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zstd/contrib/experimental_dict_builders/benchmarkDictBuilder
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Jennifer Liu 9d6ed9def3 Merge fastCover into DictBuilder (#1274) 
* Minor fix

* Run non-optimize FASTCOVER 5 times in benchmark

* Merge fastCover into dictBuilder

* Fix mixed declaration issue

* Add fastcover to symbol.c

* Add fastCover.c and cover.h to build

* Change fastCover.c to fastcover.c

* Update benchmark to run FASTCOVER in dictBuilder

* Undo spliting fastcover_param into cover_param and f

* Remove convert param functions

* Assign f to parameter

* Add zdict.h to Makefile in lib

* Add cover.h to BUCK

* Cast 1 to U64 before shifting

* Remove trimming of zero freq head and tail in selectSegment and rebenchmark

* Remove f as a separate parameter of tryParam

* Read 8 bytes when d is 6

* Add trimming off zero frequency head and tail

* Use best functions from COVER and remove trimming part(which leads to worse compression ratio after previous bugs were fixed)

* Add finalize= argument to FASTCOVER to specify percentage of training samples passed to ZDICT_finalizeDictionary

* Change nbDmer to always read 8 bytes even when d=6

* Add skip=# argument to allow skipping dmers in computeFrequency in FASTCOVER

* Update comments and benchmarking result

* Change default method of ZDICT_trainFromBuffer to ZDICT_optimizeTrainFromBuffer_fastCover

* Add dictType enum and fix bug about passing zParam when converting to coverParam

* Combine finalize and skip into a single parameter

* Update acceleration parameters and benchmark on 3 sample sets

* Change default splitPoint of FASTCOVER to 0.75 and benchmark first 3 sample sets

* Initialize variables outside of for loop in benchmark.c

* Update benchmark result for hg-manifest

* Remove cover.h from install-includes

* Add explanation of f

* Set default compression level for trainFromBuffer to 3

* Add assertion of fastCoverParams in DiB_trainFromFiles

* Add checkTotalCompressedSize function + some minor fixes

* Add test for multithreading fastCovr

* Initialize segmentFreqs in every FASTCOVER_selectSegment and move mutex_unnlock to end of COVER_best_finish

* Free segmentFreqs

* Initialize segmentFreqs before calling FASTCOVER_buildDictionary instead of in FASTCOVER_selectSegment

* Add FASTCOVER_MEMMULT

* Minor fix

* Update benchmarking result
 		2018-08-23 12:06:20 -07:00
..
Makefile Merge fastCover into DictBuilder (#1274) 2018-08-23 12:06:20 -07:00
README.md Merge fastCover into DictBuilder (#1274) 2018-08-23 12:06:20 -07:00
benchmark.c Merge fastCover into DictBuilder (#1274) 2018-08-23 12:06:20 -07:00
dictBuilder.h Refactoring and benchmark without dictionary 2018-07-20 17:03:47 -07:00
test.sh Revert test.sh 2018-07-27 16:54:05 -07:00

README.md

Benchmarking Dictionary Builder

Permitted Argument:

Input File/Directory (in=fileName): required; file/directory used to build dictionary; if directory, will operate recursively for files inside directory; can include multiple files/directories, each following "in="

###Running Test: make test

###Usage: Benchmark given input files: make ARG= followed by permitted arguments

Examples:

make ARG="in=../../../lib/dictBuilder in=../../../lib/compress"

###Benchmarking Result:

  • First Cover is optimize cover, second Cover uses optimized d and k from first one.
  • For every f value of fastCover, the first one is optimize fastCover and the second one uses optimized d and k from first one. This is run for accel values from 1 to 10.
  • Fourth column is chosen d and fifth column is chosen k

