From a49a293d3cdaab9514ed087b489e56586855efc6 Mon Sep 17 00:00:00 2001 From: Jorge Velez <88566270+JorgeV92@users.noreply.github.com> Date: Mon, 6 Apr 2026 02:46:13 -0500 Subject: [PATCH] Merge pull request #27534 from JorgeV92:gsoc2025-tokenizer MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit GSoC 2025: Add Tokenizer Support to DNN Module #27534 merge with https://github.com/opencv/opencv_extra/pull/1276 ### Summary This pull request introduces initial support for a tokenizer module under `modules/dnn/src/tokenizer` as part of Google Summer of Code 2025 (Project: Tokenization for OpenCV DNN). ### Status - [x] Project structure in place - [x] Initial BPE tokenizer loading - [x] Regex splitting (in progress) - [x] Encoding logic for GPT-2 tokenizer (in progress) - [ ] Documentation (to be improved) ### Goals The goal is to support Hugging Face-compatible tokenization (e.g., GPT-2) natively in C++ to be integrated with DNN inference pipelines. The core pipeline lives in `dnn/src/tokenizer/core_bpe.hpp` and `dnn/src/tokenizer/encoding.hpp`. For Unicode handling I’m using `dnn/src/tokenizer/unicode.hpp`, which is adapted from llama.cpp. ### Feedback Please share early feedback on: - General design structure - Integration strategy with `dnn` - Code organization or naming conventions ### Reference Project: https://summerofcode.withgoogle.com/programs/2025/projects/79SW6eNK --- modules/core/src/persistence_json.cpp | 11 +- modules/dnn/CMakeLists.txt | 11 +- modules/dnn/include/opencv2/dnn/dnn.hpp | 54 + modules/dnn/src/tokenizer/core_bpe.cpp | 260 + modules/dnn/src/tokenizer/core_bpe.hpp | 166 + modules/dnn/src/tokenizer/tokenizer.cpp | 174 + modules/dnn/src/tokenizer/unicode-data.cpp | 7039 ++++++++++++++++++++ modules/dnn/src/tokenizer/unicode-data.hpp | 65 + modules/dnn/src/tokenizer/unicode.cpp | 774 +++ modules/dnn/src/tokenizer/unicode.hpp | 104 + modules/dnn/src/tokenizer/utils.hpp | 32 + modules/dnn/test/test_tokenizer.cpp | 99 + modules/python/test/test_tokenizer.py | 67 + samples/dnn/gpt2_inference.py | 69 +- 14 files changed, 8867 insertions(+), 58 deletions(-) create mode 100644 modules/dnn/src/tokenizer/core_bpe.cpp create mode 100644 modules/dnn/src/tokenizer/core_bpe.hpp create mode 100644 modules/dnn/src/tokenizer/tokenizer.cpp create mode 100644 modules/dnn/src/tokenizer/unicode-data.cpp create mode 100644 modules/dnn/src/tokenizer/unicode-data.hpp create mode 100644 modules/dnn/src/tokenizer/unicode.cpp create mode 100644 modules/dnn/src/tokenizer/unicode.hpp create mode 100644 modules/dnn/src/tokenizer/utils.hpp create mode 100644 modules/dnn/test/test_tokenizer.cpp create mode 100644 modules/python/test/test_tokenizer.py diff --git a/modules/core/src/persistence_json.cpp b/modules/core/src/persistence_json.cpp index c63acb8c10..a66c3d18f2 100644 --- a/modules/core/src/persistence_json.cpp +++ b/modules/core/src/persistence_json.cpp @@ -425,13 +425,12 @@ public: ++ptr; CV_PERSISTENCE_CHECK_END_OF_BUFFER_BUG_CPP(); key_name += *ptr; - ++ptr; - CV_PERSISTENCE_CHECK_END_OF_BUFFER_BUG_CPP(); - } else { - ++ptr; - CV_PERSISTENCE_CHECK_END_OF_BUFFER_BUG_CPP(); - if (*ptr != '\\' && *ptr != '"') key_name += *ptr; + } else if (*ptr != '"') { + // normal byte: append current, do NOT skip ahead first + key_name += *ptr; } + ++ptr; + CV_PERSISTENCE_CHECK_END_OF_BUFFER_BUG_CPP(); } while( cv_isprint(*ptr) && *ptr != '"' ); if( *ptr != '"' ) diff --git a/modules/dnn/CMakeLists.txt b/modules/dnn/CMakeLists.txt index f07062fb0e..8b69d77584 100644 --- a/modules/dnn/CMakeLists.txt +++ b/modules/dnn/CMakeLists.txt @@ -15,10 +15,8 @@ ocv_add_dispatched_file("layers/cpu_kernels/conv2_kernels" AVX AVX2 NEON NEON_FP ocv_add_module(dnn opencv_core opencv_imgproc WRAP python java objc js) - include(${CMAKE_CURRENT_LIST_DIR}/cmake/plugin.cmake) - ocv_option(OPENCV_DNN_OPENCL "Build with OpenCL support" HAVE_OPENCL AND NOT APPLE) if(OPENCV_DNN_OPENCL AND HAVE_OPENCL) @@ -442,6 +440,15 @@ if(NOT BUILD_PROTOBUF) endif() endif() +# Include Tokenizer +file(GLOB extra_tokenizer_src + "${CMAKE_CURRENT_LIST_DIR}/src/tokenizer/*.cpp" +) +list(APPEND include_dirs + "${CMAKE_CURRENT_LIST_DIR}/src/tokenizer" +) +ocv_glob_module_sources(${sources_options} SOURCES ${fw_srcs} ${webnn_srcs} ${extra_tokenizer_src}) + set(perf_path "${CMAKE_CURRENT_LIST_DIR}/perf") file(GLOB_RECURSE perf_srcs "${perf_path}/*.cpp") file(GLOB_RECURSE perf_hdrs "${perf_path}/*.hpp" "${perf_path}/*.h") diff --git a/modules/dnn/include/opencv2/dnn/dnn.hpp b/modules/dnn/include/opencv2/dnn/dnn.hpp index f0bd0bb0c0..31759c7984 100644 --- a/modules/dnn/include/opencv2/dnn/dnn.hpp +++ b/modules/dnn/include/opencv2/dnn/dnn.hpp @@ -2099,6 +2099,60 @@ public: CV_WRAP int getMaxCandidates() const; }; + +/** + * @brief High-level tokenizer wrapper for DNN usage. + * + * Provides a simple API to encode and decode tokens for LLMs. + * Models are loaded via Tokenizer::load(). + * + * @code + * using namespace cv::dnn; + * Tokenizer tok = Tokenizer::load("/path/to/model/"); + * std::vector ids = tok.encode("hello world"); + * std::string text = tok.decode(ids); + * @endcode + */ +class CV_EXPORTS_W_SIMPLE Tokenizer { +public: + /** + * @brief Construct a tokenizer with a given method default BPE. + * For BPE method you normally call Tokenizer::load() to initialize model data. + */ + Tokenizer(); + + /** + * @brief Load a tokenizer from a model directory. + * + * Expects the directory to contain: + * - `config.json` with field `model_type` with value "gpt2" or "gpt4". + * - `tokenizer.json` produced by the corresponding model family. + * + * The argument is a path prefix; this function concatenates file + * names directly (e.g. `model_dir` + "config.json"), so `model_dir` must + * end with an appropriate path separator. + * + * @param model_config Path to config.json for model. + * @return A Tokenizer ready for use. Throws cv::Exception if files are missing or `model_type` is unsupported. + */ + CV_WRAP static Tokenizer load(CV_WRAP_FILE_PATH const std::string& model_config); + + /** + * @brief Encode UTF-8 text to token ids (special tokens currently disabled). + * + * Calls the underlying `CoreBPE::encode` with an empty allowed-special set. + * + * @param text UTF-8 input string. + * @return Vector of token ids (32-bit ids narrowed to int for convenience). + */ + CV_WRAP std::vector encode(const std::string& text); + + CV_WRAP std::string decode(const std::vector& tokens); + struct Impl; +private: + Ptr impl_; +}; + //! @} CV__DNN_INLINE_NS_END } diff --git a/modules/dnn/src/tokenizer/core_bpe.cpp b/modules/dnn/src/tokenizer/core_bpe.cpp new file mode 100644 index 0000000000..ac73f451bf --- /dev/null +++ b/modules/dnn/src/tokenizer/core_bpe.cpp @@ -0,0 +1,260 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include "unicode.hpp" +#include "utils.hpp" +#include "core_bpe.hpp" + +#include + +namespace cv { namespace dnn { +CV__DNN_INLINE_NS_BEGIN + +static constexpr std::uint32_t RANK_MAX = std::numeric_limits::max(); +static constexpr std::size_t SZ_MAX = std::numeric_limits::max(); + +static std::uint32_t maybeGetRank(const ByteVecRankMap& ranks, const std::vector& key) { + auto it = ranks.find(key); + return it == ranks.end() ? RANK_MAX : it->second; +} +/* + * This function takes a sequence of bytes and a map of + * mergeable byte pairs (with associated ranks/merge priority), and repeatedly merges the + * lowest-ranked adjacent pairs until no further merges are possible. The result is a vector + * describing the split points and ranks of the final token boundaries. + * + * This function is closely modeled after the original Rust implementation in OpenAI's tiktoken + * library, which can be found here: + * https://github.com/openai/tiktoken/blob/4560a8896f5fb1d35c6f8fd6eee0399f9a1a27ca/src/lib.rs#L17-L73 + * + */ +std::vector> bytePairMerge(const ByteVecRankMap& ranks, + const std::vector& piece) { + std::vector> parts; + parts.reserve(piece.size() + 1); + + std::pair minRank{RANK_MAX, SZ_MAX}; + + for (std::size_t i = 0; i+1 < piece.size(); ++i) { + std::vector key(piece.begin() + i, piece.begin() + i + 2); + std::uint32_t r = maybeGetRank(ranks, key); + if (r < minRank.first) minRank = {r, i}; + parts.emplace_back(i, r); + } + parts.emplace_back(piece.size() - 1, RANK_MAX); + parts.emplace_back(piece.size(), RANK_MAX); + + auto getRank = [&](const std::vector>& p, + std::size_t idx) -> std::uint32_t { + if (idx + 3 < p.size()) { + std::size_t s = p[idx].first; + std::size_t e = p[idx+3].first; + std::vector key(piece.begin()+s, piece.begin()+e); + return maybeGetRank(ranks, key); + } + return RANK_MAX; + }; + + while (minRank.first != RANK_MAX) { + std::size_t i = minRank.second; + if (i > 0) parts[i-1].second = getRank(parts, i-1); + if (i < parts.size()-2) parts[i].second = getRank(parts, i); + parts.erase(parts.begin() + static_cast(i+1)); + + minRank = {RANK_MAX, SZ_MAX}; + for (std::size_t j = 0; j + 1 < parts.size(); ++j) { + std::uint32_t r = parts[j].second; + if (r < minRank.first) minRank = {r, j}; + } + } + return parts; +} + +std::vector bytePairEncode(const std::vector& piece, + const ByteVecRankMap& ranks) { + + if (piece.size() == 1) { + auto it = ranks.find(piece); + return it == ranks.end() ? std::vector{} : std::vector{it->second}; + } + auto merged = bytePairMerge(ranks, piece); + std::vector out; + out.reserve(merged.size()-1); + + for (std::size_t i = 0; i+1 < merged.size(); ++i) { + std::size_t s = merged[i].first, e = merged[i+1].first; + out.push_back(ranks.at(std::vector(piece.begin()+s, piece.begin()+e))); + } + return out; +} + +std::string CoreBPE::makeSpecialPattern(const std::unordered_map& special) { + static const std::string meta = R"([.^$|()\[\]{}*+?\\])"; + std::string pat; + pat.reserve(special.size() * 10); + bool first = true; + for (auto const& kv : special) { + if (!first) pat.push_back('|'); + first = false; + // Escape each character in the token + for (char c : kv.first) { + if (meta.find(c) != std::string::npos) + pat.push_back('\\'); + pat.push_back(c); + } + } + return pat; +} + +CoreBPE::CoreBPE() + : encoder_(), + specialEncoder_(), + decoder_(), + specialDecoder_(), + pattern_(), + specialPattern_(), + sortedTokenBytes_() +{} + +CoreBPE::CoreBPE(ByteVecRankMap encoder, + std::unordered_map specialEncoder, + const std::string& pattern) + : encoder_(std::move(encoder)), + specialEncoder_(std::move(specialEncoder)), + decoder_(), specialDecoder_(), + pattern_(pattern), specialPattern_(makeSpecialPattern(specialEncoder_)), + sortedTokenBytes_() { + + for (auto& kv : encoder_) + decoder_.emplace(kv.second, kv.first); + for (auto& kv : specialEncoder_) + specialDecoder_.emplace(kv.second, std::vector(kv.first.begin(), kv.first.end())); + + for (const auto& kv : specialDecoder_) { + std::string str(kv.second.begin(), kv.second.end()); + specialStringDecoder_.emplace(str, kv.first); + } + + sortedTokenBytes_.reserve(encoder_.size()); + for (auto& kv : encoder_) sortedTokenBytes_.push_back(kv.first); + std::sort(sortedTokenBytes_.begin(), sortedTokenBytes_.end()); +} + +std::optional> +CoreBPE::decodeBytes(const std::vector& tokens) const { + std::vector out; + out.reserve(tokens.size() * 2); + + for (std::uint32_t t : tokens) { + const std::vector* tokenBytes = nullptr; + + auto it = decoder_.find(t); + if (it != decoder_.end()) { + tokenBytes = &it->second; + } else { + auto sit = specialDecoder_.find(t); + if (sit != specialDecoder_.end()) { + tokenBytes = &sit->second; + } else { + return std::nullopt; + } + } + out.insert(out.end(), tokenBytes->begin(), tokenBytes->end()); + } + + return out; +} + +/* + * This function tokenizes input text by handling special tokens and applying Byte Pair Encoding (BPE) + * to ordinary text segments. It searches for allowed special tokens, processes ordinary text with BPE, + * and emits a sequence of token IDs along with the count of tokens in the final processed segment. + * + * The logic and structure of this function are closely modeled after the original Rust implementation + * in OpenAI's tiktoken library, which can be found here: + * https://github.com/openai/tiktoken/blob/4560a8896f5fb1d35c6f8fd6eee0399f9a1a27ca/src/lib.rs#L234-L288 + * + */ +std::pair, std::size_t> +CoreBPE::encode(const std::string& text, + const std::unordered_set& allowedSpecial) const +{ + std::vector ret; + std::size_t last_piece_token_len = 0; + size_t start = 0; + + // Use unicode_regex_split to find all special token matches in the text + std::vector special_regexes = { specialPattern_ }; + std::vector> special_matches; + + // Find all special token matches and their positions + { + std::regex special_re(specialPattern_); + auto words_begin = std::sregex_iterator(text.begin(), text.end(), special_re); + auto words_end = std::sregex_iterator(); + for (auto it = words_begin; it != words_end; ++it) { + std::string match_str = it->str(); + if (allowedSpecial.count(match_str)) { + special_matches.emplace_back(it->position(), it->position() + match_str.size()); + } + } + } + + size_t match_idx = 0; + while (start < text.size()) { + // Find the next allowed special token + size_t next_special_start = std::string::npos; + size_t next_special_end = std::string::npos; + std::string matched_special; + while (match_idx < special_matches.size()) { + size_t s = special_matches[match_idx].first; + size_t e = special_matches[match_idx].second; + std::string candidate = text.substr(s, e - s); + if (allowedSpecial.count(candidate) && s >= start) { + next_special_start = s; + next_special_end = e; + matched_special = candidate; + break; + } + ++match_idx; + } + + size_t end = (next_special_start != std::string::npos) ? next_special_start : text.size(); + + // Tokenize the ordinary segment [start, end) + if (end > start) { + std::string segment = text.substr(start, end - start); + std::vector regexes = { pattern_ }; + auto splits = unicode_regex_split(segment, regexes); + + for (auto& subUtf8 : splits) { + std::vector piece(subUtf8.begin(), subUtf8.end()); + auto it = encoder_.find(piece); + if (it != encoder_.end()) { + last_piece_token_len = 1; + ret.push_back(it->second); + } else { + auto tokens = bytePairEncode(piece, encoder_); + last_piece_token_len = tokens.size(); + ret.insert(ret.end(), tokens.begin(), tokens.end()); + } + } + } + + // If we found a special token, add it and advance + if (next_special_start != std::string::npos) { + std::uint32_t token = specialEncoder_.at(matched_special); + ret.push_back(token); + start = next_special_end; + last_piece_token_len = 0; + ++match_idx; + } else { + break; + } + } + + return { ret, last_piece_token_len }; +} +CV__DNN_INLINE_NS_END +}} diff --git a/modules/dnn/src/tokenizer/core_bpe.hpp b/modules/dnn/src/tokenizer/core_bpe.hpp new file mode 100644 index 0000000000..bc0b8aeffa --- /dev/null +++ b/modules/dnn/src/tokenizer/core_bpe.hpp @@ -0,0 +1,166 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// Portions of this file are inspired by or adapted from the tiktoken Rust +// implementation: +// https://github.com/openai/tiktoken/blob/main/src/lib.rs +// +// This file is part of the OpenCV DNN module for