#include "sizes.hh" #include "model.hh" #include "../util/file_piece.hh" #include #include namespace lm { namespace ngram { void ShowSizes(const std::vector &counts, const lm::ngram::Config &config) { uint64_t sizes[6]; sizes[0] = ProbingModel::Size(counts, config); sizes[1] = RestProbingModel::Size(counts, config); sizes[2] = TrieModel::Size(counts, config); sizes[3] = QuantTrieModel::Size(counts, config); sizes[4] = ArrayTrieModel::Size(counts, config); sizes[5] = QuantArrayTrieModel::Size(counts, config); uint64_t max_length = *std::max_element(sizes, sizes + sizeof(sizes) / sizeof(uint64_t)); uint64_t min_length = *std::min_element(sizes, sizes + sizeof(sizes) / sizeof(uint64_t)); uint64_t divide; char prefix; if (min_length < (1 << 10) * 10) { prefix = ' '; divide = 1; } else if (min_length < (1 << 20) * 10) { prefix = 'k'; divide = 1 << 10; } else if (min_length < (1ULL << 30) * 10) { prefix = 'M'; divide = 1 << 20; } else { prefix = 'G'; divide = 1 << 30; } long int length = std::max(2, static_cast(ceil(log10((double) max_length / divide)))); std::cerr << "Memory estimate for binary LM:\ntype "; // right align bytes. for (long int i = 0; i < length - 2; ++i) std::cerr << ' '; std::cerr << prefix << "B\n" "probing " << std::setw(length) << (sizes[0] / divide) << " assuming -p " << config.probing_multiplier << "\n" "probing " << std::setw(length) << (sizes[1] / divide) << " assuming -r models -p " << config.probing_multiplier << "\n" "trie " << std::setw(length) << (sizes[2] / divide) << " without quantization\n" "trie " << std::setw(length) << (sizes[3] / divide) << " assuming -q " << (unsigned)config.prob_bits << " -b " << (unsigned)config.backoff_bits << " quantization \n" "trie " << std::setw(length) << (sizes[4] / divide) << " assuming -a " << (unsigned)config.pointer_bhiksha_bits << " array pointer compression\n" "trie " << std::setw(length) << (sizes[5] / divide) << " assuming -a " << (unsigned)config.pointer_bhiksha_bits << " -q " << (unsigned)config.prob_bits << " -b " << (unsigned)config.backoff_bits<< " array pointer compression and quantization\n"; } void ShowSizes(const std::vector &counts) { lm::ngram::Config config; ShowSizes(counts, config); } void ShowSizes(const char *file, const lm::ngram::Config &config) { std::vector counts; util::FilePiece f(file); lm::ReadARPACounts(f, counts); ShowSizes(counts, config); } }} //namespaces