github: NODICT 0.000004 2.999642
RANDOM 0.024560 8.791189
LEGACY 0.727109 8.173529
COVER 40.565676 10.652243 8 1298 COVER 3.608284 10.652243 8 1298 FAST f=15 a=1 4.181024 10.570882 8 1154 FAST f=15 a=1 0.040788 10.570882 8 1154 FAST f=15 a=2 3.548352 10.574287 6 1970 FAST f=15 a=2 0.035535 10.574287 6 1970 FAST f=15 a=3 3.287364 10.613950 6 1010 FAST f=15 a=3 0.032182 10.613950 6 1010 FAST f=15 a=4 3.184976 10.573883 6 1058 FAST f=15 a=4 0.029878 10.573883 6 1058 FAST f=15 a=5 3.045513 10.580640 8 1154 FAST f=15 a=5 0.022162 10.580640 8 1154 FAST f=15 a=6 3.003296 10.583677 6 1010 FAST f=15 a=6 0.028091 10.583677 6 1010 FAST f=15 a=7 2.952655 10.622551 6 1106 FAST f=15 a=7 0.02724 10.622551 6 1106 FAST f=15 a=8 2.945674 10.614657 6 1010 FAST f=15 a=8 0.027264 10.614657 6 1010 FAST f=15 a=9 3.153439 10.564018 8 1154 FAST f=15 a=9 0.020635 10.564018 8 1154 FAST f=15 a=10 2.950416 10.511454 6 1010 FAST f=15 a=10 0.026606 10.511454 6 1010 FAST f=16 a=1 3.970029 10.681035 8 1154 FAST f=16 a=1 0.038188 10.681035 8 1154 FAST f=16 a=2 3.422892 10.484978 6 1874 FAST f=16 a=2 0.034702 10.484978 6 1874 FAST f=16 a=3 3.215836 10.632631 8 1154 FAST f=16 a=3 0.026084 10.632631 8 1154 FAST f=16 a=4 3.081353 10.626533 6 1106 FAST f=16 a=4 0.030032 10.626533 6 1106 FAST f=16 a=5 3.041241 10.545027 8 1922 FAST f=16 a=5 0.022882 10.545027 8 1922 FAST f=16 a=6 2.989390 10.638284 6 1874 FAST f=16 a=6 0.028308 10.638284 6 1874 FAST f=16 a=7 3.001581 10.797136 6 1106 FAST f=16 a=7 0.027479 10.797136 6 1106 FAST f=16 a=8 2.984107 10.658356 8 1058 FAST f=16 a=8 0.021099 10.658356 8 1058 FAST f=16 a=9 2.925788 10.523869 6 1010 FAST f=16 a=9 0.026905 10.523869 6 1010 FAST f=16 a=10 2.889605 10.745841 6 1874 FAST f=16 a=10 0.026846 10.745841 6 1874 FAST f=17 a=1 4.031953 10.672080 8 1202 FAST f=17 a=1 0.040658 10.672080 8 1202 FAST f=17 a=2 3.458107 10.589352 8 1106 FAST f=17 a=2 0.02926 10.589352 8 1106 FAST f=17 a=3 3.291189 10.662714 8 1154 FAST f=17 a=3 0.026531 10.662714 8 1154 FAST f=17 a=4 3.154950 10.549456 8 1346 FAST f=17 a=4 0.024991 10.549456 8 1346 FAST f=17 a=5 3.092271 10.541670 6 1202 FAST f=17 a=5 0.038285 10.541670 6 1202 FAST f=17 a=6 3.166146 10.729112 6 1874 FAST f=17 a=6 0.038217 10.729112 6 1874 FAST f=17 a=7 3.035467 10.810485 6 1106 FAST f=17 a=7 0.036655 10.810485 6 1106 FAST f=17 a=8 3.035668 10.530532 6 1058 FAST f=17 a=8 0.037715 10.530532 6 1058 FAST f=17 a=9 2.987917 10.589802 8 1922 FAST f=17 a=9 0.02217 10.589802 8 1922 FAST f=17 a=10 2.981647 10.722579 8 1106 FAST f=17 a=10 0.021948 10.722579 8 1106 FAST f=18 a=1 4.067144 10.634943 8 1154 FAST f=18 a=1 0.041386 10.634943 8 1154 FAST f=18 a=2 3.507377 10.546230 6 1970 FAST f=18 a=2 0.037572 10.546230 6 1970 FAST f=18 a=3 3.323015 10.648061 8 1154 FAST f=18 a=3 0.028306 10.648061 8 1154 FAST f=18 a=4 3.216735 10.705402 6 1010 FAST f=18 a=4 0.030755 10.705402 6 1010 FAST f=18 a=5 3.175794 10.588154 8 1874 FAST f=18 a=5 0.025315 10.588154 8 1874 FAST f=18 a=6 3.127459 10.751104 8 1106 FAST f=18 a=6 0.023897 10.751104 8 1106 FAST f=18 a=7 3.083017 10.780402 6 1106 FAST f=18 a=7 0.029158 10.780402 6 1106 FAST f=18 a=8 3.069700 10.547226 8 1346 FAST f=18 a=8 0.024046 10.547226 8 1346 FAST f=18 a=9 3.056591 10.674759 6 1010 FAST f=18 a=9 0.028496 10.674759 6 1010 FAST f=18 a=10 3.063588 10.737578 8 1106 FAST f=18 a=10 0.023033 10.737578 8 1106 FAST f=19 a=1 4.164041 10.650333 8 1154 FAST f=19 a=1 0.042906 10.650333 8 1154 FAST f=19 a=2 3.585409 10.577066 6 1058 FAST f=19 a=2 0.038994 10.577066 6 1058 FAST f=19 a=3 3.439643 10.639403 8 1154 FAST f=19 a=3 0.028427 10.639403 8 1154 FAST f=19 a=4 3.268869 10.554410 8 1298 FAST f=19 a=4 0.026866 10.554410 8 1298 FAST f=19 a=5 3.238225 10.615109 6 1010 FAST f=19 a=5 0.03078 10.615109 6 1010 FAST f=19 a=6 3.199558 10.609782 6 1874 FAST f=19 a=6 0.030099 10.609782 6 1874 FAST f=19 a=7 3.132395 10.794753 6 1106 FAST f=19 a=7 0.028964 10.794753 6 1106 FAST f=19 a=8 3.148446 10.554842 8 1298 FAST f=19 a=8 0.024277 10.554842 8 1298 FAST f=19 a=9 3.108324 10.668763 6 1010 FAST f=19 a=9 0.02896 10.668763 6 1010 FAST