tokenization. +// +////////////////////////////////////////////////////////////////////////////////////////*/ + +/*M/////////////////////////////////////////////////////////////////////////////////////// +// MIT License +// +// Copyright (c) 2022 OpenAI, Shantanu Jain +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. +// +////////////////////////////////////////////////////////////////////////////////////////*/ + +#ifndef __OPENCV_DNN_TOKENIZER_CORE_BPE_HPP__ +#define __OPENCV_DNN_TOKENIZER_CORE_BPE_HPP__ + +#include +#include +#include +#include +#include +#include +#include +#include + +namespace cv { namespace dnn { +CV__DNN_INLINE_NS_BEGIN +/** + * @brief Hasher for byte vectors to enable use in unordered_map. + * + * Computes a simple rolling hash over the bytes. + * + * @note Intended for internal use with Byte Pair Encoding (BPE) maps. + */ +struct ByteVecHash { + std::size_t operator()(const std::vector& v) const noexcept { + std::size_t h = 0; + for (auto b : v) h = h * 31u + static_cast(b); + return h; + } +}; + +/** + * @brief Map from raw byte-sequence tokens to their merge rank / token id. + * + * Keys are byte sequences (not Unicode code points). Values are the + * token ids/ranks used by the BPE encoder/decoder. + */ +using ByteVecRankMap = std::unordered_map, std::uint32_t, ByteVecHash>; + +/** + * @brief Merge-adjacent byte pairs by increasing rank until no mergeable pair remains. + * + * Scans adjacent byte pairs in @p piece, repeatedly splicing out the minimal-rank + * pair (highest merge priority) and updating neighboring ranks, until no pair + * appears in @p ranks. Returns the final segmentation as a list of split + * boundaries and their ranks. + * + * @param ranks Map of mergeable byte pairs (key = 2+ byte token, value = rank/id). + * @param piece Input bytes for a single text span (UTF-8 already flattened to bytes). + * @return Vector of (start_index, rank) pairs describing token boundaries after merging. + * The last element is a sentinel boundary at @c piece.size(). + * + * @note This is the low-level merge routine used by BPE; it does not translate + * segments into ids. For that, see bytePairEncode(). + * @see bytePairEncode + */ +CV_EXPORTS std::vector> bytePairMerge(const ByteVecRankMap& ranks, + const std::vector& piece); + +/** + * @brief Encode a byte sequence into token ids using BPE merge rules. + * + * If @p piece is a single byte present in @p ranks, returns that id directly. + * Otherwise, runs the merge loop (bytePairMerge) and maps each resulting segment + * to its id via @p ranks. + * + * @param piece Input bytes (one text span already split by regex). + * @param ranks Map from byte-sequence tokens to ids (includes all singletons 0..255). + * @return Token ids produced by BPE for the given @p piece. + * + * @see bytePairMerge + */ +CV_EXPORTS std::vector bytePairEncode(const std::vector& piece, + const ByteVecRankMap& ranks); + +/** + * @brief Core Byte Pair Encoding (BPE) engine (mergeable-ranks model). + * + * Encodes and decodes tokens at the byte level (UTF-8 input is split to bytes), + * with optional support for special tokens that are matched by a separate regex. + * + * The implementation follows the structure of OpenAI’s tiktoken encoders. + */ +class CoreBPE { +public: + CoreBPE(); + explicit CoreBPE(ByteVecRankMap encoder, + std::unordered_map specialEncoder, + const std::string& pattern); + + /** + * @brief Encode text with optional special tokens. + * + * Scans @p text for allowed special tokens, emits them as single ids, + * and BPE-encodes the intervening ordinary segments. + * + * @param text UTF-8 input. + * @param allowedSpecial Set of literal special-token strings that may appear and be emitted. + * @return Pair @c (tokens, last_piece_token_len) where: + * - @c tokens is the full token sequence, + * - @c last_piece_token_len is the number of tokens produced by the final ordinary segment + * (0 if the text ended with a special token). + */ + std::pair, std::size_t> encode(const std::string& text, + const std::unordered_set& allowedSpecial) const; + /** + * @brief Decode a sequence of token ids into raw bytes. + * + * Looks up ids in either the mergeable-token or special-token decoders. + * + * @param tokens Token ids. + * @return Decoded bytes on success, or @c std::nullopt if any id is unknown. + */ + std::optional> decodeBytes(const std::vector& tokens) const; + +private: + ByteVecRankMap encoder_; + std::unordered_map specialEncoder_; + std::unordered_map> decoder_; + std::unordered_map> specialDecoder_; + std::unordered_map specialStringDecoder_; + std::string pattern_; + std::string specialPattern_; + std::vector> sortedTokenBytes_; + std::string makeSpecialPattern(const std::unordered_map& special); +}; +CV__DNN_INLINE_NS_END +}} +#endif diff --git a/modules/dnn/src/tokenizer/tokenizer.cpp b/modules/dnn/src/tokenizer/tokenizer.cpp new file mode 100644 index 0000000000..2ffdf96c27 --- /dev/null +++ b/modules/dnn/src/tokenizer/tokenizer.cpp @@ -0,0 +1,174 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include +#include "utils.hpp" +#include "unicode.hpp" +#include "core_bpe.hpp" + +#include + +namespace cv { namespace dnn { +CV__DNN_INLINE_NS_BEGIN + +// Registry of implementations (method -> methodImpl) +using ImplRegestry = std::function(const FileStorage& cfg, const std::string& dir)>; + +static std::unordered_map& tokenizerRegistry() { + static std::unordered_map reg; + return reg; +} + +CoreBPE buildTokenizerGPT(const std::string& model_type, const std::string& json_path); + +struct Tokenizer::Impl { + virtual ~Impl() {} + virtual std::vector encode(const std::string& text) = 0; + virtual std::string decode(const std::vector& tokens) = 0; +}; + +struct BpeTokenizerImpl : public Tokenizer::Impl { + Ptr coreBPE; + + explicit BpeTokenizerImpl(CoreBPE core) + : coreBPE(makePtr(std::move(core))) {} + + std::vector encode(const std::string& text) override { + CV_Assert(coreBPE); + std::vector tok = coreBPE->encode(text, {}).first; + return std::vector(tok.begin(), tok.end()); + } + + std::string decode(const std::vector& tokens) override { + CV_Assert(coreBPE); + std::vector t32(tokens.begin(), tokens.end()); + auto opt_bytes = coreBPE->decodeBytes(t32); + if (!opt_bytes) + CV_Error(cv::Error::StsError, "Invalid decode."); + const auto& bytes = *opt_bytes; + return std::string(reinterpret_cast(bytes.data()), bytes.size()); + } +}; + +static void registerDefaultTokenizers() { + auto& reg = tokenizerRegistry(); + if (reg.find("BPE") == reg.end()) { + reg["BPE"] = [](const FileStorage& cfg, const std::string& dir) -> Ptr { + std::string model_type; + cfg["model_type"] >> model_type; + std::string tok_json = dir + "tokenizer.json"; + + CoreBPE core; + if (model_type == "gpt2" || model_type == "gpt4") { + core = buildTokenizerGPT(model_type, tok_json); + } else { + CV_Error(cv::Error::StsError, "Unsupported model_type for BPE: " + model_type); + } + return makePtr(std::move(core)); + }; + } +} + +Tokenizer::Tokenizer() : impl_(nullptr) {} + +std::vector Tokenizer::encode(const std::string& text) { + if (!impl_) CV_Error(cv::Error::StsError, "Tokenizer impl null"); + return impl_->encode(text); +} + +std::string Tokenizer::decode(const std::vector& tokens) { + if (!impl_) CV_Error(cv::Error::StsError, "Tokenizer impl null"); + return impl_->decode(tokens); +}; + +CoreBPE buildTokenizerGPT(const std::string& model_type, const std::string& json_path) { + cv::FileStorage fs(json_path, cv::FileStorage::READ | cv::FileStorage::FORMAT_JSON); + if (!fs.isOpened()) + CV_Error(cv::Error::StsError, "Failed to open tokenizer.json: " + json_path); + + cv::FileNode model = fs["model"]; + CV_CheckFalse(model.empty(), "tokenizer.json missing 'model'"); + cv::FileNode vocab = model["vocab"]; + CV_CheckFalse(vocab.empty(), "tokenizer.json missing model.vocab"); + + std::string pattern; + std::unordered_set skip_tokens; + if (model_type == "gpt2" || model_type == "r50k_base") { + pattern = R50K_UTF8; + skip_tokens.insert("<|endoftext|>"); + } else if (model_type == "gpt4" || model_type == "cl100k_base") { + pattern = CL100K_BASE; + } else { + CV_Error(cv::Error::StsError, + "Unsupported model_type: " + model_type + " (expected gpt2/r50k_base or gpt4/cl100k_base)"); + } + + auto token_to_bytes = [&](const std::string& token_utf8) -> std::vector { + std::vector out; + auto cps = unicode_cpts_from_utf8(token_utf8); + out.reserve(cps.size()); + for (uint32_t cp : cps) { + const std::string one = unicode_cpt_to_utf8(cp); + out.push_back(unicode_utf8_to_byte(one)); + } + return out; + }; + + ByteVecRankMap mergeableRanks; + mergeableRanks.reserve((size_t)vocab.size()); + int max_id = -1; + + for (cv::FileNodeIterator it = vocab.begin(); it != vocab.end(); ++it) { + FileNode val = *it; + std::string token = val.name(); + if (skip_tokens.find(token) != skip_tokens.end()) continue; + int id = (int)val; + mergeableRanks.emplace(token_to_bytes(token), (uint32_t)id); + if (id > max_id) max_id = id; + } + + std::unordered_map specialTokens; + FileNode added = fs["added_tokens"]; + if (!added.empty()) { + for (auto it = added.begin(); it != added.end(); ++it) { + cv::FileNode t = *it; + bool special = false; t["special"] >> special; + int id = -1; t["id"] >> id; + std::string content; t["content"] >> content; + if (special && id >= 0 && !content.empty()) { + specialTokens.emplace(content, (uint32_t)id); + if (id > max_id) max_id = id; + } + } + } + + return CoreBPE(std::move(mergeableRanks), std::move(specialTokens), pattern); +} + +Tokenizer Tokenizer::load(const std::string& model_config) { + cv::FileStorage cfg(model_config, cv::FileStorage::READ | cv::FileStorage::FORMAT_JSON); + if (!cfg.isOpened()) + CV_Error(cv::Error::StsError, "Could not open config.json: " + model_config); + + std::string dir = model_config; + size_t pos = dir.find_last_of("/\\"); + dir = (pos == std::string::npos) ? std::string() : dir.substr(0, pos + 1); + + std::string methodType = "BPE"; + if (!cfg["method"].empty()) + cfg["method"] >> methodType; + + registerDefaultTokenizers(); + auto& reg = tokenizerRegistry(); + auto it = reg.find(methodType); + if (it == reg.end()) + CV_Error(cv::Error::StsError, + "Unsupported tokenizer method: '" + methodType + "'. Supported: BPE"); + + Tokenizer tok; + tok.impl_ = it->second(cfg, dir); + return tok; +} +CV__DNN_INLINE_NS_END +}} diff --git a/modules/dnn/src/tokenizer/unicode-data.cpp b/modules/dnn/src/tokenizer/unicode-data.cpp new file mode 100644 index 0000000000..7c5ef0b6ce --- /dev/null +++ b/modules/dnn/src/tokenizer/unicode-data.cpp @@ -0,0 +1,7039 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include "unicode-data.hpp" +#include +#include +#include +#include + +namespace cv { namespace dnn { + +const std::initializer_list> unicode_ranges_flags = { // start, flags // last=next_start-1 +{0x000000, 0x0080}, +{0x000020, 0x0008}, +{0x000021, 0x0020}, +{0x000024, 0x0040}, +{0x000025, 0x0020}, +{0x00002B, 0x0040}, +{0x00002C, 0x0020}, +{0x000030, 0x0002}, +{0x00003A, 0x0020}, +{0x00003C, 0x0040}, +{0x00003F, 0x0020}, +{0x000041, 0x0004}, +{0x00005B, 0x0020}, +{0x00005E, 0x0040}, +{0x00005F, 0x0020}, +{0x000060, 0x0040}, +{0x000061, 0x0004}, +{0x00007B, 0x0020}, +{0x00007C, 0x0040}, +{0x00007D, 0x0020}, +{0x00007E, 0x0040}, +{0x00007F, 0x0080}, +{0x0000A0, 0x0008}, +{0x0000A1, 0x0020}, +{0x0000A2, 0x0040}, +{0x0000A7, 0x0020}, +{0x0000A8, 0x0040}, +{0x0000AA, 0x0004}, +{0x0000AB, 0x0020}, +{0x0000AC, 0x0040}, +{0x0000AD, 0x0080}, +{0x0000AE, 0x0040}, +{0x0000B2, 0x0002}, +{0x0000B4, 0x0040}, +{0x0000B5, 0x0004}, +{0x0000B6, 0x0020}, +{0x0000B8, 0x0040}, +{0x0000B9, 0x0002}, +{0x0000BA, 0x0004}, +{0x0000BB, 0x0020}, +{0x0000BC, 0x0002}, +{0x0000BF, 0x0020}, +{0x0000C0, 0x0004}, +{0x0000D7, 0x0040}, +{0x0000D8, 0x0004}, +{0x0000F7, 0x0040}, +{0x0000F8, 0x0004}, +{0x0002C2, 0x0040}, +{0x0002C6, 0x0004}, +{0x0002D2, 0x0040}, +{0x0002E0, 0x0004}, +{0x0002E5, 0x0040}, +{0x0002EC, 0x0004}, +{0x0002ED, 0x0040}, +{0x0002EE, 0x0004}, +{0x0002EF, 0x0040}, +{0x000300, 0x0010}, +{0x000370, 0x0004}, +{0x000375, 0x0040}, +{0x000376, 0x0004}, +{0x000378, 0x0001}, +{0x00037A, 0x0004}, +{0x00037E, 0x0020}, +{0x00037F, 0x0004}, +{0x000380, 0x0001}, +{0x000384, 0x0040}, +{0x000386, 0x0004}, +{0x000387, 0x0020}, +{0x000388, 0x0004}, +{0x00038B, 0x0001}, +{0x00038C, 0x0004}, +{0x00038D, 0x0001}, +{0x00038E, 0x0004}, +{0x0003A2, 0x0001}, +{0x0003A3, 0x0004}, +{0x0003F6, 0x0040}, +{0x0003F7, 0x0004}, +{0x000482, 0x0040}, +{0x000483, 0x0010}, +{0x00048A, 0x0004}, +{0x000530, 0x0001}, +{0x000531, 0x0004}, +{0x000557, 0x0001}, +{0x000559, 0x0004}, +{0x00055A, 0x0020}, +{0x000560, 0x0004}, +{0x000589, 0x0020}, +{0x00058B, 0x0001}, +{0x00058D, 0x0040}, +{0x000590, 0x0001}, +{0x000591, 0x0010}, +{0x0005BE, 0x0020}, +{0x0005BF, 0x0010}, +{0x0005C0, 0x0020}, +{0x0005C1, 0x0010}, +{0x0005C3, 0x0020}, +{0x0005C4, 0x0010}, +{0x0005C6, 0x0020}, +{0x0005C7, 0x0010}, +{0x0005C8, 0x0001}, +{0x0005D0, 0x0004}, +{0x0005EB, 0x0001}, +{0x0005EF, 0x0004}, +{0x0005F3, 0x0020}, +{0x0005F5, 0x0001}, +{0x000600, 0x0080}, +{0x000606, 0x0040}, +{0x000609, 0x0020}, +{0x00060B, 0x0040}, +{0x00060C, 0x0020}, +{0x00060E, 0x0040}, +{0x000610, 0x0010}, +{0x00061B, 0x0020}, +{0x00061C, 0x0080}, +{0x00061D, 0x0020}, +{0x000620, 0x0004}, +{0x00064B, 0x0010}, +{0x000660, 0x0002}, +{0x00066A, 0x0020}, +{0x00066E, 0x0004}, +{0x000670, 0x0010}, +{0x000671, 0x0004}, +{0x0006D4, 0x0020}, +{0x0006D5, 0x0004}, +{0x0006D6, 0x0010}, +{0x0006DD, 0x0080}, +{0x0006DE, 0x0040}, +{0x0006DF, 0x0010}, +{0x0006E5, 0x0004}, +{0x0006E7, 0x0010}, +{0x0006E9, 0x0040}, +{0x0006EA, 0x0010}, +{0x0006EE, 0x0004}, +{0x0006F0, 0x0002}, +{0x0006FA, 0x0004}, +{0x0006FD, 0x0040}, +{0x0006FF, 0x0004}, +{0x000700, 0x0020}, +{0x00070E, 0x0001}, +{0x00070F, 0x0080}, +{0x000710, 0x0004}, +{0x000711, 0x0010}, +{0x000712, 0x0004}, +{0x000730, 0x0010}, +{0x00074B, 0x0001}, +{0x00074D, 0x0004}, +{0x0007A6, 0x0010}, +{0x0007B1, 0x0004}, +{0x0007B2, 0x0001}, +{0x0007C0, 0x0002}, +{0x0007CA, 0x0004}, +{0x0007EB, 0x0010}, +{0x0007F4, 0x0004}, +{0x0007F6, 0x0040}, +{0x0007F7, 0x0020}, +{0x0007FA, 0x0004}, +{0x0007FB, 0x0001}, +{0x0007FD, 0x0010}, +{0x0007FE, 0x0040}, +{0x000800, 0x0004}, +{0x000816, 0x0010}, +{0x00081A, 0x0004}, +{0x00081B, 0x0010}, +{0x000824, 0x0004}, +{0x000825, 0x0010}, +{0x000828, 0x0004}, +{0x000829, 0x0010}, +{0x00082E, 0x0001}, +{0x000830, 0x0020}, +{0x00083F, 0x0001}, +{0x000840, 0x0004}, +{0x000859, 0x0010}, +{0x00085C, 0x0001}, +{0x00085E, 0x0020}, +{0x00085F, 0x0001}, +{0x000860, 0x0004}, +{0x00086B, 0x0001}, +{0x000870, 0x0004}, +{0x000888, 0x0040}, +{0x000889, 0x0004}, +{0x00088F, 0x0001}, +{0x000890, 0x0080}, +{0x000892, 0x0001}, +{0x000898, 0x0010}, +{0x0008A0, 0x0004}, +{0x0008CA, 0x0010}, +{0x0008E2, 0x0080}, +{0x0008E3, 0x0010}, +{0x000904, 0x0004}, +{0x00093A, 0x0010}, +{0x00093D, 0x0004}, +{0x00093E, 0x0010}, +{0x000950, 0x0004}, +{0x000951, 0x0010}, +{0x000958, 0x0004}, +{0x000962, 0x0010}, +{0x000964, 0x0020}, +{0x000966, 0x0002}, +{0x000970, 0x0020}, +{0x000971, 0x0004}, +{0x000981, 0x0010}, +{0x000984, 0x0001}, +{0x000985, 0x0004}, +{0x00098D, 0x0001}, +{0x00098F, 0x0004}, +{0x000991, 0x0001}, +{0x000993, 0x0004}, +{0x0009A9, 