From 7e5666d45ac9bbf7410255df430b28f501a7efcf Mon Sep 17 00:00:00 2001 From: Ilya Grebnov Date: Mon, 21 Nov 2022 12:50:49 -0800 Subject: [PATCH] Compression ratio improvements. --- CHANGES | 3 + README.md | 150 +- VERSION | 2 +- bsc-m03.cpp | 24 +- m03_model.h | 417 +- m03_parser.h | 83 +- m03_tables.h | 11452 +++++++++++++++++++++++++++++++------------------ 7 files changed, 7618 insertions(+), 4513 deletions(-) diff --git a/CHANGES b/CHANGES index cf8041b..d21e44c 100644 --- a/CHANGES +++ b/CHANGES @@ -1,3 +1,6 @@ +* 2022-11-20 : Version 0.4.0 + * Compression ratio improvements. + * 2022-11-10 : Version 0.3.0 * Compression ratio improvements. diff --git a/README.md b/README.md index c8743f8..615eefe 100644 --- a/README.md +++ b/README.md @@ -14,6 +14,8 @@ Copyright (c) 2021-2022 Ilya Grebnov The bsc-m03 is released under the [GNU General Public License](LICENSE "GNU General Public License") ## Changes +* 2022-11-20 : Version 0.4.0 + * Compression ratio improvements. * 2022-11-10 : Version 0.3.0 * Compression ratio improvements. * 2022-01-08 : Version 0.2.1 @@ -31,89 +33,115 @@ The bsc-m03 is released under the [GNU General Public License](LICENSE "GNU Gene ### Calgary Corpus ### | File name | Input size (bytes) | Output size (bytes) | Bits per symbol | |:---------------:|:-----------:|:------------:|:-------:| -| bib | 111261 | 24656 | 1.773 | -| book1 | 768771 | 204395 | 2.127 | -| book2 | 610856 | 139566 | 1.828 | -| geo | 102400 | 52580 | 4.108 | -| news | 377109 | 106395 | 2.257 | -| obj1 | 21504 | 9795 | 3.644 | -| obj2 | 246814 | 68414 | 2.218 | -| paper1 | 53161 | 15048 | 2.265 | -| paper2 | 82199 | 22687 | 2.208 | -| pic | 513216 | 44620 | 0.696 | -| progc | 39611 | 11320 | 2.286 | -| progl | 71646 | 13610 | 1.520 | -| progp | 49379 | 9316 | 1.509 | -| trans | 93695 | 15446 | 1.319 | +| bib | 111261 | 24550 | 1.765 | +| book1 | 768771 | 203954 | 2.122 | +| book2 | 610856 | 139181 | 1.823 | +| geo | 102400 | 52482 | 4.100 | +| news | 377109 | 105915 | 2.247 | +| obj1 | 21504 | 9779 | 3.638 | +| obj2 | 246814 | 68229 | 2.212 | +| paper1 | 53161 | 15010 | 2.259 | +| paper2 | 82199 | 22641 | 2.204 | +| pic | 513216 | 44587 | 0.695 | +| progc | 39611 | 11303 | 2.283 | +| progl | 71646 | 13565 | 1.515 | +| progp | 49379 | 9291 | 1.505 | +| trans | 93695 | 15399 | 1.315 | ### Canterbury Corpus ### | File name | Input size (bytes) | Output size (bytes) | Bits per symbol | |:---------------:|:-----------:|:------------:|:-------:| -| alice29.txt | 152089 | 38667 | 2.034 | -| asyoulik.txt | 125179 | 36019 | 2.302 | -| cp.html | 24603 | 6915 | 2.249 | -| fields.c | 11150 | 2695 | 1.934 | +| alice29.txt | 152089 | 38622 | 2.032 | +| asyoulik.txt | 125179 | 35959 | 2.298 | +| cp.html | 24603 | 6883 | 2.238 | +| fields.c | 11150 | 2704 | 1.940 | | grammar.lsp | 3721 | 1130 | 2.429 | -| kennedy.xls | 1029744 | 56568 | 0.439 | -| lcet10.txt | 426754 | 95240 | 1.785 | -| plrabn12.txt | 481861 | 130068 | 2.159 | -| ptt5 | 513216 | 44620 | 0.696 | -| sum | 38240 | 11479 | 2.401 | -| xargs.1 | 4227 | 1585 | 3.000 | +| kennedy.xls | 1029744 | 56697 | 0.440 | +| lcet10.txt | 426754 | 95012 | 1.781 | +| plrabn12.txt | 481861 | 129960 | 2.158 | +| ptt5 | 513216 | 44587 | 0.695 | +| sum | 38240 | 11453 | 2.396 | +| xargs.1 | 4227 | 1587 | 3.004 | ### Large Canterbury Corpus ### | File name | Input size (bytes) | Output size (bytes) | Bits per symbol | |:---------------:|:-----------:|:------------:|:-------:| -| bible.txt | 4047392 | 701049 | 1.386 | -| E.coli | 4638690 | 1126463 | 1.943 | -| world192.txt | 2473400 | 378508 | 1.224 | +| bible.txt | 4047392 | 699609 | 1.383 | +| E.coli | 4638690 | 1125573 | 1.941 | +| world192.txt | 2473400 | 377228 | 1.220 | ### Silesia Corpus ### | File name | Input size (bytes) | Output size (bytes) | Bits per symbol | |:---------------:|:-----------:|:------------:|:-------:| -| dickens | 10192446 | 2203859 | 1.730 | -| mozilla | 51220480 | 15630325 | 2.441 | -| mr | 9970564 | 2158802 | 1.732 | -| nci | 33553445 | 1130423 | 0.270 | -| ooffice | 6152192 | 2511633 | 3.266 | -| osdb | 10085684 | 2221807 | 1.762 | -| reymont | 6627202 | 962152 | 1.161 | -| samba | 21606400 | 3816749 | 1.413 | -| sao | 7251944 | 4651078 | 5.131 | -| webster | 41458703 | 6267572 | 1.209 | -| xml | 5345280 | 362358 | 0.542 | -| x-ray | 8474240 | 3681801 | 3.476 | +| dickens | 10192446 | 2201665 | 1.728 | +| mozilla | 51220480 | 15588180 | 2.435 | +| mr | 9970564 | 2157681 | 1.731 | +| nci | 33553445 | 1127979 | 0.269 | +| ooffice | 6152192 | 2506008 | 3.259 | +| osdb | 10085684 | 2218043 | 1.759 | +| reymont | 6627202 | 961063 | 1.160 | +| samba | 21606400 | 3802811 | 1.408 | +| sao | 7251944 | 4649665 | 5.129 | +| webster | 41458703 | 6259839 | 1.208 | +| xml | 5345280 | 359928 | 0.539 | +| x-ray | 8474240 | 3682048 | 3.476 | ### Manzini Corpus ### | File name | Input size (bytes) | Output size (bytes) | Bits per symbol | |:---------------:|:-----------:|:------------:|:-------:| -| chr22.dna | 34553758 | 7206590 | 1.668 | -| etext99 | 105277340 | 21508150 | 1.634 | -| gcc-3.0.tar | 86630400 | 10131247 | 0.936 | -| howto | 39422105 | 7556359 | 1.533 | -| jdk13c | 69728899 | 2638786 | 0.303 | -| linux-2.4.5.tar | 116254720 | 16489301 | 1.135 | -| rctail96 | 114711151 | 9788959 | 0.683 | -| rfc | 116421901 | 14967795 | 1.029 | -| sprot34.dat | 109617186 | 17259191 | 1.260 | -| w3c2 | 104201579 | 5666677 | 0.435 | +| chr22.dna | 34553758 | 7199372 | 1.667 | +| etext99 | 105277340 | 21444578 | 1.630 | +| gcc-3.0.tar | 86630400 | 10083390 | 0.931 | +| howto | 39422105 | 7521856 | 1.526 | +| jdk13c | 69728899 | 2625797 | 0.301 | +| linux-2.4.5.tar | 116254720 | 16410352 | 1.129 | +| rctail96 | 114711151 | 9732849 | 0.679 | +| rfc | 116421901 | 14912324 | 1.025 | +| sprot34.dat | 109617186 | 17175727 | 1.254 | +| w3c2 | 104201579 | 5629500 | 0.432 | ### Maximum Compression Corpus ### | File name | Input size (bytes) | Output size (bytes) | Bits per symbol | |:---------------:|:-----------:|:------------:|:-------:| -| A10.jpg | 842468 | 823496 | 7.820 | -| AcroRd32.exe | 3870784 | 1560548 | 3.225 | -| english.dic | 465211 | 145707 | 2.506 | -| FlashMX.pdf | 4526946 | 3717253 | 6.569 | -| FP.LOG | 20617071 | 505982 | 0.196 | -| MSO97.DLL | 3782416 | 1882533 | 3.982 | -| ohs.doc | 4168192 | 805796 | 1.547 | -| rafale.bmp | 4149414 | 743544 | 1.434 | -| vcfiu.hlp | 4121418 | 608769 | 1.182 | -| world95.txt | 2988578 | 445466 | 1.192 | +| A10.jpg | 842468 | 823451 | 7.819 | +| AcroRd32.exe | 3870784 | 1557055 | 3.218 | +| english.dic | 465211 | 145156 | 2.496 | +| FlashMX.pdf | 4526946 | 3712598 | 6.561 | +| FP.LOG | 20617071 | 504344 | 0.196 | +| MSO97.DLL | 3782416 | 1878874 | 3.974 | +| ohs.doc | 4168192 | 803197 | 1.542 | +| rafale.bmp | 4149414 | 743978 | 1.434 | +| vcfiu.hlp | 4121418 | 606466 | 1.177 | +| world95.txt | 2988578 | 443815 | 1.188 | ### Large Text Compression Benchmark Corpus ### | File name | Input size (bytes) | Output size (bytes) | Bits per symbol | |:---------------:|:-----------:|:------------:|:-------:| -| enwik8 | 100000000 | 20339773 | 1.627 | -| enwik9 | 1000000000 | 160616907 | 1.285 | +| enwik8 | 100000000 | 20293393 | 1.623 | +| enwik9 | 1000000000 | 160258936 | 1.282 | + +### Pizza & Chilli Corpus ### +| File name | Input size (bytes) | Output size (bytes) | Bits per symbol | +|:---------------:|:-----------:|:------------:|:-------:| +| dblp.xml | 296135874 | 21993088 | 0.594 | +| dna | 403927746 | 86344131 | 1.710 | +| english.1024MB | 1073741824 | 194009933 | 1.445 | +| pitches | 55832855 | 16998266 | 2.436 | +| proteins | 1184051855 | 304161163 | 2.055 | +| sources | 210866607 | 29848691 | 1.132 | + +### Pizza & Chilli Repetitive Corpus ### +| File name | Input size (bytes) | Output size (bytes) | Bits per symbol | +|:---------------:|:-----------:|:------------:|:-------:| +| cere | 461286644 | 8566781 | 0.149 | +| coreutils | 205281778 | 4314630 | 0.168 | +| einstein.de.txt | 92758441 | 132953 | 0.011 | +| einstein.en.txt | 467626544 | 336959 | 0.006 | +| Escherichia_Coli | 112689515 | 7878020 | 0.559 | +| influenza | 154808555 | 1743038 | 0.090 | +| kernel | 257961616 | 2973476 | 0.092 | +| para | 429265758 | 10678863 | 0.199 | +| world_leaders | 46968181 | 519391 | 0.088 | +| fib41 | 267914296 | 83 | 0.000 | +| rs.13 | 216747218 | 87 | 0.000 | +| tm29 | 268435456 | 160 | 0.000 | diff --git a/VERSION b/VERSION index 9325c3c..60a2d3e 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -0.3.0 \ No newline at end of file +0.4.0 \ No newline at end of file diff --git a/bsc-m03.cpp b/bsc-m03.cpp index fabc17e..7b3187b 100644 --- a/bsc-m03.cpp +++ b/bsc-m03.cpp @@ -45,6 +45,8 @@ This file is a part of bsc-m03 project. int32_t root_frequencies[MAX_ALPHABET_SIZE + 1]; +#if !defined(BSC_DECOMPRESSION_ONLY) + template static int32_t compress_memory_block(uint8_t * buffer, int32_t block_size) { int32_t indexes[32] = { -1 }; @@ -71,7 +73,7 @@ template static int32_t compress_memory_block(uint8_t * buffer, { if (symbol_t * L = (symbol_t *)malloc(((size_t)block_symbols + 1) * sizeof(symbol_t))) { - if (m03_parser * parser = (m03_parser *)malloc(sizeof(m03_parser))) + if (m03_parser * parser = (m03_parser *)malloc(sizeof(m03_parser))) { { int32_t primary_index = indexes[0]; @@ -91,7 +93,7 @@ template static int32_t compress_memory_block(uint8_t * buffer, coder.EncodeValue(1, indexes[t], block_symbols); } - if (parser->initialize(L, block_symbols + 1, indexes[0], root_frequencies, 1 << (8 * symbol_size), &coder, m03_mode::encoding)) + if (parser->initialize(L, block_symbols + 1, indexes[0], root_frequencies, 1 << (8 * symbol_size), &coder)) { parser->run(); parser->destroy(); @@ -130,6 +132,8 @@ template static int32_t compress_memory_block(uint8_t * buffer, return comressed_size; } +#endif + template static int32_t decompress_burrows_wheeler_transform(RangeCoder * coder, int32_t primary_index, int32_t block_size, uint8_t * buffer) { int32_t result = -1; @@ -138,9 +142,9 @@ template static int32_t decompress_burrows_wheeler_transform(Ra if (symbol_t * L = (symbol_t *)malloc(((size_t)block_symbols + 1) * sizeof(symbol_t))) { - if (m03_parser * parser = (m03_parser *)malloc(sizeof(m03_parser))) + if (m03_parser * parser = (m03_parser *)malloc(sizeof(m03_parser))) { - if (parser->initialize(L, block_symbols + 1, primary_index, root_frequencies, 1 << (8 * symbol_size), coder, m03_mode::decoding)) + if (parser->initialize(L, block_symbols + 1, primary_index, root_frequencies, 1 << (8 * symbol_size), coder)) { parser->run(); parser->destroy(); @@ -222,6 +226,8 @@ static int32_t decompress_memory_block(uint8_t * buffer, int32_t comressed_size, return decomressed_size; } +#if !defined(BSC_DECOMPRESSION_ONLY) + static int compress_file(const char * input_file_name, const char * output_file_name, int32_t max_block_size, int32_t symbol_size) { clock_t start_time = clock(); @@ -305,6 +311,8 @@ static int compress_file(const char * input_file_name, const char * output_file_ return 0; } +#endif + static int decompress_file(const char * input_file_name, const char * output_file_name) { clock_t start_time = clock(); @@ -400,16 +408,20 @@ static int decompress_file(const char * input_file_name, const char * output_fil static int print_usage() { +#if !defined(BSC_DECOMPRESSION_ONLY) fprintf(stdout, "Usage: bsc-m03 input-file output-file \n"); fprintf(stdout, " -b Block size in bytes, default 128MB (memory usage is ~13x).\n"); fprintf(stdout, " -w<8|16> Symbol width in bits.\n"); +#else + fprintf(stdout, "Usage: bsc-m03 d input-file output-file\n"); +#endif return 0; } int main(int argc, const char * argv[]) { - fprintf(stdout, "bsc-m03 is experimental block sorting compressor. Version 0.3.0 (10 November 2022).\n"); + fprintf(stdout, "bsc-m03 is experimental block sorting compressor. Version 0.4.0 (20 November 2022).\n"); fprintf(stdout, "Copyright (c) 2021-2022 Ilya Grebnov . ABSOLUTELY NO WARRANTY.\n"); fprintf(stdout, "This program is based on (at least) the work of Michael Maniscalco (see AUTHORS).\n\n"); @@ -455,6 +467,7 @@ int main(int argc, const char * argv[]) switch (argv[1][0]) { +#if !defined(BSC_DECOMPRESSION_ONLY) case 'c': case 'C': case 'e': @@ -462,6 +475,7 @@ int main(int argc, const char * argv[]) { return compress_file(argv[2], argv[3], max_block_size, symbol_width / 8); } +#endif case 'd': case 'D': diff --git a/m03_model.h b/m03_model.h index 1156dc1..a328149 100644 --- a/m03_model.h +++ b/m03_model.h @@ -36,19 +36,14 @@ This file is a part of bsc-m03 project. #pragma warning( disable : 6385 ) #pragma warning( disable : 6386 ) -#define SYMBOL_HISTORY_MAX_DEPTH (16) +enum m03_mode { encoding, decoding }; -enum class m03_mode : int { encoding = 0, decoding = 1, }; - -class m03_model +template class m03_model { protected: - m03_mode mode; - - void initialize_model(RangeCoder * coder, m03_mode mode) + void initialize_model(RangeCoder * coder) { this->coder = coder; - this->mode = mode; this->memset_uint16(this->T1_model , 1, sizeof(this->T1_model)); @@ -227,254 +222,131 @@ class m03_model } } - int32_t predict(int32_t count, int32_t total, int32_t left_remaining, int32_t right_remaining, int32_t symbols_remaining, int32_t symbol, int32_t level, int32_t left_leaf, int32_t right_leaf) + int32_t predict(int32_t count, int32_t total, int32_t left_remaining, int32_t right_remaining, int32_t symbols_remaining, int32_t context) { - level = std::min(level, SYMBOL_HISTORY_MAX_DEPTH - 1); this->Symbol_history[symbol][level] = left_remaining == 0; + int32_t inferred_right = std::max(total - left_remaining, 0); total -= inferred_right; right_remaining -= inferred_right << 1; - int32_t inferred_right = std::max(total - left_remaining, 0); total -= inferred_right; + assert(left_remaining > 0); assert(right_remaining > 0); assert(total <= left_remaining); assert(left_remaining <= right_remaining); - if (total > 0) + if (total <= 3) { - right_remaining -= inferred_right << 1; + int32_t state = 0; + state += 1 * (context); + state += 16 * (std::min((int32_t)symbols_remaining - 2, 7)); + state += 128 * (std::min((int32_t)bit_scan_reverse(inferred_right + 1), 3)); + state += 512 * (left_remaining + right_remaining + inferred_right == symbols_remaining); + state += 1024 * (left_remaining == total); + state += 2048 * (((int64_t)left_remaining * 11) / ((int64_t)right_remaining)); + + if (total == 1) + { + ptrdiff_t bucket = m03_T1_model_state_table[state]; - assert(right_remaining > 0); assert(total <= left_remaining); assert(left_remaining <= right_remaining); + uint16_t * RESTRICT predictor = &this->T1_model[bucket][0]; + if (predictor[0] + predictor[1] > m03_T1_model_scale_table[bucket]) + { + predictor[0] = (predictor[0] + 1) >> 1; + predictor[1] = (predictor[1] + 1) >> 1; + } - int32_t pivot_history = - level > 1 ? this->Symbol_history[symbol][level - 1] | this->Symbol_history[symbol][level - 2] : - level > 0 ? this->Symbol_history[symbol][level - 1] : 0; + if (mode == m03_mode::encoding) + { + this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); + } + else + { + count = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; + this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); + } - if (total <= 3) + predictor[count]++; + } + else if (total == 2) { - int32_t state = 0; - state += 1 * (left_remaining + right_remaining + inferred_right == symbols_remaining); - state += 2 * (left_remaining == total); - state += 4 * (pivot_history); - state += 8 * (left_leaf); - state += 16 * (right_leaf); - state += 32 * (std::min((int32_t)bit_scan_reverse(inferred_right + 1), 3)); - state += 128 * (std::min((int32_t)symbols_remaining - 2, 7)); - state += 1024 * (((int64_t)left_remaining * 11) / ((int64_t)right_remaining)); - - if (total == 1) + int32_t pivot = (count == 0) | (count == 2); + { - state = m03_T1_model_state_table[state]; + ptrdiff_t bucket = m03_T2_model_m0_state_table[state]; - uint16_t * RESTRICT predictor = &this->T1_model[state][0]; - if (predictor[0] + predictor[1] > m03_T1_model_scale_table[state]) + uint16_t * RESTRICT predictor = &this->T2_model_m0[bucket][0]; + if (predictor[0] + predictor[1] > m03_T2_model_m0_scale_table[bucket]) { predictor[0] = (predictor[0] + 1) >> 1; predictor[1] = (predictor[1] + 1) >> 1; } - if (this->mode == m03_mode::encoding) + if (mode == m03_mode::encoding) { - this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); + this->coder->Encode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); } else { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - count = cum_freq >= predictor[0]; - this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); + pivot = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; + this->coder->Decode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); } - predictor[count]++; this->Symbol_history[symbol][level] = 1; + predictor[pivot]++; } - else if (total == 2) + + if (pivot) { - int32_t pivot = (count == 0) | (count == 2); + count = count > 0; { - ptrdiff_t bucket = m03_T2_model_m0_state_table[state]; + ptrdiff_t bucket = m03_T2_model_m1_state_table[state]; - uint16_t * RESTRICT predictor = &this->T2_model_m0[bucket][0]; - if (predictor[0] + predictor[1] > m03_T2_model_m0_scale_table[bucket]) + uint16_t * RESTRICT predictor = &this->T2_model_m1[bucket][0]; + if (predictor[0] + predictor[1] > m03_T2_model_m1_scale_table[bucket]) { predictor[0] = (predictor[0] + 1) >> 1; predictor[1] = (predictor[1] + 1) >> 1; } - if (this->mode == m03_mode::encoding) + if (mode == m03_mode::encoding) { - this->coder->Encode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); + this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); } else { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - pivot = cum_freq >= predictor[0]; - this->coder->Decode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); + count = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; + this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); } - predictor[pivot]++; this->Symbol_history[symbol][level] = pivot; + predictor[count]++; } - if (pivot) - { - count = count > 0; - - { - ptrdiff_t bucket = m03_T2_model_m1_state_table[state]; - - uint16_t * RESTRICT predictor = &this->T2_model_m1[bucket][0]; - if (predictor[0] + predictor[1] > m03_T2_model_m1_scale_table[bucket]) - { - predictor[0] = (predictor[0] + 1) >> 1; - predictor[1] = (predictor[1] + 1) >> 1; - } - - if (this->mode == m03_mode::encoding) - { - this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); - } - else - { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - count = cum_freq >= predictor[0]; - this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); - } - - predictor[count]++; - } - - count = count ? total : count; - } - else - { - count = 1; - } + count = count ? total : count; } else { - int32_t pivot = (count == 0) | (count == 3); - - { - ptrdiff_t bucket = m03_T3_model_m0_state_table[state]; - - uint16_t * RESTRICT predictor = &this->T3_model_m0[bucket][0]; - if (predictor[0] + predictor[1] > m03_T3_model_m0_scale_table[bucket]) - { - predictor[0] = (predictor[0] + 1) >> 1; - predictor[1] = (predictor[1] + 1) >> 1; - } - - if (this->mode == m03_mode::encoding) - { - this->coder->Encode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); - } - else - { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - pivot = cum_freq >= predictor[0]; - this->coder->Decode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); - } - - predictor[pivot]++; this->Symbol_history[symbol][level] = pivot; - } - - if (pivot) - { - count = count > 0; - - { - ptrdiff_t bucket = m03_T3_model_m1_state_table[state]; - - uint16_t * RESTRICT predictor = &this->T3_model_m1[bucket][0]; - if (predictor[0] + predictor[1] > m03_T3_model_m1_scale_table[bucket]) - { - predictor[0] = (predictor[0] + 1) >> 1; - predictor[1] = (predictor[1] + 1) >> 1; - } - - if (this->mode == m03_mode::encoding) - { - this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); - } - else - { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - count = cum_freq >= predictor[0]; - this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); - } - - predictor[count]++; - } - - count = count ? total : count; - } - else - { - count = count - 1; - - { - ptrdiff_t bucket = m03_T3_model_m2_state_table[state]; - - uint16_t * RESTRICT predictor = &this->T3_model_m2[bucket][0]; - if (predictor[0] + predictor[1] > m03_T3_model_m2_scale_table[bucket]) - { - predictor[0] = (predictor[0] + 1) >> 1; - predictor[1] = (predictor[1] + 1) >> 1; - } - - if (this->mode == m03_mode::encoding) - { - this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); - } - else - { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - count = cum_freq >= predictor[0]; - this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); - } - - predictor[count]++; - } - - count = count + 1; - } + count = 1; } } else { - int32_t state = 0; - state += 1 * (std::min((int32_t)bit_scan_reverse(symbols_remaining - 1), 3)); - state += 4 * (inferred_right > 0); - state += 8 * (left_remaining == total); - state += 16 * (left_leaf); - state += 32 * (right_leaf); - state += 64 * (pivot_history); - state += 128 * (std::min((int32_t)bit_scan_reverse(total - 3), 7)); - state += 1024 * (((int64_t)left_remaining * 11) / ((int64_t)right_remaining)); - - int32_t pivot = (count == 0) | (count == total); + int32_t pivot = (count == 0) | (count == 3); { - ptrdiff_t bucket = m03_Tx_model_m0_state_table[state]; + ptrdiff_t bucket = m03_T3_model_m0_state_table[state]; - uint16_t * RESTRICT predictor = &this->Tx_model_m0[bucket][0]; - if (predictor[0] + predictor[1] > m03_Tx_model_m0_scale_table[bucket]) + uint16_t * RESTRICT predictor = &this->T3_model_m0[bucket][0]; + if (predictor[0] + predictor[1] > m03_T3_model_m0_scale_table[bucket]) { predictor[0] = (predictor[0] + 1) >> 1; predictor[1] = (predictor[1] + 1) >> 1; } - if (this->mode == m03_mode::encoding) + if (mode == m03_mode::encoding) { this->coder->Encode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); } else { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - pivot = cum_freq >= predictor[0]; + pivot = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; this->coder->Decode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); } - predictor[pivot]++; this->Symbol_history[symbol][level] = pivot; + predictor[pivot]++; } if (pivot) @@ -482,24 +354,22 @@ class m03_model count = count > 0; { - ptrdiff_t bucket = m03_Tx_model_m1_state_table[state]; + ptrdiff_t bucket = m03_T3_model_m1_state_table[state]; - uint16_t * RESTRICT predictor = &this->Tx_model_m1[bucket][0]; - if (predictor[0] + predictor[1] > m03_Tx_model_m1_scale_table[bucket]) + uint16_t * RESTRICT predictor = &this->T3_model_m1[bucket][0]; + if (predictor[0] + predictor[1] > m03_T3_model_m1_scale_table[bucket]) { predictor[0] = (predictor[0] + 1) >> 1; predictor[1] = (predictor[1] + 1) >> 1; } - if (this->mode == m03_mode::encoding) + if (mode == m03_mode::encoding) { this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); } else { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - count = cum_freq >= predictor[0]; + count = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); } @@ -510,53 +380,142 @@ class m03_model } else { - state = 0; - state += 1 * (std::min((int32_t)bit_scan_reverse(symbols_remaining - 1), 3)); - state += 4 * (inferred_right >= total); - state += 8 * (left_leaf); - state += 16 * (pivot_history); - state += 32 * (std::min(total - 4, 15)); - state += 512 * (((int64_t)left_remaining * 7) / ((int64_t)right_remaining)); - - int32_t min = 1, max = total - 1, context = 1; - while (min != max && context < 16) + count = count - 1; + { - ptrdiff_t bucket = m03_Tx_model_m2_state_table[state * 16 + context]; + ptrdiff_t bucket = m03_T3_model_m2_state_table[state]; - uint16_t * RESTRICT predictor = &this->Tx_model_m2[bucket][0]; - if (predictor[0] + predictor[1] > m03_Tx_model_m2_scale_table[bucket]) + uint16_t * RESTRICT predictor = &this->T3_model_m2[bucket][0]; + if (predictor[0] + predictor[1] > m03_T3_model_m2_scale_table[bucket]) { predictor[0] = (predictor[0] + 1) >> 1; predictor[1] = (predictor[1] + 1) >> 1; } - int32_t median = min + ((max - min + 1) >> 1), bit = count >= median; - - if (this->mode == m03_mode::encoding) + if (mode == m03_mode::encoding) { - this->coder->Encode(bit ? predictor[0] : 0, predictor[bit], predictor[0] + predictor[1]); + this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); } else { - unsigned int cum_freq = this->coder->GetCumFreq(predictor[0] + predictor[1]); - - bit = cum_freq >= predictor[0]; - this->coder->Decode(bit ? predictor[0] : 0, predictor[bit], predictor[0] + predictor[1]); + count = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; + this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); } - predictor[bit]++; context += context + bit; min = bit ? median : min; max = bit ? max : median - 1; + predictor[count]++; + } + + count = count + 1; + } + } + } + else + { + int32_t state = 0; + state += 1 * (std::min((int32_t)bit_scan_reverse(total - 3), 7)); + state += 8 * (context); + state += 128 * (std::min((int32_t)bit_scan_reverse(symbols_remaining - 1), 3)); + state += 512 * (left_remaining == total); + state += 1024 * (inferred_right > 0); + state += 2048 * (((int64_t)left_remaining * 11) / ((int64_t)right_remaining)); + + int32_t pivot = (count == 0) | (count == total); + + { + ptrdiff_t bucket = m03_Tx_model_m0_state_table[state]; + + uint16_t * RESTRICT predictor = &this->Tx_model_m0[bucket][0]; + if (predictor[0] + predictor[1] > m03_Tx_model_m0_scale_table[bucket]) + { + predictor[0] = (predictor[0] + 1) >> 1; + predictor[1] = (predictor[1] + 1) >> 1; + } + + if (mode == m03_mode::encoding) + { + this->coder->Encode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); + } + else + { + pivot = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; + this->coder->Decode(pivot ? predictor[0] : 0, predictor[pivot], predictor[0] + predictor[1]); + } + + predictor[pivot]++; + } + + if (pivot) + { + count = count > 0; + + { + ptrdiff_t bucket = m03_Tx_model_m1_state_table[state]; + + uint16_t * RESTRICT predictor = &this->Tx_model_m1[bucket][0]; + if (predictor[0] + predictor[1] > m03_Tx_model_m1_scale_table[bucket]) + { + predictor[0] = (predictor[0] + 1) >> 1; + predictor[1] = (predictor[1] + 1) >> 1; + } + + if (mode == m03_mode::encoding) + { + this->coder->Encode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); + } + else + { + count = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; + this->coder->Decode(count ? predictor[0] : 0, predictor[count], predictor[0] + predictor[1]); } - count = this->mode == m03_mode::encoding - ? this->coder->EncodeValue(min, count, max) - : this->coder->DecodeValue(min, max); + predictor[count]++; } + + count = count ? total : count; } + else + { + state = 0; + state += 1 * (std::min(total - 4, 15)); + state += 16 * (context & 3); + state += 64 * (((int64_t)left_remaining * 7) / ((int64_t)right_remaining)); + state += 512 * (std::min((int32_t)bit_scan_reverse(symbols_remaining - 1), 3)); + state += 2048 * (inferred_right >= total); + + int32_t min = 1, max = total - 1; context = 1; + while (min != max && context < 16) + { + ptrdiff_t bucket = m03_Tx_model_m2_state_table[state * 16 + context]; - return count; + uint16_t * RESTRICT predictor = &this->Tx_model_m2[bucket][0]; + if (predictor[0] + predictor[1] > m03_Tx_model_m2_scale_table[bucket]) + { + predictor[0] = (predictor[0] + 1) >> 1; + predictor[1] = (predictor[1] + 1) >> 1; + } + + int32_t median = min + ((max - min + 1) >> 1), bit = count >= median; + + if (mode == m03_mode::encoding) + { + this->coder->Encode(bit ? predictor[0] : 0, predictor[bit], predictor[0] + predictor[1]); + } + else + { + bit = this->coder->GetCumFreq(predictor[0] + predictor[1]) >= predictor[0]; + this->coder->Decode(bit ? predictor[0] : 0, predictor[bit], predictor[0] + predictor[1]); + } + + predictor[bit]++; context += context + bit; min = bit ? median : min; max = bit ? max : median - 1; + } + + count = mode == m03_mode::encoding + ? this->coder->EncodeValue(min, count, max) + : this->coder->DecodeValue(min, max); + } } - return 0; + return count; } private: @@ -575,8 +534,6 @@ class m03_model uint16_t Tx_model_m1[80][2]; uint16_t Tx_model_m2[256][2]; - uint8_t Symbol_history[MAX_ALPHABET_SIZE][SYMBOL_HISTORY_MAX_DEPTH]; - void memset_uint16(void * RESTRICT dst, uint16_t v, size_t size) { for (size_t i = 0; i < size / 2; ++i) { ((uint16_t *)dst)[i] = v; } diff --git a/m03_parser.h b/m03_parser.h index 84a7047..087fcaa 100644 --- a/m03_parser.h +++ b/m03_parser.h @@ -36,7 +36,8 @@ This file is a part of bsc-m03 project. #include "m03_model.h" #define OPTIMAL_ABT_SMALL_THRESHOLD (7) -#define OPTIMAL_ABT_LARGE_THRESHOLD (257) +#define OPTIMAL_ABT_LARGE_THRESHOLD (256) +#define MAX_SYMBOL_PIVOTS (64) #pragma warning( push ) #pragma warning( disable : 6385 ) @@ -83,12 +84,12 @@ typedef struct offset_queue } offset_queue; -template -class m03_parser: m03_model +template +class m03_parser: m03_model { public: - bool initialize(symbol_t * L, int32_t n, int32_t primary_index, int32_t * root_frequencies, int32_t k, RangeCoder * coder, m03_mode mode) + bool initialize(symbol_t * L, int32_t n, int32_t primary_index, int32_t * root_frequencies, int32_t k, RangeCoder * coder) { memset(this, 0, sizeof(m03_parser)); @@ -122,7 +123,9 @@ class m03_parser: m03_model return false; } - this->initialize_model(coder, mode); + memset(this->contexts, 0, n * sizeof(symbol_context)); + + this->initialize_model(coder); this->initialize_alphabetic_tree_roots(); return true; @@ -130,7 +133,7 @@ class m03_parser: m03_model void run() { - if (this->mode == m03_mode::encoding) + if (mode == m03_mode::encoding) { this->encode_root_frequencies(this->root_frequencies, this->k, this->n - 1); this->initialize_root_context(this->root_frequencies); @@ -188,9 +191,10 @@ class m03_parser: m03_model offset_queue next_segments; void * hutucker_tmp; - int32_t parent_frequencies [MAX_ALPHABET_SIZE + 1]; - int32_t left_frequencies [MAX_ALPHABET_SIZE + 1]; - symbol_context left_contexts [MAX_ALPHABET_SIZE + 1]; + int32_t parent_frequencies [MAX_ALPHABET_SIZE]; + int32_t left_frequencies [MAX_ALPHABET_SIZE]; + symbol_context left_contexts [MAX_ALPHABET_SIZE]; + uint8_t symbol_pivots [MAX_ALPHABET_SIZE][MAX_SYMBOL_PIVOTS]; int32_t alphabetic_tree_keys[OPTIMAL_ABT_LARGE_THRESHOLD]; int32_t alphabetic_tree_weight[OPTIMAL_ABT_LARGE_THRESHOLD]; @@ -253,7 +257,7 @@ class m03_parser: m03_model else { m03_parser::populate_context_frequencies(&this->contexts[context_start], &this->contexts[this->primary_index], &this->parent_frequencies[0]); - this->split_context_recursive(&this->current_segments.offsets[segment_start], &this->current_segments.offsets[segment_end], 0); + this->split_context_recursive(&this->current_segments.offsets[segment_start], &this->current_segments.offsets[segment_end], 2); } segment_start = segment_end; @@ -460,6 +464,8 @@ class m03_parser: m03_model void split_context_by_pivot(int32_t parent_context_offset, int32_t right_context_offset, int32_t level, int32_t left_leaf, int32_t right_leaf) { + level = std::min(level, MAX_SYMBOL_PIVOTS - 1); + symbol_context * parent_context = &this->contexts[parent_context_offset]; int32_t parent_interval_size = parent_context[0].count; int32_t parent_unique_symbols = 1; @@ -472,7 +478,7 @@ class m03_parser: m03_model int32_t right_interval_size = parent_interval_size - left_interval_size; int32_t right_unique_symbols = 0; - if (this->mode == m03_mode::encoding) + if (mode == m03_mode::encoding) { if (left_interval_size <= right_interval_size) { @@ -539,28 +545,53 @@ class m03_parser: m03_model for (int32_t parent_symbol_index = 0; parent_symbol_index < parent_unique_symbols; ++parent_symbol_index) { symbol_t symbol = parent_context[parent_symbol_index].symbol; + int32_t offset = parent_context[parent_symbol_index].offset; int32_t total = parent_context[parent_symbol_index].count; - int32_t count = left_frequencies[symbol]; - - if (total <= left_remaining + right_remaining - total) + int32_t count = mode == m03_mode::encoding ? left_frequencies[symbol] : 0; + + if ((left_remaining > 0) && (right_remaining > 0) && (left_remaining + right_remaining > total)) { - count = left_remaining <= right_remaining - ? this->predict( count, total, left_remaining , right_remaining, parent_unique_symbols - parent_symbol_index, symbol, level, left_leaf, right_leaf) - : total - this->predict(total - count, total, right_remaining, left_remaining , parent_unique_symbols - parent_symbol_index, symbol, level, right_leaf, left_leaf); + int32_t context = this->symbol_pivots[symbol][level - 2] | this->symbol_pivots[symbol][level - 1]; + int32_t simple = (total > 1) && (this->contexts[offset].count == total) && (this->contexts[offset + 1].count == 0); + + if (parent_symbol_index == parent_unique_symbols - 2) + { + symbol_t symbol1 = parent_context[parent_symbol_index + 1].symbol; + int32_t offset1 = parent_context[parent_symbol_index + 1].offset; + int32_t total1 = parent_context[parent_symbol_index + 1].count; + + context |= this->symbol_pivots[symbol1][level - 2] | this->symbol_pivots[symbol1][level - 1]; + simple |= (total1 > 1) && (this->contexts[offset1].count == total1) && (this->contexts[offset1 + 1].count == 0); + } + + context += 8 * simple; + + if (total <= left_remaining + right_remaining - total) + { + count = left_remaining <= right_remaining + ? this->predict( count, total, left_remaining , right_remaining, parent_unique_symbols - parent_symbol_index, context + 2 * left_leaf + 4 * right_leaf) + : total - this->predict(total - count, total, right_remaining, left_remaining , parent_unique_symbols - parent_symbol_index, context + 2 * right_leaf + 4 * left_leaf); + } + else + { + total = left_remaining + right_remaining - total; + count = left_remaining - count; + + count = left_remaining <= right_remaining + ? this->predict( count, total, left_remaining , right_remaining, parent_unique_symbols - parent_symbol_index, context + 2 * right_leaf + 4 * left_leaf) + : total - this->predict(total - count, total, right_remaining, left_remaining , parent_unique_symbols - parent_symbol_index, context + 2 * left_leaf + 4 * right_leaf); + + count = left_remaining - count; + total = left_remaining + right_remaining - total; + } } else { - total = left_remaining + right_remaining - total; - count = left_remaining - count; - - count = left_remaining <= right_remaining - ? this->predict( count, total, left_remaining , right_remaining, parent_unique_symbols - parent_symbol_index, symbol, level, right_leaf, left_leaf) - : total - this->predict(total - count, total, right_remaining, left_remaining , parent_unique_symbols - parent_symbol_index, symbol, level, left_leaf, right_leaf); - - count = left_remaining - count; - total = left_remaining + right_remaining - total; + count = std::min(left_remaining, total); } + this->symbol_pivots[symbol][level] = (count == 0) | (count == total); + left_remaining = left_remaining - count; right_remaining = right_remaining + count - total; diff --git a/m03_tables.h b/m03_tables.h index 4e3f821..a386c47 100644 --- a/m03_tables.h +++ b/m03_tables.h @@ -23,155 +23,81 @@ This file is a part of bsc-m03 project. static const unsigned char m03_T1_model_state_table[] = { - 102, 0,127, 0, 74, 0, 33, 0,121, 0,102, 0,109, 0, 74, 0, 75, 0, 65, 0, 75, 0, 65, 0, 77, 0, 65, 0, 77, 0, 65, 0, - 0, 0, 76, 0, 0, 0, 97, 0, 0, 0, 75, 0, 0, 0, 74, 0, 0, 0, 97, 0, 0, 0,102, 0, 0, 0,126, 0, 0, 0,126, 0, - 0, 0, 94, 0, 0, 0, 88, 0, 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+ 77, 77, 47, 77,117, 81, 77, 77, 0, 0, 0, 0, 0, 0, 0, 0, 47, 47, 57, 81, 0, 81, 0, 81, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 6, 0, 0, 0, 6, 0, 0, 0, 31, 0, 0, 0, 31, 0, 0, 0, 71, 0, 0, 0, 71, 0, 0, 0, 71, 0, 0, 0, 71, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, @@ -307,59 +243,64 @@ static const unsigned char m03_T1_model_state_table[] = 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 6, 0, 0, 0, 6, 0, 0, 0, 31, 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0, - 7, 0, 0, 0, 24, 0, 0, 0,108, 0, 0, 0, 99, 0, 0, 0, 95, 0, 0, 0, 95, 0, 0, 0,107, 0, 0, 0, 49, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, @@ -371,395 +312,3958 @@ static const unsigned char m03_T1_model_state_table[] = 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 24, 0, 0, 0, 24, 0, 0, 0, 16, 0, 0, 0, 21, 0, 0, 0, 24, 0, 0, 0, 21, 0, 0, 0, 24, 0, 0, 0, 21, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,120, 23, 68,123, 22, 48,127,125, 31, 56,100, 0, 14, 2, 76,119, +}; + +static const unsigned short m03_T1_model_scale_table[] = +{ + 143, 841, 512, 709, 2556, 2079, 6837, 3522, 3794, 7311,10079, 3616, 181, 1228, 1799, 1264, + 1307, 353, 1303, 2070,18596, 618, 171, 754, 6319, 5101, 212, 502, 1226, 3309, 1043, 461, + 2087, 2639, 2854, 2324, 1619, 1106, 955, 1744, 522, 1645, 1806, 592, 2724, 2302, 2107, 481, + 410, 512, 143, 2064, 1344, 1322, 448,15763, 373, 619, 687, 177, 3902, 5028, 950, 813, + 338, 85, 1097, 576, 217, 4282, 1018, 873, 3319, 227, 756, 257, 738, 1118, 512, 224, + 1552, 965, 901, 2759, 477, 625, 1361, 583, 619, 79, 508, 210, 167, 338, 277, 585, + 873, 916, 2180, 1269, 323, 121, 142, 293, 512, 81, 293, 791, 511, 742, 588, 481, + 1165, 81, 207, 683, 81, 612, 2215, 233, 745, 560, 295, 225, 438, 650, 253, 83, +}; + +static const unsigned char m03_T2_model_m0_state_table[] = +{ + 23, 0, 43, 38, 44, 34, 34, 34, 34, 44, 34, 38, 34, 41, 34, 41, 23, 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-static const unsigned short m03_T1_model_scale_table[] = +static const unsigned short m03_T3_model_m1_scale_table[] = { - 131, 749, 617, 764,10926, 225, 2904, 5945, 3595, 5886, 5598,10076, 6013, 143, 1205, 1954, - 1201, 1315, 2235, 1685, 773, 9245, 575, 827,13146, 1242, 1181, 548, 463, 2705, 3052,10786, - 2516, 115, 2474, 2870, 1841, 468, 1091, 826, 1643,13088, 1408, 639, 2822, 3023, 1670, 573, - 1927, 1100, 575, 4366, 2041, 1030, 358, 825, 701, 176, 841, 5617, 1660, 865, 2447, 1747, - 324, 75, 775, 1443, 922, 2279, 304, 2852, 745, 827, 237, 177, 306, 275, 251, 796, - 2176, 1018, 411, 991, 403, 1840, 1658, 468, 884, 344, 870, 239, 503, 594, 482, 265, - 2065, 356, 394, 643, 193, 502, 117, 109, 323, 95, 424, 1111, 476, 1264, 496, 764, - 191, 212, 1469, 575, 266, 314, 59, 497, 384, 610, 60, 360, 212, 67, 212, 108, + 248, 6341, 6904, 1822, 561, 339, 241, 263, 1, 283, 258, 493, 512, 200, 377, 1014, + 1185, 370, 160, 70, 67, 123, 493, 389, 550, 256, 66, 44, 658, 160, 157, 386, + 485, 2074, 152, 275, 87, 44, 160, 259, 53, 587, 37, 63, 494, 171, 29, 59, + 92, 161, 19, 200, 51, 628, 123, 49, 84, 258, 324, 110, 203, 1093, 680, 9, }; -static const unsigned char m03_T2_model_m0_state_table[] = +static const unsigned char m03_T3_model_m2_state_table[] = { - 32, 0, 32, 0, 0, 0, 34, 0, 35, 0, 35, 0, 40, 0, 35, 0, 32, 0, 38, 0, 35, 0, 35, 0, 35, 0, 35, 0, 35, 0, 35, 0, - 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 21, 0, 0, 0, 25, 0, 0, 0, 32, 0, 0, 0, 28, 0, 0, 0, 35, 0, - 0, 0, 14, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 