f=19 a=10 3.159863 10.757347 8 1106 FAST f=19 a=10 0.023351 10.757347 8 1106 FAST f=20 a=1 4.462698 10.661788 8 1154 FAST f=20 a=1 0.047174 10.661788 8 1154 FAST f=20 a=2 3.820269 10.678612 6 1106 FAST f=20 a=2 0.040807 10.678612 6 1106 FAST f=20 a=3 3.644955 10.648424 8 1154 FAST f=20 a=3 0.031398 10.648424 8 1154 FAST f=20 a=4 3.546257 10.559756 8 1298 FAST f=20 a=4 0.029856 10.559756 8 1298 FAST f=20 a=5 3.485248 10.646637 6 1010 FAST f=20 a=5 0.033756 10.646637 6 1010 FAST f=20 a=6 3.490438 10.775824 8 1106 FAST f=20 a=6 0.028338 10.775824 8 1106 FAST f=20 a=7 3.631289 10.801795 6 1106 FAST f=20 a=7 0.035228 10.801795 6 1106 FAST f=20 a=8 3.758936 10.545116 8 1346 FAST f=20 a=8 0.027495 10.545116 8 1346 FAST f=20 a=9 3.707024 10.677454 6 1010 FAST f=20 a=9 0.031326 10.677454 6 1010 FAST f=20 a=10 3.586593 10.756017 8 1106 FAST f=20 a=10 0.027122 10.756017 8 1106 FAST f=21 a=1 5.701396 10.655398 8 1154 FAST f=21 a=1 0.067744 10.655398 8 1154 FAST f=21 a=2 5.270542 10.650743 6 1106 FAST f=21 a=2 0.052999 10.650743 6 1106 FAST f=21 a=3 4.945294 10.652380 8 1154 FAST f=21 a=3 0.052678 10.652380 8 1154 FAST f=21 a=4 4.894079 10.543185 8 1298 FAST f=21 a=4 0.04997 10.543185 8 1298 FAST f=21 a=5 4.785417 10.630321 6 1010 FAST f=21 a=5 0.045294 10.630321 6 1010 FAST f=21 a=6 4.789381 10.664477 6 1874 FAST f=21 a=6 0.046578 10.664477 6 1874 FAST f=21 a=7 4.302955 10.805179 6 1106 FAST f=21 a=7 0.041205 10.805179 6 1106 FAST f=21 a=8 4.034630 10.551211 8 1298 FAST f=21 a=8 0.040121 10.551211 8 1298 FAST f=21 a=9 4.523868 10.799114 6 1010 FAST f=21 a=9 0.043592 10.799114 6 1010 FAST f=21 a=10 4.760736 10.750255 8 1106 FAST f=21 a=10 0.043483 10.750255 8 1106 FAST f=22 a=1 6.743064 10.640537 8 1154 FAST f=22 a=1 0.086967 10.640537 8 1154 FAST f=22 a=2 6.121739 10.626638 6 1970 FAST f=22 a=2 0.066337 10.626638 6 1970 FAST f=22 a=3 5.248851 10.640688 8 1154 FAST f=22 a=3 0.054935 10.640688 8 1154 FAST f=22 a=4 5.436579 10.588333 8 1298 FAST f=22 a=4 0.064113 10.588333 8 1298 FAST f=22 a=5 5.812815 10.652653 6 1010 FAST f=22 a=5 0.058189 10.652653 6 1010 FAST f=22 a=6 5.745472 10.666437 6 1874 FAST f=22 a=6 0.057188 10.666437 6 1874 FAST f=22 a=7 5.716393 10.806911 6 1106 FAST f=22 a=7 0.056 10.806911 6 1106 FAST f=22 a=8 5.698799 10.530784 8 1298 FAST f=22 a=8 0.0583 10.530784 8 1298 FAST f=22 a=9 5.710533 10.777391 6 1010 FAST f=22 a=9 0.054945 10.777391 6 1010 FAST f=22 a=10 5.685395 10.745023 8 1106 FAST f=22 a=10 0.056526 10.745023 8 1106 FAST f=23 a=1 7.836923 10.638828 8 1154 FAST f=23 a=1 0.099522 10.638828 8 1154 FAST f=23 a=2 6.627834 10.631061 6 1970 FAST f=23 a=2 0.066769 10.631061 6 1970 FAST f=23 a=3 5.602533 10.647288 8 1154 FAST f=23 a=3 0.064513 10.647288 8 1154 FAST f=23 a=4 6.005580 10.568747 8 1298 FAST f=23 a=4 0.062022 10.568747 8 1298 FAST f=23 a=5 5.481816 10.676921 6 1010 FAST f=23 a=5 0.058959 10.676921 6 1010 FAST f=23 a=6 5.460444 10.666194 6 1874 FAST f=23 a=6 0.057687 10.666194 6 1874 FAST f=23 a=7 5.659822 10.800377 6 1106 FAST f=23 a=7 0.06783 10.800377 6 1106 FAST f=23 a=8 6.826940 10.522167 8 1298 FAST f=23 a=8 0.070533 10.522167 8 1298 FAST f=23 a=9 6.804757 10.577799 8 1682 FAST f=23 a=9 0.069949 10.577799 8 1682 FAST f=23 a=10 6.774933 10.742093 8 1106 FAST f=23 a=10 0.068395 10.742093 8 1106 FAST f=24 a=1 8.444110 10.632783 8 1154 FAST f=24 a=1 0.094357 10.632783 8 1154 FAST f=24 a=2 7.289578 10.631061 6 1970 FAST f=24 a=2 0.098515 10.631061 6 1970 FAST f=24 a=3 8.619780 10.646289 8 1154 FAST f=24 a=3 0.098041 10.646289 8 1154 FAST f=24 a=4 8.508455 10.555199 8 1298 FAST f=24 a=4 0.093885 10.555199 8 1298 FAST f=24 a=5 8.471145 10.674363 6 1010 FAST f=24 a=5 0.088676 10.674363 6 1010 FAST f=24 a=6 8.426727 10.667228 6 1874 FAST f=24 a=6 0.087247 10.667228 6 1874 FAST f=24 a=7 8.356826 10.803027 6 1106 FAST f=24 a=7 0.085835 10.803027 6 1106 FAST f=24 a=8 6.756811 10.522049 8 1298 FAST f=24 a=8 0.07107 10.522049 8 1298 FAST f=24 a=9 6.548169 10.571882 8 1682 FAST f=24 a=9 0.0713 10.571882 8 1682 FAST f=24 a=10 8.238079 10.736453 8 1106 FAST f=24 a=10 0.07004 10.736453 8 1106