0x0001}, +{0x0009AA, 0x0004}, +{0x0009B1, 0x0001}, +{0x0009B2, 0x0004}, +{0x0009B3, 0x0001}, +{0x0009B6, 0x0004}, +{0x0009BA, 0x0001}, +{0x0009BC, 0x0010}, +{0x0009BD, 0x0004}, +{0x0009BE, 0x0010}, +{0x0009C5, 0x0001}, +{0x0009C7, 0x0010}, +{0x0009C9, 0x0001}, +{0x0009CB, 0x0010}, +{0x0009CE, 0x0004}, +{0x0009CF, 0x0001}, +{0x0009D7, 0x0010}, +{0x0009D8, 0x0001}, +{0x0009DC, 0x0004}, +{0x0009DE, 0x0001}, +{0x0009DF, 0x0004}, +{0x0009E2, 0x0010}, +{0x0009E4, 0x0001}, +{0x0009E6, 0x0002}, +{0x0009F0, 0x0004}, +{0x0009F2, 0x0040}, +{0x0009F4, 0x0002}, +{0x0009FA, 0x0040}, +{0x0009FC, 0x0004}, +{0x0009FD, 0x0020}, +{0x0009FE, 0x0010}, +{0x0009FF, 0x0001}, +{0x000A01, 0x0010}, +{0x000A04, 0x0001}, +{0x000A05, 0x0004}, +{0x000A0B, 0x0001}, +{0x000A0F, 0x0004}, +{0x000A11, 0x0001}, +{0x000A13, 0x0004}, +{0x000A29, 0x0001}, +{0x000A2A, 0x0004}, +{0x000A31, 0x0001}, +{0x000A32, 0x0004}, +{0x000A34, 0x0001}, +{0x000A35, 0x0004}, +{0x000A37, 0x0001}, +{0x000A38, 0x0004}, +{0x000A3A, 0x0001}, +{0x000A3C, 0x0010}, +{0x000A3D, 0x0001}, +{0x000A3E, 0x0010}, +{0x000A43, 0x0001}, +{0x000A47, 0x0010}, +{0x000A49, 0x0001}, +{0x000A4B, 0x0010}, +{0x000A4E, 0x0001}, +{0x000A51, 0x0010}, +{0x000A52, 0x0001}, +{0x000A59, 0x0004}, +{0x000A5D, 0x0001}, +{0x000A5E, 0x0004}, +{0x000A5F, 0x0001}, +{0x000A66, 0x0002}, +{0x000A70, 0x0010}, +{0x000A72, 0x0004}, +{0x000A75, 0x0010}, +{0x000A76, 0x0020}, +{0x000A77, 0x0001}, +{0x000A81, 0x0010}, +{0x000A84, 0x0001}, +{0x000A85, 0x0004}, +{0x000A8E, 0x0001}, +{0x000A8F, 0x0004}, +{0x000A92, 0x0001}, +{0x000A93, 0x0004}, +{0x000AA9, 0x0001}, +{0x000AAA, 0x0004}, +{0x000AB1, 0x0001}, +{0x000AB2, 0x0004}, +{0x000AB4, 0x0001}, +{0x000AB5, 0x0004}, +{0x000ABA, 0x0001}, +{0x000ABC, 0x0010}, +{0x000ABD, 0x0004}, +{0x000ABE, 0x0010}, +{0x000AC6, 0x0001}, +{0x000AC7, 0x0010}, +{0x000ACA, 0x0001}, +{0x000ACB, 0x0010}, +{0x000ACE, 0x0001}, +{0x000AD0, 0x0004}, +{0x000AD1, 0x0001}, +{0x000AE0, 0x0004}, +{0x000AE2, 0x0010}, +{0x000AE4, 0x0001}, +{0x000AE6, 0x0002}, +{0x000AF0, 0x0020}, +{0x000AF1, 0x0040}, +{0x000AF2, 0x0001}, +{0x000AF9, 0x0004}, +{0x000AFA, 0x0010}, +{0x000B00, 0x0001}, +{0x000B01, 0x0010}, +{0x000B04, 0x0001}, +{0x000B05, 0x0004}, +{0x000B0D, 0x0001}, +{0x000B0F, 0x0004}, +{0x000B11, 0x0001}, +{0x000B13, 0x0004}, +{0x000B29, 0x0001}, +{0x000B2A, 0x0004}, +{0x000B31, 0x0001}, +{0x000B32, 0x0004}, +{0x000B34, 0x0001}, +{0x000B35, 0x0004}, +{0x000B3A, 0x0001}, +{0x000B3C, 0x0010}, +{0x000B3D, 0x0004}, +{0x000B3E, 0x0010}, +{0x000B45, 0x0001}, +{0x000B47, 0x0010}, +{0x000B49, 0x0001}, +{0x000B4B, 0x0010}, +{0x000B4E, 0x0001}, +{0x000B55, 0x0010}, +{0x000B58, 0x0001}, +{0x000B5C, 0x0004}, +{0x000B5E, 0x0001}, +{0x000B5F, 0x0004}, +{0x000B62, 0x0010}, +{0x000B64, 0x0001}, +{0x000B66, 0x0002}, +{0x000B70, 0x0040}, +{0x000B71, 0x0004}, +{0x000B72, 0x0002}, +{0x000B78, 0x0001}, +{0x000B82, 0x0010}, +{0x000B83, 0x0004}, +{0x000B84, 0x0001}, +{0x000B85, 0x0004}, +{0x000B8B, 0x0001}, +{0x000B8E, 0x0004}, +{0x000B91, 0x0001}, +{0x000B92, 0x0004}, +{0x000B96, 0x0001}, +{0x000B99, 0x0004}, +{0x000B9B, 0x0001}, +{0x000B9C, 0x0004}, +{0x000B9D, 0x0001}, +{0x000B9E, 0x0004}, +{0x000BA0, 0x0001}, +{0x000BA3, 0x0004}, +{0x000BA5, 0x0001}, +{0x000BA8, 0x0004}, +{0x000BAB, 0x0001}, +{0x000BAE, 0x0004}, +{0x000BBA, 0x0001}, +{0x000BBE, 0x0010}, +{0x000BC3, 0x0001}, +{0x000BC6, 0x0010}, +{0x000BC9, 0x0001}, +{0x000BCA, 0x0010}, +{0x000BCE, 0x0001}, +{0x000BD0, 0x0004}, +{0x000BD1, 0x0001}, +{0x000BD7, 0x0010}, +{0x000BD8, 0x0001}, +{0x000BE6, 0x0002}, +{0x000BF3, 0x0040}, +{0x000BFB, 0x0001}, +{0x000C00, 0x0010}, +{0x000C05, 0x0004}, +{0x000C0D, 0x0001}, +{0x000C0E, 0x0004}, +{0x000C11, 0x0001}, +{0x000C12, 0x0004}, +{0x000C29, 0x0001}, +{0x000C2A, 0x0004}, +{0x000C3A, 0x0001}, +{0x000C3C, 0x0010}, +{0x000C3D, 0x0004}, +{0x000C3E, 0x0010}, +{0x000C45, 0x0001}, +{0x000C46, 0x0010}, +{0x000C49, 0x0001}, +{0x000C4A, 0x0010}, +{0x000C4E, 0x0001}, +{0x000C55, 0x0010}, +{0x000C57, 0x0001}, +{0x000C58, 0x0004}, +{0x000C5B, 0x0001}, +{0x000C5D, 0x0004}, +{0x000C5E, 0x0001}, +{0x000C60, 0x0004}, +{0x000C62, 0x0010}, +{0x000C64, 0x0001}, +{0x000C66, 0x0002}, +{0x000C70, 0x0001}, +{0x000C77, 0x0020}, +{0x000C78, 0x0002}, +{0x000C7F, 0x0040}, +{0x000C80, 0x0004}, +{0x000C81, 0x0010}, +{0x000C84, 0x0020}, +{0x000C85, 0x0004}, +{0x000C8D, 0x0001}, +{0x000C8E, 0x0004}, +{0x000C91, 0x0001}, +{0x000C92, 0x0004}, +{0x000CA9, 0x0001}, +{0x000CAA, 0x0004}, +{0x000CB4, 0x0001}, +{0x000CB5, 0x0004}, +{0x000CBA, 0x0001}, +{0x000CBC, 0x0010}, +{0x000CBD, 0x0004}, +{0x000CBE, 0x0010}, +{0x000CC5, 0x0001}, +{0x000CC6, 0x0010}, +{0x000CC9, 0x0001}, +{0x000CCA, 0x0010}, +{0x000CCE, 0x0001}, +{0x000CD5, 0x0010}, +{0x000CD7, 0x0001}, +{0x000CDD, 0x0004}, +{0x000CDF, 0x0001}, +{0x000CE0, 0x0004}, +{0x000CE2, 0x0010}, +{0x000CE4, 0x0001}, +{0x000CE6, 0x0002}, +{0x000CF0, 0x0001}, +{0x000CF1, 0x0004}, +{0x000CF3, 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0x0004}, +{0x01E14F, 0x0040}, +{0x01E150, 0x0001}, +{0x01E290, 0x0004}, +{0x01E2AE, 0x0010}, +{0x01E2AF, 0x0001}, +{0x01E2C0, 0x0004}, +{0x01E2EC, 0x0010}, +{0x01E2F0, 0x0002}, +{0x01E2FA, 0x0001}, +{0x01E2FF, 0x0040}, +{0x01E300, 0x0001}, +{0x01E4D0, 0x0004}, +{0x01E4EC, 0x0010}, +{0x01E4F0, 0x0002}, +{0x01E4FA, 0x0001}, +{0x01E7E0, 0x0004}, +{0x01E7E7, 0x0001}, +{0x01E7E8, 0x0004}, +{0x01E7EC, 0x0001}, +{0x01E7ED, 0x0004}, +{0x01E7EF, 0x0001}, +{0x01E7F0, 0x0004}, +{0x01E7FF, 0x0001}, +{0x01E800, 0x0004}, +{0x01E8C5, 0x0001}, +{0x01E8C7, 0x0002}, +{0x01E8D0, 0x0010}, +{0x01E8D7, 0x0001}, +{0x01E900, 0x0004}, +{0x01E944, 0x0010}, +{0x01E94B, 0x0004}, +{0x01E94C, 0x0001}, +{0x01E950, 0x0002}, +{0x01E95A, 0x0001}, +{0x01E95E, 0x0020}, +{0x01E960, 0x0001}, +{0x01EC71, 0x0002}, +{0x01ECAC, 0x0040}, +{0x01ECAD, 0x0002}, +{0x01ECB0, 0x0040}, +{0x01ECB1, 0x0002}, +{0x01ECB5, 0x0001}, +{0x01ED01, 0x0002}, +{0x01ED2E, 0x0040}, +{0x01ED2F, 0x0002}, +{0x01ED3E, 0x0001}, +{0x01EE00, 0x0004}, +{0x01EE04, 0x0001}, +{0x01EE05, 0x0004}, +{0x01EE20, 0x0001}, +{0x01EE21, 0x0004}, +{0x01EE23, 0x0001}, +{0x01EE24, 0x0004}, +{0x01EE25, 0x0001}, +{0x01EE27, 0x0004}, +{0x01EE28, 0x0001}, +{0x01EE29, 0x0004}, +{0x01EE33, 0x0001}, +{0x01EE34, 0x0004}, +{0x01EE38, 0x0001}, +{0x01EE39, 0x0004}, +{0x01EE3A, 0x0001}, +{0x01EE3B, 0x0004}, +{0x01EE3C, 0x0001}, +{0x01EE42, 0x0004}, +{0x01EE43, 0x0001}, +{0x01EE47, 0x0004}, +{0x01EE48, 0x0001}, +{0x01EE49, 0x0004}, +{0x01EE4A, 0x0001}, +{0x01EE4B, 0x0004}, +{0x01EE4C, 0x0001}, +{0x01EE4D, 0x0004}, +{0x01EE50, 0x0001}, +{0x01EE51, 0x0004}, +{0x01EE53, 0x0001}, +{0x01EE54, 0x0004}, +{0x01EE55, 0x0001}, +{0x01EE57, 0x0004}, +{0x01EE58, 0x0001}, +{0x01EE59, 0x0004}, +{0x01EE5A, 0x0001}, +{0x01EE5B, 0x0004}, +{0x01EE5C, 0x0001}, +{0x01EE5D, 0x0004}, +{0x01EE5E, 0x0001}, +{0x01EE5F, 0x0004}, +{0x01EE60, 0x0001}, +{0x01EE61, 0x0004}, +{0x01EE63, 0x0001}, +{0x01EE64, 0x0004}, +{0x01EE65, 0x0001}, +{0x01EE67, 0x0004}, +{0x01EE6B, 0x0001}, +{0x01EE6C, 0x0004}, +{0x01EE73, 0x0001}, +{0x01EE74, 0x0004}, +{0x01EE78, 0x0001}, +{0x01EE79, 0x0004}, +{0x01EE7D, 0x0001}, +{0x01EE7E, 0x0004}, +{0x01EE7F, 0x0001}, +{0x01EE80, 0x0004}, +{0x01EE8A, 0x0001}, +{0x01EE8B, 0x0004}, +{0x01EE9C, 0x0001}, +{0x01EEA1, 0x0004}, +{0x01EEA4, 0x0001}, +{0x01EEA5, 0x0004}, +{0x01EEAA, 0x0001}, +{0x01EEAB, 0x0004}, +{0x01EEBC, 0x0001}, +{0x01EEF0, 0x0040}, +{0x01EEF2, 0x0001}, +{0x01F000, 0x0040}, +{0x01F02C, 0x0001}, +{0x01F030, 0x0040}, +{0x01F094, 0x0001}, +{0x01F0A0, 0x0040}, +{0x01F0AF, 0x0001}, +{0x01F0B1, 0x0040}, +{0x01F0C0, 0x0001}, +{0x01F0C1, 0x0040}, +{0x01F0D0, 0x0001}, +{0x01F0D1, 0x0040}, +{0x01F0F6, 0x0001}, +{0x01F100, 0x0002}, +{0x01F10D, 0x0040}, +{0x01F1AE, 0x0001}, +{0x01F1E6, 0x0040}, +{0x01F203, 0x0001}, +{0x01F210, 0x0040}, +{0x01F23C, 0x0001}, +{0x01F240, 0x0040}, +{0x01F249, 0x0001}, +{0x01F250, 0x0040}, +{0x01F252, 0x0001}, +{0x01F260, 0x0040}, +{0x01F266, 0x0001}, +{0x01F300, 0x0040}, +{0x01F6D8, 0x0001}, +{0x01F6DC, 0x0040}, +{0x01F6ED, 0x0001}, +{0x01F6F0, 0x0040}, +{0x01F6FD, 0x0001}, +{0x01F700, 0x0040}, +{0x01F777, 0x0001}, +{0x01F77B, 0x0040}, +{0x01F7DA, 0x0001}, +{0x01F7E0, 0x0040}, +{0x01F7EC, 0x0001}, +{0x01F7F0, 0x0040}, +{0x01F7F1, 0x0001}, +{0x01F800, 0x0040}, +{0x01F80C, 0x0001}, +{0x01F810, 0x0040}, +{0x01F848, 0x0001}, +{0x01F850, 0x0040}, +{0x01F85A, 0x0001}, +{0x01F860, 0x0040}, +{0x01F888, 0x0001}, +{0x01F890, 0x0040}, +{0x01F8AE, 0x0001}, +{0x01F8B0, 0x0040}, +{0x01F8B2, 0x0001}, +{0x01F900, 0x0040}, +{0x01FA54, 0x0001}, +{0x01FA60, 0x0040}, +{0x01FA6E, 0x0001}, +{0x01FA70, 0x0040}, +{0x01FA7D, 0x0001}, +{0x01FA80, 0x0040}, +{0x01FA89, 0x0001}, +{0x01FA90, 0x0040}, +{0x01FABE, 0x0001}, +{0x01FABF, 0x0040}, +{0x01FAC6, 0x0001}, +{0x01FACE, 0x0040}, +{0x01FADC, 0x0001}, +{0x01FAE0, 0x0040}, +{0x01FAE9, 0x0001}, +{0x01FAF0, 0x0040}, +{0x01FAF9, 0x0001}, +{0x01FB00, 0x0040}, +{0x01FB93, 0x0001}, +{0x01FB94, 0x0040}, +{0x01FBCB, 0x0001}, +{0x01FBF0, 0x0002}, +{0x01FBFA, 0x0001}, +{0x020000, 0x0004}, +{0x02A6E0, 0x0001}, +{0x02A700, 0x0004}, +{0x02B73A, 0x0001}, +{0x02B740, 0x0004}, +{0x02B81E, 0x0001}, +{0x02B820, 0x0004}, +{0x02CEA2, 0x0001}, +{0x02CEB0, 0x0004}, +{0x02EBE1, 0x0001}, +{0x02EBF0, 0x0004}, +{0x02EE5E, 0x0001}, +{0x02F800, 0x0004}, +{0x02FA1E, 0x0001}, +{0x030000, 0x0004}, +{0x03134B, 0x0001}, +{0x031350, 0x0004}, +{0x0323B0, 0x0001}, +{0x0E0001, 0x0080}, +{0x0E0002, 0x0001}, +{0x0E0020, 0x0080}, +{0x0E0080, 0x0001}, +{0x0E0100, 0x0010}, +{0x0E01F0, 0x0001}, +{0x0F0000, 0x0080}, +{0x0FFFFE, 0x0001}, +{0x100000, 0x0080}, +{0x10FFFE, 0x0001}, +{0x110000, 0x0000}, +}; + +const std::unordered_set unicode_set_whitespace = { +0x000009, +0x00000A, +0x00000B, +0x00000C, +0x00000D, +0x000020, +0x000085, +0x0000A0, +0x001680, +0x002000, +0x002001, +0x002002, +0x002003, +0x002004, +0x002005, +0x002006, +0x002007, +0x002008, +0x002009, +0x00200A, +0x002028, +0x002029, +0x00202F, +0x00205F, +0x003000, +}; + +// list is always in ascending order, to enable binary search +const std::initializer_list> unicode_map_lowercase = { +{0x000041, 0x000061}, +{0x000042, 0x000062}, +{0x000043, 0x000063}, +{0x000044, 0x000064}, +{0x000045, 0x000065}, +{0x000046, 0x000066}, +{0x000047, 0x000067}, +{0x000048, 0x000068}, +{0x000049, 0x000069}, +{0x00004A, 0x00006A}, +{0x00004B, 0x00006B}, +{0x00004C, 0x00006C}, +{0x00004D, 0x00006D}, +{0x00004E, 0x00006E}, +{0x00004F, 0x00006F}, +{0x000050, 0x000070}, +{0x000051, 0x000071}, +{0x000052, 0x000072}, +{0x000053, 0x000073}, +{0x000054, 0x000074}, +{0x000055, 0x000075}, +{0x000056, 0x000076}, +{0x000057, 0x000077}, +{0x000058, 0x000078}, +{0x000059, 0x000079}, +{0x00005A, 0x00007A}, +{0x0000C0, 0x0000E0}, +{0x0000C1, 0x0000E1}, +{0x0000C2, 0x0000E2}, +{0x0000C3, 0x0000E3}, +{0x0000C4, 0x0000E4}, +{0x0000C5, 0x0000E5}, +{0x0000C6, 0x0000E6}, +{0x0000C7, 0x0000E7}, +{0x0000C8, 0x0000E8}, +{0x0000C9, 0x0000E9}, +{0x0000CA, 0x0000EA}, +{0x0000CB, 0x0000EB}, +{0x0000CC, 0x0000EC}, +{0x0000CD, 0x0000ED}, +{0x0000CE, 0x0000EE}, +{0x0000CF, 0x0000EF}, +{0x0000D0, 0x0000F0}, +{0x0000D1, 0x0000F1}, +{0x0000D2, 0x0000F2}, +{0x0000D3, 0x0000F3}, +{0x0000D4, 0x0000F4}, +{0x0000D5, 0x0000F5}, +{0x0000D6, 0x0000F6}, +{0x0000D8, 0x0000F8}, +{0x0000D9, 0x0000F9}, +{0x0000DA, 0x0000FA}, +{0x0000DB, 0x0000FB}, +{0x0000DC, 0x0000FC}, +{0x0000DD, 0x0000FD}, +{0x0000DE, 0x0000FE}, +{0x000100, 0x000101}, +{0x000102, 0x000103}, +{0x000104, 0x000105}, +{0x000106, 0x000107}, +{0x000108, 0x000109}, +{0x00010A, 0x00010B}, +{0x00010C, 0x00010D}, +{0x00010E, 0x00010F}, +{0x000110, 0x000111}, +{0x000112, 0x000113}, +{0x000114, 0x000115}, +{0x000116, 0x000117}, +{0x000118, 0x000119}, +{0x00011A, 0x00011B}, +{0x00011C, 0x00011D}, +{0x00011E, 0x00011F}, +{0x000120, 0x000121}, +{0x000122, 0x000123}, +{0x000124, 0x000125}, +{0x000126, 0x000127}, +{0x000128, 0x000129}, +{0x00012A, 0x00012B}, +{0x00012C, 0x00012D}, +{0x00012E, 0x00012F}, +{0x000130, 0x000069}, +{0x000132, 0x000133}, +{0x000134, 0x000135}, +{0x000136, 0x000137}, +{0x000139, 0x00013A}, +{0x00013B, 0x00013C}, +{0x00013D, 0x00013E}, +{0x00013F, 0x000140}, +{0x000141, 0x000142}, +{0x000143, 0x000144}, +{0x000145, 0x000146}, +{0x000147, 0x000148}, +{0x00014A, 0x00014B}, +{0x00014C, 0x00014D}, +{0x00014E, 0x00014F}, +{0x000150, 0x000151}, +{0x000152, 0x000153}, +{0x000154, 0x000155}, +{0x000156, 0x000157}, +{0x000158, 0x000159}, +{0x00015A, 0x00015B}, +{0x00015C, 0x00015D}, +{0x00015E, 0x00015F}, +{0x000160, 0x000161}, +{0x000162, 0x000163}, +{0x000164, 0x000165}, +{0x000166, 0x000167}, +{0x000168, 0x000169}, +{0x00016A, 0x00016B}, +{0x00016C, 0x00016D}, +{0x00016E, 0x00016F}, +{0x000170, 0x000171}, +{0x000172, 0x000173}, +{0x000174, 0x000175}, +{0x000176, 0x000177}, +{0x000178, 0x0000FF}, +{0x000179, 0x00017A}, +{0x00017B, 0x00017C}, +{0x00017D, 0x00017E}, +{0x000181, 0x000253}, +{0x000182, 0x000183}, +{0x000184, 0x000185}, +{0x000186, 0x000254}, +{0x000187, 0x000188}, +{0x000189, 0x000256}, +{0x00018A, 0x000257}, +{0x00018B, 0x00018C}, +{0x00018E, 0x0001DD}, +{0x00018F, 0x000259}, +{0x000190, 0x00025B}, +{0x000191, 0x000192}, +{0x000193, 0x000260}, +{0x000194, 0x000263}, +{0x000196, 0x000269}, +{0x000197, 0x000268}, +{0x000198, 0x000199}, +{0x00019C, 0x00026F}, +{0x00019D, 0x000272}, +{0x00019F, 0x000275}, +{0x0001A0, 0x0001A1}, +{0x0001A2, 0x0001A3}, +{0x0001A4, 0x0001A5}, +{0x0001A6, 0x000280}, +{0x0001A7, 0x0001A8}, +{0x0001A9, 0x000283}, +{0x0001AC, 0x0001AD}, +{0x0001AE, 0x000288}, +{0x0001AF, 0x0001B0}, +{0x0001B1, 0x00028A}, +{0x0001B2, 0x00028B}, +{0x0001B3, 0x0001B4}, +{0x0001B5, 0x0001B6}, +{0x0001B7, 0x000292}, +{0x0001B8, 0x0001B9}, +{0x0001BC, 0x0001BD}, +{0x0001C4, 0x0001C6}, +{0x0001C5, 0x0001C6}, +{0x0001C7, 0x0001C9}, +{0x0001C8, 0x0001C9}, +{0x0001CA, 0x0001CC}, +{0x0001CB, 0x0001CC}, +{0x0001CD, 0x0001CE}, +{0x0001CF, 0x0001D0}, +{0x0001D1, 0x0001D2}, +{0x0001D3, 0x0001D4}, +{0x0001D5, 0x0001D6}, +{0x0001D7, 0x0001D8}, +{0x0001D9, 0x0001DA}, +{0x0001DB, 0x0001DC}, +{0x0001DE, 0x0001DF}, +{0x0001E0, 0x0001E1}, +{0x0001E2, 0x0001E3}, +{0x0001E4, 0x0001E5}, +{0x0001E6, 0x0001E7}, +{0x0001E8, 0x0001E9}, +{0x0001EA, 0x0001EB}, +{0x0001EC, 0x0001ED}, +{0x0001EE, 0x0001EF}, +{0x0001F1, 0x0001F3}, +{0x0001F2, 0x0001F3}, +{0x0001F4, 0x0001F5}, +{0x0001F6, 0x000195}, +{0x0001F7, 0x0001BF}, +{0x0001F8, 0x0001F9}, +{0x0001FA, 0x0001FB}, +{0x0001FC, 0x0001FD}, +{0x0001FE, 0x0001FF}, +{0x000200, 0x000201}, +{0x000202, 0x000203}, +{0x000204, 0x000205}, +{0x000206, 0x000207}, +{0x000208, 0x000209}, +{0x00020A, 0x00020B}, +{0x00020C, 0x00020D}, +{0x00020E, 0x00020F}, +{0x000210, 0x000211}, +{0x000212, 0x000213}, +{0x000214, 0x000215}, +{0x000216, 0x000217}, +{0x000218, 0x000219}, +{0x00021A, 0x00021B}, +{0x00021C, 0x00021D}, +{0x00021E, 0x00021F}, +{0x000220, 0x00019E}, +{0x000222, 0x000223}, +{0x000224, 0x000225}, +{0x000226, 0x000227}, +{0x000228, 0x000229}, +{0x00022A, 0x00022B}, +{0x00022C, 0x00022D}, +{0x00022E, 0x00022F}, +{0x000230, 0x000231}, +{0x000232, 0x000233}, +{0x00023A, 0x002C65}, +{0x00023B, 0x00023C}, +{0x00023D, 0x00019A}, +{0x00023E, 0x002C66}, +{0x000241, 0x000242}, +{0x000243, 0x000180}, +{0x000244, 0x000289}, +{0x000245, 0x00028C}, +{0x000246, 0x000247}, +{0x000248, 0x000249}, +{0x00024A, 0x00024B}, +{0x00024C, 0x00024D}, +{0x00024E, 0x00024F}, +{0x000370, 