Source code of Windows XP (NT5)
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//$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$
//
// Copyright (c) 2001 Microsoft Corporation. All rights reserved.
//
// Module:
// volcano/dll/vtunefl.c
//
// Description:
// Volcano tuning parameters, training and runtime code
//
// Author:
// hrowley
//
//$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$
#include <stdio.h>
#include <float.h>
#include <stdlib.h>
#include "common.h"
#include "vtune.h"
// An array of names of the weights, for the tuning program
wchar_t *g_wszVTuneWeightNames[VTUNE_NUM_WEIGHTS] =
{
L"Circle",
L"IJ",
L"Unigram",
L"CharShapeBoxUni",
L"CharCrane",
L"CharOtter",
L"CharZilla",
L"CharHound",
L"StrShapeBoxUni",
L"StrCrane",
L"StrOtter",
L"StrZilla",
L"StrHound",
L"StrShapeBoxBi",
L"StrSUnigram",
L"StrBigram",
L"StrCBigram",
L"FreeProb",
L"FreeSUnigram",
L"FreeBigram",
L"FreeCBigram",
L"FreeShapeUni",
L"FreeShapeBi",
L"FreeSegUni",
L"FreeSegBi"
};
///////////////////////////////////////
//
// VTuneInit
//
// Initialize the parameter database to a reasonable set of defaults
// based on the previous volcano parameters.
//
// Parameters:
// pTune: [out] Pointer to a parameter database to be initialized
//
// Return values:
// None.
//
//////////////////////////////////////
void VTuneInit(VOLCANO_PARAMS *pTune)
{
int i;
// Initialize the header
pTune->dwFileType = VTUNE_FILE_TYPE;
pTune->iFileVer = VTUNE_CUR_FILE_VERSION;
pTune->iMinCodeVer = VTUNE_MIN_FILE_VERSION;
// Untunable parameters, not enough data
pTune->weights.afl[VTUNE_ADHOC_CIRCLE] = (float) 18;
pTune->weights.afl[VTUNE_ADHOC_IJ] = (float) 5;
// One fixed weight to get everything to scale well
pTune->weights.afl[VTUNE_UNIGRAM] = (float) 1;
// Initialize the weights for all the core recognizers.
for (i = 0; i < VOLCANO_CONFIG_NUM_CORE_RECOGNIZERS; i++)
{
pTune->weights.afl[VTUNE_CHAR_CORE + i] = (float) 1;
pTune->weights.afl[VTUNE_STRING_CORE + i] = (float) 1;
}
// Character mode parameters
pTune->weights.afl[VTUNE_CHAR_CRANE] = (float) 1;
pTune->weights.afl[VTUNE_CHAR_CORE + VOLCANO_CONFIG_ZILLA] = (float) 9.469135;
pTune->weights.afl[VTUNE_CHAR_SHAPE_BOX_UNIGRAM] = (float) 0.4;
// String mode parameters
pTune->weights.afl[VTUNE_STRING_CRANE] = (float) 1;
pTune->weights.afl[VTUNE_STRING_CORE + VOLCANO_CONFIG_ZILLA] = (float) 9.469135;
pTune->weights.afl[VTUNE_STRING_SHAPE_BOX_UNIGRAM] = (float) 0.4;
pTune->weights.afl[VTUNE_STRING_SHAPE_BOX_BIGRAM] = (float) 0.0747;
pTune->weights.afl[VTUNE_STRING_SMOOTHING_UNIGRAM] = (float) 0.455;
pTune->weights.afl[VTUNE_STRING_BIGRAM] = (float) 0.0576;
pTune->weights.afl[VTUNE_STRING_CLASS_BIGRAM] = (float) 0.0;
// Free mode parameters
pTune->weights.afl[VTUNE_FREE_SMOOTHING_UNIGRAM] = (float) 0.455;
pTune->weights.afl[VTUNE_FREE_BIGRAM] = (float) 0.0576;
pTune->weights.afl[VTUNE_FREE_CLASS_BIGRAM] = (float) 0.0;
pTune->weights.afl[VTUNE_FREE_SEG_UNIGRAM] = (float) 0.227;
pTune->weights.afl[VTUNE_FREE_SEG_BIGRAM] = (float) 0.227;
pTune->weights.afl[VTUNE_FREE_SHAPE_UNIGRAM] = (float) 0.4;
pTune->weights.afl[VTUNE_FREE_SHAPE_BIGRAM] = (float) 0.0747;
pTune->weights.afl[VTUNE_FREE_PROB] = (float) 1.0;
// The following five parameters are not tuned using the
// linear tuning algorithm so they are not placed in the array
// of weights.
// Zilla geometric weighting
pTune->flZillaGeo = (float) 1.333333;
// IFELang3 weightings
pTune->flStringHwxWeight = (float) (7000.0);
pTune->flStringHwxThreshold = -FLT_MAX;
pTune->flFreeHwxWeight = (float) (1250.0);
pTune->flFreeHwxThreshold = -FLT_MAX;
}
///////////////////////////////////////
//
// VTuneWriteFile
//
// Given a set of parameters and a file name, write out the database.
//
// Parameters:
// pTune: [in] The parameters to write out
// wszFileName: [in] The file name to write to
//
// Return values:
// TRUE on success, FALSE on failure.
//
//////////////////////////////////////
BOOL VTuneWriteFile(VOLCANO_PARAMS *pTune, wchar_t *wszFileName)
{
FILE *f = _wfopen(wszFileName, L"wb");
if (f == NULL)
{
return FALSE;
}
if (fwrite(pTune, sizeof(VOLCANO_PARAMS), 1, f) < 1)
{
fclose(f);
return FALSE;
}
if (fclose(f) < 0)
{
return FALSE;
}
return TRUE;
}
///////////////////////////////////////
//
// VTuneLoadFileFromName
//
// Given a pointer to a parameter structure and a file name, read
// the parameter database in.
