From eee6b26e5d3bab28cd49d1bda187ebd888ba27cc Mon Sep 17 00:00:00 2001 From: Alexander Suvorov Date: Wed, 14 Jun 2017 14:56:41 +0200 Subject: [PATCH] Optimize endpoint and selector sorting algorithms This change significantly improves compression speed. Explanation: The main ideas used for the endpoint and selector sorting optimization: - unpacked color and alpha endpoints can be cached - pixel selectors can be processed in groups, while the intermediate error results for those groups can be precalculated - instead of maintaining the mask of the processed elements, the remaining elements can be reorganized to form a continuous block on each iteration (the last remaining element is moved into the position of the processed element) - after optimization, endpoint sorting works significantly faster than endpoint reordering, so the overall performance can be improved by moving selector optimization into the endpoint sorting thread 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. [Compressing Kodak set without mipmaps] Original: 1582222 bytes / 28.863 sec Modified: 1482780 bytes / 14.564 sec Improvement: 6.28% (compression ratio) / 49.54% (compression time) [Compressing Kodak set with mipmaps] Original: 2065243 bytes / 36.968 sec Modified: 1931586 bytes / 19.717 sec Improvement: 6.47% (compression ratio) / 46.66% (compression time) --- bin/crunch_x64.exe | Bin 987136 -> 987136 bytes crnlib/crn_comp.cpp | 577 ++++++++++++++++++-------------------------- crnlib/crn_comp.h | 63 ++--- 3 files changed, 267 insertions(+), 373 deletions(-) diff --git a/bin/crunch_x64.exe b/bin/crunch_x64.exe index 9c4747154bca6ed3fa1c9c5be436f511285508a8..d2df679bbf7a53d3713c03df9cfa1aaf71ceada4 100644 GIT binary patch delta 228230 zcma&P33!ax_c%WHCXvZHL-u{Lksu2Z60u}t!bB2@CHA$5oglGiAyUR`2)Ep-rPflq zAg!UbgdkBnEm2CS)=O${l~&FFocEnX^wZz>`S)q&J@=e*@43sl=bn4+eP2ZzI}~l~ zP%2tA@z<`X^`pLhnLUZ5bQfz++PdBN+es0ofd4kC6<-m2suZ5AgiN5HoMz8RQ~G^V 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z8!=w*43wvTf)A+-`U$+A*Uu1`6_*;^-iTjs4f<6*1I!v?3znOy>m%Q@Z+Lduw_6Qk zdslPnZYxLefE_l{AmjC;1C23K(Ky6VHug2c)rJ9VdZ63sLu`s0e6Z~F4#SPzdIYLn zq3bL4u02@RqslP3?9^+9UR`FEg;g4EjOytLcFI&Xq|#st`{h8{^Jy5o6o8h`yI|AF~m|1aa0+rr1nbDQ|McD-+(wx+UO=x}=3f*po2raL)Jx0NIQHhBYr zCk{;BPw$mkUNc-3m&~^RnZ1;uhFK+DrYhm5WJKlAqQ zy0Q`53?sYO?+;E~b+AHseqCtd0^5TVw2dgF`;R+`R^AvlM+{aUEl(r0@@PHW%ungBzHNz@7bM(1YMUc`zm)E zuIm!EYIxbfJ%+k2AMJa3uVGo2uncqA4hE^TGA-ZCV0*mA+i|DL2^WZ)#XgSPgvEwzS`UEbbzyw)%#EbNIsWj*$D6Pebh?B@N3p<(^|?91J6 HD9`+Fp{&+B diff --git a/crnlib/crn_comp.cpp b/crnlib/crn_comp.cpp index ac259e2..9ab6350 100644 --- a/crnlib/crn_comp.cpp +++ b/crnlib/crn_comp.cpp @@ -17,119 +17,7 @@ crn_comp::crn_comp() crn_comp::~crn_comp() { } -void crn_comp::sort_color_endpoint_codebook(crnlib::vector& remapping, const crnlib::vector& endpoints) { - remapping.resize(endpoints.size()); - - uint lowest_energy = UINT_MAX; - uint lowest_energy_index = 0; - - for (uint i = 0; i < endpoints.size(); i++) { - color_quad_u8 a(dxt1_block::unpack_color(static_cast(endpoints[i] & 0xFFFF), true)); - color_quad_u8 b(dxt1_block::unpack_color(static_cast((endpoints[i] >> 16) & 0xFFFF), true)); - - uint total = a.r + a.g + a.b + b.r + b.g + b.b; - - if (total < lowest_energy) { - lowest_energy = total; - lowest_energy_index = i; - } - } - - uint cur_index = lowest_energy_index; - - crnlib::vector chosen_flags(endpoints.size()); - - uint n = 0; - for (;;) { - chosen_flags[cur_index] = true; - - remapping[cur_index] = n; - n++; - if (n == endpoints.size()) - break; - - uint lowest_error = UINT_MAX; - uint lowest_error_index = 0; - - color_quad_u8 a(dxt1_block::unpack_endpoint(endpoints[cur_index], 0, true)); - color_quad_u8 b(dxt1_block::unpack_endpoint(endpoints[cur_index], 1, true)); - - for (uint i = 0; i < endpoints.size(); i++) { - if (chosen_flags[i]) - continue; - - color_quad_u8 c(dxt1_block::unpack_endpoint(endpoints[i], 0, true)); - color_quad_u8 d(dxt1_block::unpack_endpoint(endpoints[i], 1, true)); - - uint total = color::elucidian_distance(a, c, false) + color::elucidian_distance(b, d, false); - - if (total < lowest_error) { - lowest_error = total; - lowest_error_index = i; - } - } - - cur_index = lowest_error_index; - } -} - -void crn_comp::sort_alpha_endpoint_codebook(crnlib::vector& remapping, const crnlib::vector& endpoints) { - remapping.resize(endpoints.size()); - - uint lowest_energy = UINT_MAX; - uint lowest_energy_index = 0; - - for (uint i = 0; i < endpoints.size(); i++) { - uint a = dxt5_block::unpack_endpoint(endpoints[i], 0); - uint b = dxt5_block::unpack_endpoint(endpoints[i], 1); - - uint total = a + b; - - if (total < lowest_energy) { - lowest_energy = total; - lowest_energy_index = i; - } - } - - uint cur_index = lowest_energy_index; - - crnlib::vector chosen_flags(endpoints.size()); - - uint n = 0; - for (;;) { - chosen_flags[cur_index] = true; - - remapping[cur_index] = n; - n++; - if (n == endpoints.size()) - break; - - uint lowest_error = UINT_MAX; - uint lowest_error_index = 0; - - const int a = dxt5_block::unpack_endpoint(endpoints[cur_index], 0); - const int b = dxt5_block::unpack_endpoint(endpoints[cur_index], 1); - - for (uint i = 0; i < endpoints.size(); i++) { - if (chosen_flags[i]) - continue; - - const int c = dxt5_block::unpack_endpoint(endpoints[i], 0); - const int d = dxt5_block::unpack_endpoint(endpoints[i], 1); - - uint total = math::square(a - c) + math::square(b - d); - - if (total < lowest_error) { - lowest_error = total; - lowest_error_index = i; - } - } - - cur_index = lowest_error_index; - } -} - -bool crn_comp::pack_color_endpoints(crnlib::vector& data, const crnlib::vector& remapping) { +bool crn_comp::pack_color_endpoints(crnlib::vector& packed_data, const crnlib::vector& remapping) { crnlib::vector remapped_endpoints(m_color_endpoints.size()); for (uint i = 0; i < m_color_endpoints.size(); i++) @@ -197,12 +85,12 @@ bool crn_comp::pack_color_endpoints(crnlib::vector& data, const crnlib::v codec.stop_encoding(false); - data.swap(codec.get_encoding_buf()); + packed_data.swap(codec.get_encoding_buf()); return true; } -bool crn_comp::pack_alpha_endpoints(crnlib::vector& data, const crnlib::vector& remapping) { +bool crn_comp::pack_alpha_endpoints(crnlib::vector& packed_data, const crnlib::vector& remapping) { crnlib::vector remapped_endpoints(m_alpha_endpoints.size()); for (uint i = 0; i < m_alpha_endpoints.size(); i++) @@ -263,101 +151,15 @@ bool crn_comp::pack_alpha_endpoints(crnlib::vector& data, const crnlib::v codec.stop_encoding(false); - data.swap(codec.get_encoding_buf()); + packed_data.swap(codec.get_encoding_buf()); return true; } -void crn_comp::sort_color_selectors(crnlib::vector& remapping) { - remapping.resize(m_color_selectors.size()); - uint lowest_energy = UINT_MAX; - uint lowest_energy_index = 0; - for (uint i = 0; i < m_color_selectors.size(); i++) { - uint total = 0; - for (uint32 selector = m_color_selectors[i], j = 0; j < 16; j++, selector >>= 2) { - int a = selector & 3; - total += a * a; - } - if (total < lowest_energy) { - lowest_energy = total; - lowest_energy_index = i; - } - } - uint cur_index = lowest_energy_index; - crnlib::vector chosen_flags(m_color_selectors.size()); - uint n = 0; - for (;;) { - chosen_flags[cur_index] = true; - remapping[cur_index] = n; - n++; - if (n == m_color_selectors.size()) - break; - uint lowest_error = UINT_MAX; - uint lowest_error_index = 0; - for (uint i = 0; i < m_color_selectors.size(); i++) { - if (chosen_flags[i]) - continue; - uint total = 0; - for (uint32 cur_selector = m_color_selectors[cur_index], selector = m_color_selectors[i], j = 0; j < 16; j++, cur_selector >>= 2, selector >>= 2) { - int delta = (cur_selector & 3) - (selector & 3); - total += delta * delta; - } - if (total < lowest_error) { - lowest_error = total; - lowest_error_index = i; - } - } - cur_index = lowest_error_index; - } -} - -void crn_comp::sort_alpha_selectors(crnlib::vector& remapping) { - remapping.resize(m_alpha_selectors.size()); - uint lowest_energy = UINT_MAX; - uint lowest_energy_index = 0; - for (uint i = 0; i < m_alpha_selectors.size(); i++) { - uint total = 0; - for (uint64 selector = m_alpha_selectors[i], j = 0; j < 16; j++, selector >>= 3) { - int a = selector & 7; - total += a * a; - } - if (total < lowest_energy) { - lowest_energy = total; - lowest_energy_index = i; - } - } - uint cur_index = lowest_energy_index; - crnlib::vector chosen_flags(m_alpha_selectors.size()); - uint n = 0; - for (;;) { - chosen_flags[cur_index] = true; - remapping[cur_index] = n; - n++; - if (n == m_alpha_selectors.size()) - break; - uint lowest_error = UINT_MAX; - uint lowest_error_index = 0; - for (uint i = 0; i < m_alpha_selectors.size(); i++) { - if (chosen_flags[i]) - continue; - uint total = 0; - for (uint64 cur_selector = m_alpha_selectors[cur_index], selector = m_alpha_selectors[i], j = 0; j < 