hg-commands: NODICT 0.000005 2.425276
RANDOM 0.046332 3.490331
LEGACY 0.720351 3.911682
COVER 45.507731 4.132653 8 386 COVER 1.868810 4.132653 8 386 FAST f=15 a=1 4.561427 3.866894 8 1202 FAST f=15 a=1 0.048946 3.866894 8 1202 FAST f=15 a=2 3.574462 3.892119 8 1538 FAST f=15 a=2 0.033677 3.892119 8 1538 FAST f=15 a=3 3.230227 3.888791 6 1346 FAST f=15 a=3 0.034312 3.888791 6 1346 FAST f=15 a=4 3.042388 3.899739 8 1010 FAST f=15 a=4 0.024307 3.899739 8 1010 FAST f=15 a=5 2.800148 3.896220 8 818 FAST f=15 a=5 0.022331 3.896220 8 818 FAST f=15 a=6 2.706518 3.882039 8 578 FAST f=15 a=6 0.020955 3.882039 8 578 FAST f=15 a=7 2.701820 3.885430 6 866 FAST f=15 a=7 0.026074 3.885430 6 866 FAST f=15 a=8 2.604445 3.906932 8 1826 FAST f=15 a=8 0.021789 3.906932 8 1826 FAST f=15 a=9 2.598568 3.870324 6 1682 FAST f=15 a=9 0.026004 3.870324 6 1682 FAST f=15 a=10 2.575920 3.920783 8 1442 FAST f=15 a=10 0.020228 3.920783 8 1442 FAST f=16 a=1 4.630623 4.001430 8 770 FAST f=16 a=1 0.047497 4.001430 8 770 FAST f=16 a=2 3.674721 3.974431 8 1874 FAST f=16 a=2 0.035761 3.974431 8 1874 FAST f=16 a=3 3.338384 3.978703 8 1010 FAST f=16 a=3 0.029436 3.978703 8 1010 FAST f=16 a=4 3.004412 3.983035 8 1010 FAST f=16 a=4 0.025744 3.983035 8 1010 FAST f=16 a=5 2.881892 3.987710 8 770 FAST f=16 a=5 0.023211 3.987710 8 770 FAST f=16 a=6 2.807410 3.952717 8 1298 FAST f=16 a=6 0.023199 3.952717 8 1298 FAST f=16 a=7 2.819623 3.994627 8 770 FAST f=16 a=7 0.021806 3.994627 8 770 FAST f=16 a=8 2.740092 3.954032 8 1826 FAST f=16 a=8 0.0226 3.954032 8 1826 FAST f=16 a=9 2.682564 3.969879 6 1442 FAST f=16 a=9 0.026324 3.969879 6 1442 FAST f=16 a=10 2.657959 3.969755 8 674 FAST f=16 a=10 0.020413 3.969755 8 674 FAST f=17 a=1 4.729228 4.046000 8 530 FAST f=17 a=1 0.049703 4.046000 8 530 FAST f=17 a=2 3.764510 3.991519 8 1970 FAST f=17 a=2 0.038195 3.991519 8 1970 FAST f=17 a=3 3.416992 4.006296 6 914 FAST f=17 a=3 0.036244 4.006296 6 914 FAST f=17 a=4 3.145626 3.979182 8 1970 FAST f=17 a=4 0.028676 3.979182 8 1970 FAST f=17 a=5 2.995070 4.050070 8 770 FAST f=17 a=5 0.025707 4.050070 8 770 FAST f=17 a=6 2.911833 4.040024 8 770 FAST f=17 a=6 0.02453 4.040024 8 770 FAST f=17 a=7 2.894796 4.015884 8 818 FAST f=17 a=7 0.023956 4.015884 8 818 FAST f=17 a=8 2.789962 4.039303 8 530 FAST f=17 a=8 0.023219 4.039303 8 530 FAST f=17 a=9 2.787625 3.996762 8 1634 FAST f=17 a=9 0.023651 3.996762 8 1634 FAST f=17 a=10 2.754796 4.005059 8 1058 FAST f=17 a=10 0.022537 4.005059 8 1058 FAST f=18 a=1 4.779117 4.038214 8 242 FAST f=18 a=1 0.048814 4.038214 8 242 FAST f=18 a=2 3.829753 4.045768 8 722 FAST f=18 a=2 0.036541 4.045768 8 722 FAST f=18 a=3 3.495053 4.021497 8 770 FAST f=18 a=3 0.032648 4.021497 8 770 FAST f=18 a=4 3.221395 4.039623 8 770 FAST f=18 a=4 0.027818 4.039623 8 770 FAST f=18 a=5 3.059369 4.050414 8 530 FAST f=18 a=5 0.026296 4.050414 8 530 FAST f=18 a=6 3.019292 4.010714 6 962 FAST f=18 a=6 0.031104 4.010714 6 962 FAST f=18 a=7 2.949322 4.031439 6 770 FAST f=18 a=7 0.030745 4.031439 6 770 FAST f=18 a=8 2.876425 4.032088 6 386 FAST f=18 a=8 0.027407 4.032088 6 386 FAST f=18 a=9 2.850958 4.053372 8 674 FAST f=18 a=9 0.023799 4.053372 8 674 FAST f=18 a=10 2.884352 4.020148 8 1730 FAST f=18 a=10 0.024401 4.020148 8 1730 FAST f=19 a=1 4.815669 4.061203 8 674 FAST f=19 a=1 0.051425 4.061203 8 674 FAST f=19 a=2 3.951356 4.013822 8 1442 FAST f=19 a=2 0.039968 4.013822 8 1442 FAST f=19 a=3 3.554682 4.050425 8 722 FAST f=19 a=3 0.032725 4.050425 8 722 FAST f=19 a=4 3.242585 4.054677 8 722 FAST f=19 a=4 0.028194 4.054677 8 722 FAST f=19 a=5 3.105909 4.064524 8 818 FAST f=19 a=5 0.02675 4.064524 8 818 FAST f=19 a=6 3.059901 4.036857 8 1250 FAST f=19 a=6 0.026396 4.036857 8 1250 FAST f=19 a=7 3.016151 4.068234 6 770 FAST f=19 a=7 0.031501 4.068234 6 770 FAST f=19 a=8 2.962902 4.077509 8 530 FAST f=19 a=8 0.023333 4.077509 8 530 FAST f=19 a=9 2.899607 4.067328 8 530 FAST f=19 a=9 0.024553 4.067328 8 530 