0x000371}, +{0x000372, 0x000373}, +{0x000376, 0x000377}, +{0x00037F, 0x0003F3}, +{0x000386, 0x0003AC}, +{0x000388, 0x0003AD}, +{0x000389, 0x0003AE}, +{0x00038A, 0x0003AF}, +{0x00038C, 0x0003CC}, +{0x00038E, 0x0003CD}, +{0x00038F, 0x0003CE}, +{0x000391, 0x0003B1}, +{0x000392, 0x0003B2}, +{0x000393, 0x0003B3}, +{0x000394, 0x0003B4}, +{0x000395, 0x0003B5}, +{0x000396, 0x0003B6}, +{0x000397, 0x0003B7}, +{0x000398, 0x0003B8}, +{0x000399, 0x0003B9}, +{0x00039A, 0x0003BA}, +{0x00039B, 0x0003BB}, +{0x00039C, 0x0003BC}, +{0x00039D, 0x0003BD}, +{0x00039E, 0x0003BE}, +{0x00039F, 0x0003BF}, +{0x0003A0, 0x0003C0}, +{0x0003A1, 0x0003C1}, +{0x0003A3, 0x0003C3}, +{0x0003A4, 0x0003C4}, +{0x0003A5, 0x0003C5}, +{0x0003A6, 0x0003C6}, +{0x0003A7, 0x0003C7}, +{0x0003A8, 0x0003C8}, +{0x0003A9, 0x0003C9}, +{0x0003AA, 0x0003CA}, +{0x0003AB, 0x0003CB}, +{0x0003CF, 0x0003D7}, +{0x0003D8, 0x0003D9}, +{0x0003DA, 0x0003DB}, +{0x0003DC, 0x0003DD}, +{0x0003DE, 0x0003DF}, +{0x0003E0, 0x0003E1}, +{0x0003E2, 0x0003E3}, +{0x0003E4, 0x0003E5}, +{0x0003E6, 0x0003E7}, +{0x0003E8, 0x0003E9}, +{0x0003EA, 0x0003EB}, +{0x0003EC, 0x0003ED}, +{0x0003EE, 0x0003EF}, +{0x0003F4, 0x0003B8}, +{0x0003F7, 0x0003F8}, +{0x0003F9, 0x0003F2}, +{0x0003FA, 0x0003FB}, +{0x0003FD, 0x00037B}, +{0x0003FE, 0x00037C}, +{0x0003FF, 0x00037D}, +{0x000400, 0x000450}, +{0x000401, 0x000451}, +{0x000402, 0x000452}, +{0x000403, 0x000453}, +{0x000404, 0x000454}, +{0x000405, 0x000455}, +{0x000406, 0x000456}, +{0x000407, 0x000457}, +{0x000408, 0x000458}, +{0x000409, 0x000459}, +{0x00040A, 0x00045A}, +{0x00040B, 0x00045B}, +{0x00040C, 0x00045C}, +{0x00040D, 0x00045D}, +{0x00040E, 0x00045E}, +{0x00040F, 0x00045F}, +{0x000410, 0x000430}, +{0x000411, 0x000431}, +{0x000412, 0x000432}, +{0x000413, 0x000433}, +{0x000414, 0x000434}, +{0x000415, 0x000435}, +{0x000416, 0x000436}, +{0x000417, 0x000437}, +{0x000418, 0x000438}, +{0x000419, 0x000439}, +{0x00041A, 0x00043A}, +{0x00041B, 0x00043B}, +{0x00041C, 0x00043C}, +{0x00041D, 0x00043D}, +{0x00041E, 0x00043E}, +{0x00041F, 0x00043F}, +{0x000420, 0x000440}, +{0x000421, 0x000441}, +{0x000422, 0x000442}, +{0x000423, 0x000443}, +{0x000424, 0x000444}, +{0x000425, 0x000445}, +{0x000426, 0x000446}, +{0x000427, 0x000447}, +{0x000428, 0x000448}, +{0x000429, 0x000449}, +{0x00042A, 0x00044A}, +{0x00042B, 0x00044B}, +{0x00042C, 0x00044C}, +{0x00042D, 0x00044D}, +{0x00042E, 0x00044E}, +{0x00042F, 0x00044F}, +{0x000460, 0x000461}, +{0x000462, 0x000463}, +{0x000464, 0x000465}, +{0x000466, 0x000467}, +{0x000468, 0x000469}, +{0x00046A, 0x00046B}, +{0x00046C, 0x00046D}, +{0x00046E, 0x00046F}, +{0x000470, 0x000471}, +{0x000472, 0x000473}, +{0x000474, 0x000475}, +{0x000476, 0x000477}, +{0x000478, 0x000479}, +{0x00047A, 0x00047B}, +{0x00047C, 0x00047D}, +{0x00047E, 0x00047F}, +{0x000480, 0x000481}, +{0x00048A, 0x00048B}, +{0x00048C, 0x00048D}, +{0x00048E, 0x00048F}, +{0x000490, 0x000491}, +{0x000492, 0x000493}, +{0x000494, 0x000495}, +{0x000496, 0x000497}, +{0x000498, 0x000499}, +{0x00049A, 0x00049B}, +{0x00049C, 0x00049D}, +{0x00049E, 0x00049F}, +{0x0004A0, 0x0004A1}, +{0x0004A2, 0x0004A3}, +{0x0004A4, 0x0004A5}, +{0x0004A6, 0x0004A7}, +{0x0004A8, 0x0004A9}, +{0x0004AA, 0x0004AB}, +{0x0004AC, 0x0004AD}, +{0x0004AE, 0x0004AF}, +{0x0004B0, 0x0004B1}, +{0x0004B2, 0x0004B3}, +{0x0004B4, 0x0004B5}, +{0x0004B6, 0x0004B7}, +{0x0004B8, 0x0004B9}, +{0x0004BA, 0x0004BB}, +{0x0004BC, 0x0004BD}, +{0x0004BE, 0x0004BF}, +{0x0004C0, 0x0004CF}, +{0x0004C1, 0x0004C2}, +{0x0004C3, 0x0004C4}, +{0x0004C5, 0x0004C6}, +{0x0004C7, 0x0004C8}, +{0x0004C9, 0x0004CA}, +{0x0004CB, 0x0004CC}, +{0x0004CD, 0x0004CE}, +{0x0004D0, 0x0004D1}, +{0x0004D2, 0x0004D3}, +{0x0004D4, 0x0004D5}, +{0x0004D6, 0x0004D7}, +{0x0004D8, 0x0004D9}, +{0x0004DA, 0x0004DB}, 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0x010CD2}, +{0x010C93, 0x010CD3}, +{0x010C94, 0x010CD4}, +{0x010C95, 0x010CD5}, +{0x010C96, 0x010CD6}, +{0x010C97, 0x010CD7}, +{0x010C98, 0x010CD8}, +{0x010C99, 0x010CD9}, +{0x010C9A, 0x010CDA}, +{0x010C9B, 0x010CDB}, +{0x010C9C, 0x010CDC}, +{0x010C9D, 0x010CDD}, +{0x010C9E, 0x010CDE}, +{0x010C9F, 0x010CDF}, +{0x010CA0, 0x010CE0}, +{0x010CA1, 0x010CE1}, +{0x010CA2, 0x010CE2}, +{0x010CA3, 0x010CE3}, +{0x010CA4, 0x010CE4}, +{0x010CA5, 0x010CE5}, +{0x010CA6, 0x010CE6}, +{0x010CA7, 0x010CE7}, +{0x010CA8, 0x010CE8}, +{0x010CA9, 0x010CE9}, +{0x010CAA, 0x010CEA}, +{0x010CAB, 0x010CEB}, +{0x010CAC, 0x010CEC}, +{0x010CAD, 0x010CED}, +{0x010CAE, 0x010CEE}, +{0x010CAF, 0x010CEF}, +{0x010CB0, 0x010CF0}, +{0x010CB1, 0x010CF1}, +{0x010CB2, 0x010CF2}, +{0x0118A0, 0x0118C0}, +{0x0118A1, 0x0118C1}, +{0x0118A2, 0x0118C2}, +{0x0118A3, 0x0118C3}, +{0x0118A4, 0x0118C4}, +{0x0118A5, 0x0118C5}, +{0x0118A6, 0x0118C6}, +{0x0118A7, 0x0118C7}, +{0x0118A8, 0x0118C8}, +{0x0118A9, 0x0118C9}, +{0x0118AA, 0x0118CA}, +{0x0118AB, 0x0118CB}, +{0x0118AC, 0x0118CC}, +{0x0118AD, 0x0118CD}, +{0x0118AE, 0x0118CE}, +{0x0118AF, 0x0118CF}, +{0x0118B0, 0x0118D0}, +{0x0118B1, 0x0118D1}, +{0x0118B2, 0x0118D2}, +{0x0118B3, 0x0118D3}, +{0x0118B4, 0x0118D4}, +{0x0118B5, 0x0118D5}, +{0x0118B6, 0x0118D6}, +{0x0118B7, 0x0118D7}, +{0x0118B8, 0x0118D8}, +{0x0118B9, 0x0118D9}, +{0x0118BA, 0x0118DA}, +{0x0118BB, 0x0118DB}, +{0x0118BC, 0x0118DC}, +{0x0118BD, 0x0118DD}, +{0x0118BE, 0x0118DE}, +{0x0118BF, 0x0118DF}, +{0x016E40, 0x016E60}, +{0x016E41, 0x016E61}, +{0x016E42, 0x016E62}, +{0x016E43, 0x016E63}, +{0x016E44, 0x016E64}, +{0x016E45, 0x016E65}, +{0x016E46, 0x016E66}, +{0x016E47, 0x016E67}, +{0x016E48, 0x016E68}, +{0x016E49, 0x016E69}, +{0x016E4A, 0x016E6A}, +{0x016E4B, 0x016E6B}, +{0x016E4C, 0x016E6C}, +{0x016E4D, 0x016E6D}, +{0x016E4E, 0x016E6E}, +{0x016E4F, 0x016E6F}, +{0x016E50, 0x016E70}, +{0x016E51, 0x016E71}, +{0x016E52, 0x016E72}, +{0x016E53, 0x016E73}, +{0x016E54, 0x016E74}, +{0x016E55, 0x016E75}, +{0x016E56, 0x016E76}, +{0x016E57, 0x016E77}, +{0x016E58, 0x016E78}, +{0x016E59, 0x016E79}, +{0x016E5A, 0x016E7A}, +{0x016E5B, 0x016E7B}, +{0x016E5C, 0x016E7C}, +{0x016E5D, 0x016E7D}, +{0x016E5E, 0x016E7E}, +{0x016E5F, 0x016E7F}, +{0x01E900, 0x01E922}, +{0x01E901, 0x01E923}, +{0x01E902, 0x01E924}, +{0x01E903, 0x01E925}, +{0x01E904, 0x01E926}, +{0x01E905, 0x01E927}, +{0x01E906, 0x01E928}, +{0x01E907, 0x01E929}, +{0x01E908, 0x01E92A}, +{0x01E909, 0x01E92B}, +{0x01E90A, 0x01E92C}, +{0x01E90B, 0x01E92D}, +{0x01E90C, 0x01E92E}, +{0x01E90D, 0x01E92F}, +{0x01E90E, 0x01E930}, +{0x01E90F, 0x01E931}, +{0x01E910, 0x01E932}, +{0x01E911, 0x01E933}, +{0x01E912, 0x01E934}, +{0x01E913, 0x01E935}, +{0x01E914, 0x01E936}, +{0x01E915, 0x01E937}, +{0x01E916, 0x01E938}, +{0x01E917, 0x01E939}, +{0x01E918, 0x01E93A}, +{0x01E919, 0x01E93B}, +{0x01E91A, 0x01E93C}, +{0x01E91B, 0x01E93D}, +{0x01E91C, 0x01E93E}, +{0x01E91D, 0x01E93F}, +{0x01E91E, 0x01E940}, +{0x01E91F, 0x01E941}, +{0x01E920, 0x01E942}, +{0x01E921, 0x01E943}, +}; + +// list is always in ascending order, to enable binary search +const std::initializer_list> unicode_map_uppercase = { +{0x000061, 0x000041}, +{0x000062, 0x000042}, +{0x000063, 0x000043}, +{0x000064, 0x000044}, +{0x000065, 0x000045}, +{0x000066, 0x000046}, +{0x000067, 0x000047}, +{0x000068, 0x000048}, +{0x000069, 0x000049}, +{0x00006A, 0x00004A}, +{0x00006B, 0x00004B}, +{0x00006C, 0x00004C}, +{0x00006D, 0x00004D}, +{0x00006E, 0x00004E}, +{0x00006F, 0x00004F}, +{0x000070, 0x000050}, +{0x000071, 0x000051}, +{0x000072, 0x000052}, +{0x000073, 0x000053}, +{0x000074, 0x000054}, +{0x000075, 0x000055}, +{0x000076, 0x000056}, +{0x000077, 0x000057}, +{0x000078, 0x000058}, +{0x000079, 0x000059}, +{0x00007A, 0x00005A}, +{0x0000B5, 0x00039C}, +{0x0000E0, 0x0000C0}, +{0x0000E1, 0x0000C1}, +{0x0000E2, 0x0000C2}, +{0x0000E3, 0x0000C3}, +{0x0000E4, 0x0000C4}, +{0x0000E5, 0x0000C5}, +{0x0000E6, 0x0000C6}, +{0x0000E7, 0x0000C7}, +{0x0000E8, 0x0000C8}, +{0x0000E9, 0x0000C9}, +{0x0000EA, 0x0000CA}, +{0x0000EB, 0x0000CB}, +{0x0000EC, 0x0000CC}, +{0x0000ED, 0x0000CD}, +{0x0000EE, 0x0000CE}, +{0x0000EF, 0x0000CF}, +{0x0000F0, 0x0000D0}, +{0x0000F1, 0x0000D1}, +{0x0000F2, 0x0000D2}, +{0x0000F3, 0x0000D3}, +{0x0000F4, 0x0000D4}, +{0x0000F5, 0x0000D5}, +{0x0000F6, 0x0000D6}, +{0x0000F8, 0x0000D8}, +{0x0000F9, 0x0000D9}, +{0x0000FA, 0x0000DA}, +{0x0000FB, 0x0000DB}, +{0x0000FC, 0x0000DC}, +{0x0000FD, 0x0000DD}, +{0x0000FE, 0x0000DE}, +{0x0000FF, 0x000178}, +{0x000101, 0x000100}, +{0x000103, 0x000102}, +{0x000105, 0x000104}, +{0x000107, 0x000106}, +{0x000109, 0x000108}, +{0x00010B, 0x00010A}, +{0x00010D, 0x00010C}, +{0x00010F, 0x00010E}, +{0x000111, 0x000110}, +{0x000113, 0x000112}, +{0x000115, 0x000114}, +{0x000117, 0x000116}, +{0x000119, 0x000118}, +{0x00011B, 0x00011A}, +{0x00011D, 0x00011C}, +{0x00011F, 0x00011E}, +{0x000121, 0x000120}, +{0x000123, 0x000122}, +{0x000125, 0x000124}, +{0x000127, 0x000126}, +{0x000129, 0x000128}, +{0x00012B, 0x00012A}, +{0x00012D, 0x00012C}, +{0x00012F, 0x00012E}, +{0x000131, 0x000049}, +{0x000133, 0x000132}, +{0x000135, 0x000134}, +{0x000137, 0x000136}, +{0x00013A, 0x000139}, +{0x00013C, 0x00013B}, +{0x00013E, 0x00013D}, +{0x000140, 0x00013F}, +{0x000142, 0x000141}, +{0x000144, 0x000143}, +{0x000146, 0x000145}, +{0x000148, 0x000147}, +{0x00014B, 0x00014A}, +{0x00014D, 0x00014C}, +{0x00014F, 0x00014E}, +{0x000151, 0x000150}, +{0x000153, 0x000152}, +{0x000155, 0x000154}, +{0x000157, 0x000156}, +{0x000159, 0x000158}, +{0x00015B, 0x00015A}, +{0x00015D, 0x00015C}, +{0x00015F, 0x00015E}, +{0x000161, 0x000160}, +{0x000163, 0x000162}, +{0x000165, 0x000164}, +{0x000167, 0x000166}, +{0x000169, 0x000168}, +{0x00016B, 0x00016A}, +{0x00016D, 0x00016C}, +{0x00016F, 0x00016E}, +{0x000171, 0x000170}, +{0x000173, 0x000172}, +{0x000175, 0x000174}, +{0x000177, 0x000176}, +{0x00017A, 0x000179}, +{0x00017C, 0x00017B}, +{0x00017E, 0x00017D}, +{0x00017F, 0x000053}, +{0x000180, 0x000243}, +{0x000183, 0x000182}, +{0x000185, 0x000184}, +{0x000188, 0x000187}, +{0x00018C, 0x00018B}, +{0x000192, 0x000191}, +{0x000195, 0x0001F6}, +{0x000199, 0x000198}, +{0x00019A, 0x00023D}, +{0x00019E, 0x000220}, +{0x0001A1, 0x0001A0}, +{0x0001A3, 0x0001A2}, +{0x0001A5, 0x0001A4}, +{0x0001A8, 0x0001A7}, +{0x0001AD, 0x0001AC}, +{0x0001B0, 0x0001AF}, +{0x0001B4, 0x0001B3}, +{0x0001B6, 0x0001B5}, +{0x0001B9, 0x0001B8}, +{0x0001BD, 0x0001BC}, +{0x0001BF, 0x0001F7}, +{0x0001C5, 0x0001C4}, +{0x0001C6, 0x0001C4}, +{0x0001C8, 0x0001C7}, +{0x0001C9, 0x0001C7}, +{0x0001CB, 0x0001CA}, +{0x0001CC, 0x0001CA}, +{0x0001CE, 0x0001CD}, +{0x0001D0, 0x0001CF}, +{0x0001D2, 0x0001D1}, +{0x0001D4, 0x0001D3}, +{0x0001D6, 0x0001D5}, +{0x0001D8, 0x0001D7}, +{0x0001DA, 0x0001D9}, +{0x0001DC, 0x0001DB}, +{0x0001DD, 0x00018E}, +{0x0001DF, 0x0001DE}, +{0x0001E1, 0x0001E0}, +{0x0001E3, 0x0001E2}, +{0x0001E5, 0x0001E4}, +{0x0001E7, 0x0001E6}, +{0x0001E9, 0x0001E8}, +{0x0001EB, 0x0001EA}, +{0x0001ED, 0x0001EC}, +{0x0001EF, 0x0001EE}, +{0x0001F2, 0x0001F1}, +{0x0001F3, 0x0001F1}, +{0x0001F5, 0x0001F4}, +{0x0001F9, 0x0001F8}, +{0x0001FB, 0x0001FA}, +{0x0001FD, 0x0001FC}, +{0x0001FF, 0x0001FE}, +{0x000201, 0x000200}, +{0x000203, 0x000202}, +{0x000205, 0x000204}, +{0x000207, 0x000206}, +{0x000209, 0x000208}, +{0x00020B, 0x00020A}, +{0x00020D, 0x00020C}, +{0x00020F, 0x00020E}, +{0x000211, 0x000210}, +{0x000213, 0x000212}, +{0x000215, 0x000214}, +{0x000217, 0x000216}, +{0x000219, 0x000218}, +{0x00021B, 0x00021A}, +{0x00021D, 0x00021C}, +{0x00021F, 0x00021E}, +{0x000223, 0x000222}, +{0x000225, 0x000224}, +{0x000227, 0x000226}, +{0x000229, 0x000228}, +{0x00022B, 0x00022A}, +{0x00022D, 0x00022C}, +{0x00022F, 0x00022E}, +{0x000231, 0x000230}, +{0x000233, 0x000232}, +{0x00023C, 0x00023B}, +{0x00023F, 0x002C7E}, +{0x000240, 0x002C7F}, +{0x000242, 0x000241}, +{0x000247, 0x000246}, +{0x000249, 0x000248}, +{0x00024B, 0x00024A}, +{0x00024D, 0x00024C}, +{0x00024F, 0x00024E}, +{0x000250, 0x002C6F}, +{0x000251, 0x002C6D}, +{0x000252, 0x002C70}, +{0x000253, 0x000181}, +{0x000254, 0x000186}, +{0x000256, 0x000189}, +{0x000257, 0x00018A}, +{0x000259, 0x00018F}, +{0x00025B, 0x000190}, +{0x00025C, 0x00A7AB}, +{0x000260, 0x000193}, +{0x000261, 0x00A7AC}, +{0x000263, 0x000194}, +{0x000265, 0x00A78D}, +{0x000266, 0x00A7AA}, +{0x000268, 0x000197}, +{0x000269, 0x000196}, +{0x00026A, 0x00A7AE}, +{0x00026B, 0x002C62}, +{0x00026C, 0x00A7AD}, +{0x00026F, 0x00019C}, +{0x000271, 0x002C6E}, +{0x000272, 0x00019D}, +{0x000275, 0x00019F}, +{0x00027D, 0x002C64}, +{0x000280, 0x0001A6}, +{0x000282, 0x00A7C5}, +{0x000283, 0x0001A9}, +{0x000287, 0x00A7B1}, +{0x000288, 0x0001AE}, +{0x000289, 0x000244}, +{0x00028A, 0x0001B1}, +{0x00028B, 0x0001B2}, +{0x00028C, 0x000245}, +{0x000292, 0x0001B7}, +{0x00029D, 0x00A7B2}, +{0x00029E, 0x00A7B0}, +{0x000345, 0x000399}, +{0x000371, 0x000370}, +{0x000373, 0x000372}, +{0x000377, 0x000376}, +{0x00037B, 0x0003FD}, +{0x00037C, 0x0003FE}, +{0x00037D, 0x0003FF}, +{0x0003AC, 0x000386}, +{0x0003AD, 0x000388}, +{0x0003AE, 0x000389}, +{0x0003AF, 0x00038A}, +{0x0003B1, 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0x010416}, +{0x01043F, 0x010417}, +{0x010440, 0x010418}, +{0x010441, 0x010419}, +{0x010442, 0x01041A}, +{0x010443, 0x01041B}, +{0x010444, 0x01041C}, +{0x010445, 0x01041D}, +{0x010446, 0x01041E}, +{0x010447, 0x01041F}, +{0x010448, 0x010420}, +{0x010449, 0x010421}, +{0x01044A, 0x010422}, +{0x01044B, 0x010423}, +{0x01044C, 0x010424}, +{0x01044D, 0x010425}, +{0x01044E, 0x010426}, +{0x01044F, 0x010427}, +{0x0104D8, 0x0104B0}, +{0x0104D9, 0x0104B1}, +{0x0104DA, 0x0104B2}, +{0x0104DB, 0x0104B3}, +{0x0104DC, 0x0104B4}, +{0x0104DD, 0x0104B5}, +{0x0104DE, 0x0104B6}, +{0x0104DF, 0x0104B7}, +{0x0104E0, 0x0104B8}, +{0x0104E1, 0x0104B9}, +{0x0104E2, 0x0104BA}, +{0x0104E3, 0x0104BB}, +{0x0104E4, 0x0104BC}, +{0x0104E5, 0x0104BD}, +{0x0104E6, 0x0104BE}, +{0x0104E7, 0x0104BF}, +{0x0104E8, 0x0104C0}, +{0x0104E9, 0x0104C1}, +{0x0104EA, 0x0104C2}, +{0x0104EB, 0x0104C3}, +{0x0104EC, 0x0104C4}, +{0x0104ED, 0x0104C5}, +{0x0104EE, 0x0104C6}, +{0x0104EF, 0x0104C7}, +{0x0104F0, 0x0104C8}, +{0x0104F1, 0x0104C9}, +{0x0104F2, 0x0104CA}, +{0x0104F3, 0x0104CB}, +{0x0104F4, 0x0104CC}, +{0x0104F5, 0x0104CD}, +{0x0104F6, 0x0104CE}, +{0x0104F7, 0x0104CF}, +{0x0104F8, 0x0104D0}, +{0x0104F9, 0x0104D1}, +{0x0104FA, 0x0104D2}, +{0x0104FB, 0x0104D3}, +{0x010597, 0x010570}, +{0x010598, 0x010571}, +{0x010599, 0x010572}, +{0x01059A, 0x010573}, +{0x01059B, 0x010574}, +{0x01059C, 0x010575}, +{0x01059D, 0x010576}, +{0x01059E, 0x010577}, +{0x01059F, 0x010578}, +{0x0105A0, 0x010579}, +{0x0105A1, 0x01057A}, +{0x0105A3, 0x01057C}, +{0x0105A4, 0x01057D}, +{0x0105A5, 0x01057E}, +{0x0105A6, 0x01057F}, +{0x0105A7, 0x010580}, +{0x0105A8, 0x010581}, +{0x0105A9, 0x010582}, +{0x0105AA, 0x010583}, +{0x0105AB, 0x010584}, +{0x0105AC, 0x010585}, +{0x0105AD, 0x010586}, +{0x0105AE, 0x010587}, +{0x0105AF, 0x010588}, +{0x0105B0, 0x010589}, +{0x0105B1, 0x01058A}, +{0x0105B3, 0x01058C}, +{0x0105B4, 0x01058D}, +{0x0105B5, 0x01058E}, +{0x0105B6, 0x01058F}, +{0x0105B7, 0x010590}, +{0x0105B8, 0x010591}, +{0x0105B9, 0x010592}, +{0x0105BB, 0x010594}, +{0x0105BC, 0x010595}, +{0x010CC0, 0x010C80}, +{0x010CC1, 0x010C81}, +{0x010CC2, 0x010C82}, +{0x010CC3, 0x010C83}, +{0x010CC4, 0x010C84}, +{0x010CC5, 0x010C85}, +{0x010CC6, 0x010C86}, +{0x010CC7, 0x010C87}, +{0x010CC8, 0x010C88}, +{0x010CC9, 0x010C89}, +{0x010CCA, 0x010C8A}, +{0x010CCB, 0x010C8B}, +{0x010CCC, 0x010C8C}, +{0x010CCD, 