDWKleAYcYU?$I}9f#rFMLD`Y7KMUeC` zo%F&+ShvQ^E#=_~xlCtBQH3`;9T;LG6SD+kT4zYh61_i_%Nm`&076M+u34kg#{kXm zzUK^dR&JO!@}xGhGV;P+84OCJ)9%4^zNN|`_Y1k~wDF&gPqKJ0b~3H7OeAkduCV%& 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zf5_$kyYIgT>imxV$-i_^x1r;>|Ia|(@37vSFnH|7uZ8xW+5fqmWn!1~iY@1vpt*g7 z|LPIe?1b$jHkORA_DW1xbn(X5FShpVlrU$ce_M{VHeu~W8?{TU4|ht)%J!cgWxX|_ zeuRJ4XzSpFRU`aMM_VsRaF5uyeKZH!k7fSfD-~T7yV4}k+>q&ibu3qUF>_<%SnH(; m3D*tq_ZZKeQ1(e)5@$LbozhNdoe)( diff --git a/crnlib/crn_dxt_hc.cpp b/crnlib/crn_dxt_hc.cpp index 7c493c4..12a7ab7 100644 --- a/crnlib/crn_dxt_hc.cpp +++ b/crnlib/crn_dxt_hc.cpp @@ -669,7 +669,7 @@ void dxt_hc::determine_color_endpoints() { vq.add_training_vec(m_tiles[t].color_endpoint, (uint)(m_tiles[t].pixels.size() * m_tiles[t].weight)); } - vq.generate_codebook(math::minimum(m_num_tiles, m_params.m_color_endpoint_codebook_size), true); + vq.generate_codebook(math::minimum(m_num_tiles, m_params.m_color_endpoint_codebook_size), true, m_pTask_pool); m_color_clusters.resize(vq.get_codebook_size()); for (uint i = 0; i <= m_pTask_pool->get_num_threads(); i++) @@ -831,7 +831,7 @@ void dxt_hc::determine_alpha_endpoints() { } } - vq.generate_codebook(math::minimum(m_num_tiles, m_params.m_alpha_endpoint_codebook_size)); + vq.generate_codebook(math::minimum(m_num_tiles, m_params.m_alpha_endpoint_codebook_size), false, m_pTask_pool); m_alpha_clusters.resize(vq.get_codebook_size()); for (uint i = 0; i <= m_pTask_pool->get_num_threads(); i++) @@ -920,7 +920,7 @@ void dxt_hc::create_color_selector_codebook() { v[p] = ((selector & 3) + 0.5f) * 0.25f; selector_vq.add_training_vec(v, m_has_etc_color_blocks ? (selector & 0xFFFF) + (selector >> 16) : selector); } - selector_vq.generate_codebook(m_params.m_color_selector_codebook_size); + selector_vq.generate_codebook(m_params.m_color_selector_codebook_size, false, m_pTask_pool); m_color_selectors.resize(selector_vq.get_codebook_size()); m_color_selectors_used.resize(selector_vq.get_codebook_size()); for (uint i = 0; i < selector_vq.get_codebook_size(); i++) { @@ -1034,7 +1034,7 @@ void dxt_hc::create_alpha_selector_codebook() { selector_vq.add_training_vec(v, selector); } } - selector_vq.generate_codebook(m_params.m_alpha_selector_codebook_size); + selector_vq.generate_codebook(m_params.m_alpha_selector_codebook_size, false, m_pTask_pool); m_alpha_selectors.resize(selector_vq.get_codebook_size()); m_alpha_selectors_used.resize(selector_vq.get_codebook_size()); for (uint i = 0; i < selector_vq.get_codebook_size(); i++) { diff --git a/crnlib/crn_tree_clusterizer.h b/crnlib/crn_tree_clusterizer.h index 6f193f7..dfef0a3 100644 --- a/crnlib/crn_tree_clusterizer.h +++ b/crnlib/crn_tree_clusterizer.h @@ -2,6 +2,7 @@ // See Copyright Notice and license at the end of inc/crnlib.h #pragma once #include "crn_matrix.h" +#include "crn_threading.h" #include namespace crnlib { @@ -37,7 +38,7 @@ class tree_clusterizer { m_hist.push_back(std::make_pair(v, weight)); } - bool generate_codebook(uint max_size, bool generate_node_index_map = false) { + bool generate_codebook(uint max_size, bool generate_node_index_map = false, task_pool* pTask_pool = 0) { if (m_hist.empty()) return false; @@ -65,6 +66,7 @@ class tree_clusterizer { m_weightedDotProducts.resize(m_vectors.size()); m_vectorsInfoLeft.resize(m_vectors.size()); m_vectorsInfoRight.resize(m_vectors.size()); + m_vectorComparison.resize(m_vectors.size()); vq_node root; root.m_begin = 0; @@ -94,7 +96,7 @@ class tree_clusterizer { end_node++; splits++; - while (splits < max_size && split_node(node_queue, end_node)) + while (splits < max_size && split_node(node_queue, end_node, pTask_pool)) splits++; m_codebook.clear(); @@ -144,6 +146,7 @@ class tree_clusterizer { crnlib::vector m_weightedVectors; crnlib::vector m_weightedDotProducts; crnlib::vector m_vectorsInfo, m_vectorsInfoLeft, m_vectorsInfoRight; + crnlib::vector m_vectorComparison; crnlib::hash_map m_node_index_map; struct vq_node { @@ -172,7 +175,29 @@ class tree_clusterizer { vector_vec_type