FAST f=19 a=10 2.950978 4.059901 8 434 FAST f=19 a=10 0.023852 4.059901 8 434 FAST f=20 a=1 5.259834 4.027579 8 1634 FAST f=20 a=1 0.061123 4.027579 8 1634 FAST f=20 a=2 4.382150 4.025093 8 1634 FAST f=20 a=2 0.048009 4.025093 8 1634 FAST f=20 a=3 4.104323 4.060842 8 530 FAST f=20 a=3 0.040965 4.060842 8 530 FAST f=20 a=4 3.853340 4.023504 6 914 FAST f=20 a=4 0.041072 4.023504 6 914 FAST f=20 a=5 3.728841 4.018089 6 1634 FAST f=20 a=5 0.037469 4.018089 6 1634 FAST f=20 a=6 3.683045 4.069138 8 578 FAST f=20 a=6 0.028011 4.069138 8 578 FAST f=20 a=7 3.726973 4.063160 8 722 FAST f=20 a=7 0.028437 4.063160 8 722 FAST f=20 a=8 3.555073 4.057690 8 386 FAST f=20 a=8 0.027588 4.057690 8 386 FAST f=20 a=9 3.551095 4.067253 8 482 FAST f=20 a=9 0.025976 4.067253 8 482 FAST f=20 a=10 3.490127 4.068518 8 530 FAST f=20 a=10 0.025971 4.068518 8 530 FAST f=21 a=1 7.343816 4.064945 8 770 FAST f=21 a=1 0.085035 4.064945 8 770 FAST f=21 a=2 5.930894 4.048206 8 386 FAST f=21 a=2 0.067349 4.048206 8 386 FAST f=21 a=3 6.770775 4.063417 8 578 FAST f=21 a=3 0.077104 4.063417 8 578 FAST f=21 a=4 6.889409 4.066761 8 626 FAST f=21 a=4 0.0717 4.066761 8 626 FAST f=21 a=5 6.714896 4.051813 8 914 FAST f=21 a=5 0.071026 4.051813 8 914 FAST f=21 a=6 6.539890 4.047263 8 1922 FAST f=21 a=6 0.07127 4.047263 8 1922 FAST f=21 a=7 6.511052 4.068373 8 482 FAST f=21 a=7 0.065467 4.068373 8 482 FAST f=21 a=8 6.458788 4.071597 8 482 FAST f=21 a=8 0.063817 4.071597 8 482 FAST f=21 a=9 6.377591 4.052905 8 434 FAST f=21 a=9 0.063112 4.052905 8 434 FAST f=21 a=10 6.360752 4.047773 8 530 FAST f=21 a=10 0.063606 4.047773 8 530 FAST f=22 a=1 10.523471 4.040812 8 962 FAST f=22 a=1 0.14214 4.040812 8 962 FAST f=22 a=2 9.454758 4.059396 8 914 FAST f=22 a=2 0.118343 4.059396 8 914 FAST f=22 a=3 9.043197 4.043019 8 1922 FAST f=22 a=3 0.109798 4.043019 8 1922 FAST f=22 a=4 8.716261 4.044819 8 770 FAST f=22 a=4 0.099687 4.044819 8 770 FAST f=22 a=5 8.529472 4.070576 8 530 FAST f=22 a=5 0.093127 4.070576 8 530 FAST f=22 a=6 8.424241 4.070565 8 722 FAST f=22 a=6 0.093703 4.070565 8 722 FAST f=22 a=7 8.403391 4.070591 8 578 FAST f=22 a=7 0.089763 4.070591 8 578 FAST f=22 a=8 8.285221 4.089171 8 530 FAST f=22 a=8 0.087716 4.089171 8 530 FAST f=22 a=9 8.282506 4.047470 8 722 FAST f=22 a=9 0.089773 4.047470 8 722 FAST f=22 a=10 8.241809 4.064151 8 818 FAST f=22 a=10 0.090413 4.064151 8 818 FAST f=23 a=1 12.389208 4.051635 6 530 FAST f=23 a=1 0.147796 4.051635 6 530 FAST f=23 a=2 11.300910 4.042835 6 914 FAST f=23 a=2 0.133178 4.042835 6 914 FAST f=23 a=3 10.879455 4.047415 8 626 FAST f=23 a=3 0.129571 4.047415 8 626 FAST f=23 a=4 10.522718 4.038269 6 914 FAST f=23 a=4 0.118121 4.038269 6 914 FAST f=23 a=5 10.348043 4.066884 8 434 FAST f=23 a=5 0.112098 4.066884 8 434 FAST f=23 a=6 10.238630 4.048635 8 1010 FAST f=23 a=6 0.120281 4.048635 8 1010 FAST f=23 a=7 10.213255 4.061809 8 530 FAST f=23 a=7 0.1121 4.061809 8 530 FAST f=23 a=8 10.107879 4.074104 8 818 FAST f=23 a=8 0.116544 4.074104 8 818 FAST f=23 a=9 10.063424 4.064811 8 674 FAST f=23 a=9 0.109045 4.064811 8 674 FAST f=23 a=10 10.035801 4.054918 8 530 FAST f=23 a=10 0.108735 4.054918 8 530 FAST f=24 a=1 14.963878 4.073490 8 722 FAST f=24 a=1 0.206344 4.073490 8 722 FAST f=24 a=2 13.833472 4.036100 8 962 FAST f=24 a=2 0.17486 4.036100 8 962 FAST f=24 a=3 13.404631 4.026281 6 1106 FAST f=24 a=3 0.153961 4.026281 6 1106 FAST f=24 a=4 13.041164 4.065448 8 674 FAST f=24 a=4 0.155509 4.065448 8 674 FAST f=24 a=5 12.879412 4.054636 8 674 FAST f=24 a=5 0.148282 4.054636 8 674 FAST f=24 a=6 12.773736 4.081376 8 530 FAST f=24 a=6 0.142563 4.081376 8 530 FAST f=24 a=7 12.711310 4.059834 8 770 FAST f=24 a=7 0.149321 4.059834 8 770 FAST f=24 a=8 12.635459 4.052050 8 1298 FAST f=24 a=8 0.15095 4.052050 8 1298 FAST f=24 a=9 12.558104 4.076516 8 722 FAST f=24 a=9 0.144361 4.076516 8 722 FAST f=24 a=10 10.661348 4.062137 8 818 FAST f=24 a=10 0.108232 4.062137 8 818