0x010C8D}, +{0x010CCE, 0x010C8E}, +{0x010CCF, 0x010C8F}, +{0x010CD0, 0x010C90}, +{0x010CD1, 0x010C91}, +{0x010CD2, 0x010C92}, +{0x010CD3, 0x010C93}, +{0x010CD4, 0x010C94}, +{0x010CD5, 0x010C95}, +{0x010CD6, 0x010C96}, +{0x010CD7, 0x010C97}, +{0x010CD8, 0x010C98}, +{0x010CD9, 0x010C99}, +{0x010CDA, 0x010C9A}, +{0x010CDB, 0x010C9B}, +{0x010CDC, 0x010C9C}, +{0x010CDD, 0x010C9D}, +{0x010CDE, 0x010C9E}, +{0x010CDF, 0x010C9F}, +{0x010CE0, 0x010CA0}, +{0x010CE1, 0x010CA1}, +{0x010CE2, 0x010CA2}, +{0x010CE3, 0x010CA3}, +{0x010CE4, 0x010CA4}, +{0x010CE5, 0x010CA5}, +{0x010CE6, 0x010CA6}, +{0x010CE7, 0x010CA7}, +{0x010CE8, 0x010CA8}, +{0x010CE9, 0x010CA9}, +{0x010CEA, 0x010CAA}, +{0x010CEB, 0x010CAB}, +{0x010CEC, 0x010CAC}, +{0x010CED, 0x010CAD}, +{0x010CEE, 0x010CAE}, +{0x010CEF, 0x010CAF}, +{0x010CF0, 0x010CB0}, +{0x010CF1, 0x010CB1}, +{0x010CF2, 0x010CB2}, +{0x0118C0, 0x0118A0}, +{0x0118C1, 0x0118A1}, +{0x0118C2, 0x0118A2}, +{0x0118C3, 0x0118A3}, +{0x0118C4, 0x0118A4}, +{0x0118C5, 0x0118A5}, +{0x0118C6, 0x0118A6}, +{0x0118C7, 0x0118A7}, +{0x0118C8, 0x0118A8}, +{0x0118C9, 0x0118A9}, +{0x0118CA, 0x0118AA}, +{0x0118CB, 0x0118AB}, +{0x0118CC, 0x0118AC}, +{0x0118CD, 0x0118AD}, +{0x0118CE, 0x0118AE}, +{0x0118CF, 0x0118AF}, +{0x0118D0, 0x0118B0}, +{0x0118D1, 0x0118B1}, +{0x0118D2, 0x0118B2}, +{0x0118D3, 0x0118B3}, +{0x0118D4, 0x0118B4}, +{0x0118D5, 0x0118B5}, +{0x0118D6, 0x0118B6}, +{0x0118D7, 0x0118B7}, +{0x0118D8, 0x0118B8}, +{0x0118D9, 0x0118B9}, +{0x0118DA, 0x0118BA}, +{0x0118DB, 0x0118BB}, +{0x0118DC, 0x0118BC}, +{0x0118DD, 0x0118BD}, +{0x0118DE, 0x0118BE}, +{0x0118DF, 0x0118BF}, +{0x016E60, 0x016E40}, +{0x016E61, 0x016E41}, +{0x016E62, 0x016E42}, +{0x016E63, 0x016E43}, +{0x016E64, 0x016E44}, +{0x016E65, 0x016E45}, +{0x016E66, 0x016E46}, +{0x016E67, 0x016E47}, +{0x016E68, 0x016E48}, +{0x016E69, 0x016E49}, +{0x016E6A, 0x016E4A}, +{0x016E6B, 0x016E4B}, +{0x016E6C, 0x016E4C}, +{0x016E6D, 0x016E4D}, +{0x016E6E, 0x016E4E}, +{0x016E6F, 0x016E4F}, +{0x016E70, 0x016E50}, +{0x016E71, 0x016E51}, +{0x016E72, 0x016E52}, +{0x016E73, 0x016E53}, +{0x016E74, 0x016E54}, +{0x016E75, 0x016E55}, +{0x016E76, 0x016E56}, +{0x016E77, 0x016E57}, +{0x016E78, 0x016E58}, +{0x016E79, 0x016E59}, +{0x016E7A, 0x016E5A}, +{0x016E7B, 0x016E5B}, +{0x016E7C, 0x016E5C}, +{0x016E7D, 0x016E5D}, +{0x016E7E, 0x016E5E}, +{0x016E7F, 0x016E5F}, +{0x01E922, 0x01E900}, +{0x01E923, 0x01E901}, +{0x01E924, 0x01E902}, +{0x01E925, 0x01E903}, +{0x01E926, 0x01E904}, +{0x01E927, 0x01E905}, +{0x01E928, 0x01E906}, +{0x01E929, 0x01E907}, +{0x01E92A, 0x01E908}, +{0x01E92B, 0x01E909}, +{0x01E92C, 0x01E90A}, +{0x01E92D, 0x01E90B}, +{0x01E92E, 0x01E90C}, +{0x01E92F, 0x01E90D}, +{0x01E930, 0x01E90E}, +{0x01E931, 0x01E90F}, +{0x01E932, 0x01E910}, +{0x01E933, 0x01E911}, +{0x01E934, 0x01E912}, +{0x01E935, 0x01E913}, +{0x01E936, 0x01E914}, +{0x01E937, 0x01E915}, +{0x01E938, 0x01E916}, +{0x01E939, 0x01E917}, +{0x01E93A, 0x01E918}, +{0x01E93B, 0x01E919}, +{0x01E93C, 0x01E91A}, +{0x01E93D, 0x01E91B}, +{0x01E93E, 0x01E91C}, +{0x01E93F, 0x01E91D}, +{0x01E940, 0x01E91E}, +{0x01E941, 0x01E91F}, +{0x01E942, 0x01E920}, +{0x01E943, 0x01E921}, +}; + +const std::initializer_list unicode_ranges_nfd = { // start, last, nfd +{0x000000, 0x000000, 0x000000}, +{0x0000C0, 0x0000C5, 0x000041}, +{0x0000C7, 0x0000C7, 0x000043}, +{0x0000C8, 0x0000CB, 0x000045}, +{0x0000CC, 0x0000CF, 0x000049}, +{0x0000D1, 0x0000D1, 0x00004E}, +{0x0000D2, 0x0000D6, 0x00004F}, +{0x0000D9, 0x0000DC, 0x000055}, +{0x0000DD, 0x0000DD, 0x000059}, +{0x0000E0, 0x0000E5, 0x000061}, +{0x0000E7, 0x0000E7, 0x000063}, +{0x0000E8, 0x0000EB, 0x000065}, +{0x0000EC, 0x0000EF, 0x000069}, +{0x0000F1, 0x0000F1, 0x00006E}, +{0x0000F2, 0x0000F6, 0x00006F}, +{0x0000F9, 0x0000FC, 0x000075}, +{0x0000FD, 0x0000FD, 0x000079}, +{0x0000FF, 0x0000FF, 0x000079}, +{0x000100, 0x000100, 0x000041}, +{0x000101, 0x000101, 0x000061}, +{0x000102, 0x000102, 0x000041}, +{0x000103, 0x000103, 0x000061}, +{0x000104, 0x000104, 0x000041}, +{0x000105, 0x000105, 0x000061}, +{0x000106, 0x000106, 0x000043}, +{0x000107, 0x000107, 0x000063}, +{0x000108, 0x000108, 0x000043}, +{0x000109, 0x000109, 0x000063}, +{0x00010A, 0x00010A, 0x000043}, +{0x00010B, 0x00010B, 0x000063}, +{0x00010C, 0x00010C, 0x000043}, +{0x00010D, 0x00010D, 0x000063}, +{0x00010E, 0x00010E, 0x000044}, +{0x00010F, 0x00010F, 0x000064}, +{0x000112, 0x000112, 0x000045}, +{0x000113, 0x000113, 0x000065}, +{0x000114, 0x000114, 0x000045}, +{0x000115, 0x000115, 0x000065}, +{0x000116, 0x000116, 0x000045}, +{0x000117, 0x000117, 0x000065}, +{0x000118, 0x000118, 0x000045}, +{0x000119, 0x000119, 0x000065}, +{0x00011A, 0x00011A, 0x000045}, +{0x00011B, 0x00011B, 0x000065}, +{0x00011C, 0x00011C, 0x000047}, +{0x00011D, 0x00011D, 0x000067}, +{0x00011E, 0x00011E, 0x000047}, +{0x00011F, 0x00011F, 0x000067}, +{0x000120, 0x000120, 0x000047}, +{0x000121, 0x000121, 0x000067}, +{0x000122, 0x000122, 0x000047}, +{0x000123, 0x000123, 0x000067}, +{0x000124, 0x000124, 0x000048}, +{0x000125, 0x000125, 0x000068}, +{0x000128, 0x000128, 0x000049}, +{0x000129, 0x000129, 0x000069}, +{0x00012A, 0x00012A, 0x000049}, +{0x00012B, 0x00012B, 0x000069}, +{0x00012C, 0x00012C, 0x000049}, +{0x00012D, 0x00012D, 0x000069}, +{0x00012E, 0x00012E, 0x000049}, +{0x00012F, 0x00012F, 0x000069}, +{0x000130, 0x000130, 0x000049}, +{0x000134, 0x000134, 0x00004A}, +{0x000135, 0x000135, 0x00006A}, +{0x000136, 0x000136, 0x00004B}, +{0x000137, 0x000137, 0x00006B}, +{0x000139, 0x000139, 0x00004C}, +{0x00013A, 0x00013A, 0x00006C}, +{0x00013B, 0x00013B, 0x00004C}, +{0x00013C, 0x00013C, 0x00006C}, +{0x00013D, 0x00013D, 0x00004C}, +{0x00013E, 0x00013E, 0x00006C}, +{0x000143, 0x000143, 0x00004E}, +{0x000144, 0x000144, 0x00006E}, +{0x000145, 0x000145, 0x00004E}, +{0x000146, 0x000146, 0x00006E}, +{0x000147, 0x000147, 0x00004E}, +{0x000148, 0x000148, 0x00006E}, +{0x00014C, 0x00014C, 0x00004F}, +{0x00014D, 0x00014D, 0x00006F}, +{0x00014E, 0x00014E, 0x00004F}, +{0x00014F, 0x00014F, 0x00006F}, +{0x000150, 0x000150, 0x00004F}, +{0x000151, 0x000151, 0x00006F}, +{0x000154, 0x000154, 0x000052}, +{0x000155, 0x000155, 0x000072}, +{0x000156, 0x000156, 0x000052}, +{0x000157, 0x000157, 0x000072}, +{0x000158, 0x000158, 0x000052}, +{0x000159, 0x000159, 0x000072}, +{0x00015A, 0x00015A, 0x000053}, +{0x00015B, 0x00015B, 0x000073}, +{0x00015C, 0x00015C, 0x000053}, +{0x00015D, 0x00015D, 0x000073}, +{0x00015E, 0x00015E, 0x000053}, +{0x00015F, 0x00015F, 0x000073}, +{0x000160, 0x000160, 0x000053}, +{0x000161, 0x000161, 0x000073}, +{0x000162, 0x000162, 0x000054}, +{0x000163, 0x000163, 0x000074}, +{0x000164, 0x000164, 0x000054}, +{0x000165, 0x000165, 0x000074}, +{0x000168, 0x000168, 0x000055}, +{0x000169, 0x000169, 0x000075}, +{0x00016A, 0x00016A, 0x000055}, +{0x00016B, 0x00016B, 0x000075}, +{0x00016C, 0x00016C, 0x000055}, +{0x00016D, 0x00016D, 0x000075}, +{0x00016E, 0x00016E, 0x000055}, +{0x00016F, 0x00016F, 0x000075}, +{0x000170, 0x000170, 0x000055}, +{0x000171, 0x000171, 0x000075}, +{0x000172, 0x000172, 0x000055}, +{0x000173, 0x000173, 0x000075}, +{0x000174, 0x000174, 0x000057}, +{0x000175, 0x000175, 0x000077}, +{0x000176, 0x000176, 0x000059}, +{0x000177, 0x000177, 0x000079}, +{0x000178, 0x000178, 0x000059}, +{0x000179, 0x000179, 0x00005A}, +{0x00017A, 0x00017A, 0x00007A}, +{0x00017B, 0x00017B, 0x00005A}, +{0x00017C, 0x00017C, 0x00007A}, +{0x00017D, 0x00017D, 0x00005A}, +{0x00017E, 0x00017E, 0x00007A}, +{0x0001A0, 0x0001A0, 0x00004F}, +{0x0001A1, 0x0001A1, 0x00006F}, +{0x0001AF, 0x0001AF, 0x000055}, +{0x0001B0, 0x0001B0, 0x000075}, +{0x0001CD, 0x0001CD, 0x000041}, +{0x0001CE, 0x0001CE, 0x000061}, +{0x0001CF, 0x0001CF, 0x000049}, +{0x0001D0, 0x0001D0, 0x000069}, +{0x0001D1, 0x0001D1, 0x00004F}, +{0x0001D2, 0x0001D2, 0x00006F}, +{0x0001D3, 0x0001D3, 0x000055}, +{0x0001D4, 0x0001D4, 0x000075}, +{0x0001D5, 0x0001D5, 0x000055}, +{0x0001D6, 0x0001D6, 0x000075}, +{0x0001D7, 0x0001D7, 0x000055}, +{0x0001D8, 0x0001D8, 0x000075}, +{0x0001D9, 0x0001D9, 0x000055}, +{0x0001DA, 0x0001DA, 0x000075}, +{0x0001DB, 0x0001DB, 0x000055}, +{0x0001DC, 0x0001DC, 0x000075}, +{0x0001DE, 0x0001DE, 0x000041}, +{0x0001DF, 0x0001DF, 0x000061}, +{0x0001E0, 0x0001E0, 0x000041}, +{0x0001E1, 0x0001E1, 0x000061}, +{0x0001E2, 0x0001E2, 0x0000C6}, +{0x0001E3, 0x0001E3, 0x0000E6}, +{0x0001E6, 0x0001E6, 0x000047}, +{0x0001E7, 0x0001E7, 0x000067}, +{0x0001E8, 0x0001E8, 0x00004B}, +{0x0001E9, 0x0001E9, 0x00006B}, +{0x0001EA, 0x0001EA, 0x00004F}, +{0x0001EB, 0x0001EB, 0x00006F}, +{0x0001EC, 0x0001EC, 0x00004F}, +{0x0001ED, 0x0001ED, 0x00006F}, +{0x0001EE, 0x0001EE, 0x0001B7}, +{0x0001EF, 0x0001EF, 0x000292}, +{0x0001F0, 0x0001F0, 0x00006A}, +{0x0001F4, 0x0001F4, 0x000047}, +{0x0001F5, 0x0001F5, 0x000067}, +{0x0001F8, 0x0001F8, 0x00004E}, +{0x0001F9, 0x0001F9, 0x00006E}, +{0x0001FA, 0x0001FA, 0x000041}, +{0x0001FB, 0x0001FB, 0x000061}, +{0x0001FC, 0x0001FC, 0x0000C6}, +{0x0001FD, 0x0001FD, 0x0000E6}, +{0x0001FE, 0x0001FE, 0x0000D8}, +{0x0001FF, 0x0001FF, 0x0000F8}, +{0x000200, 0x000200, 0x000041}, +{0x000201, 0x000201, 0x000061}, +{0x000202, 0x000202, 0x000041}, +{0x000203, 0x000203, 0x000061}, +{0x000204, 0x000204, 0x000045}, +{0x000205, 0x000205, 0x000065}, +{0x000206, 0x000206, 0x000045}, +{0x000207, 0x000207, 0x000065}, +{0x000208, 0x000208, 0x000049}, +{0x000209, 0x000209, 0x000069}, +{0x00020A, 0x00020A, 0x000049}, +{0x00020B, 0x00020B, 0x000069}, +{0x00020C, 0x00020C, 0x00004F}, +{0x00020D, 0x00020D, 0x00006F}, +{0x00020E, 0x00020E, 0x00004F}, +{0x00020F, 0x00020F, 0x00006F}, +{0x000210, 0x000210, 0x000052}, +{0x000211, 0x000211, 0x000072}, +{0x000212, 0x000212, 0x000052}, +{0x000213, 0x000213, 0x000072}, +{0x000214, 0x000214, 0x000055}, +{0x000215, 0x000215, 0x000075}, +{0x000216, 0x000216, 0x000055}, +{0x000217, 0x000217, 0x000075}, +{0x000218, 0x000218, 0x000053}, +{0x000219, 0x000219, 0x000073}, +{0x00021A, 0x00021A, 0x000054}, +{0x00021B, 0x00021B, 0x000074}, +{0x00021E, 0x00021E, 0x000048}, +{0x00021F, 0x00021F, 0x000068}, +{0x000226, 0x000226, 0x000041}, +{0x000227, 0x000227, 0x000061}, +{0x000228, 0x000228, 0x000045}, +{0x000229, 0x000229, 0x000065}, +{0x00022A, 0x00022A, 0x00004F}, +{0x00022B, 0x00022B, 0x00006F}, +{0x00022C, 0x00022C, 0x00004F}, +{0x00022D, 0x00022D, 0x00006F}, +{0x00022E, 0x00022E, 0x00004F}, +{0x00022F, 0x00022F, 0x00006F}, +{0x000230, 0x000230, 0x00004F}, +{0x000231, 0x000231, 0x00006F}, +{0x000232, 0x000232, 0x000059}, +{0x000233, 0x000233, 0x000079}, +{0x000340, 0x000340, 0x000300}, +{0x000341, 0x000341, 0x000301}, +{0x000343, 0x000343, 0x000313}, +{0x000344, 0x000344, 0x000308}, +{0x000374, 0x000374, 0x0002B9}, +{0x00037E, 0x00037E, 0x00003B}, +{0x000385, 0x000385, 0x0000A8}, +{0x000386, 0x000386, 0x000391}, +{0x000387, 0x000387, 0x0000B7}, +{0x000388, 0x000388, 0x000395}, +{0x000389, 0x000389, 0x000397}, +{0x00038A, 0x00038A, 0x000399}, +{0x00038C, 0x00038C, 0x00039F}, +{0x00038E, 0x00038E, 0x0003A5}, +{0x00038F, 0x00038F, 0x0003A9}, +{0x000390, 0x000390, 0x0003B9}, +{0x0003AA, 0x0003AA, 0x000399}, +{0x0003AB, 0x0003AB, 0x0003A5}, +{0x0003AC, 0x0003AC, 0x0003B1}, +{0x0003AD, 0x0003AD, 0x0003B5}, +{0x0003AE, 0x0003AE, 0x0003B7}, +{0x0003AF, 0x0003AF, 0x0003B9}, +{0x0003B0, 0x0003B0, 0x0003C5}, +{0x0003CA, 0x0003CA, 0x0003B9}, +{0x0003CB, 0x0003CB, 0x0003C5}, +{0x0003CC, 0x0003CC, 0x0003BF}, +{0x0003CD, 0x0003CD, 0x0003C5}, +{0x0003CE, 0x0003CE, 0x0003C9}, +{0x0003D3, 0x0003D4, 0x0003D2}, +{0x000400, 0x000401, 0x000415}, +{0x000403, 0x000403, 0x000413}, +{0x000407, 0x000407, 0x000406}, +{0x00040C, 0x00040C, 0x00041A}, +{0x00040D, 0x00040D, 0x000418}, +{0x00040E, 0x00040E, 0x000423}, +{0x000419, 0x000419, 0x000418}, +{0x000439, 0x000439, 0x000438}, 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+{0x02F8FE, 0x02F8FE, 0x006C67}, +{0x02F8FF, 0x02F8FF, 0x006D16}, +{0x02F900, 0x02F900, 0x006D3E}, +{0x02F901, 0x02F901, 0x006D77}, +{0x02F902, 0x02F902, 0x006D41}, +{0x02F903, 0x02F903, 0x006D69}, +{0x02F904, 0x02F904, 0x006D78}, +{0x02F905, 0x02F905, 0x006D85}, +{0x02F906, 0x02F906, 0x023D1E}, +{0x02F907, 0x02F907, 0x006D34}, +{0x02F908, 0x02F908, 0x006E2F}, +{0x02F909, 0x02F909, 0x006E6E}, +{0x02F90A, 0x02F90A, 0x003D33}, +{0x02F90B, 0x02F90B, 0x006ECB}, +{0x02F90C, 0x02F90C, 0x006EC7}, +{0x02F90D, 0x02F90D, 0x023ED1}, +{0x02F90E, 0x02F90E, 0x006DF9}, +{0x02F90F, 0x02F90F, 0x006F6E}, +{0x02F910, 0x02F910, 0x023F5E}, +{0x02F911, 0x02F911, 0x023F8E}, +{0x02F912, 0x02F912, 0x006FC6}, +{0x02F913, 0x02F913, 0x007039}, +{0x02F914, 0x02F914, 0x00701E}, +{0x02F915, 0x02F915, 0x00701B}, +{0x02F916, 0x02F916, 0x003D96}, +{0x02F917, 0x02F917, 0x00704A}, +{0x02F918, 0x02F918, 0x00707D}, +{0x02F919, 0x02F919, 0x007077}, +{0x02F91A, 0x02F91A, 0x0070AD}, +{0x02F91B, 0x02F91B, 0x020525}, +{0x02F91C, 0x02F91C, 0x007145}, +{0x02F91D, 0x02F91D, 0x024263}, +{0x02F91E, 0x02F91E, 0x00719C}, +{0x02F91F, 0x02F91F, 0x0243AB}, +{0x02F920, 0x02F920, 0x007228}, +{0x02F921, 0x02F921, 0x007235}, +{0x02F922, 0x02F922, 0x007250}, +{0x02F923, 0x02F923, 0x024608}, +{0x02F924, 0x02F924, 0x007280}, +{0x02F925, 0x02F925, 0x007295}, +{0x02F926, 0x02F926, 0x024735}, +{0x02F927, 0x02F927, 0x024814}, +{0x02F928, 0x02F928, 0x00737A}, +{0x02F929, 0x02F929, 0x00738B}, +{0x02F92A, 0x02F92A, 0x003EAC}, +{0x02F92B, 0x02F92B, 0x0073A5}, +{0x02F92C, 0x02F92D, 0x003EB8}, +{0x02F92E, 0x02F92E, 0x007447}, +{0x02F92F, 0x02F92F, 0x00745C}, +{0x02F930, 0x02F930, 0x007471}, +{0x02F931, 0x02F931, 0x007485}, +{0x02F932, 0x02F932, 0x0074CA}, +{0x02F933, 0x02F933, 0x003F1B}, +{0x02F934, 0x02F934, 0x007524}, +{0x02F935, 0x02F935, 0x024C36}, +{0x02F936, 0x02F936, 0x00753E}, +{0x02F937, 0x02F937, 0x024C92}, +{0x02F938, 0x02F938, 0x007570}, +{0x02F939, 0x02F939, 0x02219F}, +{0x02F93A, 0x02F93A, 0x007610}, +{0x02F93B, 0x02F93B, 0x024FA1}, +{0x02F93C, 0x02F93C, 0x024FB8}, +{0x02F93D, 0x02F93D, 0x025044}, +{0x02F93E, 0x02F93E, 0x003FFC}, +{0x02F93F, 0x02F93F, 0x004008}, +{0x02F940, 0x02F940, 0x0076F4}, +{0x02F941, 0x02F941, 0x0250F3}, +{0x02F942, 0x02F942, 0x0250F2}, +{0x02F943, 0x02F943, 0x025119}, +{0x02F944, 0x02F944, 0x025133}, +{0x02F945, 0x02F945, 0x00771E}, +{0x02F946, 0x02F947, 0x00771F}, +{0x02F948, 0x02F948, 0x00774A}, +{0x02F949, 0x02F949, 0x004039}, +{0x02F94A, 0x02F94A, 0x00778B}, +{0x02F94B, 0x02F94B, 0x004046}, +{0x02F94C, 0x02F94C, 0x004096}, +{0x02F94D, 0x02F94D, 0x02541D}, +{0x02F94E, 0x02F94E, 0x00784E}, +{0x02F94F, 0x02F94F, 0x00788C}, +{0x02F950, 0x02F950, 0x0078CC}, +{0x02F951, 0x02F951, 0x0040E3}, +{0x02F952, 0x02F952, 0x025626}, +{0x02F953, 0x02F953, 0x007956}, +{0x02F954, 0x02F954, 0x02569A}, +{0x02F955, 0x02F955, 0x0256C5}, +{0x02F956, 0x02F956, 0x00798F}, +{0x02F957, 0x02F957, 0x0079EB}, +{0x02F958, 0x02F958, 0x00412F}, +{0x02F959, 0x02F959, 0x007A40}, +{0x02F95A, 0x02F95A, 0x007A4A}, +{0x02F95B, 0x02F95B, 0x007A4F}, +{0x02F95C, 0x02F95C, 0x02597C}, +{0x02F95D, 0x02F95E, 0x025AA7}, +{0x02F95F, 0x02F95F, 0x007AEE}, +{0x02F960, 0x02F960, 0x004202}, +{0x02F961, 0x02F961, 0x025BAB}, +{0x02F962, 0x02F962, 0x007BC6}, +{0x02F963, 0x02F963, 0x007BC9}, +{0x02F964, 0x02F964, 0x004227}, +{0x02F965, 0x02F965, 0x025C80}, +{0x02F966, 0x02F966, 0x007CD2}, +{0x02F967, 0x02F967, 0x0042A0}, +{0x02F968, 0x02F968, 0x007CE8}, +{0x02F969, 0x02F969, 0x007CE3}, +{0x02F96A, 0x02F96A, 0x007D00}, +{0x02F96B, 0x02F96B, 0x025F86}, +{0x02F96C, 0x02F96C, 