//
// Parameters:
// pTune: [out] Pointer to parameter structure to fill in
// wszFileName: [in] File to read from
//
// Return values:
// TRUE on success, FALSE on failure.
//
//////////////////////////////////////
BOOL VTuneLoadFileFromName(VOLCANO_PARAMS *pTune, wchar_t *wszFileName)
{
FILE *f = _wfopen(wszFileName, L"rb");
if (f == NULL) return FALSE;
if (fread(pTune, sizeof(VOLCANO_PARAMS), 1, f) < 1)
{
fclose(f);
return FALSE;
}
fclose(f);
// Check the file version
if (!VTuneCheckFileVersion(pTune))
{
return FALSE;
}
return TRUE;
}
///////////////////////////////////////
//
// VTuneLoadFile
//
// Given a parameter information structure and a path,
// map the database from a file called vtune.bin in that
// directory and fill in the info structure.
//
// Parameters:
// pInfo: [out] Pointer to the parameter information structure to fill in.
// wszPath: [in] Name of directory to map vtune.bin from
//
// Return values:
// TRUE on success, FALSE on failure.
//
//////////////////////////////////////
BOOL VTuneLoadFile(VOLCANO_PARAMS_INFO *pInfo, wchar_t *wszPath)
{
wchar_t wszFile[_MAX_PATH];
// Generate path to file.
FormatPath(wszFile, wszPath, (wchar_t *)0, (wchar_t *)0, (wchar_t *)0, L"vtune.bin");
pInfo->pTune = (VOLCANO_PARAMS *) DoOpenFile(&pInfo->info, wszFile);
if (pInfo->pTune == NULL)
{
ASSERT(("Failed to map file for VTune database.\n", FALSE));
return FALSE;
}
// Check the file version
return VTuneCheckFileVersion(pInfo->pTune);
}
///////////////////////////////////////
//
// VTuneUnloadFile
//
// Given a parameter information structure, close the mapping
// from the file that holds the parameters.
//
// Parameters:
// pInfo: [in] Pointer to the parameter information structure to fill in.
//
// Return values:
// TRUE on success, FALSE on failure.
//
//////////////////////////////////////
BOOL VTuneUnloadFile(VOLCANO_PARAMS_INFO *pInfo)
{
return DoCloseFile(&pInfo->info);
}
///////////////////////////////////////
//
// VTuneCompressTuningRecord
//
// Given an array of scores from the various recognizer components,
// write it out to a file in a compact form. The compaction process
// makes two assumptions, first that there are less than 32 components,
// and second that many of the component scores will be zero. The compact
// form consists of a DWORD which is a bitmask of which components
// have non-zero stores, followed by FLOATs giving those scores.
//
// Parameters:
// f: [in] File to write tuning information to
// pTune: [in] Array of component scores to write out
//
// Return values:
// TRUE on success, FALSE on write failure.
//
//////////////////////////////////////
BOOL VTuneCompressTuningRecord(FILE *f, VOLCANO_WEIGHTS *pTune)
{
#if VTUNE_NUM_WEIGHTS > 32
#error VTUNE_NUM_WEIGHTS must be not be more than 32
#endif
int i;
// Build the bitmask of non-zero scores
DWORD fFlags = 0;
for (i = 0; i < VTUNE_NUM_WEIGHTS; i++)
{
if (pTune->afl[i] != 0)
{
fFlags |= (1 << i);
}
}
// Write out the bitmask
if (fwrite(&fFlags, sizeof(DWORD), 1, f) < 1)
{
return FALSE;
}
// Then write out the non-zero scores
for (i = 0; i < VTUNE_NUM_WEIGHTS; i++)
{
if (pTune->afl[i] != 0)
{
if (fwrite(pTune->afl + i, sizeof(FLOAT), 1, f) < 1)
{
return FALSE;
}
}
}
return TRUE;
}
///////////////////////////////////////
//
// VTuneDecompressTuningRecord
//
// Given a compacted array of scores as produced by the VTuneCompressTuningRecord,
// unpack it into a flat array for use by the tuning programs.
//
// Parameters:
// pTune: [out] Pointer to score array to fill in
// pBuffer: [in] Pointer to the compacted record
//
// Return values:
// Pointer to the next tuning record.
//
//////////////////////////////////////
DWORD *VTuneDecompressTuningRecord(VOLCANO_WEIGHTS *pTune, DWORD *pBuffer)
{
int i;
// Get the bitmask of non-zero scores
DWORD fFlags = *(pBuffer++);
// Initialize all the scores to zero
VTuneZeroWeights(pTune);
// Then run through all the non-zero scores and fill them in
for (i = 0; i < VTUNE_NUM_WEIGHTS; i++)
{
if (fFlags & (1 << i))
{
pTune->afl[i] = *((FLOAT *)pBuffer);
pBuffer++;
}
}
return pBuffer;
}
///////////////////////////////////////
//
// VTuneAddScores
//
// Add an array of scores to another array of scores
//
// Parameters:
// pDest: [in/out] Array of scores where the result is stored.
// pSrc: [in] Array of scores to add to pDest.
//
// Return values:
// None.
//
//////////////////////////////////////
void VTuneAddScores(VOLCANO_WEIGHTS *pDest, VOLCANO_WEIGHTS *pSrc)
{
int i;
for (i = 0; i < VTUNE_NUM_WEIGHTS; i++)
{
pDest->afl[i] += pSrc->afl[i];
}
}