16; j++, cur_selector >>= 3, selector >>= 3) { - int delta = (cur_selector & 7) - (selector & 7); - total += delta * delta; - } - if (total < lowest_error) { - lowest_error = total; - lowest_error_index = i; - } - } - cur_index = lowest_error_index; - } -} - -bool crn_comp::pack_color_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping) { +bool crn_comp::pack_color_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping) { crnlib::vector remapped_selectors(m_color_selectors.size()); for (uint i = 0; i < m_color_selectors.size(); i++) - remapped_selectors[remapping[i]] = m_color_selectors[i]; + remapped_selectors[remapping[i]] = m_color_selectors[i]; crnlib::vector residual_syms; residual_syms.reserve(m_color_selectors.size() * 8); symbol_histogram hist(49); @@ -394,7 +196,7 @@ bool crn_comp::pack_color_selectors(crnlib::vector& packed_data, const cr return true; } -bool crn_comp::pack_alpha_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping) { +bool crn_comp::pack_alpha_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping) { crnlib::vector remapped_selectors(m_alpha_selectors.size()); for (uint i = 0; i < m_alpha_selectors.size(); i++) remapped_selectors[remapping[i]] = m_alpha_selectors[i]; @@ -439,10 +241,10 @@ bool crn_comp::pack_blocks( uint group, bool clear_histograms, symbol_codec* pCodec, - const crnlib::vector* pColor_endpoint_remap, - const crnlib::vector* pColor_selector_remap, - const crnlib::vector* pAlpha_endpoint_remap, - const crnlib::vector* pAlpha_selector_remap + const crnlib::vector* pColor_endpoint_remap, + const crnlib::vector* pColor_selector_remap, + const crnlib::vector* pAlpha_endpoint_remap, + const crnlib::vector* pAlpha_selector_remap ) { if (!pCodec) { m_reference_hist.resize(256); @@ -475,8 +277,8 @@ bool crn_comp::pack_blocks( } uint endpoint_index[cNumComps] = {}; - const crnlib::vector* endpoint_remap[cNumComps] = {}; - const crnlib::vector* selector_remap[cNumComps] = {}; + const crnlib::vector* endpoint_remap[cNumComps] = {}; + const crnlib::vector* selector_remap[cNumComps] = {}; for (uint c = 0; c < cNumComps; c++) { if (m_has_comp[c]) { endpoint_remap[c] = c ? pAlpha_endpoint_remap : pColor_endpoint_remap; @@ -524,24 +326,6 @@ bool crn_comp::pack_blocks( return true; } -void crn_comp::append_vec(crnlib::vector& a, const void* p, uint size) { - if (size) { - uint ofs = a.size(); - a.resize(ofs + size); - - memcpy(&a[ofs], p, size); - } -} - -void crn_comp::append_vec(crnlib::vector& a, const crnlib::vector& b) { - if (!b.empty()) { - uint ofs = a.size(); - a.resize(ofs + b.size()); - - memcpy(&a[ofs], &b[0], b.size()); - } -} - bool crn_comp::alias_images() { for (uint face_index = 0; face_index < m_pParams->m_faces; face_index++) { for (uint level_index = 0; level_index < m_pParams->m_levels; level_index++) { @@ -605,8 +389,10 @@ void crn_comp::clear() { m_reference_hist.clear(); m_reference_dm.clear(); for (uint i = 0; i < 2; i++) { + m_endpoint_remaping[i].clear(); m_endpoint_index_hist[i].clear(); m_endpoint_index_dm[i].clear(); + m_selector_remaping[i].clear(); m_selector_index_hist[i].clear(); m_selector_index_dm[i].clear(); } @@ -779,41 +565,69 @@ bool crn_comp::quantize_images() { return result; } -struct optimize_color_endpoints_params { +struct optimize_color_params { struct unpacked_endpoint { color_quad_u8 low, high; }; const unpacked_endpoint* unpacked_endpoints; const uint* hist; - uint n; - uint selected; + uint16 n; + uint16 selected; float weight; struct result { - crnlib::vector remapping; + crnlib::vector endpoint_remapping; crnlib::vector packed_endpoints; uint total_bits; } *pResult; }; -static void remap_color_endpoints(uint* remapping, const optimize_color_endpoints_params::unpacked_endpoint* unpacked_endpoints, const uint* hist, uint n, uint selected, float weight) { +static void sort_color_endpoints(crnlib::vector& remapping, const optimize_color_params::unpacked_endpoint* unpacked_endpoints, uint16 n) { + remapping.resize(n); + crnlib::vector endpoints(n); + crnlib::vector indices(n); + for (uint16 i = 0; i < n; i++) { + endpoints[i] = unpacked_endpoints[i]; + indices[i] = i; + } + optimize_color_params::unpacked_endpoint selected_endpoint = {color_quad_u8(0), color_quad_u8(0)}; + for (uint16 left = n; left;) { + uint16 selected_index = 0; + uint min_error = cUINT32_MAX; + for (uint16 i = 0; i < left; i++) { + optimize_color_params::unpacked_endpoint& endpoint = endpoints[i]; + uint error = color::elucidian_distance(endpoint.low, selected_endpoint.low, false) + color::elucidian_distance(endpoint.high, selected_endpoint.high, false); + if (error < min_error) { + min_error = error; + selected_index = i; + } + } + selected_endpoint = endpoints[selected_index]; + remapping[indices[selected_index]] = n - left; + left--; + endpoints[selected_index] = endpoints[left]; + indices[selected_index] = indices[left]; + } +} + +static void remap_color_endpoints(uint16* remapping, const optimize_color_params::unpacked_endpoint* unpacked_endpoints, const uint* hist, uint16 n, uint16 selected, float weight) { const uint* frequency = hist + selected * n; crnlib::vector chosen, remaining; crnlib::vector total_frequency(n); chosen.push_back(selected); - for (uint i = 0; i < n; i++) { + for (uint16 i = 0; i < n; i++) { if (i != selected) { remaining.push_back(i); total_frequency[i] = frequency[i]; } } for (uint similarity_base = (uint)(4000 * (1.0f + weight)), total_frequency_normalizer = 0; remaining.size();) { - const optimize_color_endpoints_params::unpacked_endpoint& e_front = unpacked_endpoints[chosen.front()]; - const optimize_color_endpoints_params::unpacked_endpoint& e_back = unpacked_endpoints[chosen.back()]; - uint selected_index; + const optimize_color_params::unpacked_endpoint& e_front = unpacked_endpoints[chosen.front()]; + const optimize_color_params::unpacked_endpoint& e_back = unpacked_endpoints[chosen.back()]; + uint16 selected_index; uint64 best_value = 0, selected_similarity_front, selected_similarity_back; - for (uint i = 0; i < remaining.size(); i++) { + for (uint16 i = 0; i < remaining.size(); i++) { uint remaining_index = remaining[i]; - const optimize_color_endpoints_params::unpacked_endpoint& e_remaining = unpacked_endpoints[remaining_index]; + const optimize_color_params::unpacked_endpoint& e_remaining = unpacked_endpoints[remaining_index]; uint error_front = color::elucidian_distance(e_remaining.low, e_front.low, false) + color::elucidian_distance(e_remaining.high, e_front.high, false); uint error_back = color::elucidian_distance(e_remaining.low, e_back.low, false) + color::elucidian_distance(e_remaining.high, e_back.high, false); uint64 similarity_front = similarity_base - math::minimum(error_front, 4000); @@ -840,23 +654,24 @@ static void remap_color_endpoints(uint* remapping, const optimize_color_endpoint chosen.push_back(selected); } remaining.erase(remaining.begin() + selected_index); - for (uint i = 0; i < remaining.size(); i++) + for (uint16 i = 0; i < remaining.size(); i++) total_frequency[remaining[i]] += frequency[remaining[i]]; } - for (uint i = 0; i < n; i++) + for (uint16 i = 0; i < n; i++) remapping[chosen[i]] = i; } void crn_comp::optimize_color_endpoints_task(uint64 data, void* pData_ptr) { - optimize_color_endpoints_params* pParams = reinterpret_cast(pData_ptr); - crnlib::vector& remapping = pParams->pResult->remapping; - uint n = pParams->n; + optimize_color_params* pParams = reinterpret_cast(pData_ptr); + crnlib::vector& remapping = pParams->pResult->endpoint_remapping; + uint16 n = pParams->n; remapping.resize(n); if (data) { remap_color_endpoints(remapping.get_ptr(), pParams->unpacked_endpoints, pParams->hist, n, pParams->selected, pParams->weight); } else { - sort_color_endpoint_codebook(remapping, m_color_endpoints); + sort_color_endpoints(remapping, pParams->unpacked_endpoints, n); + optimize_color_selectors(); } pack_color_endpoints(pParams->pResult->packed_endpoints, remapping); @@ -877,7 +692,7 @@ void crn_comp::optimize_color_endpoints_task(uint64 data, void* pData_ptr) { static_huffman_data_model dm; dm.init(true, n, hist.get_ptr(), 16); const uint8* code_sizes = dm.get_code_sizes(); - for (uint s = 0; s < n; s++) + for (uint16 s = 0; s < n; s++) total_bits += hist[s] * code_sizes[s]; symbol_codec codec; @@ -892,15 +707,55 @@ void crn_comp::optimize_color_endpoints_task(uint64 data, void* pData_ptr) { crnlib_delete(pParams); } -bool crn_comp::optimize_color_endpoints(crnlib::vector& remapping) { - if (m_pParams->m_flags & cCRNCompFlagQuick) { - remapping.resize(m_color_endpoints.size()); - for (uint i = 0; i < m_color_endpoints.size(); i++) - remapping[i] = i; - return pack_color_endpoints(m_packed_color_endpoints, remapping); +void crn_comp::optimize_color_selectors() { + crnlib::vector& remapping = m_selector_remaping[cColor]; + uint16 n = m_color_selectors.size(); + remapping.resize(n); + + uint8 D4[0x100]; + for (uint16 i = 0; i < 0x100; i++) { + int d0 = (i & 3) - (i >> 4 & 3); + int d1 = (i >> 2 & 3) - (i >> 6 & 3); + D4[i] = d0 * d0 + d1 * d1; + } + uint8 D8[0x10000]; + for (uint32 i = 0; i < 0x10000; i++) + D8[i] = D4[i >> 8 & 0xF0 | i >> 4 & 0xF] + D4[i >> 4 & 0xF0 | i & 0xF]; + + crnlib::vector selectors(n); + crnlib::vector indices(n); + for (uint16 i = 0; i < n; i++) { + selectors[i] = m_color_selectors[i]; + indices[i] = i; + } + uint32 selected_selector = 0; + for (uint16 left = n; left;) { + uint16 selected_index = 0; + uint min_error = cUINT32_MAX; + for (uint16 i = 0; i < left; i++) { + uint32 selector = selectors[i]; + uint8 d0 = D8[selector >> 16 & 0xFF00 | selected_selector >> 24 & 0xFF]; + uint8 d1 = D8[selector >> 8 & 0xFF00 | selected_selector >> 16 & 0xFF]; + uint8 d2 = D8[selector & 0xFF00 | selected_selector >> 8 & 0xFF]; + uint8 d3 = D8[selector << 8 & 0xFF00 | selected_selector & 0xFF]; + uint error = d0 + d1 + d2 + d3; + if (error < min_error) { + min_error = error; + selected_index = i; + } + } + selected_selector = selectors[selected_index]; + remapping[indices[selected_index]] = n - left; + left--; + selectors[selected_index] = selectors[left]; + indices[selected_index] = indices[left]; } - uint n = m_color_endpoints.size(); + pack_color_selectors(m_packed_color_selectors, remapping); +} + +void crn_comp::optimize_color() { + uint16 n = m_color_endpoints.size(); crnlib::vector hist(n * n); crnlib::vector sum(n); for (uint i, i_prev = 0, b = 0; b < m_endpoint_indices.size(); b++, i_prev = i) { @@ -912,23 +767,24 @@ bool crn_comp::optimize_color_endpoints(crnlib::vector& remapping) { sum[i_prev]++; } } - uint selected = 0; - for (uint best_sum = 0, i = 0; i < n; i++) { + uint16 selected = 0; + uint best_sum = 0; + for (uint16 i = 0; i < n; i++) { if (best_sum < sum[i]) { best_sum = sum[i]; selected = i; } } - crnlib::vector unpacked_endpoints(n); - for (uint i = 0; i < n; i++) { + crnlib::vector unpacked_endpoints(n); + for (uint16 i = 0; i < n; i++) { unpacked_endpoints[i].low = dxt1_block::unpack_color(m_color_endpoints[i] & 0xFFFF, true); unpacked_endpoints[i].high = dxt1_block::unpack_color(m_color_endpoints[i] >> 16, true); } - optimize_color_endpoints_params::result remapping_trial[4]; + optimize_color_params::result remapping_trial[4]; float weights[4] = {0, 0, 1.0f / 6.0f, 0.5f}; for (uint i = 0; i < 4; i++) { - optimize_color_endpoints_params* pParams = crnlib_new(); + optimize_color_params* pParams = crnlib_new(); pParams->unpacked_endpoints = unpacked_endpoints.get_ptr(); pParams->hist = hist.get_ptr(); pParams->n = n; @@ -942,59 +798,75 @@ bool crn_comp::optimize_color_endpoints(crnlib::vector& remapping) { for (uint best_bits = cUINT32_MAX, i = 0; i < 4; i++) { if (remapping_trial[i].total_bits < best_bits) { m_packed_color_endpoints.swap(remapping_trial[i].packed_endpoints); - remapping.swap(remapping_trial[i].remapping); + m_endpoint_remaping[cColor].swap(remapping_trial[i].endpoint_remapping); best_bits = remapping_trial[i].total_bits; } } - return true; } -bool crn_comp::optimize_color_selectors(crnlib::vector& remapping) { - if (m_pParams->m_flags & cCRNCompFlagQuick) { - remapping.resize(m_color_selectors.size()); - for (uint i = 0; i < m_color_selectors.size(); i++) - remapping[i] = i; - } else { - sort_color_selectors(remapping); - } - return pack_color_selectors(m_packed_color_selectors, remapping); -} - -struct optimize_alpha_endpoints_params { +struct optimize_alpha_params { struct unpacked_endpoint { uint8 low, high; }; const unpacked_endpoint* unpacked_endpoints; const uint* hist; - uint n; - uint selected; + uint16 n; + uint16 selected; float weight; struct result { - crnlib::vector remapping; + crnlib::vector endpoint_remapping; crnlib::vector packed_endpoints; uint total_bits; } *pResult; }; -static void remap_alpha_endpoints(uint* remapping, const optimize_alpha_endpoints_params::unpacked_endpoint* unpacked_endpoints, const uint* hist, uint n, uint selected, float weight) { +static void sort_alpha_endpoints(crnlib::vector& remapping, const optimize_alpha_params::unpacked_endpoint* unpacked_endpoints, uint16 n) { + remapping.resize(n); + crnlib::vector endpoints(n); + crnlib::vector indices(n); + for (uint16 i = 0; i < n; i++) { + endpoints[i] = unpacked_endpoints[i]; + indices[i] = i; + } + optimize_alpha_params::unpacked_endpoint selected_endpoint = {0, 0}; + for (uint16 left = n; left;) { + uint16 selected_index = 0; + uint min_error = cUINT32_MAX; + for (uint16 i = 0; i < left; i++) { + optimize_alpha_params::unpacked_endpoint& endpoint = endpoints[i]; + uint error = math::square(endpoint.low - selected_endpoint.low) + math::square(endpoint.high - selected_endpoint.high); + if (error < min_error) { + min_error = error; + selected_index = i; + } + } + selected_endpoint = endpoints[selected_index]; + remapping[indices[selected_index]] = n - left; + left--; + endpoints[selected_index] = endpoints[left]; + indices[selected_index] = indices[left]; + } +} + +static void remap_alpha_endpoints(uint16* remapping, const optimize_alpha_params::unpacked_endpoint* unpacked_endpoints, const uint* hist, uint16 n, uint16 selected, float weight) { const uint* frequency = hist + selected * n; crnlib::vector chosen, remaining; crnlib::vector total_frequency(n); chosen.push_back(selected); - for (uint i = 0; i < n; i++) { + for (uint16 i = 0; i < n; i++) { if (i != selected) { remaining.push_back(i); total_frequency[i] = frequency[i]; } } for (uint similarity_base = (uint)(1000 * (1.0f + weight)), total_frequency_normalizer = 0; remaining.size();) { - const optimize_alpha_endpoints_params::unpacked_endpoint& e_front = unpacked_endpoints[chosen.front()]; - const optimize_alpha_endpoints_params::unpacked_endpoint& e_back = unpacked_endpoints[chosen.back()]; - uint selected_index; + const optimize_alpha_params::unpacked_endpoint& e_front = unpacked_endpoints[chosen.front()]; + const optimize_alpha_params::unpacked_endpoint& e_back = unpacked_endpoints[chosen.back()]; + uint16 selected_index; uint64 best_value = 0, selected_similarity_front, selected_similarity_back; - for (uint i = 0; i < remaining.size(); i++) { + for (uint16 i = 0; i < remaining.size(); i++) { uint remaining_index = remaining[i]; - const optimize_alpha_endpoints_params::unpacked_endpoint& e_remaining = unpacked_endpoints[remaining_index]; + const optimize_alpha_params::unpacked_endpoint& e_remaining = unpacked_endpoints[remaining_index]; uint error_front = math::square(e_remaining.low - e_front.low) + math::square(e_remaining.high - e_front.high); uint error_back = math::square(e_remaining.low - e_back.low) + math::square(e_remaining.high - e_back.high); uint64 similarity_front = similarity_base - math::minimum(error_front, 1000); @@ -1021,23 +893,24 @@ static void remap_alpha_endpoints(uint* remapping, const optimize_alpha_endpoint chosen.push_back(selected); } remaining.erase(remaining.begin() + selected_index); - for (uint i = 0; i < remaining.size(); i++) + for (uint16 i = 0; i < remaining.size(); i++) total_frequency[remaining[i]] += frequency[remaining[i]]; } - for (uint i = 0; i < n; i++) + for (uint16 i = 0; i < n; i++) remapping[chosen[i]] = i; } void crn_comp::optimize_alpha_endpoints_task(uint64 data, void* pData_ptr) { - optimize_alpha_endpoints_params* pParams = reinterpret_cast(pData_ptr); - crnlib::vector& remapping = pParams->pResult->remapping; - uint n = pParams->n; + optimize_alpha_params* pParams = reinterpret_cast(pData_ptr); + crnlib::vector& remapping = pParams->pResult->endpoint_remapping; + uint16 n = pParams->n; remapping.resize(n); if (data) { remap_alpha_endpoints(remapping.get_ptr(), pParams->unpacked_endpoints, pParams->hist, n, pParams->selected, pParams->weight); } else { - sort_alpha_endpoint_codebook(remapping, m_alpha_endpoints); + sort_alpha_endpoints(remapping, pParams->unpacked_endpoints, n); + optimize_alpha_selectors(); } pack_alpha_endpoints(pParams->pResult->packed_endpoints, remapping); @@ -1069,7 +942,7 @@ void crn_comp::optimize_alpha_endpoints_task(uint64 data, void* pData_ptr) { static_huffman_data_model dm; dm.init(true, n, hist.get_ptr(), 16); const uint8* code_sizes = dm.get_code_sizes(); - for (uint s = 0; s < n; s++) + for (uint16 s = 0; s < n; s++) total_bits += hist[s] * code_sizes[s]; symbol_codec codec; @@ -1084,15 +957,49 @@ void crn_comp::optimize_alpha_endpoints_task(uint64 data, void* pData_ptr) { crnlib_delete(pParams); } -bool crn_comp::optimize_alpha_endpoints(crnlib::vector& remapping) { - if (m_pParams->m_flags & cCRNCompFlagQuick) { - remapping.resize(m_alpha_endpoints.size()); - for (uint i = 0; i < m_alpha_endpoints.size(); i++) - remapping[i] = i; - return pack_alpha_endpoints(m_packed_alpha_endpoints, remapping); +void crn_comp::optimize_alpha_selectors() { + crnlib::vector& remapping = m_selector_remaping[cAlpha0]; + uint16 n = m_alpha_selectors.size(); + remapping.resize(n); + + uint8 D6[0x1000]; + for (uint16 i = 0; i < 0x1000; i++) { + int d0 = (i & 7) - (i >> 6 & 7); + int d1 = (i >> 3 & 7) - (i >> 9 & 7); + D6[i] = d0 * d0 + d1 * d1; } - uint n = m_alpha_endpoints.size(); + crnlib::vector selectors(n); + crnlib::vector indices(n); + for (uint16 i = 0; i < n; i++) { + selectors[i] = m_alpha_selectors[i]; + indices[i] = i; + } + uint64 selected_selector = 0; + for (uint16 left = n; left;) { + uint16 selected_index = 0; + uint min_error = cUINT32_MAX; + for (uint16 i = 0; i < left; i++) { + uint error = 0; + for (uint64 selector = selectors[i] << 6, delta_selector = selected_selector, j = 0; j < 8; j++, selector >>= 6, delta_selector >>= 6) + error += D6[selector & 0xFC0 | delta_selector & 0x3F]; + if (error < min_error) { + min_error = error; + selected_index = i; + } + } + selected_selector = selectors[selected_index]; + remapping[indices[selected_index]] = n - left; + left--; + selectors[selected_index] = selectors[left]; + indices[selected_index] = indices[left]; + } + + pack_alpha_selectors(m_packed_alpha_selectors, remapping); +} + +void crn_comp::optimize_alpha() { + uint16 n = m_alpha_endpoints.size(); crnlib::vector hist(n * n); crnlib::vector sum(n); bool hasAlpha0 = m_has_comp[cAlpha0], hasAlpha1 = m_has_comp[cAlpha1]; @@ -1114,23 +1021,24 @@ bool crn_comp::optimize_alpha_endpoints(crnlib::vector& remapping) { } } } - uint selected = 0; - for (uint best_sum = 0, i = 0; i < n; i++) { + uint16 selected = 0; + uint best_sum = 0; + for (uint16 i = 0; i < n; i++) { if (best_sum < sum[i]) { best_sum = sum[i]; selected = i; } } - crnlib::vector unpacked_endpoints(n); - for (uint i = 0; i < n; i++) { + crnlib::vector unpacked_endpoints(n); + for (uint16 i = 0; i < n; i++) { unpacked_endpoints[i].low = dxt5_block::unpack_endpoint(m_alpha_endpoints[i], 0); unpacked_endpoints[i].high = dxt5_block::unpack_endpoint(m_alpha_endpoints[i], 1); } - optimize_alpha_endpoints_params::result remapping_trial[4]; + optimize_alpha_params::result remapping_trial[4]; float weights[4] = {0, 0, 1.0f / 6.0f, 0.5f}; for (uint i = 0; i < 4; i++) { - optimize_alpha_endpoints_params* pParams = crnlib_new(); + optimize_alpha_params* pParams = crnlib_new(); pParams->unpacked_endpoints = unpacked_endpoints.get_ptr(); pParams->hist = hist.get_ptr(); pParams->n = n; @@ -1144,22 +1052,10 @@ bool crn_comp::optimize_alpha_endpoints(crnlib::vector& remapping) { for (uint best_bits = cUINT32_MAX, i = 0; i < 4; i++) { if (remapping_trial[i].total_bits < best_bits) { m_packed_alpha_endpoints.swap(remapping_trial[i].packed_endpoints); - remapping.swap(remapping_trial[i].remapping); + m_endpoint_remaping[cAlpha0].swap(remapping_trial[i].endpoint_remapping); best_bits = remapping_trial[i].total_bits; } } - return true; -} - -bool crn_comp::optimize_alpha_selectors(crnlib::vector& remapping) { - if (m_pParams->m_flags & cCRNCompFlagQuick) { - remapping.resize(m_alpha_selectors.size()); - for (uint i = 0; i < m_alpha_selectors.size(); i++) - remapping[i] = i; - } else { - sort_alpha_selectors(remapping); - } - return pack_alpha_selectors(m_packed_alpha_selectors, remapping); } bool crn_comp::pack_data_models() { @@ -1188,6 +1084,24 @@ bool crn_comp::pack_data_models() { return true; } +void crn_comp::append_vec(crnlib::vector& a, const void* p, uint size) { + if (size) { + uint ofs = a.size(); + a.resize(ofs + size); + + memcpy(&a[ofs], p, size); + } +} + +void crn_comp::append_vec(crnlib::vector& a, const crnlib::vector& b) { + if (!b.empty()) { + uint ofs = a.size(); + a.resize(ofs + b.size()); + + memcpy(&a[ofs], &b[0], b.size()); + } +} + bool crn_comp::create_comp_data() { utils::zero_object(m_crn_header); @@ -1282,31 +1196,22 @@ bool crn_comp::compress_internal() { if (!quantize_images()) return false; - crnlib::vector endpoint_remap[2]; - crnlib::vector selector_remap[2]; - - if (m_has_comp[cColor]) { - if (!optimize_color_endpoints(endpoint_remap[0])) - return false; - if (!optimize_color_selectors(selector_remap[0])) - return false; - } - - if (m_has_comp[cAlpha0]) { - if (!optimize_alpha_endpoints(endpoint_remap[1])) - return false; - if (!optimize_alpha_selectors(selector_remap[1])) - return false; - } - m_reference_hist.clear(); for (uint i = 0; i < 