0x007D63}, +{0x02F96D, 0x02F96D, 0x004301}, +{0x02F96E, 0x02F96E, 0x007DC7}, +{0x02F96F, 0x02F96F, 0x007E02}, +{0x02F970, 0x02F970, 0x007E45}, +{0x02F971, 0x02F971, 0x004334}, +{0x02F972, 0x02F972, 0x026228}, +{0x02F973, 0x02F973, 0x026247}, +{0x02F974, 0x02F974, 0x004359}, +{0x02F975, 0x02F975, 0x0262D9}, +{0x02F976, 0x02F976, 0x007F7A}, +{0x02F977, 0x02F977, 0x02633E}, +{0x02F978, 0x02F978, 0x007F95}, +{0x02F979, 0x02F979, 0x007FFA}, +{0x02F97A, 0x02F97A, 0x008005}, +{0x02F97B, 0x02F97B, 0x0264DA}, +{0x02F97C, 0x02F97C, 0x026523}, +{0x02F97D, 0x02F97D, 0x008060}, +{0x02F97E, 0x02F97E, 0x0265A8}, +{0x02F97F, 0x02F97F, 0x008070}, +{0x02F980, 0x02F980, 0x02335F}, +{0x02F981, 0x02F981, 0x0043D5}, +{0x02F982, 0x02F982, 0x0080B2}, +{0x02F983, 0x02F983, 0x008103}, +{0x02F984, 0x02F984, 0x00440B}, +{0x02F985, 0x02F985, 0x00813E}, +{0x02F986, 0x02F986, 0x005AB5}, +{0x02F987, 0x02F987, 0x0267A7}, +{0x02F988, 0x02F988, 0x0267B5}, +{0x02F989, 0x02F989, 0x023393}, +{0x02F98A, 0x02F98A, 0x02339C}, +{0x02F98B, 0x02F98B, 0x008201}, +{0x02F98C, 0x02F98C, 0x008204}, +{0x02F98D, 0x02F98D, 0x008F9E}, +{0x02F98E, 0x02F98E, 0x00446B}, +{0x02F98F, 0x02F98F, 0x008291}, +{0x02F990, 0x02F990, 0x00828B}, +{0x02F991, 0x02F991, 0x00829D}, +{0x02F992, 0x02F992, 0x0052B3}, +{0x02F993, 0x02F993, 0x0082B1}, +{0x02F994, 0x02F994, 0x0082B3}, +{0x02F995, 0x02F995, 0x0082BD}, +{0x02F996, 0x02F996, 0x0082E6}, +{0x02F997, 0x02F997, 0x026B3C}, +{0x02F998, 0x02F998, 0x0082E5}, +{0x02F999, 0x02F999, 0x00831D}, +{0x02F99A, 0x02F99A, 0x008363}, +{0x02F99B, 0x02F99B, 0x0083AD}, +{0x02F99C, 0x02F99C, 0x008323}, +{0x02F99D, 0x02F99D, 0x0083BD}, +{0x02F99E, 0x02F99E, 0x0083E7}, +{0x02F99F, 0x02F99F, 0x008457}, +{0x02F9A0, 0x02F9A0, 0x008353}, +{0x02F9A1, 0x02F9A1, 0x0083CA}, +{0x02F9A2, 0x02F9A2, 0x0083CC}, +{0x02F9A3, 0x02F9A3, 0x0083DC}, +{0x02F9A4, 0x02F9A4, 0x026C36}, +{0x02F9A5, 0x02F9A5, 0x026D6B}, +{0x02F9A6, 0x02F9A6, 0x026CD5}, +{0x02F9A7, 0x02F9A7, 0x00452B}, +{0x02F9A8, 0x02F9A8, 0x0084F1}, +{0x02F9A9, 0x02F9A9, 0x0084F3}, +{0x02F9AA, 0x02F9AA, 0x008516}, +{0x02F9AB, 0x02F9AB, 0x0273CA}, +{0x02F9AC, 0x02F9AC, 0x008564}, +{0x02F9AD, 0x02F9AD, 0x026F2C}, +{0x02F9AE, 0x02F9AE, 0x00455D}, +{0x02F9AF, 0x02F9AF, 0x004561}, +{0x02F9B0, 0x02F9B0, 0x026FB1}, +{0x02F9B1, 0x02F9B1, 0x0270D2}, +{0x02F9B2, 0x02F9B2, 0x00456B}, +{0x02F9B3, 0x02F9B3, 0x008650}, +{0x02F9B4, 0x02F9B4, 0x00865C}, +{0x02F9B5, 0x02F9B5, 0x008667}, +{0x02F9B6, 0x02F9B6, 0x008669}, +{0x02F9B7, 0x02F9B7, 0x0086A9}, +{0x02F9B8, 0x02F9B8, 0x008688}, +{0x02F9B9, 0x02F9B9, 0x00870E}, +{0x02F9BA, 0x02F9BA, 0x0086E2}, +{0x02F9BB, 0x02F9BB, 0x008779}, +{0x02F9BC, 0x02F9BC, 0x008728}, +{0x02F9BD, 0x02F9BD, 0x00876B}, +{0x02F9BE, 0x02F9BE, 0x008786}, +{0x02F9BF, 0x02F9BF, 0x0045D7}, +{0x02F9C0, 0x02F9C0, 0x0087E1}, +{0x02F9C1, 0x02F9C1, 0x008801}, +{0x02F9C2, 0x02F9C2, 0x0045F9}, +{0x02F9C3, 0x02F9C3, 0x008860}, +{0x02F9C4, 0x02F9C4, 0x008863}, +{0x02F9C5, 0x02F9C5, 0x027667}, +{0x02F9C6, 0x02F9C6, 0x0088D7}, +{0x02F9C7, 0x02F9C7, 0x0088DE}, +{0x02F9C8, 0x02F9C8, 0x004635}, +{0x02F9C9, 0x02F9C9, 0x0088FA}, +{0x02F9CA, 0x02F9CA, 0x0034BB}, +{0x02F9CB, 0x02F9CB, 0x0278AE}, +{0x02F9CC, 0x02F9CC, 0x027966}, +{0x02F9CD, 0x02F9CD, 0x0046BE}, +{0x02F9CE, 0x02F9CE, 0x0046C7}, +{0x02F9CF, 0x02F9CF, 0x008AA0}, +{0x02F9D0, 0x02F9D0, 0x008AED}, +{0x02F9D1, 0x02F9D1, 0x008B8A}, +{0x02F9D2, 0x02F9D2, 0x008C55}, +{0x02F9D3, 0x02F9D3, 0x027CA8}, +{0x02F9D4, 0x02F9D4, 0x008CAB}, +{0x02F9D5, 0x02F9D5, 0x008CC1}, +{0x02F9D6, 0x02F9D6, 0x008D1B}, +{0x02F9D7, 0x02F9D7, 0x008D77}, +{0x02F9D8, 0x02F9D8, 0x027F2F}, +{0x02F9D9, 0x02F9D9, 0x020804}, +{0x02F9DA, 0x02F9DA, 0x008DCB}, +{0x02F9DB, 0x02F9DB, 0x008DBC}, +{0x02F9DC, 0x02F9DC, 0x008DF0}, +{0x02F9DD, 0x02F9DD, 0x0208DE}, +{0x02F9DE, 0x02F9DE, 0x008ED4}, +{0x02F9DF, 0x02F9DF, 0x008F38}, +{0x02F9E0, 0x02F9E0, 0x0285D2}, +{0x02F9E1, 0x02F9E1, 0x0285ED}, +{0x02F9E2, 0x02F9E2, 0x009094}, +{0x02F9E3, 0x02F9E3, 0x0090F1}, +{0x02F9E4, 0x02F9E4, 0x009111}, +{0x02F9E5, 0x02F9E5, 0x02872E}, +{0x02F9E6, 0x02F9E6, 0x00911B}, +{0x02F9E7, 0x02F9E7, 0x009238}, +{0x02F9E8, 0x02F9E8, 0x0092D7}, +{0x02F9E9, 0x02F9E9, 0x0092D8}, +{0x02F9EA, 0x02F9EA, 0x00927C}, +{0x02F9EB, 0x02F9EB, 0x0093F9}, +{0x02F9EC, 0x02F9EC, 0x009415}, +{0x02F9ED, 0x02F9ED, 0x028BFA}, +{0x02F9EE, 0x02F9EE, 0x00958B}, +{0x02F9EF, 0x02F9EF, 0x004995}, +{0x02F9F0, 0x02F9F0, 0x0095B7}, +{0x02F9F1, 0x02F9F1, 0x028D77}, +{0x02F9F2, 0x02F9F2, 0x0049E6}, +{0x02F9F3, 0x02F9F3, 0x0096C3}, +{0x02F9F4, 0x02F9F4, 0x005DB2}, +{0x02F9F5, 0x02F9F5, 0x009723}, +{0x02F9F6, 0x02F9F6, 0x029145}, +{0x02F9F7, 0x02F9F7, 0x02921A}, +{0x02F9F8, 0x02F9F8, 0x004A6E}, +{0x02F9F9, 0x02F9F9, 0x004A76}, +{0x02F9FA, 0x02F9FA, 0x0097E0}, +{0x02F9FB, 0x02F9FB, 0x02940A}, +{0x02F9FC, 0x02F9FC, 0x004AB2}, +{0x02F9FD, 0x02F9FD, 0x029496}, +{0x02F9FE, 0x02F9FF, 0x00980B}, +{0x02FA00, 0x02FA00, 0x009829}, +{0x02FA01, 0x02FA01, 0x0295B6}, +{0x02FA02, 0x02FA02, 0x0098E2}, +{0x02FA03, 0x02FA03, 0x004B33}, +{0x02FA04, 0x02FA04, 0x009929}, +{0x02FA05, 0x02FA05, 0x0099A7}, +{0x02FA06, 0x02FA06, 0x0099C2}, +{0x02FA07, 0x02FA07, 0x0099FE}, +{0x02FA08, 0x02FA08, 0x004BCE}, +{0x02FA09, 0x02FA09, 0x029B30}, +{0x02FA0A, 0x02FA0A, 0x009B12}, +{0x02FA0B, 0x02FA0B, 0x009C40}, +{0x02FA0C, 0x02FA0C, 0x009CFD}, +{0x02FA0D, 0x02FA0D, 0x004CCE}, +{0x02FA0E, 0x02FA0E, 0x004CED}, +{0x02FA0F, 0x02FA0F, 0x009D67}, +{0x02FA10, 0x02FA10, 0x02A0CE}, +{0x02FA11, 0x02FA11, 0x004CF8}, +{0x02FA12, 0x02FA12, 0x02A105}, +{0x02FA13, 0x02FA13, 0x02A20E}, +{0x02FA14, 0x02FA14, 0x02A291}, +{0x02FA15, 0x02FA15, 0x009EBB}, +{0x02FA16, 0x02FA16, 0x004D56}, +{0x02FA17, 0x02FA17, 0x009EF9}, +{0x02FA18, 0x02FA18, 0x009EFE}, +{0x02FA19, 0x02FA19, 0x009F05}, +{0x02FA1A, 0x02FA1A, 0x009F0F}, +{0x02FA1B, 0x02FA1B, 0x009F16}, +{0x02FA1C, 0x02FA1C, 0x009F3B}, +{0x02FA1D, 0x02FA1D, 0x02A600}, +}; + +}} \ No newline at end of file diff --git a/modules/dnn/src/tokenizer/unicode-data.hpp b/modules/dnn/src/tokenizer/unicode-data.hpp new file mode 100644 index 0000000000..be9758aaff --- /dev/null +++ b/modules/dnn/src/tokenizer/unicode-data.hpp @@ -0,0 +1,65 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// Adapted from the llama.cpp Unicode functionality: +// https://github.com/ggml-org/llama.cpp/blob/master/src/unicode-data.cpp +// +// This file is part of the OpenCV DNN module for tokenization. +// +////////////////////////////////////////////////////////////////////////////////////////*/ + +/*M/////////////////////////////////////////////////////////////////////////////////////// +// MIT License +// +// Copyright (c) 2023‑2024 The ggml authors +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. +// +////////////////////////////////////////////////////////////////////////////////////////*/ + +#ifndef __OPENCV_DNN_TOKENIZER_UNICODE_DATA_HPP__ +#define __OPENCV_DNN_TOKENIZER_UNICODE_DATA_HPP__ + + +#include +#include +#include +#include + +namespace cv { namespace dnn { + +struct range_nfd { + uint32_t first; + uint32_t last; + uint32_t nfd; +}; + +static const uint32_t MAX_CODEPOINTS = 0x110000; + +extern const std::initializer_list> unicode_ranges_flags; +extern const std::unordered_set unicode_set_whitespace; +extern const std::initializer_list> unicode_map_lowercase; +extern const std::initializer_list> unicode_map_uppercase; +extern const std::initializer_list unicode_ranges_nfd; + +}} +#endif diff --git a/modules/dnn/src/tokenizer/unicode.cpp b/modules/dnn/src/tokenizer/unicode.cpp new file mode 100644 index 0000000000..ea6c4f8158 --- /dev/null +++ b/modules/dnn/src/tokenizer/unicode.cpp @@ -0,0 +1,774 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include "unicode.hpp" +#include "unicode-data.hpp" + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +namespace cv { namespace dnn { + +uint32_t unicode_cpt_from_utf8(const std::string & utf8, size_t & offset) { + assert(offset < utf8.size()); + if (!(utf8[offset + 0] & 0x80)) { + auto result = utf8[offset + 0]; + offset += 1; + return result; + } + if (!(utf8[offset + 0] & 0x40)) { + throw std::invalid_argument("invalid character"); + } + if (!(utf8[offset + 0] & 0x20)) { + if (offset + 1 >= utf8.size() || ! ((utf8[offset + 1] & 0xc0) == 0x80)) { + throw std::invalid_argument("invalid character"); + } + auto result = ((utf8[offset + 0] & 0x1f) << 6) | (utf8[offset + 1] & 0x3f); + offset += 2; + return result; + } + if (!(utf8[offset + 0] & 0x10)) { + if (offset + 2 >= utf8.size() || ! ((utf8[offset + 1] & 0xc0) == 0x80) || ! ((utf8[offset + 2] & 0xc0) == 0x80)) { + throw std::invalid_argument("invalid character"); + } + auto result = ((utf8[offset + 0] & 0x0f) << 12) | ((utf8[offset + 1] & 0x3f) << 6) | (utf8[offset + 2] & 0x3f); + offset += 3; + return result; + } + if (!(utf8[offset + 0] & 0x08)) { + if (offset + 3 >= utf8.size() || ! ((utf8[offset + 1] & 0xc0) == 0x80) || ! ((utf8[offset + 2] & 0xc0) == 0x80) || !((utf8[offset + 3] & 0xc0) == 0x80)) { + throw std::invalid_argument("invalid character"); + } + auto result = ((utf8[offset + 0] & 0x07) << 18) | ((utf8[offset + 1] & 0x3f) << 12) | ((utf8[offset + 2] & 0x3f) << 6) | (utf8[offset + 3] & 0x3f); + offset += 4; + return result; + } + throw std::invalid_argument("failed to convert utf8 to codepoint"); +} + +static std::vector unicode_cpt_flags_array() { + std::vector cpt_flags(MAX_CODEPOINTS, unicode_cpt_flags::UNDEFINED); + + assert (unicode_ranges_flags.begin()[0].first == 0); + assert (unicode_ranges_flags.begin()[unicode_ranges_flags.size()-1].first == MAX_CODEPOINTS); + for (size_t i = 1; i < unicode_ranges_flags.size(); ++i) { + const auto range_ini = unicode_ranges_flags.begin()[i-1]; // codepoint_ini, flags + const auto range_end = unicode_ranges_flags.begin()[i]; // codepoint_end, flags + for (uint32_t cpt = range_ini.first; cpt < range_end.first; ++cpt) { + cpt_flags[cpt] = range_ini.second; + } + } + + for (auto cpt : unicode_set_whitespace) { + cpt_flags[cpt].is_whitespace = true; + } + + for (auto p : unicode_map_lowercase) { + cpt_flags[p.second].is_lowercase = true; + } + + for (auto p : unicode_map_uppercase) { + cpt_flags[p.second].is_uppercase = true; + } + + for (auto &range : unicode_ranges_nfd) { // start, last, nfd + cpt_flags[range.nfd].is_nfd = true; + } + + return cpt_flags; +} + +static std::unordered_map unicode_byte_to_utf8_map() { + std::unordered_map map; + for (int ch = 0x21; ch <= 0x7E; ++ch) { // u'!' to u'~' + assert(0 <= ch && ch < 256); + map[ch] = unicode_cpt_to_utf8(ch); + } + for (int ch = 0xA1; ch <= 0xAC; ++ch) { // u'¡' to u'¬' + assert(0 <= ch && ch < 256); + map[ch] = unicode_cpt_to_utf8(ch); + } + for (int ch = 0xAE; ch <= 0xFF; ++ch) { // u'®' to u'ÿ' + assert(0 <= ch && ch < 256); + map[ch] = unicode_cpt_to_utf8(ch); + } + auto n = 0; + for (int ch = 0; ch < 256; ++ch) { + if (map.find(ch) == map.end()) { + map[ch] = unicode_cpt_to_utf8(256 + n); + ++n; + } + } + return map; +} + +static std::unordered_map unicode_utf8_to_byte_map() { + std::unordered_map map; + for (int ch = 0x21; ch <= 0x7E; ++ch) { // u'!' to u'~' + assert(0 <= ch && ch < 256); + map[unicode_cpt_to_utf8(ch)] = ch; + } + for (int ch = 0xA1; ch <= 0xAC; ++ch) { // u'¡' to u'¬' + assert(0 <= ch && ch < 256); + map[unicode_cpt_to_utf8(ch)] = ch; + } + for (int ch = 0xAE; ch <= 0xFF; ++ch) { // u'®' to u'ÿ' + assert(0 <= ch && ch < 256); + map[unicode_cpt_to_utf8(ch)] = ch; + } + auto n = 0; + for (int ch = 0; ch < 256; ++ch) { + if (map.find(unicode_cpt_to_utf8(ch)) == map.end()) { + map[unicode_cpt_to_utf8(256 + n)] = ch; + ++n; + } + } + return map; +} + +static inline std::wstring unicode_wstring_from_utf8(const std::string & s) { +#if defined(__clang__) + // disable C++17 deprecation warning for std::codecvt_utf8 +# pragma clang diagnostic push +# pragma clang diagnostic ignored "-Wdeprecated-declarations" +#elif defined(__GNUC__) +# pragma GCC diagnostic push +# pragma GCC diagnostic ignored "-Wdeprecated-declarations" +#endif + + std::wstring_convert> conv; + +#if defined(__clang__) +# pragma clang diagnostic pop +#elif defined(__GNUC__) +# pragma GCC diagnostic pop +#endif + + return conv.from_bytes(s); +} + +static std::vector unicode_byte_encoding_process(const std::vector & bpe_words) { + std::vector bpe_encoded_words; + for (const auto & word : bpe_words) { + std::string text_utf; + auto utf_word = unicode_cpts_from_utf8(word); + for (size_t i = 0; i < utf_word.size(); ++i) { + text_utf += unicode_cpt_to_utf8(utf_word[i]); + } + + std::string encoded_token; + for (char & c : text_utf) { + encoded_token += unicode_byte_to_utf8(c); + } + bpe_encoded_words.emplace_back(encoded_token); + } + return bpe_encoded_words; +} + +// GPT2 system regex: 's|'t|'re|'ve|'m|'ll|'d| ?\p{L}+| ?\p{N}+| ?[^\s\p{L}\p{N}]+|\s+(?!\S)|\s+ +static std::vector unicode_regex_split_custom_gpt2(const std::string & text, const std::vector & offsets) { + std::vector bpe_offsets; // store the offset of each word + bpe_offsets.reserve(offsets.size()); // Reserve memory for the approximate size + + const auto cpts = unicode_cpts_from_utf8(text); + + size_t start = 0; + for (auto offset : offsets) { + const size_t offset_ini = start; + const size_t offset_end = start + offset; + assert(offset_end <= cpts.size()); + start = offset_end; + + static const uint32_t OUT_OF_RANGE = 0xFFFFFFFF; + auto _get_cpt = [&] (const size_t pos) -> uint32_t { + return (offset_ini <= pos && pos < offset_end) ? cpts[pos] : OUT_OF_RANGE; + }; + + auto _get_flags = [&] (const size_t pos) -> unicode_cpt_flags { + return (offset_ini <= pos && pos < offset_end) ? unicode_cpt_flags_from_cpt(cpts[pos]) : unicode_cpt_flags{}; + }; + + size_t _prev_end = offset_ini; + auto _add_token = [&] (const size_t end) -> size_t { + assert(_prev_end <= end && end <= offset_end); + size_t len = end - _prev_end; + if (len > 0) { + bpe_offsets.push_back(len); + } + _prev_end = end; + //if (len > 0) { + // std::string s = ""; + // for(size_t p = end-len; p < end; p++) + // s += unicode_cpt_to_utf8(cpts[p]); + // printf(">>> '%s'\n", s.c_str()); + //} + return len; + }; + + for (size_t pos = offset_ini; pos < offset_end; /*pos++*/ ) { + const uint32_t cpt = _get_cpt(pos); + const auto flags = _get_flags(pos); + + // regex: 's|'t|'re|'ve|'m|'ll|'d + if (cpt == '\'' && pos+1 < offset_end) { + uint32_t cpt_next = _get_cpt(pos+1); + if (cpt_next == 's' || cpt_next == 't' || cpt_next == 'm' || cpt_next == 'd') { + pos += _add_token(pos+2); + continue; + } + if (pos+2 < offset_end) { + uint32_t cpt_next_next = _get_cpt(pos+2); + if ((cpt_next == 'r' && cpt_next_next == 'e') || + (cpt_next == 'v' && cpt_next_next == 'e') || + (cpt_next == 'l' && cpt_next_next == 'l')) { + pos += _add_token(pos+3); + continue; + } + } + } + + auto flags2 = (cpt == ' ' ? _get_flags(pos+1) : flags); + // regex: ?\p{L}+ + if (flags2.is_letter) { + pos += (cpt == ' '); + while (flags2.is_letter) { + flags2 = _get_flags(++pos); + } + _add_token(pos); + continue; + } + // regex: ?\p{N}+ + if (flags2.is_number) { + pos += (cpt == ' '); + while (flags2.is_number) { + flags2 = _get_flags(++pos); + } + _add_token(pos); + continue; + } + // regex: ?[^\s\p{L}\p{N}]+ + if (!(flags2.is_whitespace | flags2.is_letter | flags2.is_number) && flags2.as_uint()) { + pos += (cpt == ' '); + while (!