hg-changelog: NODICT 0.000017 1.377590
RANDOM 0.186171 2.097487
LEGACY 1.670867 2.058907
COVER 173.561948 2.189685 8 98 COVER 4.811180 2.189685 8 98 FAST f=15 a=1 18.685906 2.129682 8 434 FAST f=15 a=1 0.173376 2.129682 8 434 FAST f=15 a=2 12.928259 2.131890 8 482 FAST f=15 a=2 0.102582 2.131890 8 482 FAST f=15 a=3 11.132343 2.128027 8 386 FAST f=15 a=3 0.077122 2.128027 8 386 FAST f=15 a=4 10.120683 2.125797 8 434 FAST f=15 a=4 0.065175 2.125797 8 434 FAST f=15 a=5 9.479092 2.127697 8 386 FAST f=15 a=5 0.057905 2.127697 8 386 FAST f=15 a=6 9.159523 2.127132 8 1682 FAST f=15 a=6 0.058604 2.127132 8 1682 FAST f=15 a=7 8.724003 2.129914 8 434 FAST f=15 a=7 0.0493 2.129914 8 434 FAST f=15 a=8 8.595001 2.127137 8 338 FAST f=15 a=8 0.0474 2.127137 8 338 FAST f=15 a=9 8.356405 2.125512 8 482 FAST f=15 a=9 0.046126 2.125512 8 482 FAST f=15 a=10 8.207111 2.126066 8 338 FAST f=15 a=10 0.043292 2.126066 8 338 FAST f=16 a=1 18.464436 2.144040 8 242 FAST f=16 a=1 0.172156 2.144040 8 242 FAST f=16 a=2 12.844825 2.148171 8 194 FAST f=16 a=2 0.099619 2.148171 8 194 FAST f=16 a=3 11.082568 2.140837 8 290 FAST f=16 a=3 0.079165 2.140837 8 290 FAST f=16 a=4 10.066749 2.144405 8 386 FAST f=16 a=4 0.068411 2.144405 8 386 FAST f=16 a=5 9.501121 2.140720 8 386 FAST f=16 a=5 0.061316 2.140720 8 386 FAST f=16 a=6 9.179332 2.139478 8 386 FAST f=16 a=6 0.056322 2.139478 8 386 FAST f=16 a=7 8.849438 2.142412 8 194 FAST f=16 a=7 0.050493 2.142412 8 194 FAST f=16 a=8 8.810919 2.143454 8 434 FAST f=16 a=8 0.051304 2.143454 8 434 FAST f=16 a=9 8.553900 2.140339 8 194 FAST f=16 a=9 0.047285 2.140339 8 194 FAST f=16 a=10 8.398027 2.143130 8 386 FAST f=16 a=10 0.046386 2.143130 8 386 FAST f=17 a=1 18.644657 2.157192 8 98 FAST f=17 a=1 0.173884 2.157192 8 98 FAST f=17 a=2 13.071242 2.159830 8 146 FAST f=17 a=2 0.10388 2.159830 8 146 FAST f=17 a=3 11.332366 2.153654 6 194 FAST f=17 a=3 0.08983 2.153654 6 194 FAST f=17 a=4 10.362413 2.156813 8 242 FAST f=17 a=4 0.070389 2.156813 8 242 FAST f=17 a=5 9.808159 2.155098 6 338 FAST f=17 a=5 0.072661 2.155098 6 338 FAST f=17 a=6 9.451165 2.153845 6 146 FAST f=17 a=6 0.064959 2.153845 6 146 FAST f=17 a=7 9.163097 2.155424 6 242 FAST f=17 a=7 0.064323 2.155424 6 242 FAST f=17 a=8 9.047276 2.156640 8 242 FAST f=17 a=8 0.053382 2.156640 8 242 FAST f=17 a=9 8.807671 2.152396 8 146 FAST f=17 a=9 0.049617 2.152396 8 146 FAST f=17 a=10 8.649827 2.152370 8 146 FAST f=17 a=10 0.047849 2.152370 8 146 FAST f=18 a=1 18.809502 2.168116 8 98 FAST f=18 a=1 0.175226 2.168116 8 98 FAST f=18 a=2 13.756502 2.170870 6 242 FAST f=18 a=2 0.119507 2.170870 6 242 FAST f=18 a=3 12.059748 2.163094 6 98 FAST f=18 a=3 0.093912 2.163094 6 98 FAST f=18 a=4 11.410294 2.172372 8 98 FAST f=18 a=4 0.073048 2.172372 8 98 FAST f=18 a=5 10.560297 2.166388 8 98 FAST f=18 a=5 0.065136 2.166388 8 98 FAST f=18 a=6 10.071390 2.162672 8 98 FAST f=18 a=6 0.059402 2.162672 8 98 FAST f=18 a=7 10.084214 2.166624 6 194 FAST f=18 a=7 0.073276 2.166624 6 194 FAST f=18 a=8 9.953226 2.167454 8 98 FAST f=18 a=8 0.053659 2.167454 8 98 FAST f=18 a=9 8.982461 2.161593 6 146 FAST f=18 a=9 0.05955 2.161593 6 146 FAST f=18 a=10 8.986092 2.164373 6 242 FAST f=18 a=10 0.059135 2.164373 6 242 FAST f=19 a=1 18.908277 2.176021 8 98 FAST f=19 a=1 0.177316 2.176021 8 98 FAST f=19 a=2 13.471313 2.176103 8 98 FAST f=19 a=2 0.106344 2.176103 8 98 FAST f=19 a=3 11.571406 2.172812 8 98 FAST f=19 a=3 0.083293 2.172812 8 98 FAST f=19 a=4 10.632775 2.177770 6 146 FAST f=19 a=4 0.079864 2.177770 6 146 FAST f=19 a=5 10.030190 2.175574 6 146 FAST f=19 a=5 0.07223 2.175574 6 146 FAST f=19 a=6 9.717818 2.169997 8 98 FAST f=19 a=6 0.060049 2.169997 8 98 FAST f=19 a=7 9.397531 2.172770 8 146 FAST f=19 a=7 0.057188 2.172770 8 146 FAST f=19 a=8 9.281061 2.175822 8 98 FAST f=19 a=8 0.053711 2.175822 8 98 FAST f=19 a=9 9.165242 2.169849 6 146 FAST f=19 a=9 0.059898 2.169849 