2; i++) { + m_endpoint_remaping[i].clear(); m_endpoint_index_hist[i].clear(); m_endpoint_index_dm[i].clear(); + m_selector_remaping[i].clear(); m_selector_index_hist[i].clear(); m_selector_index_dm[i].clear(); } + if (m_has_comp[cColor]) + optimize_color(); + + if (m_has_comp[cAlpha0]) + optimize_alpha(); + for (uint pass = 0; pass < 2; pass++) { for (uint level = 0; level < m_levels.size(); level++) { symbol_codec codec; @@ -1315,8 +1220,8 @@ bool crn_comp::compress_internal() { if (!pack_blocks( level, !pass && !level, pass ? &codec : NULL, - m_has_comp[cColor] ? &endpoint_remap[0] : NULL, m_has_comp[cColor] ? &selector_remap[0] : NULL, - m_has_comp[cAlpha0] ? &endpoint_remap[1] : NULL, m_has_comp[cAlpha0] ? &selector_remap[1] : NULL)) { + m_has_comp[cColor] ? &m_endpoint_remaping[cColor] : NULL, m_has_comp[cColor] ? &m_selector_remaping[cColor] : NULL, + m_has_comp[cAlpha0] ? &m_endpoint_remaping[cAlpha0] : NULL, m_has_comp[cAlpha0] ? &m_selector_remaping[cAlpha0] : NULL)) { return false; } diff --git a/crnlib/crn_comp.h b/crnlib/crn_comp.h index f8be80d..74c0cc0 100644 --- a/crnlib/crn_comp.h +++ b/crnlib/crn_comp.h @@ -69,11 +69,13 @@ class crn_comp : public itexture_comp { symbol_histogram m_reference_hist; static_huffman_data_model m_reference_dm; + crnlib::vector m_endpoint_remaping[2]; symbol_histogram m_endpoint_index_hist[2]; - static_huffman_data_model m_endpoint_index_dm[2]; // color, alpha + static_huffman_data_model m_endpoint_index_dm[2]; + crnlib::vector m_selector_remaping[2]; symbol_histogram m_selector_index_hist[2]; - static_huffman_data_model m_selector_index_dm[2]; // color, alpha + static_huffman_data_model m_selector_index_dm[2]; crnlib::vector m_packed_blocks[cCRNMaxLevels]; crnlib::vector m_packed_data_models; @@ -82,52 +84,39 @@ class crn_comp : public itexture_comp { crnlib::vector m_packed_alpha_endpoints; crnlib::vector m_packed_alpha_selectors; - void clear(); - - void sort_color_endpoint_codebook(crnlib::vector& remapping, const crnlib::vector& endpoints); - void sort_alpha_endpoint_codebook(crnlib::vector& remapping, const crnlib::vector& endpoints); - - bool pack_color_endpoints(crnlib::vector& data, const crnlib::vector& remapping); - bool pack_alpha_endpoints(crnlib::vector& data, const crnlib::vector& remapping); - - void sort_color_selectors(crnlib::vector& remapping); - void sort_alpha_selectors(crnlib::vector& remapping); - - bool pack_color_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping); - bool pack_alpha_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping); + bool pack_color_endpoints(crnlib::vector& packed_data, const crnlib::vector& remapping); + bool pack_color_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping); + bool pack_alpha_endpoints(crnlib::vector& packed_data, const crnlib::vector& remapping); + bool pack_alpha_selectors(crnlib::vector& packed_data, const crnlib::vector& remapping); + bool pack_blocks( + uint group, + bool clear_histograms, + symbol_codec* pCodec, + const crnlib::vector* pColor_endpoint_remap, + const crnlib::vector* pColor_selector_remap, + const crnlib::vector* pAlpha_endpoint_remap, + const crnlib::vector* pAlpha_selector_remap + ); bool alias_images(); + void clear(); bool quantize_images(); - bool pack_blocks( - uint group, - bool clear_histograms, - symbol_codec* pCodec, - const crnlib::vector* pColor_endpoint_remap, - const crnlib::vector* pColor_selector_remap, - const crnlib::vector* pAlpha_endpoint_remap, - const crnlib::vector* pAlpha_selector_remap); - void optimize_color_endpoints_task(uint64 data, void* pData_ptr); - bool optimize_color_endpoints(crnlib::vector& remapping); - - bool optimize_color_selectors(crnlib::vector& remapping); + void optimize_color_selectors(); + void optimize_color(); void optimize_alpha_endpoints_task(uint64 data, void* pData_ptr); - bool optimize_alpha_endpoints(crnlib::vector& remapping); - - bool optimize_alpha_selectors(crnlib::vector& remapping); - - bool create_comp_data(); + void optimize_alpha_selectors(); + void optimize_alpha(); bool pack_data_models(); - - bool update_progress(uint phase_index, uint subphase_index, uint subphase_total); - - bool compress_internal(); - static void append_vec(crnlib::vector& a, const void* p, uint size); static void append_vec(crnlib::vector& a, const crnlib::vector& b); + bool create_comp_data(); + + bool update_progress(uint phase_index, uint subphase_index, uint subphase_total); + bool compress_internal(); }; } // namespace crnlib