(flags2.is_whitespace | flags2.is_letter | flags2.is_number) && flags2.as_uint()) { + flags2 = _get_flags(++pos); + } + _add_token(pos); + continue; + } + + size_t num_whitespaces = 0; + while (_get_flags(pos+num_whitespaces).is_whitespace) { + num_whitespaces++; + } + + // regex: \s+(?!\S) + if (num_whitespaces > 1 && _get_cpt(pos+num_whitespaces) != OUT_OF_RANGE) { + pos += num_whitespaces - 1; + _add_token(pos); + continue; + } + + // regex: \s+ + if (num_whitespaces > 0) { + pos += num_whitespaces; + _add_token(pos); + continue; + } + + // no matches + _add_token(++pos); + } + } + + return bpe_offsets; +} + +// LLAMA3 system regex: "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\r\n\p{L}\p{N}]?\p{L}+|\p{N}{1,3}| ?[^\s\p{L}\p{N}]+[\r\n]*|\s*[\r\n]+|\s+(?!\S)|\s+" +static std::vector unicode_regex_split_custom_llama3(const std::string & text, const std::vector & offsets) { + std::vector bpe_offsets; // store the offset of each word + bpe_offsets.reserve(offsets.size()); // Reserve memory for the approximate size + + const auto cpts = unicode_cpts_from_utf8(text); + + size_t start = 0; + for (auto offset : offsets) { + const size_t offset_ini = start; + const size_t offset_end = start + offset; + assert(offset_end <= cpts.size()); + start = offset_end; + + static const uint32_t OUT_OF_RANGE = 0xFFFFFFFF; + auto _get_cpt = [&] (const size_t pos) -> uint32_t { + return (offset_ini <= pos && pos < offset_end) ? cpts[pos] : OUT_OF_RANGE; + }; + + auto _get_flags = [&] (const size_t pos) -> unicode_cpt_flags { + return (offset_ini <= pos && pos < offset_end) ? unicode_cpt_flags_from_cpt(cpts[pos]) : unicode_cpt_flags{}; + }; + + size_t _prev_end = offset_ini; + auto _add_token = [&] (const size_t end) -> size_t { + assert(_prev_end <= end && end <= offset_end); + size_t len = end - _prev_end; + if (len > 0) { + bpe_offsets.push_back(len); + } + _prev_end = end; + //if (len > 0) { + // std::string s = ""; + // for(size_t p = end-len; p < end; p++) + // s += unicode_cpt_to_utf8(cpts[p]); + // printf(">>> '%s'\n", s.c_str()); + //} + return len; + }; + + for (size_t pos = offset_ini; pos < offset_end; /*pos++*/ ) { + const uint32_t cpt = _get_cpt(pos); + const auto flags = _get_flags(pos); + + // regex: (?i:'s|'t|'re|'ve|'m|'ll|'d) // case insensitive + if (cpt == '\'' && pos+1 < offset_end) { + uint32_t cpt_next = unicode_tolower(_get_cpt(pos+1)); + if (cpt_next == 's' || cpt_next == 't' || cpt_next == 'm' || cpt_next == 'd') { + pos += _add_token(pos+2); + continue; + } + if (pos+2 < offset_end) { + uint32_t cpt_next_next = unicode_tolower(_get_cpt(pos+2)); + if ((cpt_next == 'r' && cpt_next_next == 'e') || + (cpt_next == 'v' && cpt_next_next == 'e') || + (cpt_next == 'l' && cpt_next_next == 'l')) { + pos += _add_token(pos+3); + continue; + } + } + } + + // regex: [^\r\n\p{L}\p{N}]?\p{L}+ + if (!(cpt == '\r' || cpt == '\n' || flags.is_number)) { + if (flags.is_letter || _get_flags(pos+1).is_letter) { // one or more letters + pos++; + while (_get_flags(pos).is_letter) { + pos++; + } + _add_token(pos); + continue; + } + } + + // regex: \p{N}{1,3} + if (flags.is_number) { + size_t ini = pos; + while (_get_flags(pos).is_number) { + if (++pos - ini >= 3 ) { + _add_token(pos); + ini = pos; + } + } + _add_token(pos); + continue; + } + + // regex: ?[^\s\p{L}\p{N}]+[\r\n]* + auto flags2 = (cpt == ' ' ? _get_flags(pos+1) : flags); + if (!(flags2.is_whitespace | flags2.is_letter | flags2.is_number) && flags.as_uint()) { + pos += (cpt == ' '); + while (!(flags2.is_whitespace | flags2.is_letter | flags2.is_number) && flags2.as_uint()) { + flags2 = _get_flags(++pos); + } + uint32_t cpt2 = _get_cpt(pos); + while (cpt2 == '\r' || cpt2 == '\n') { + cpt2 = _get_cpt(++pos); + } + _add_token(pos); + continue; + } + + size_t num_whitespaces = 0; + size_t last_end_r_or_n = 0; + while (_get_flags(pos+num_whitespaces).is_whitespace) { + uint32_t cpt2 = _get_cpt(pos+num_whitespaces); + if (cpt2 == '\r' || cpt2 == '\n') { + last_end_r_or_n = pos + num_whitespaces + 1; + } + num_whitespaces++; + } + + // regex: \s*[\r\n]+ + if (last_end_r_or_n > 0) { + pos = last_end_r_or_n; + _add_token(pos); + continue; + } + + // regex: \s+(?!\S) + if (num_whitespaces > 1 && _get_cpt(pos+num_whitespaces) != OUT_OF_RANGE) { + pos += num_whitespaces - 1; + _add_token(pos); + continue; + } + + // regex: \s+ + if (num_whitespaces > 0) { + pos += num_whitespaces; + _add_token(pos); + continue; + } + + // no matches + _add_token(++pos); + } + } + + return bpe_offsets; +} + +// use std::wregex to split the text +static std::vector unicode_regex_split_stl(const std::wstring & wtext, const std::wstring & regex_expr, const std::vector & offsets) { + std::wregex expr(regex_expr); + std::vector bpe_offsets; // store the offset of each word + bpe_offsets.reserve(offsets.size()); // Reserve memory for the approximate size + size_t start = 0; + for (auto offset : offsets) { + std::wcregex_iterator it(wtext.data() + start, wtext.data() + start + offset, expr); + std::wcregex_iterator end; + + int64_t start_idx = 0; + while (it != end) { + std::wcmatch& match = const_cast(*it); + if (match.position() > start_idx) { + bpe_offsets.emplace_back(match.position() - start_idx); + } + bpe_offsets.emplace_back(match.length()); + start_idx = match.position() + match.length(); + ++it; + } + + if (start_idx < (int64_t) offset) { + bpe_offsets.emplace_back(offset - start_idx); + } + start += offset; + } + + return bpe_offsets; +} + +// use std::regex to split the text +static std::vector unicode_regex_split_stl(const std::string & text, const std::string & regex_expr, const std::vector & offsets) { + std::regex expr(regex_expr); + std::vector bpe_offsets; // store the offset of each word + bpe_offsets.reserve(offsets.size()); // Reserve memory for the approximate size + size_t start = 0; + for (auto offset : offsets) { + std::cregex_iterator it(text.data() + start, text.data() + start + offset, expr); + std::cregex_iterator end; + + int64_t start_idx = 0; + while (it != end) { + std::cmatch& match = const_cast(*it); + if (match.position() > start_idx) { + bpe_offsets.emplace_back(match.position() - start_idx); + } + bpe_offsets.emplace_back(match.length()); + start_idx = match.position() + match.length(); + ++it; + } + + if (start_idx < (int64_t) offset) { + bpe_offsets.emplace_back(offset - start_idx); + } + start += offset; + } + + return bpe_offsets; +} + +static std::vector unicode_regex_split_custom(const std::string & text, const std::string & regex_expr, const std::vector & offsets) { + std::vector bpe_offsets; + + if (regex_expr == "'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)") { + bpe_offsets = unicode_regex_split_custom_gpt2(text, offsets); + } else if ( + regex_expr == "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+" || + regex_expr == "(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+") { + + bpe_offsets = unicode_regex_split_custom_llama3(text, offsets); + } + + return bpe_offsets; +} + +// +// interface +// + +std::string unicode_cpt_to_utf8(uint32_t cpt) { + std::string result; + + if (/* 0x00 <= cpt && */ cpt <= 0x7f) { + result.push_back(cpt); + return result; + } + if (0x80 <= cpt && cpt <= 0x7ff) { + result.push_back(0xc0 | ((cpt >> 6) & 0x1f)); + result.push_back(0x80 | (cpt & 0x3f)); + return result; + } + if (0x800 <= cpt && cpt <= 0xffff) { + result.push_back(0xe0 | ((cpt >> 12) & 0x0f)); + result.push_back(0x80 | ((cpt >> 6) & 0x3f)); + result.push_back(0x80 | (cpt & 0x3f)); + return result; + } + if (0x10000 <= cpt && cpt <= 0x10ffff) { + result.push_back(0xf0 | ((cpt >> 18) & 0x07)); + result.push_back(0x80 | ((cpt >> 12) & 0x3f)); + result.push_back(0x80 | ((cpt >> 6) & 0x3f)); + result.push_back(0x80 | (cpt & 0x3f)); + return result; + } + + throw std::invalid_argument("invalid codepoint"); +} + +std::vector unicode_cpts_from_utf8(const std::string & utf8) { + std::vector result; + result.reserve(utf8.size()); + size_t offset = 0; + while (offset < utf8.size()) { + try { + result.push_back(unicode_cpt_from_utf8(utf8, offset)); + } + catch (const std::invalid_argument & /*ex*/) { + // Silently ignore invalid UTF-8 input to avoid leaking the exception beyond llama_tokenize + ++offset; + result.emplace_back(0xFFFD); // replacement character + } + } + return result; +} + +unicode_cpt_flags unicode_cpt_flags_from_cpt(const uint32_t cpt) { + static const unicode_cpt_flags undef(unicode_cpt_flags::UNDEFINED); + static const auto cpt_flags = unicode_cpt_flags_array(); + return cpt < cpt_flags.size() ? cpt_flags[cpt] : undef; +} + +std::string unicode_byte_to_utf8(uint8_t byte) { + static std::unordered_map map = unicode_byte_to_utf8_map(); + return map.at(byte); +} + +uint8_t unicode_utf8_to_byte(const std::string & utf8) { + static std::unordered_map map = unicode_utf8_to_byte_map(); + return map.at(utf8); +} + +uint32_t unicode_tolower(uint32_t cpt) { + // binary search + auto it = std::lower_bound(unicode_map_lowercase.begin(), unicode_map_lowercase.end(), cpt, + [](const std::pair & pair, uint32_t value) { + return pair.first < value; + }); + if (it != unicode_map_lowercase.end() && it->first == cpt) { + return it->second; + } + return cpt; // Return the original code point if no lowercase mapping is found +} + +std::vector unicode_regex_split(const std::string & text, const std::vector & regex_exprs) { + // unicode categories + static const std::map k_ucat_enum = { + { "\\p{N}", unicode_cpt_flags::NUMBER }, + { "\\p{L}", unicode_cpt_flags::LETTER }, + { "\\p{P}", unicode_cpt_flags::PUNCTUATION }, + { "\\p{M}", unicode_cpt_flags::ACCENT_MARK }, + { "\\p{S}", unicode_cpt_flags::SYMBOL }, + }; + + static const std::map k_ucat_cpt = { + { unicode_cpt_flags::NUMBER, 0xD1 }, + { unicode_cpt_flags::LETTER, 0xD2 }, + { unicode_cpt_flags::PUNCTUATION, 0xD3 }, + { unicode_cpt_flags::ACCENT_MARK, 0xD4 }, + { unicode_cpt_flags::SYMBOL, 0xD5 }, + }; + + static const std::map k_ucat_map = { + { unicode_cpt_flags::NUMBER, "\x30-\x39" }, // 0-9 + { unicode_cpt_flags::LETTER, "\x41-\x5A\x61-\x7A" }, // A-Za-z + { unicode_cpt_flags::PUNCTUATION, "\x21-\x23\x25-\x2A\x2C-\x2F\x3A-\x3B\x3F-\x40\\\x5B-\\\x5D\x5F\\\x7B\\\x7D" }, // !-#%-*,-/:-;?-@\[-\]_\{\} + { unicode_cpt_flags::ACCENT_MARK, "" }, // no sub-128 codepoints + { unicode_cpt_flags::SYMBOL, "\\\x24\\\x2B\x3C-\x3E\x5E\x60\\\x7C" }, // $+<=>^`| + }; + + // compute collapsed codepoints only if needed by at least one regex + bool need_collapse = false; + for (const auto & regex_expr : regex_exprs) { + // search for unicode categories + for (const auto & ucat : k_ucat_enum) { + if (std::string::npos != regex_expr.find(ucat.first)) { + need_collapse = true; + break; + } + } + } + + const auto cpts = unicode_cpts_from_utf8(text); + + // generate a "collapsed" representation of the text, where all codepoints are replaced by a single byte + // ref: https://github.com/ggml-org/llama.cpp/pull/6920#issuecomment-2081479935 + std::string text_collapsed; + if (need_collapse) { + // collapse all unicode categories + text_collapsed.resize(cpts.size()); + + for (size_t i = 0; i < cpts.size(); ++i) { + // keep single-byte codepoints as is + if (cpts[i] < 128) { + text_collapsed[i] = cpts[i]; + continue; + } + + const auto flags = unicode_cpt_flags_from_cpt(cpts[i]); + + if (flags.is_whitespace) { + //NOTE: C++ std::regex \s does not mach 0x85, Rust and Python regex does. + //text_collapsed[i] = (char) 0x85; // as whitespace fallback + text_collapsed[i] = (char) 0x0B; // as whitespace fallback + } else if (k_ucat_cpt.find(flags.category_flag()) != k_ucat_cpt.end()) { + text_collapsed[i] = k_ucat_cpt.at(flags.category_flag()); + } else { + text_collapsed[i] = (char) 0xD0; // fallback + } + } + } + + std::vector bpe_offsets = { cpts.size() }; + + for (const auto & regex_expr : regex_exprs) { + // first, see if we have an efficient custom regex implementation + auto tmp = unicode_regex_split_custom(text, regex_expr, bpe_offsets); + + if (!tmp.empty()) { + bpe_offsets = std::move(tmp); + continue; + } + + // fallback to general-purpose std::regex / std::wregex + try { + // if a unicode category is used in the regex, we use the collapsed text and replace the unicode category + // with the corresponding collapsed representation + bool use_collapsed = false; + for (const auto & ucat : k_ucat_enum) { + if (std::string::npos != regex_expr.find(ucat.first)) { + use_collapsed = true; + break; + } + } + + if (use_collapsed) { + // sanity-check that the original regex does not contain any non-ASCII characters + const auto cpts_regex = unicode_cpts_from_utf8(regex_expr); + for (size_t i = 0; i < cpts_regex.size(); ++i) { + if (cpts_regex[i] >= 128) { + throw std::runtime_error("Regex includes both unicode categories and non-ASCII characters - not supported"); + } + } + + // generate a collapsed representation of the regex + std::string regex_expr_collapsed; + + // track if we are inside [], because nested [] are not allowed + bool inside = false; + for (size_t i = 0; i < regex_expr.size(); ++i) { + if (regex_expr[i] == '[' && (i == 0 || regex_expr[i - 1] != '\\')) { + regex_expr_collapsed += '['; + inside = true; + continue; + } + + if (inside && regex_expr[i] == ']' && regex_expr[i - 1] != '\\') { + regex_expr_collapsed += ']'; + inside = false; + continue; + } + + if (regex_expr[i + 0] == '\\' && i + 4 < regex_expr.size() && + regex_expr[i + 1] == 'p' && + regex_expr[i + 2] == '{' && + regex_expr[i + 4] == '}') { + const std::string pat = regex_expr.substr(i, 5); + if (k_ucat_enum.find(pat) != k_ucat_enum.end()) { + if (!inside) { + regex_expr_collapsed += '['; + } + regex_expr_collapsed += k_ucat_cpt.at(k_ucat_enum.at(pat)); + regex_expr_collapsed += k_ucat_map.at(k_ucat_enum.at(pat)); + if (!inside) { + regex_expr_collapsed += ']'; + } + i += 4; + continue; + } + } + + regex_expr_collapsed += regex_expr[i]; + } + + //printf("text_collapsed: %s\n", text_collapsed.c_str()); + //printf("regex_expr_collapsed: %s\n", regex_expr_collapsed.c_str()); + bpe_offsets = unicode_regex_split_stl(text_collapsed, regex_expr_collapsed, bpe_offsets); + } else { + // no unicode category used, we can use std::wregex directly + const std::wstring wregex_expr = unicode_wstring_from_utf8(regex_expr); + + // std::wregex \s does not mach non-ASCII whitespaces, using 0x0B as fallback + std::wstring wtext(cpts.begin(), cpts.end()); + for (size_t i = 0; i < wtext.size(); ++i) { + if (wtext[i] > 0x7F && unicode_cpt_flags_from_cpt(wtext[i]).is_whitespace) { + wtext[i] = 0x0B; + } + } + + //printf("text: %s\n", text.c_str()); + //printf("regex_expr: %s\n", regex_expr.c_str()); + bpe_offsets = unicode_regex_split_stl(wtext, wregex_expr, bpe_offsets); + } + } catch (std::regex_error & e) { + fprintf(stderr, "Failed to process regex: '%s'\n", regex_expr.c_str()); + fprintf(stderr, "Regex error: %s\n", e.what()); + throw std::runtime_error("Failed to process regex"); + } + } + + std::vector bpe_words; + bpe_words.reserve(bpe_offsets.size()); // reserve memory for the approximate size + + size_t start = 0; + for (size_t & offset : bpe_offsets) { + bpe_words.emplace_back(); + for (size_t i = start; i < start + offset; ++i) { + bpe_words.back() += unicode_cpt_to_utf8(cpts[i]); + } + start += offset; + } + + return bpe_words; + + return unicode_byte_encoding_process(bpe_words); +} +}} \ No newline at end of file diff --git a/modules/dnn/src/tokenizer/unicode.hpp b/modules/dnn/src/tokenizer/unicode.hpp new file mode 100644 index 0000000000..61c33b6e36 --- /dev/null +++ b/modules/dnn/src/tokenizer/unicode.hpp @@ -0,0 +1,104 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// Adapted from the llama.cpp Unicode functionality: +// https://github.com/ggml-org/llama.cpp/blob/master/src/unicode.cpp +// +// This file is part of the OpenCV DNN module for tokenization. +// +////////////////////////////////////////////////////////////////////////////////////////*/ + +/*M/////////////////////////////////////////////////////////////////////////////////////// +// MIT License +// +// Copyright (c) 2023‑2024 The ggml authors +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. +// +////////////////////////////////////////////////////////////////////////////////////////*/ + +#ifndef __OPENCV_DNN_TOKENIZER_UNICODE_HPP__ +#define __OPENCV_DNN_TOKENIZER_UNICODE_HPP__ + +#include +#include +#include + +namespace cv { namespace dnn { + +struct unicode_cpt_flags { + enum { + UNDEFINED = 0x0001, + NUMBER = 0x0002, // regex: \p{N} + LETTER = 0x0004, // regex: \p{L} + SEPARATOR = 0x0008, // regex: \p{Z} + ACCENT_MARK = 0x0010, // regex: \p{M} + PUNCTUATION = 0x0020, // regex: \p{P} + SYMBOL = 0x0040, // regex: \p{S} + CONTROL = 0x0080, // regex: \p{C} + MASK_CATEGORIES = 0x00FF, + }; + + // codepoint type + uint16_t is_undefined : 1; + uint16_t is_number : 1; // regex: \p{N} + uint16_t is_letter : 1; // regex: \p{L} + uint16_t is_separator : 1; // regex: \p{Z} + uint16_t is_accent_mark : 1; // regex: \p{M} + uint16_t is_punctuation : 1; // regex: \p{P} + uint16_t is_symbol : 1; // regex: \p{S} + uint16_t is_control : 1; // regex: \p{C} + // helper flags + uint16_t is_whitespace : 1; // regex: \s + uint16_t is_lowercase : 1; + uint16_t is_uppercase : 1; + uint16_t is_nfd : 1; + + // decode from uint16 + inline unicode_cpt_flags(const uint16_t flags = 0) { + *reinterpret_cast(this) = flags; + } + + inline uint16_t as_uint() const { + return *reinterpret_cast(this); + } + + inline uint16_t category_flag() const { + return this->as_uint() & MASK_CATEGORIES; + } +}; + +std::string unicode_cpt_to_utf8 (uint32_t cpt); +uint32_t unicode_cpt_from_utf8(const std::string & utf8, size_t & offset); + +std::vector unicode_cpts_from_utf8(const std::string & utf8); + +unicode_cpt_flags unicode_cpt_flags_from_cpt (uint32_t cpt); + +std::string unicode_byte_to_utf8(uint8_t byte); +uint8_t unicode_utf8_to_byte(const std::string & utf8); + +uint32_t unicode_tolower(uint32_t cpt); + +std::vector unicode_regex_split(const std::string & text, const std::vector & regex_exprs); +}} +#endif diff --git a/modules/dnn/src/tokenizer/utils.hpp b/modules/dnn/src/tokenizer/utils.hpp new file mode 100644 index 0000000000..c03d23d5f6 --- /dev/null +++ b/modules/dnn/src/tokenizer/utils.hpp @@ -0,0 +1,32 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#ifndef __OPENCV_DNN_TOKENIZER_UTILS_HPP__ +#define __OPENCV_DNN_TOKENIZER_UTILS_HPP__ + +#include + +namespace cv { namespace dnn { + +// R"R50K('(?:[sdmt]|ll|ve|re)| ?\p{L}+| ?\p{N}+| ?[^\s\p{L}\p{N}]+|\s+$|\s+(?!\S)|\s)R50K" +static const std::string R50K_UTF8 = "'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)"; + +// GPT-4’s cl100k_base split pattern +// NOTE: This pattern is adapted from the original Python regex used for GPT-4's cl100k_base BPE split. +// The original Python pattern is: +// r"""'(?i:[sdmt]|ll|ve|re)|[^\r\n\p{L}\p{N}]?+\p{L}++|\p{N}{1,3}+| ?[^\s\p{L}\p{N}]++[\r\n]*+|\s++$|\s*[\r\n]|\s+(?!\S)|\s""" +// +// This C++ version differs in the following ways: +// 1. Possessive quantifiers (`++`, `*+`, `?+`) are replaced with standard quantifiers (`+`, `*`, `?`) +// because C++ std::regex does not support possessive quantifiers. +// 2. Inline case-insensitive group `(?i:...)` is replaced with a non-capturing group `(?:...)` +// because C++ std::regex does not support inline flags. Case-insensitivity must be handled separately. +// 3. The `$` anchor at the end of `\s++$` is omitted because it's not needed for splitting and may cause issues. +// 4. Unicode classes (`\p{L}`, `\p{N}`) are kept because the tokenizer's implementation handles them via custom llama.cpp logic. +// +// The resulting C++ pattern is compatible with std::regex and the tokenizer's Unicode handling logic. +static const std::string CL100K_BASE = R"CL100K('(?:[sSdDmMtT]|[lL][lL]|[vV][eE]|[rR][eE])|[^\r\n\p{L}\p{N}]?\p{L}+|\p{N}{1,3}| ?[^\s\p{L}\p{N}]+[\r\n]*|\s*[\r\n]|\s+(?!\S)|\s)CL100K"; + +}} +#endif diff --git a/modules/dnn/test/test_tokenizer.cpp b/modules/dnn/test/test_tokenizer.cpp new file mode 100644 index 0000000000..5ad2b9d169 --- /dev/null +++ b/modules/dnn/test/test_tokenizer.cpp @@ -0,0 +1,99 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include "test_precomp.hpp" + +namespace opencv_test { namespace { + +template +static String _tf(TString filename) { + String basetestdir = getOpenCVExtraDir(); + size_t len = basetestdir.size(); + if(len > 0 && basetestdir[len-1] != '/' && basetestdir[len-1] != '\\') + return (basetestdir + "/dnn/llm") + filename; + return (basetestdir + "dnn/llm/") + filename; +} + +TEST(Tokenizer_BPE, Tokenizer_GPT2_Tokens) { + std::string gpt2_model = _tf("gpt2/config.json"); + Tokenizer tok = Tokenizer::load(gpt2_model); + std::vector tokens = tok.encode("hello world"); + std::vector expected = {31373, 995}; + EXPECT_EQ(tokens, expected); +} + +TEST(Tokenizer_BPE, Tokenizer_GPT4) { + std::string gpt4_model = _tf("gpt4/config.json"); + Tokenizer tok = Tokenizer::load(gpt4_model); + + std::vector tokens = tok.encode("hello world"); + std::vector expected = {15339, 1917}; + EXPECT_EQ(tokens, expected); + + std::string sent = tok.decode({15339, 1917}); + std::string expec_str = "hello world"; + EXPECT_EQ(sent, expec_str); + +} + +TEST(Tokenizer_BPE, Tokenizer_GPT2) { + std::string gpt2_model = _tf("gpt2/config.json"); + Tokenizer tok = Tokenizer::load(gpt2_model); + auto ids = tok.encode("hello world"); + for (auto id : ids) std::cout << id << " "; + std::cout << std::endl; + auto txt = tok.decode(ids); + EXPECT_EQ(txt, "hello world"); + + // "Long characters" in Chinese + auto ids_j = tok.encode("\xe9\x95\xbf\xe5\xad\x97\xe7\xac\xa6"); + std::string word = tok.decode(ids_j); + std::cout << word << std::endl; +} + +TEST(Tokenizer_BPE, Tokenizer_GPT2_Model) { + std::string gpt2_model = _tf("gpt2/config.json"); + Tokenizer tok = Tokenizer::load(gpt2_model); + auto ids = tok.encode("hello world"); + auto text = tok.decode(ids); + EXPECT_EQ(text, "hello world"); +} + +TEST(Tokenizer_BPE, SimpleRepeated_GPT2) { + Tokenizer gpt2_tok = Tokenizer::load(_tf("gpt2/config.json")); + EXPECT_EQ(gpt2_tok.encode("0"), std::vector({15})); + EXPECT_EQ(gpt2_tok.encode("00"), std::vector({405})); + EXPECT_EQ(gpt2_tok.encode("000"), std::vector({830})); + EXPECT_EQ(gpt2_tok.encode("0000"), std::vector({2388})); + EXPECT_EQ(gpt2_tok.encode("00000"), std::vector({20483})); + EXPECT_EQ(gpt2_tok.encode("000000"), std::vector({10535})); + EXPECT_EQ(gpt2_tok.encode("0000000"), std::vector({24598})); + EXPECT_EQ(gpt2_tok.encode("00000000"), std::vector({8269})); + EXPECT_EQ(gpt2_tok.encode("000000000"), std::vector({10535, 830})); + EXPECT_EQ(gpt2_tok.encode("0000000000"), std::vector({8269, 405})); + EXPECT_EQ(gpt2_tok.encode("00000000000"), std::vector({8269, 830})); + EXPECT_EQ(gpt2_tok.encode("000000000000"), std::vector({8269, 2388})); + EXPECT_EQ(gpt2_tok.encode("0000000000000"), std::vector({8269, 20483})); + EXPECT_EQ(gpt2_tok.encode("00000000000000"), std::vector({8269, 10535})); + EXPECT_EQ(gpt2_tok.encode("000000000000000"), std::vector({8269, 24598})); + EXPECT_EQ(gpt2_tok.encode("0000000000000000"), std::vector({25645})); + EXPECT_EQ(gpt2_tok.encode("00000000000000000"), std::vector({8269, 10535, 830})); +} + +TEST(Tokenizer_BPE, CatastrophicallyRepetitive_GPT2) { + Tokenizer gpt2_tok = Tokenizer::load(_tf("gpt2/config.json")); + std::vector chars = {"^", "0", "a", "'s", " ", "\n"}; + for (const auto& c : chars) { + std::string big_value(c.size() == 1 ? 10000 : 10000 * c.size(), c[0]); + if (c == "'s") big_value = std::string(10000, '\'') + std::string(10000, 's'); + EXPECT_EQ(big_value, gpt2_tok.decode(gpt2_tok.encode(big_value))); + + std::string with_space = " " + big_value; + EXPECT_EQ(with_space, gpt2_tok.decode(gpt2_tok.encode(with_space))); + + std::string with_newline = big_value + "\n"; + EXPECT_EQ(with_newline, gpt2_tok.decode(gpt2_tok.encode(with_newline))); + } +} +}} diff --git a/modules/python/test/test_tokenizer.py b/modules/python/test/test_tokenizer.py new file mode 100644 index 0000000000..67516a5ad2 --- /dev/null +++ b/modules/python/test/test_tokenizer.py @@ -0,0 +1,67 @@ +#!/usr/bin/env python + +''' +Test for Tokenizer Python bindings +''' + +from __future__ import print_function + +import cv2 as cv +import os +import json + +from tests_common import NewOpenCVTests + +def _tf(filename=""): + base = os.environ.get("OPENCV_TEST_DATA_PATH") or os.getcwd() + path = os.path.join(base, "dnn", "llm", filename) + if not os.path.exists(path): + raise FileNotFoundError( + f"Missing test data: {path}. " + "Set OPENCV_TEST_DATA_PATH to the testdata root contains dnn/llm." + ) + return path + +class TokenizerBindingTest(NewOpenCVTests): + def test_tokenizer_binding(self): + try: + tokenizer = cv.dnn.Tokenizer + print("Tokenizer binding is available.", tokenizer) + gpt2_model = _tf("gpt2/config.json") + tokenizer = cv.dnn.Tokenizer.load(gpt2_model) + print("Tokenizer loaded from:", gpt2_model) + except AttributeError: + self.fail("Tokenizer binding is NOT available.") + + def test_tokenizer_gpt2(self): + tok = cv.dnn.Tokenizer.load((_tf("gpt2/config.json"))) + ids = tok.encode("hello world") + print(ids) + txt = tok.decode(ids) + self.assertEqual(txt, "hello world") + + def test_tokenizer_gpt4(self): + tok = cv.dnn.Tokenizer.load(_tf("gpt4/config.json")) + tokens = tok.encode("hello world") + # expects {15339, 1917} + self.assertEqual(list(tokens), [15339, 1917]) + sent = tok.decode([15339, 1917]) + self.assertEqual(sent, "hello world") + + def test_with_hf_tiktoken(self): + tok = cv.dnn.Tokenizer.load(_tf("gpt2/config.json")) + with open(_tf("gpt2/gpt2_hf_tik_testdata.json"), "r", encoding="utf-8") as f: + golden = json.load(f) + + for s in golden["samples"]: + text = s["text"] + expected = s["ids"] + got = tok.encode(text).tolist() + self.assertEqual( + got, expected, + msg=f"Mismatch for sample '{s['name']}'" + ) + self.assertEqual(tok.decode(expected), text) + +if __name__ == '__main__': + NewOpenCVTests.bootstrap() diff --git a/samples/dnn/gpt2_inference.py b/samples/dnn/gpt2_inference.py index f9a5a2b072..eaf4c563e8 100644 --- a/samples/dnn/gpt2_inference.py +++ b/samples/dnn/gpt2_inference.py @@ -10,7 +10,7 @@ To export GPT-2 model to ONNX, you can use the following procedure: 1. Clone fork of Andrej Karpathy's GPT-2 repository: - git clone -b ash/export-gpt2-onnx-dynamic https://github.com/Abdurrahheem/build-nanogpt.git + git clone -b fix-dynamic-axis-export https://github.com/nklskyoy/build-nanogpt 2. Install the required dependencies: @@ -27,11 +27,10 @@ Run the script: pip install tiktoken==0.7.0 numpy tqdm 2. Run the script: - python gpt2_inference.py --model= --prompt= + python gpt2_inference.py --model= --tokenizer_path= --prompt= ''' import numpy as np -import tiktoken import argparse import cv2 as cv @@ -39,8 +38,9 @@ def parse_args(): parser = argparse.ArgumentParser(description='Use this script to run GPT-2 inference in OpenCV', formatter_class=argparse.ArgumentDefaultsHelpFormatter) parser.add_argument('--model', type=str, required=True, help='Path to GPT-2 model ONNX model file.') + parser.add_argument('--tokenizer_path', type=str, required=True, help='Path to GPT-2 tokenizer config file.') parser.add_argument("--prompt", type=str, default="Hello, I'm a language model,", help="Prompt to start with.") - parser.add_argument("--max_seq_len", type=int, default=1024, help="Number of tokens to continue.") + parser.add_argument("--max_seq_len", type=int, default=32, help="Number of tokens to continue.") parser.add_argument("--seed", type=int, default=0, help="Random seed") return parser.parse_args() @@ -50,71 +50,40 @@ def stable_softmax(logits): -def gpt2_inference(net, tokens, max_length, tokenizer): +def gpt2_inference(net, prompt, max_length, tokenizer): print("Inferencing GPT-2 model...") - x = np.array(tokens) - x = np.tile(x, (1, 1)).astype(np.int32) - pos = np.arange(0, len(x), dtype=np.int32) - # warm up - net.setInputsNames(['input_ids', 'position_ids']) - net.setInput(x, 'input_ids') - net.setInput(pos, 'position_ids') - logits = net.forward() + tokens = tokenizer.encode(prompt).reshape(1,-1) stop_tokens = (50256, ) ## could be extended to include more stop tokens - print("\n", tokenizer.decode(tokens), sep="", end="") - while 0 < max_length and x[:, -1] not in stop_tokens: + while 0 < max_length and tokens[:, -1] not in stop_tokens: - net.setInputsNames(['input_ids', 'position_ids']) - net.setInput(x, 'input_ids') - net.setInput(pos, 'position_ids') + net.setInputsNames(['idx']) + net.setInput(tokens, 'idx') logits = net.forward() - - # logits is assumed to be (B, seq_length, vocab_size) and needs to be the last token's logits logits = logits[:, -1, :] # (B, vocab_size) - # Get the probabilities using softmax - probs = stable_softmax(logits) + # use hard sampling + new_idx = np.argmax(logits.reshape(-1)).reshape(1,1) - # Do top-k sampling of 50 - topk_indices = np.argpartition(probs, -50, axis=-1)[:, -50:] - topk_probs = np.take_along_axis(probs, topk_indices, axis=-1) - - # Normalize top-k probabilities - topk_probs /= np.sum(topk_probs, axis=-1, keepdims=True) - - # Select a token from the top-k probabilities - sampled_indices = [np.random.choice(topk_indices[i], p=topk_probs[i]) for i in range(len(topk_probs))] - sampled_indices = np.array(sampled_indices).reshape(-1, 1) - - # Decode and print the new token - new_word = tokenizer.decode([sampled_indices[0, 0]]) - - ## clean the prints from the previous line - print(new_word, end='', flush=True) - - # Append to the sequence - x = np.concatenate((x, sampled_indices), axis=1) - pos = np.arange(0, x.shape[1], dtype=np.int32) # shape (T) + tokens = np.concatenate((tokens, new_idx), axis=1) max_length -= 1 + return tokens + - print('\n') if __name__ == '__main__': args = parse_args() print("Preparing GPT-2 model...") - - np.random.seed(args.seed) max_length = args.max_seq_len prompt = args.prompt + tokenizer_path = args.tokenizer_path - net = cv.dnn.readNet(args.model) + net = cv.dnn.readNetFromONNX(args.model, cv.dnn.ENGINE_NEW) + tokenizer = cv.dnn.Tokenizer.load(tokenizer_path) - enc = tiktoken.get_encoding('gpt2') - tokens = enc.encode(prompt) - - gpt2_inference(net, tokens, max_length, enc) + tokens = gpt2_inference(net, prompt, max_length, tokenizer) + print(tokenizer.decode(tokens[0]))