6 146 FAST f=19 a=10 9.048763 2.173394 8 98 FAST f=19 a=10 0.049757 2.173394 8 98 FAST f=20 a=1 21.166917 2.183923 6 98 FAST f=20 a=1 0.205425 2.183923 6 98 FAST f=20 a=2 15.642753 2.182349 6 98 FAST f=20 a=2 0.135957 2.182349 6 98 FAST f=20 a=3 14.053730 2.173544 6 98 FAST f=20 a=3 0.11266 2.173544 6 98 FAST f=20 a=4 15.270019 2.183656 8 98 FAST f=20 a=4 0.107892 2.183656 8 98 FAST f=20 a=5 15.497927 2.174661 6 98 FAST f=20 a=5 0.100305 2.174661 6 98 FAST f=20 a=6 13.973505 2.172391 8 98 FAST f=20 a=6 0.087565 2.172391 8 98 FAST f=20 a=7 14.083296 2.172443 8 98 FAST f=20 a=7 0.078062 2.172443 8 98 FAST f=20 a=8 12.560048 2.175581 8 98 FAST f=20 a=8 0.070282 2.175581 8 98 FAST f=20 a=9 13.078645 2.173975 6 146 FAST f=20 a=9 0.081041 2.173975 6 146 FAST f=20 a=10 12.823328 2.177778 8 98 FAST f=20 a=10 0.074522 2.177778 8 98 FAST f=21 a=1 29.825370 2.183057 6 98 FAST f=21 a=1 0.334453 2.183057 6 98 FAST f=21 a=2 29.476474 2.182752 8 98 FAST f=21 a=2 0.286602 2.182752 8 98 FAST f=21 a=3 25.937186 2.175867 8 98 FAST f=21 a=3 0.17626 2.175867 8 98 FAST f=21 a=4 20.413865 2.179780 8 98 FAST f=21 a=4 0.206085 2.179780 8 98 FAST f=21 a=5 20.541889 2.178328 6 146 FAST f=21 a=5 0.199157 2.178328 6 146 FAST f=21 a=6 21.090670 2.174443 6 146 FAST f=21 a=6 0.190645 2.174443 6 146 FAST f=21 a=7 20.221569 2.177384 6 146 FAST f=21 a=7 0.184278 2.177384 6 146 FAST f=21 a=8 20.322357 2.179456 6 98 FAST f=21 a=8 0.178458 2.179456 6 98 FAST f=21 a=9 20.683912 2.174396 6 146 FAST f=21 a=9 0.190829 2.174396 6 146 FAST f=21 a=10 20.840865 2.174905 8 98 FAST f=21 a=10 0.172515 2.174905 8 98 FAST f=22 a=1 36.822827 2.181612 6 98 FAST f=22 a=1 0.437389 2.181612 6 98 FAST f=22 a=2 30.616902 2.183142 8 98 FAST f=22 a=2 0.324284 2.183142 8 98 FAST f=22 a=3 28.472482 2.178130 8 98 FAST f=22 a=3 0.236538 2.178130 8 98 FAST f=22 a=4 25.847028 2.181878 8 98 FAST f=22 a=4 0.263744 2.181878 8 98 FAST f=22 a=5 27.095881 2.180775 8 98 FAST f=22 a=5 0.24988 2.180775 8 98 FAST f=22 a=6 25.939172 2.170916 8 98 FAST f=22 a=6 0.240033 2.170916 8 98 FAST f=22 a=7 27.064194 2.177849 8 98 FAST f=22 a=7 0.242383 2.177849 8 98 FAST f=22 a=8 25.140221 2.178216 8 98 FAST f=22 a=8 0.237601 2.178216 8 98 FAST f=22 a=9 25.505283 2.177455 6 146 FAST f=22 a=9 0.223217 2.177455 6 146 FAST f=22 a=10 24.529362 2.176705 6 98 FAST f=22 a=10 0.222876 2.176705 6 98 FAST f=23 a=1 39.127310 2.183006 6 98 FAST f=23 a=1 0.417338 2.183006 6 98 FAST f=23 a=2 32.468161 2.183524 6 98 FAST f=23 a=2 0.351645 2.183524 6 98 FAST f=23 a=3 31.577620 2.172604 6 98 FAST f=23 a=3 0.319659 2.172604 6 98 FAST f=23 a=4 30.129247 2.183932 6 98 FAST f=23 a=4 0.307239 2.183932 6 98 FAST f=23 a=5 29.103376 2.183529 6 146 FAST f=23 a=5 0.285533 2.183529 6 146 FAST f=23 a=6 29.776045 2.174367 8 98 FAST f=23 a=6 0.276846 2.174367 8 98 FAST f=23 a=7 28.940407 2.178022 6 146 FAST f=23 a=7 0.274082 2.178022 6 146 FAST f=23 a=8 29.256009 2.179462 6 98 FAST f=23 a=8 0.26949 2.179462 6 98 FAST f=23 a=9 29.347312 2.170407 8 98 FAST f=23 a=9 0.265034 2.170407 8 98 FAST f=23 a=10 29.140081 2.171762 8 98 FAST f=23 a=10 0.259183 2.171762 8 98 FAST f=24 a=1 44.871179 2.182115 6 98 FAST f=24 a=1 0.509433 2.182115 6 98 FAST f=24 a=2 38.694867 2.180549 8 98 FAST f=24 a=2 0.406695 2.180549 8 98 FAST f=24 a=3 38.363769 2.172821 8 98 FAST f=24 a=3 0.359581 2.172821 8 98 FAST f=24 a=4 36.580797 2.184142 8 98 FAST f=24 a=4 0.340614 2.184142 8 98 FAST f=24 a=5 33.125701 2.183301 8 98 FAST f=24 a=5 0.324874 2.183301 8 98 FAST f=24 a=6 34.776068 2.173019 6 146 FAST f=24 a=6 0.340397 2.173019 6 146 FAST f=24 a=7 34.417625 2.176561 6 146 FAST f=24 a=7 0.308223 2.176561 6 146 FAST f=24 a=8 35.470291 2.182161 6 98 FAST f=24 a=8 0.307724 2.182161 6 98 FAST f=24 a=9 34.927252 2.172682 6 146 FAST f=24 a=9 0.300598 2.172682 6 146 FAST f=24 a=10 33.238355 2.173395 6 98 FAST f=24 a=10 0.249916 2.173395 6 98