28, 0, 0, 0, 38, 0, - 0, 0, 0, 0, 0, 0, 33, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 38, 0, - 32, 0, 28, 0, 28, 0, 32, 0, 35, 0, 35, 0, 35, 0, 0, 0, 32, 0, 32, 0, 35, 0, 38, 0, 35, 0, 35, 0, 35, 0, 35, 0, - 0, 0, 28, 0, 0, 0, 0, 0, 0, 0, 34, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 28, 0, 0, 0, 34, 0, 0, 0, 35, 0, - 0, 0, 16, 0, 0, 0, 35, 0, 0, 0, 32, 0, 0, 0, 0, 0, 0, 0, 19, 0, 0, 0, 19, 0, 0, 0, 32, 0, 0, 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-static const unsigned short m03_T2_model_m0_scale_table[] = -{ - 195, 676, 368, 437, 165, 63, 339, 132, 620, 252, 333, 84, 479, 152, 498, 79, - 254, 268, 203, 476, 402, 207, 319, 533, 153, 385, 208, 429, 483, 326, 490, 166, - 444, 126, 355, 462, 307, 86, 225, 95, 71, 19, 225, 36, 90, 31, 193, 139, -}; - -static const unsigned char m03_T2_model_m1_state_table[] = -{ - 58, 0, 58, 0, 58, 0, 58, 0, 70, 0, 58, 0, 35, 0, 57, 0, 58, 0, 57, 0, 67, 0, 57, 0, 73, 0, 57, 0, 73, 0, 57, 0, - 0, 0, 58, 0, 0, 0, 42, 0, 0, 0, 58, 0, 0, 0, 65, 0, 0, 0, 58, 0, 0, 0, 73, 0, 0, 0, 66, 0, 0, 0, 66, 0, - 0, 0, 58, 0, 0, 0, 67, 0, 0, 0, 66, 0, 0, 0, 0, 0, 0, 0, 66, 0, 0, 0, 73, 0, 0, 0, 66, 0, 0, 0, 63, 0, - 0, 0, 24, 0, 0, 0, 49, 0, 0, 0, 65, 0, 0, 0, 60, 0, 0, 0, 65, 0, 0, 0, 73, 0, 0, 0, 65, 0, 0, 0, 43, 0, - 60, 0, 42, 0, 24, 0, 58, 0, 70, 0, 58, 0, 15, 0, 79, 0, 58, 0, 58, 0, 58, 0, 58, 0, 73, 0, 58, 0, 73, 0, 58, 0, - 0, 0, 16, 0, 0, 0, 75, 0, 0, 0, 63, 0, 0, 0, 21, 0, 0, 0, 70, 0, 0, 0, 70, 0, 0, 0, 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0, 0, 8, 0, 0, 0, 1, 0, 0, 0, 8, 0, 0, 0, 1, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 30, 0, 0, 0, 2, 0, 0, 0, 8, 0, 0, 0, 38, 0, - 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 0, 0, 0, 0, 32, 0, 0, 0, 5, 0, 0, 0, 31, 0, 0, 0, 0, 0, 0, 0, 0, 0, }; -static const unsigned short m03_T3_model_m0_scale_table[] = +static const unsigned short m03_T3_model_m2_scale_table[] = { - 175, 361, 263, 192, 202, 264, 71, 263, 149, 115, 57, 243, 237, 77, 277, 157, - 273, 163, 59, 201, 202, 326, 59, 218, 205, 132, 301, 190, 219, 635, 163, 163, - 113, 360, 170, 171, 224, 222, 354, 157, 187, 58, 268, 57, 81, 34, 198, 144, + 421,16684,22172, 5243, 3547, 2080, 711, 716, 1197,10429, 443, 396, 206, 612, 431, 2241, + 166, 128, 271, 549, 550, 381, 1246, 70, 428, 253, 479, 114, 491, 259,32000,32000, }; -static const unsigned char m03_T3_model_m1_state_table[] = +static const unsigned char 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15, 29, 0, 17, 0, 45, 0, 0, 54, 61, 49, 9, 0, 0, 61, 0, 61, 0, 4, 20, 29, 0, 45, 21, 28, 0, 32, 48, 0, + 48, 0, 0, 39, 0, 0, 36, 3, 24, 56, 45, 0, 42, 0, 0, 0, 0, 0, 25, 60, 4, 0, 32, 33, 45, 56, 42, 45, 56, 63, 0, 0, + 54, 0, 2, 15, 5, 6, 6, 6, 18, 37, 52, 60, 35, 40, 9, 15, 10, 0, 29, 15, 15, 53, 53, 6, 0, 56, 0, 0, 0, 0, 0, 25, + 0, 0, 29, 29, 15, 15, 5, 6, 22, 26, 18, 54, 41, 0, 54, 22, 18, 0, 35, 35, 15, 35, 6, 9, 0, 0, 0, 0, 0, 0, 33, 20, + 51, 45, 20, 0, 0, 0, 0, 0, 17, 63, 0, 54, 0, 0, 0, 38, 52, 25, 0, 0, 54, 0, 1, 14, 0, 56, 45, 0, 0, 3, 0, 0, + 24, 0, 0, 0, 0, 36, 0, 35, 25, 26, 45, 56, 0, 21, 1, 0, 0, 0, 0, 0, 0, 17, 50, 0, 42, 24, 0, 26, 49, 34, 51, 0, }; -static const unsigned short m03_T3_model_m1_scale_table[] = +static const unsigned short m03_Tx_model_m0_scale_table[] = { - 146, 5988, 8766, 1635, 945, 416, 357, 243, 1723, 199, 94, 244, 278, 420, 455, 420, - 97, 205, 150, 955, 65, 214, 252, 446, 201, 717, 786, 95, 148, 38, 685, 349, - 165, 1081, 41, 93, 55, 86, 27, 273, 2276, 136, 57, 115, 61, 504, 1055, 400, - 275, 1722, 130, 191, 13, 768, 32, 56,17460,23635, 1003, 376, 89, 8333, 3175, 78, + 61, 129, 141, 231, 206, 293, 483, 220, 116, 43, 127, 169, 173, 175, 208, 255, + 141, 93, 81, 124, 81, 133, 105, 106, 107, 183, 143, 167, 177, 63, 113, 53, + 29, 113, 137, 243, 19, 145, 204, 57, 490, 29, 165, 52, 115, 67, 188, 114, + 73, 87, 74, 96, 129, 61, 71, 86, 79, 147, 124, 127, 214, 73, 19, 85, }; -static const unsigned char m03_T3_model_m2_state_table[] = +static const unsigned char m03_Tx_model_m1_state_table[] = { - 0, 0, 16, 0, 0, 0, 26, 0, 10, 0, 31, 0, 31, 0, 0, 0, 16, 0, 16, 0, 31, 0, 0, 0, 14, 0, 31, 0, 14, 0, 31, 0, - 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 19, 0, 0, 0, 14, 0, - 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 27, 0, 0, 0, 21, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 19, 0, 0, 0, 29, 0, - 0, 0, 0, 0, 0, 0, 20, 0, 0, 0, 11, 0, 0, 0, 30, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 12, 0, 21, 0, 0, 0, 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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 30, 0, 0, 0, 22, 0, 0, 0, 26, 0, 0, 0, 6, 0, - 0, 0, 0, 0, 0, 0, 31, 0, 0, 0, 26, 0, 0, 0, 17, 0, 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 0, 0, 0, -}; - -static const unsigned short m03_T3_model_m2_scale_table[] = -{ - 472,20762,24765, 7318, 5757, 1556, 689, 518, 1234,11325, 372, 350, 711, 192, 239, 5770, - 375, 247, 2701, 396, 244, 4087, 122, 1641, 1171, 576, 612, 186, 99, 94, 68, 185, -}; - -static const unsigned char m03_Tx_model_m0_state_table[] = -{ - 50, 50, 60, 18, 0, 0, 0, 0, 50, 60, 62, 62, 40, 40, 19, 19, 27, 50, 27, 27, 0, 0, 0, 0, 27, 27, 27, 19, 50, 50, 15, 19, - 50, 50, 50, 27, 0, 0, 0, 0, 27, 50, 60, 62, 38, 50, 19, 19, 27, 27, 50, 27, 0, 0, 0, 0, 27, 27, 62, 62, 60, 50, 25, 19, - 50, 50, 49, 27, 0, 0, 0, 0, 0, 50, 62, 27, 14, 43, 0, 62, 62, 27, 27, 62, 0, 0, 0, 0, 49, 27, 27, 62, 27, 50, 62, 62, - 27, 27, 27, 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35, 10, 1, 1, 0, 0, 0, 0, 0, 0, 61, 0, 10, 0, 13, 55, - 10, 35, 12, 1, 0, 0, 0, 0, 42, 0, 61, 12, 12, 0, 12, 61, 12, 12, 13, 3, 0, 0, 0, 0, 58, 0, 0, 0, 35, 0, 61, 35, - 0, 0, 23, 9, 0, 0, 0, 0, 14, 0, 63, 13, 0, 0, 0, 0, 51, 36, 0, 43, 0, 0, 0, 0, 49, 0, 25, 27, 38, 0, 0, 0, - 25, 38, 44, 0, 0, 0, 0, 0, 27, 0, 0, 27, 0, 0, 59, 19, 59, 0, 0, 28, 0, 0, 0, 0, 49, 0, 57, 0, 44, 0, 0, 59, - 13, 13, 3, 3, 0, 0, 0, 0, 12, 0, 6, 6, 13, 0, 13, 1, 12, 13, 13, 3, 0, 0, 0, 0, 42, 0, 56, 61, 35, 0, 56, 45, - 35, 55, 13, 1, 0, 0, 0, 0, 42, 0, 45, 61, 12, 0, 1, 1, 12, 12, 13, 3, 0, 0, 0, 0, 58, 0, 45, 63, 35, 0, 1, 13, - 31, 22, 33, 9, 0, 0, 0, 0, 58, 0, 63, 2, 0, 0, 0, 0, 0, 0, 0, 44, 0, 0, 0, 0, 49, 0, 0, 22, 0, 0, 10, 0, - 38, 0, 0, 0, 0, 0, 0, 0, 49, 0, 58, 53, 0, 0, 0, 36, 0, 20, 29, 0, 0, 0, 0, 0, 27, 0, 50, 7, 0, 0, 0, 0, - 13, 13, 5, 5, 0, 0, 0, 0, 12, 0, 45, 6, 45, 0, 5, 5, 35, 45, 45, 1, 0, 0, 0, 0, 0, 0, 45, 2, 13, 0, 45, 45, - 35, 45, 3, 45, 0, 0, 0, 0, 58, 0, 12, 0, 13, 0, 45, 56, 45, 1, 45, 5, 0, 0, 0, 0, 58, 0, 39, 13, 13, 0, 45, 45, - 0, 0, 0, 33, 0, 0, 0, 0, 49, 0, 5, 5, 0, 0, 0, 0, 57, 23, 0, 0, 0, 0, 0, 0, 49, 0, 62, 40, 59, 0, 0, 0, - 0, 0, 0, 44, 0, 0, 0, 0, 27, 0, 0, 9, 0, 0, 0, 0, 0, 25, 13, 52, 0, 0, 0, 0, 49, 0, 0, 59, 0, 0, 59, 29, - 45, 13, 5, 5, 0, 0, 0, 0, 55, 0, 6, 6, 45, 0, 5, 5, 56, 45, 56, 45, 0, 0, 0, 0, 0, 0, 0, 56, 45, 0, 45, 45, - 56, 5, 45, 45, 0, 0, 0, 0, 0, 0, 0, 0, 45, 0, 45, 63, 45, 45, 5, 45, 0, 0, 0, 0, 58, 0, 26, 1, 45, 0, 6, 45, - 0, 60, 0, 33, 0, 0, 0, 0, 27, 0, 56, 12, 33, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 5, 14, 0, 0, 0, 3, - 0, 59, 22, 0, 0, 0, 0, 0, 27, 0, 36, 0, 0, 0, 0, 8, 38, 47, 59, 26, 0, 0, 0, 0, 49, 0, 18, 52, 47, 0, 49, 38, - 6, 6, 6, 6, 0, 0, 0, 0, 55, 0, 3, 6, 6, 0, 6, 6, 35, 0, 45, 45, 0, 0, 0, 0, 58, 0, 56, 10, 0, 0, 6, 56, - 61, 35, 6, 45, 0, 0, 0, 0, 20, 0, 5, 3, 6, 0, 5, 45, 6, 45, 6, 6, 0, 0, 0, 0, 49, 0, 1, 12, 12, 0, 10, 1, - 12, 7, 34, 41, 0, 0, 0, 0, 15, 0, 0, 5, 6, 0, 56, 0, 4, 62, 1, 0, 0, 0, 0, 0, 62, 0, 2, 22, 13, 0, 24, 13, - 10, 1, 13, 4, 0, 0, 0, 0, 27, 0, 0, 17, 9, 0, 12, 25, 0, 63, 22, 54, 0, 0, 0, 0, 27, 0, 2, 42, 0, 0, 18, 60, - 6, 0, 6, 6, 0, 0, 0, 0, 0, 0, 39, 61, 45, 0, 6, 45, 5, 0, 56, 45, 0, 0, 0, 0, 49, 0, 20, 5, 45, 0, 6, 6, - 2, 0, 6, 5, 0, 0, 0, 0, 27, 0, 4, 3, 55, 0, 0, 45, 6, 48, 45, 6, 0, 