mirror of
https://github.com/moses-smt/mosesdecoder.git
synced 2024-09-11 11:25:40 +03:00
14e02978fc
Avoid unspecified behavior of mmap when a file is resized reported by Christian Hardmeier
Fixes for Mavericks and a workaround for Boost's broken semaphore
Clean clang compile (of kenlm)
Merged some of 744376b3fb but also undid some of it because it was just masking a fundaemntal problem with pread rather than working around windows limitations
94 lines
3.7 KiB
C++
94 lines
3.7 KiB
C++
/* Quantize into bins of equal size as described in
|
||
* M. Federico and N. Bertoldi. 2006. How many bits are needed
|
||
* to store probabilities for phrase-based translation? In Proc.
|
||
* of the Workshop on Statistical Machine Translation, pages
|
||
* 94–101, New York City, June. Association for Computa-
|
||
* tional Linguistics.
|
||
*/
|
||
|
||
#include "lm/quantize.hh"
|
||
|
||
#include "lm/binary_format.hh"
|
||
#include "lm/lm_exception.hh"
|
||
#include "util/file.hh"
|
||
|
||
#include <algorithm>
|
||
#include <numeric>
|
||
|
||
namespace lm {
|
||
namespace ngram {
|
||
|
||
namespace {
|
||
|
||
void MakeBins(std::vector<float> &values, float *centers, uint32_t bins) {
|
||
std::sort(values.begin(), values.end());
|
||
std::vector<float>::const_iterator start = values.begin(), finish;
|
||
for (uint32_t i = 0; i < bins; ++i, ++centers, start = finish) {
|
||
finish = values.begin() + ((values.size() * static_cast<uint64_t>(i + 1)) / bins);
|
||
if (finish == start) {
|
||
// zero length bucket.
|
||
*centers = i ? *(centers - 1) : -std::numeric_limits<float>::infinity();
|
||
} else {
|
||
*centers = std::accumulate(start, finish, 0.0) / static_cast<float>(finish - start);
|
||
}
|
||
}
|
||
}
|
||
|
||
const char kSeparatelyQuantizeVersion = 2;
|
||
|
||
} // namespace
|
||
|
||
void SeparatelyQuantize::UpdateConfigFromBinary(const BinaryFormat &file, uint64_t offset, Config &config) {
|
||
unsigned char buffer[3];
|
||
file.ReadForConfig(buffer, 3, offset);
|
||
char version = buffer[0];
|
||
config.prob_bits = buffer[1];
|
||
config.backoff_bits = buffer[2];
|
||
if (version != kSeparatelyQuantizeVersion) UTIL_THROW(FormatLoadException, "This file has quantization version " << (unsigned)version << " but the code expects version " << (unsigned)kSeparatelyQuantizeVersion);
|
||
}
|
||
|
||
void SeparatelyQuantize::SetupMemory(void *base, unsigned char order, const Config &config) {
|
||
prob_bits_ = config.prob_bits;
|
||
backoff_bits_ = config.backoff_bits;
|
||
// We need the reserved values.
|
||
if (config.prob_bits == 0) UTIL_THROW(ConfigException, "You can't quantize probability to zero");
|
||
if (config.backoff_bits == 0) UTIL_THROW(ConfigException, "You can't quantize backoff to zero");
|
||
if (config.prob_bits > 25) UTIL_THROW(ConfigException, "For efficiency reasons, quantizing probability supports at most 25 bits. Currently you have requested " << static_cast<unsigned>(config.prob_bits) << " bits.");
|
||
if (config.backoff_bits > 25) UTIL_THROW(ConfigException, "For efficiency reasons, quantizing backoff supports at most 25 bits. Currently you have requested " << static_cast<unsigned>(config.backoff_bits) << " bits.");
|
||
// Reserve 8 byte header for bit counts.
|
||
actual_base_ = static_cast<uint8_t*>(base);
|
||
float *start = reinterpret_cast<float*>(actual_base_ + 8);
|
||
for (unsigned char i = 0; i < order - 2; ++i) {
|
||
tables_[i][0] = Bins(prob_bits_, start);
|
||
start += (1ULL << prob_bits_);
|
||
tables_[i][1] = Bins(backoff_bits_, start);
|
||
start += (1ULL << backoff_bits_);
|
||
}
|
||
longest_ = tables_[order - 2][0] = Bins(prob_bits_, start);
|
||
}
|
||
|
||
void SeparatelyQuantize::Train(uint8_t order, std::vector<float> &prob, std::vector<float> &backoff) {
|
||
TrainProb(order, prob);
|
||
|
||
// Backoff
|
||
float *centers = tables_[order - 2][1].Populate();
|
||
*(centers++) = kNoExtensionBackoff;
|
||
*(centers++) = kExtensionBackoff;
|
||
MakeBins(backoff, centers, (1ULL << backoff_bits_) - 2);
|
||
}
|
||
|
||
void SeparatelyQuantize::TrainProb(uint8_t order, std::vector<float> &prob) {
|
||
float *centers = tables_[order - 2][0].Populate();
|
||
MakeBins(prob, centers, (1ULL << prob_bits_));
|
||
}
|
||
|
||
void SeparatelyQuantize::FinishedLoading(const Config &config) {
|
||
uint8_t *actual_base = actual_base_;
|
||
*(actual_base++) = kSeparatelyQuantizeVersion; // version
|
||
*(actual_base++) = config.prob_bits;
|
||
*(actual_base++) = config.backoff_bits;
|
||
}
|
||
|
||
} // namespace ngram
|
||
} // namespace lm
|