m_codebook; - bool split_node(std::priority_queue& node_queue, uint& end_node) { + struct distance_comparison_task_params { + VectorType* left_child; + VectorType* right_child; + uint begin; + uint end; + uint num_tasks; + }; + + void distance_comparison_task(uint64 data, void* pData_ptr) { + distance_comparison_task_params* pParams = (distance_comparison_task_params*)pData_ptr; + const VectorType& left_child = *pParams->left_child; + const VectorType& right_child = *pParams->right_child; + uint begin = pParams->begin + (pParams->end - pParams->begin) * data / pParams->num_tasks; + uint end = pParams->begin + (pParams->end - pParams->begin) * (data + 1) / pParams->num_tasks; + for (uint i = begin; i < end; i++) { + const VectorType& v = m_vectors[m_vectorsInfo[i].index]; + double left_dist2 = left_child.squared_distance(v); + double right_dist2 = right_child.squared_distance(v); + m_vectorComparison[i] = left_dist2 < right_dist2; + } + } + + bool split_node(std::priority_queue& node_queue, uint& end_node, task_pool* pTask_pool = 0) { if (node_queue.empty() || node_queue.top().m_variance <= 0.0f) return false; @@ -183,6 +208,9 @@ class tree_clusterizer { node_queue.pop(); + uint num_blocks = (parent_node.m_end - parent_node.m_begin) >> 9; + uint num_tasks = num_blocks > 1 && pTask_pool ? math::minimum(num_blocks, pTask_pool->get_num_threads() + 1) : 1; + VectorType furthest(0); double furthest_dist = -1.0f; @@ -312,20 +340,48 @@ class tree_clusterizer { left_weight = 0; right_weight = 0; - for (uint i = parent_node.m_begin; i < parent_node.m_end; i++) { - const VectorInfo& vectorInfo = m_vectorsInfo[i]; - double left_dist2 = left_child.squared_distance(m_vectors[vectorInfo.index]); - double right_dist2 = right_child.squared_distance(m_vectors[vectorInfo.index]); - if (left_dist2 < right_dist2) { - new_left_child += m_weightedVectors[vectorInfo.index]; - left_ttsum += m_weightedDotProducts[vectorInfo.index]; - left_weight += vectorInfo.weight; - m_vectorsInfoLeft[left_info_index++] = vectorInfo; - } else { - new_right_child += m_weightedVectors[vectorInfo.index]; - right_ttsum += m_weightedDotProducts[vectorInfo.index]; - right_weight += vectorInfo.weight; - m_vectorsInfoRight[right_info_index++] = vectorInfo; + if (num_tasks > 1) { + distance_comparison_task_params params; + params.left_child = &left_child; + params.right_child = &right_child; + params.begin = parent_node.m_begin; + params.end = parent_node.m_end; + params.num_tasks = num_tasks; + + for (uint task = 0; task < params.num_tasks; task++) + pTask_pool->queue_object_task(this, &tree_clusterizer::distance_comparison_task, task, ¶ms); + pTask_pool->join(); + + for (uint i = parent_node.m_begin; i < parent_node.m_end; i++) { + const VectorInfo& vectorInfo = m_vectorsInfo[i]; + if (m_vectorComparison[i]) { + new_left_child += m_weightedVectors[vectorInfo.index]; + left_ttsum += m_weightedDotProducts[vectorInfo.index]; + left_weight += vectorInfo.weight; + m_vectorsInfoLeft[left_info_index++] = vectorInfo; + } else { + new_right_child += m_weightedVectors[vectorInfo.index]; + right_ttsum += m_weightedDotProducts[vectorInfo.index]; + right_weight += vectorInfo.weight; + m_vectorsInfoRight[right_info_index++] = vectorInfo; + } + } + } else { + for (uint i = parent_node.m_begin; i < parent_node.m_end; i++) { + const VectorInfo& vectorInfo = m_vectorsInfo[i]; + double left_dist2 = left_child.squared_distance(m_vectors[vectorInfo.index]); + double right_dist2 = right_child.squared_distance(m_vectors[vectorInfo.index]); + if (left_dist2 < right_dist2) { + new_left_child += m_weightedVectors[vectorInfo.index]; + left_ttsum += m_weightedDotProducts[vectorInfo.index]; + left_weight += vectorInfo.weight; + m_vectorsInfoLeft[left_info_index++] = vectorInfo; + } else { + new_right_child += m_weightedVectors[vectorInfo.index]; + right_ttsum += m_weightedDotProducts[vectorInfo.index]; + right_weight += vectorInfo.weight; + m_vectorsInfoRight[right_info_index++] = vectorInfo; + } } }