0, 0, 0, 27, 0, 0, 44, 13, 0, 12, 6, - 18, 40, 2, 1, 0, 0, 0, 0, 62, 0, 0, 0, 5, 0, 45, 0, 56, 22, 55, 33, 0, 0, 0, 0, 27, 0, 0, 34, 49, 0, 5, 61, - 28, 56, 15, 33, 0, 0, 0, 0, 27, 0, 0, 42, 58, 0, 2, 17, 19, 39, 60, 19, 0, 0, 0, 0, 27, 0, 0, 20, 27, 0, 0, 0, -}; - -static const unsigned short m03_Tx_model_m0_scale_table[] = -{ - 59, 111, 111, 205, 205, 249, 441, 129, 133, 37, 117, 178, 153, 277, 107, 137, - 83, 138, 72, 119, 81, 213, 111, 137, 36, 117, 71, 158, 149, 129, 190, 247, - 53, 27, 42, 208, 109, 133, 236, 25, 183, 93, 66, 79, 75, 181, 82, 93, - 29, 55, 171, 107, 224, 93, 23, 47, 39, 50, 95, 153, 138, 79, 143, 75, -}; - -static const unsigned char m03_Tx_model_m1_state_table[] = -{ - 47, 47, 75, 9, 0, 0, 0, 0, 50, 47, 5, 9, 47, 21, 52, 11, 28, 6, 7, 9, 0, 0, 0, 0, 62, 59, 5, 9, 47, 6, 50, 13, - 47, 47, 64, 9, 0, 0, 0, 0, 62, 0, 35, 9, 47, 6, 22, 9, 28, 28, 18, 9, 0, 0, 0, 0, 62, 59, 47, 9, 28, 6, 76, 7, - 56, 15, 63, 9, 0, 0, 0, 0, 16, 29, 0, 11, 0, 22, 60, 11, 76, 76, 20, 9, 0, 0, 0, 0, 16, 30, 0, 13, 0, 55, 62, 13, - 50, 47, 21, 9, 0, 0, 0, 0, 62, 79, 7, 9, 28, 18, 75, 9, 75, 6, 12, 9, 0, 0, 0, 0, 62, 50, 47, 20, 75, 6, 47, 11, - 3, 28, 21, 9, 0, 0, 0, 0, 50, 47, 22, 9, 47, 22, 47, 11, 21, 6, 13, 9, 0, 0, 0, 0, 62, 59, 50, 9, 47, 6, 50, 13, - 47, 47, 28, 9, 0, 0, 0, 0, 62, 50, 47, 9, 47, 6, 76, 9, 28, 6, 6, 20, 0, 0, 0, 0, 62, 59, 59, 9, 28, 6, 76, 7, - 0, 47, 75, 9, 0, 0, 0, 0, 68, 0, 69, 9, 79, 64, 50, 9, 23, 20, 13, 9, 0, 0, 0, 0, 16, 72, 68, 18, 0, 36, 62, 13, - 47, 0, 21, 9, 0, 0, 0, 0, 62, 50, 0, 20, 28, 11, 7, 9, 28, 28, 7, 20, 0, 0, 0, 0, 62, 47, 0, 20, 28, 6, 50, 18, - 28, 28, 28, 9, 0, 0, 0, 0, 50, 47, 28, 9, 47, 6, 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12, 9, 53, 53, 6, 4, 7, 6, 7, 53, 7, 6, 53, 9, 36, 0, 9, 46, 36, 46, 30, 53, 52, 0, 79, 53, 7, 76, 14, 24, 26, 0, + 53, 9, 6, 53, 53, 7, 46, 0, 53, 9, 9, 7, 7, 7, 14, 0, 46, 16, 7, 53, 9, 11, 0, 0, 14, 11, 53, 9, 7, 25, 0, 0, + 12, 9, 9, 53, 7, 53, 16, 24, 53, 53, 7, 53, 53, 53, 0, 53, 0, 24, 28, 54, 0, 22, 27, 28, 7, 53, 6, 24, 39, 16, 53, 0, + 53, 9, 6, 53, 7, 11, 53, 6, 53, 7, 9, 7, 53, 53, 14, 53, 20, 46, 24, 76, 58, 53, 63, 13, 7, 53, 53, 53, 79, 36, 53, 7, + 53, 7, 6, 6, 7, 53, 53, 53, 7, 79, 53, 7, 9, 8, 53, 5, 4, 53, 7, 16, 53, 6, 45, 7, 53, 7, 11, 14, 16, 25, 0, 0, + 6, 7, 7, 7, 53, 9, 39, 16, 53, 16, 53, 53, 7, 9, 9, 0, 14, 53, 0, 9, 53, 6, 0, 0, 12, 9, 0, 6, 9, 6, 70, 0, }; static const unsigned short m03_Tx_model_m1_scale_table[] = { - 100, 4481, 1245, 580, 314, 182, 228, 225, 366, 647, 1, 211, 189, 138, 143, 214, - 85, 146, 260, 135, 361, 111, 232, 258, 182, 244, 329, 258, 155, 114, 202, 1038, - 125, 586, 91, 132, 217, 144, 161, 320, 167, 76, 45, 537, 205, 43, 113, 69, - 27, 115, 41, 26, 102, 180, 55, 223, 477, 195, 218, 128, 80, 81, 25, 179, - 90, 48, 77, 168, 63, 1302, 531, 147, 343, 85, 45, 167, 36, 41, 67, 289, + 145, 3294, 1245, 403, 356, 199, 178, 512, 243, 225, 1, 157, 205, 151, 125, 72, + 236, 294, 624, 244, 328, 113, 372, 70, 358, 136, 154, 132, 92, 166, 77, 149, + 49, 143, 154, 99, 61, 231, 168, 172, 84, 61, 747, 102, 77, 44, 189, 243, + 183, 342, 461, 66, 32, 132, 147, 43, 72, 85, 121, 382, 124, 164, 62, 96, + 86, 123, 2093, 31, 128, 142, 45, 583, 173, 516, 886, 524, 169, 737, 81, 71, }; static const unsigned char m03_Tx_model_m2_state_table[] = { - 0,110, 0,144, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 73, 0, 88, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,153, 0,200, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35, 0,106, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,148, 0,170, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 73, 0,227, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,252, 0, 84, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,104, 0, 60, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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0, 0, 0, 0,106,104,157, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 88,227,119, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10,166,235, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,172,137, 38, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,186,142,137, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,230,229,138, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6,230,231, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,253,157,231, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,105,149,246, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,106,226,234, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6,166,173, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,172,181,202, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,179, 84,127, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,230,214,209, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60,226, 70, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,201,246,231, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,111,132,247, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,127, 36,207, 0, 0, 0,238, 0, 0, 0, 0, 0, 0, 0, 0, 0,100, 27,195, 0, 0, 0,247, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 85,222,231, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99, 84,222, 0, 0, 0,137, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 34, 18,207, 0, 0, 0,247, 0, 0, 0, 0, 0, 0, 0, 0, 0,142,126,242, 0, 0, 0,189, 0, 0, 0, 0, 0, 0, 0, 0, - 0,235,144,195, 0, 0, 0,247, 0, 0, 0, 0, 0, 0, 0, 0, 0,106,104,170, 0, 0, 0,227, 0, 0, 0, 0, 0, 0, 0, 0, - 0,161,104,110, 0, 0, 0,247, 0, 0, 0, 0, 0, 0, 0, 0, 0,106,157,146, 0, 0, 0,247, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 85,153, 0, 0, 0, 0,249, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99, 84, 34, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,157,112,236, 0, 0, 0,246, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46,205,246, 0, 0, 0,193, 0, 0, 0, 0, 0, 0, 0, 0, - 0,155,204,195, 0, 0, 0,144, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60,112, 37, 0, 0, 0, 65, 0, 0, 0, 0, 0, 0, 0, 0, - 0,128,174,221, 0, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0,100,174,207, 0, 0, 0,231, 0, 0, 0, 0, 0, 0, 0, 0, - 0,199,199,217, 0, 0, 0,202, 0, 0, 0, 0, 0, 0, 0, 0, 0,117,142,164, 0, 0, 0,223, 0, 0, 0, 0, 0, 0, 0, 0, - 0,227,238,202, 0, 0, 0,232, 0, 0, 0, 0, 0, 0, 0, 0, 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0, 0, 0, - 0,151,144, 78, 0,157, 0,147, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17, 18,238, 0, 92, 0,147, 0, 0, 0, 0, 0, 0, 0, 0, - 0,219,144,183, 0,174, 0,207, 0, 0, 0, 0, 0, 0, 0, 0, 0, 99,175,201, 0,102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,230, 96,207, 0, 37, 0,238, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6,225, 0, 0,246, 0,246, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 59,203,195, 0,253, 0,217, 0, 0, 0, 0, 0, 0, 0, 0, 0, 17,146,201, 0,187, 0,201, 0, 0, 0, 0, 0, 0, 0, 0, - 0,159,128,250, 0,227, 0,254, 0, 0, 0, 0, 0, 0, 0, 0, 0,100,119,184, 0,251, 0,201, 0, 0, 0, 0, 0, 0, 0, 0, - 0,137, 0,221, 0,128, 0,254, 0, 0, 0, 0, 0, 0, 0, 0, 0,186,193,216, 0,106, 0,237, 0, 0, 0, 0, 0, 0, 0, 0, - 0,145,118,217, 0,140, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,100,217,241, 0,232, 0,245, 0, 0, 0, 0, 0, 0, 0, 0, - 0,193,245, 4, 0,220, 0,135, 0, 0, 0, 0, 0, 0, 0, 0, 0,160,253,231, 0,199, 0,223, 0, 0, 0, 0, 0, 0, 0, 0, - 0,230, 20,198, 0,227, 0,192, 0, 0, 0, 0, 0, 0, 0, 0, 0, 29,174,238, 0,157, 0,159, 0, 0, 0, 0, 0, 0, 0, 0, - 0,100,253,241, 0, 68, 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0, 0, 0, 0, 0, 70,212,219, 0,227,227,207, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 88,210,246, 0,246,125,218, 0, 0, 0, 0, 0, 0, 0, 0, 0,106, 24,100, 0,126,233,125, 0, 0, 0, 0, 0, 0, 0, 0, - 0,128,213,238, 0,247,245,207, 0, 0, 0, 0, 0, 0, 0, 0, 0,227,231,238, 0,199,138,215, 0, 0, 0, 0, 0, 0, 0, 0, - 0,253,247,234, 0,172,232, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,186,193, 6, 0, 88, 29,198, 0, 0, 0, 0, 0, 0, 0, 0, - 0,172,246,202, 0,227, 22,192, 0, 0, 0, 0, 0, 0, 0, 0, 0,119,223,198, 0,248, 93,160, 0, 0, 0, 0, 0, 0, 0, 0, - 0,247,241,253, 0, 41,171,241, 0, 0, 0, 0, 0, 0, 0, 0, 0,106,144,201, 0,145,227,223, 0, 0, 0, 0, 0, 0, 0, 0, - 0,172,243,231, 0,227, 85,209, 0, 0, 0, 0, 0, 0, 0, 0, 0, 70,253,232, 0, 82,234,241, 0, 0, 0, 0, 0, 0, 0, 0, - 0,253,223,241, 0,227,250,217, 0, 0, 0, 0, 0, 0, 0, 0, 0, 41,175,242, 0, 41, 0, 22, 0, 0, 0, 0, 0, 0, 0, 0, - 0,137, 0,144, 0,149, 43,202, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6,234,254, 0,140,192,206, 0, 0, 0, 0, 0, 0, 0, 0, - 0,119, 19,245, 0,241,145,224, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60,236,201, 0,233,159,217, 0, 0, 0, 0, 0, 0, 0, 0, - 0,127, 53,252,227, 0,234,139, 0, 0, 0, 0, 0, 0, 0, 0, 0,159,161,128,187,227,144, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,114,244,202, 35,227, 0,168, 0, 0, 0, 0, 0, 0, 0, 0, 0,160,105,251,126,222, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,127,112,247,236,227,204,232, 0, 0, 0, 0, 0, 0, 0, 0, 0,240,222,172,130,235,227,192, 0, 0, 0, 0, 0, 0, 0, 0, - 0,240,155,119, 0,242,231,119, 0, 0, 0, 0, 0, 0, 0, 0, 0, 29, 84,199,126,229,229,246, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 6, 68,238, 27,227,247,243, 0, 0, 0, 0, 0, 0, 0, 0, 0,179,230,147,226,174,232,234, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 49, 8,195,227,222,253, 22, 0, 0, 0, 0, 0, 0, 0, 0, 0, 41,165, 6,175,199, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0,106,174,233,201,200,199,233, 0, 0, 0, 0, 0, 0, 0, 0, 0,179,230,179,119,166,181,150, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 85,140,247,225,246,201,232, 0, 0, 0, 0, 0, 0, 0, 0, 0, 82, 84,127,112,166,222, 26, 0, 0, 0, 0, 0, 0, 0, 0, - 0,127, 29,238,209,192,250,220, 0, 0, 0, 0, 0, 0, 0, 0, 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41, 33, 0, 5,142,207,114, 14, 82,239, 0,224, 49, 49, 85, 82, 29, 4, 95, 6,152, 57,224, 44, 0,248, + 0,244,117, 4,127, 68,152, 14, 65, 0, 91, 0, 41, 29, 4, 33, 0,227,132,197,219,247,231,206,227,209,234,231,254,241,108, 33, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0,212,218,218, 0, 0, 0,195, 0, 0, 0, 0, 0, 0, 0, 0, 0,118,129,216, 0,234, 0,253, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 11,129,246, 0,216,220,218, 0, 0, 0, 0, 0, 0, 0, 0, 0,243,216,116,212,227,201,227, 0, 0, 0, 0, 0, 0, 0, 0, + 0,218,171,238,223,241,234,183, 0, 0, 0, 0, 0, 0, 0,248, 0,218, 4,234,231,253, 97,254, 0, 0, 0,217, 0, 0, 0,220, + 0,218, 4,235,232,129,254, 87, 0, 0, 0,234, 0,136, 0,245, 0,218,221,253,211,220,254,254, 0,119, 0,231, 0,147, 0,247, + 0,238,254,201,245,217,178,224, 0,220, 0,241, 0,217,231, 34, 0,218,129,241, 83,129,224,241, 0,224, 50,253, 0,250,189, 67, + 0,212,183,181,201,224,239,134, 0,241, 0,254,234,238,242, 49, 0,201,227,209,253,248,161, 22,216,250,245,232,251,152, 63,250, + 0,217, 96,243,246,250,220,234,232, 0,132,224,220,112,231,221, 0,176, 15, 65,164,113,153,238,236,218,129,178,212, 52,225,207, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0,220,232,221, 0, 0, 0,107, 0, 0, 0, 0, 0, 0, 0, 0, 0,224,220, 87, 0, 55, 0, 44, 0, 0, 0, 0, 0, 0, 0, 0, + 0,143,115,224, 0,248, 92,181, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15,142,248, 4, 54,192, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 4, 76, 73,163,232, 68,248, 0, 0, 0, 0, 0, 0, 0, 33, 0,196,192,224,137, 53, 39,250, 0, 0, 0, 50, 0, 0, 0,232, + 0,119,232,247,241,241,246,220, 0, 0, 0,234, 0, 85, 0,221, 0,216, 71,129, 56, 68, 22,218, 0, 22, 0,106, 0, 90, 0,224, + 0,231,224,217,244, 55,160, 4, 0,132, 0, 44, 0, 55,107,128, 0,245,228,106, 85, 49, 63,178, 0, 39,108, 33, 0,182, 65, 25, + 0,234, 4, 78,221,220, 87, 54, 0, 17,241, 49, 0,221, 4,211, 0, 56, 41,241,234,162, 85,241, 85,111, 13, 97, 56, 94, 59,232, + 0,232, 10,224,211,118,118,224,197,105, 56, 87,225,142, 14,131, 0,218,246,180,232,129,224,224,106,241, 0,129,241,250,241,221, + 0, 80, 0,199, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,132,223,246, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0,119,231,218, 0, 0, 0,251, 0, 0, 0, 0, 0, 0, 0, 0, 0,174,196,236, 0,199, 0,151, 0, 0, 0, 0, 0, 0, 0, 0, + 0,174, 87,142, 0,195,242, 74, 0, 0, 0, 0, 0, 0, 0, 0, 0,166,231,172,169,248,223, 35, 0, 0, 0, 0, 0, 0, 0, 0, + 0,227,247,140,247,245, 0, 78, 0, 0, 0, 0, 0, 0, 0,239, 0,240, 62, 0,226,217,227,231, 0, 0, 0, 13, 0, 0, 0,241, + 0,223,231,137,126,221, 0,140, 0, 0, 0,217, 0,241, 0, 62, 0,199,223,248,232, 33,108,241, 0,220, 0,217, 0,232, 0,232, + 0,183,253,227, 15,212,129,241, 0,138, 0, 63, 0,227, 0,232, 0,105,135,248,242, 3,248, 0, 0,208,217,224, 0, 4, 51,192, + 0,227,218,181,129,181, 61, 49, 0,246,241,248, 93, 65, 0,118, 0,199,140, 49,248,224, 29, 49,209,117, 26,254,192, 6, 59, 8, + 0,111,202,192,140,242,240, 0, 65,142, 4,157,192, 45,114, 23, 0,149,212, 41,225, 58,246, 0,253,234,234,201,131,129,232,209, + 0,220, 0,192, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,239, 85, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 27,223, 32, 0, 0, 0, 55, 0, 0, 0, 0, 0, 0, 0, 0, 0,246,224, 6, 0,192, 0, 53, 0, 0, 0, 0, 0, 0, 0, 0, + 0,181, 29, 6, 0, 8, 17, 49, 0, 0, 0, 0, 0, 0, 0, 0, 0, 93,239, 53, 93, 53,106, 55, 0, 0, 0, 0, 0, 0, 0, 0, + 0,248,241,111, 6,241,241, 55, 0, 0, 0, 0, 0, 0, 0, 13, 0,246, 68,129, 89, 54, 0,227, 0, 0, 0,155, 0, 0, 0, 41, + 0, 29, 99, 60,176, 49, 10, 0, 0, 0, 0,123, 0,170, 0, 0, 0, 59, 84, 0, 87, 82, 15,197, 0, 85, 0, 51, 0,105, 0, 87, + 0,114, 36, 68,151, 6, 87, 0, 0, 29, 0,162, 0,103, 0, 0, 0,186, 5, 8, 82,114,152, 0, 0, 22,127, 4, 0, 0, 0, 0, + 0, 53,239, 4, 53,135, 4, 6, 0, 49,100, 22, 6, 5, 6, 0, 0, 93, 93, 0, 78, 37, 0, 0,241,232, 0, 63, 0, 0, 0, 0, + 0, 89,209, 15,196,143, 6,162, 62, 54, 0, 17, 0,114, 8, 0, 0,151,240, 87,241,192,169,153,241, 57,184,202,118,253,241, 93, + 0,129, 0,246, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,154,129,227, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0,218,228,218, 0, 0, 0,244, 0, 0, 0, 0, 0, 0, 0, 0, 0,201, 15, 0, 0,227, 0,192, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 62,183,247, 0, 0,129,241, 0, 0, 0, 0, 0, 0, 0, 0, 0,223,234,181,224,234,181, 61, 0, 0, 0, 0, 0, 0, 0, 0, + 0,227,129,244,231,227,140,254, 0, 0, 0, 0, 0, 0, 0, 55, 0,166,217,157,250,171,120, 95, 0, 0, 0, 43, 0, 0, 0, 15, + 0,201, 22, 82, 91, 5,192,220, 0, 0, 0,220, 0,232, 0, 97, 0, 36, 22, 41,228,224,232, 4, 0,248, 0,232, 0,217, 0, 5, + 0,183,183,234,254,209,196, 99, 0,247, 0,241, 0,111,227,137, 0,231,254,209, 6, 30,241, 68, 0, 35, 65,192, 0,241,141, 7, + 0, 62, 4,114,241,167, 65,230, 0, 27, 44,232,120, 68, 29,124, 0, 29,183, 35,184,211,102, 11,107,253,232, 4,113, 51, 42, 65, + 0, 4, 0, 35, 4,176,160, 55, 6, 81,211, 53,241,162,138, 6, 0, 31,232,151,223,188,152, 90,242,227,232,143,248,241,220, 20, + 0,220, 0,106, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,114, 35, 82, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0,144,197, 34, 0, 0, 0,241, 0, 0, 0, 0, 0, 0, 0, 0, 0,181,214, 84, 0, 53, 0, 22, 0, 0, 0, 0, 0, 0, 0, 0, + 0,248, 33,160, 0,220,129, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6,248, 61,241, 4, 4, 93, 0, 0, 0, 0, 0, 0, 0, 0, + 0,209,241,211, 97,241, 50, 81, 0, 0, 0, 0, 0, 0, 0, 6, 0,241, 10, 81,180, 4, 0, 93, 0, 0, 0, 62, 0, 0, 0, 4, + 0,220,241,250, 94,241,135, 8, 0, 0, 0,160, 0, 89, 0, 0, 0, 0, 0, 29, 41, 95, 55, 0, 0, 29, 0, 22, 0, 0, 0, 0, + 0,135, 0, 22, 17, 48, 21, 0, 0, 0, 0, 89, 0,180, 0, 0, 0, 15, 66,214, 29, 4, 17, 15, 0, 0,111, 0, 0, 0, 0, 29, + 0,147, 41, 10, 5, 4, 20, 0, 0, 0, 29, 0, 6, 0, 0, 0, 0, 62,160, 2, 4, 0, 17, 0, 0, 22, 22, 0, 0, 41, 0, 0, + 0, 6, 62,107, 61, 0, 15, 0, 94, 0, 0, 0, 0, 14, 0, 0, 0,179,119,192, 0,247,241, 68, 55, 41,246,209, 15, 22, 81, 0, }; static const unsigned short m03_Tx_model_m2_scale_table[] =