hg-manifest: NODICT 0.000004 1.866377
RANDOM 0.696346 2.309436
LEGACY 7.064527 2.506977
COVER 876.312865 2.582528 8 434 COVER 35.684533 2.582528 8 434 FAST f=15 a=1 76.618201 2.404013 8 1202 FAST f=15 a=1 0.700722 2.404013 8 1202 FAST f=15 a=2 49.213058 2.409248 6 1826 FAST f=15 a=2 0.473393 2.409248 6 1826 FAST f=15 a=3 41.753197 2.409677 8 1490 FAST f=15 a=3 0.336848 2.409677 8 1490 FAST f=15 a=4 38.648295 2.407996 8 1538 FAST f=15 a=4 0.283952 2.407996 8 1538 FAST f=15 a=5 36.144936 2.402895 8 1874 FAST f=15 a=5 0.270128 2.402895 8 1874 FAST f=15 a=6 35.484675 2.394873 8 1586 FAST f=15 a=6 0.251637 2.394873 8 1586 FAST f=15 a=7 34.280599 2.397311 8 1778 FAST f=15 a=7 0.23984 2.397311 8 1778 FAST f=15 a=8 32.122572 2.396089 6 1490 FAST f=15 a=8 0.251508 2.396089 6 1490 FAST f=15 a=9 29.909842 2.390092 6 1970 FAST f=15 a=9 0.251233 2.390092 6 1970 FAST f=15 a=10 30.102938 2.400086 6 1682 FAST f=15 a=10 0.23688 2.400086 6 1682 FAST f=16 a=1 67.750401 2.475460 6 1346 FAST f=16 a=1 0.796035 2.475460 6 1346 FAST f=16 a=2 52.812027 2.480860 6 1730 FAST f=16 a=2 0.480384 2.480860 6 1730 FAST f=16 a=3 44.179259 2.469304 8 1970 FAST f=16 a=3 0.332657 2.469304 8 1970 FAST f=16 a=4 37.612728 2.478208 6 1970 FAST f=16 a=4 0.32498 2.478208 6 1970 FAST f=16 a=5 35.056222 2.475568 6 1298 FAST f=16 a=5 0.302824 2.475568 6 1298 FAST f=16 a=6 34.713012 2.486079 8 1730 FAST f=16 a=6 0.24755 2.486079 8 1730 FAST f=16 a=7 33.713687 2.477180 6 1682 FAST f=16 a=7 0.280358 2.477180 6 1682 FAST f=16 a=8 31.571412 2.475418 8 1538 FAST f=16 a=8 0.241241 2.475418 8 1538 FAST f=16 a=9 31.608069 2.478263 8 1922 FAST f=16 a=9 0.241764 2.478263 8 1922 FAST f=16 a=10 31.358002 2.472263 8 1442 FAST f=16 a=10 0.221661 2.472263 8 1442 FAST f=17 a=1 66.185775 2.536085 6 1346 FAST f=17 a=1 0.713549 2.536085 6 1346 FAST f=17 a=2 50.365000 2.546105 8 1298 FAST f=17 a=2 0.467846 2.546105 8 1298 FAST f=17 a=3 42.712843 2.536250 8 1298 FAST f=17 a=3 0.34047 2.536250 8 1298 FAST f=17 a=4 39.514227 2.535555 8 1442 FAST f=17 a=4 0.302989 2.535555 8 1442 FAST f=17 a=5 35.189292 2.524925 8 1202 FAST f=17 a=5 0.273451 2.524925 8 1202 FAST f=17 a=6 35.791683 2.523466 8 1202 FAST f=17 a=6 0.268261 2.523466 8 1202 FAST f=17 a=7 37.416136 2.526625 6 1010 FAST f=17 a=7 0.277558 2.526625 6 1010 FAST f=17 a=8 37.084707 2.533274 6 1250 FAST f=17 a=8 0.285104 2.533274 6 1250 FAST f=17 a=9 34.183814 2.532765 8 1298 FAST f=17 a=9 0.235133 2.532765 8 1298 FAST f=17 a=10 31.149235 2.528722 8 1346 FAST f=17 a=10 0.232679 2.528722 8 1346 FAST f=18 a=1 72.942176 2.559857 6 386 FAST f=18 a=1 0.718618 2.559857 6 386 FAST f=18 a=2 51.690440 2.559572 8 290 FAST f=18 a=2 0.403978 2.559572 8 290 FAST f=18 a=3 45.344908 2.561040 8 962 FAST f=18 a=3 0.357205 2.561040 8 962 FAST f=18 a=4 39.804522 2.558446 8 1010 FAST f=18 a=4 0.310526 2.558446 8 1010 FAST f=18 a=5 38.134888 2.561811 8 626 FAST f=18 a=5 0.273743 2.561811 8 626 FAST f=18 a=6 35.091890 2.555518 8 722 FAST f=18 a=6 0.260135 2.555518 8 722 FAST f=18 a=7 34.639523 2.562938 8 290 FAST f=18 a=7 0.234294 2.562938 8 290 FAST f=18 a=8 36.076431 2.563567 8 1586 FAST f=18 a=8 0.274075 2.563567 8 1586 FAST f=18 a=9 36.376433 2.560950 8 722 FAST f=18 a=9 0.240106 2.560950 8 722 FAST f=18 a=10 32.624790 2.559340 8 578 FAST f=18 a=10 0.234704 2.559340 8 578 FAST f=19 a=1 70.513761 2.572441 8 194 FAST f=19 a=1 0.726112 2.572441 8 194 FAST f=19 a=2 59.263032 2.574560 8 482 FAST f=19 a=2 0.451554 2.574560 8 482 FAST f=19 a=3 51.509594 2.571546 6 194 FAST f=19 a=3 0.393014 2.571546 6 194 FAST f=19 a=4 55.393906 2.573386 8 482 FAST f=19 a=4 0.38819 2.573386 8 482 FAST f=19 a=5 43.201736 2.567589 8 674 FAST f=19 a=5 0.292155 2.567589 8 674 FAST f=19 a=6 42.911687 2.572666 6 434 FAST f=19 a=6 0.303988 2.572666 6 434 FAST f=19 a=7 44.687591 2.573613 6 290 FAST f=19 a=7 0.308721 2.573613 6 290 FAST f=19 a=8 37.372868 2.571039 6 194 FAST f=19 a=8 0.287137 2.571039 6 194 FAST f=19 a=9 36.074230 2.566473 6 482 FAST f=19 a=9 0.280721 2.566473 6 482 FAST f=19 a=10 33.731720 2.570306 8 194 FAST f=19 a=10 0.224073 2.570306 8 194 FAST f=20 a=1 79.670634 2.581146 6 290 FAST f=20 a=1 0.899986 2.581146 6 290 FAST f=20 a=2 58.827141 2.579782 8 386 FAST f=20 a=2 0.602288 2.579782 8 386 FAST f=20 a=3 51.289004 2.579627 8 722 FAST f=20 a=3 0.446091 2.579627 8 722 FAST f=20 a=4 47.711068 2.581508 8 722 FAST f=20 a=4 0.473007 2.581508 8 722 FAST f=20 a=5 47.402929 2.578062 6 434 FAST f=20 a=5 0.497131 2.578062 6 434 FAST f=20 a=6 54.797102 2.577365 8 482 FAST f=20 a=6 0.515061 2.577365 8 482 FAST f=20 a=7 51.370877 2.583050 8 386 FAST f=20 a=7 0.402878 2.583050 8 386 FAST f=20 a=8 51.437931 2.574875 6 242 FAST f=20 a=8 0.453094 2.574875 6 242 FAST f=20 a=9 44.105456 2.576700 6 242 FAST f=20 a=9 0.456633 2.576700 6 242 FAST f=20 a=10 44.447580 2.578305 8 338 FAST f=20 a=10 0.409121 2.578305 8 338 FAST f=21 a=1 113.031686 2.582449 6 242 FAST f=21 a=1 1.456971 2.582449 6 242 FAST f=21 a=2 97.700932 2.582124 8 194 FAST f=21 a=2 1.072078 2.582124 8 194 FAST f=21 a=3 96.563648 2.585479 8 434 FAST f=21 a=3 0.949528 2.585479 8 434 FAST f=21 a=4 90.597813 2.582366 6 386 FAST f=21 a=4 0.76944 2.582366 6 386 FAST f=21 a=5 86.815980 2.579043 8 434 FAST f=21 a=5 0.858167 2.579043 8 434 FAST f=21 a=6 91.235820 2.578378 8 530 FAST f=21 a=6 0.684274 2.578378 8 530 FAST f=21 a=7 84.392788 2.581243 8 386 FAST f=21 a=7 0.814386 2.581243 8 386 FAST f=21 a=8 82.052310 2.582547 8 338 FAST f=21 a=8 0.822633 2.582547 8 338 FAST f=21 a=9 74.696074 2.579319 8 194 FAST f=21 a=9 0.811028 2.579319 8 194 FAST f=21 a=10 76.211170 2.578766 8 290 FAST f=21 a=10 0.809715 2.578766 8 290 FAST f=22 a=1 138.976871 2.580478 8 194 FAST f=22 a=1 1.748932 2.580478 8 194 FAST f=22 a=2 120.164097 2.583633 8 386 FAST f=22 a=2 1.333239 2.583633 8 386 FAST f=22 a=3 111.986474 2.582566 6 194 FAST f=22 a=3 1.305734 2.582566 6 194 FAST f=22 a=4 108.548148 2.583068 6 194 FAST f=22 a=4 1.314026 2.583068 6 194 FAST f=22 a=5 103.173017 2.583495 6 290 FAST f=22 a=5 1.228664 2.583495 6 290 FAST f=22 a=6 108.421262 2.582349 8 530 FAST f=22 a=6 1.076773 2.582349 8 530 FAST f=22 a=7 103.284127 2.581022 8 386 FAST f=22 a=7 1.112117 2.581022 8 386 FAST f=22 a=8 96.330279 2.581073 8 290 FAST f=22 a=8 1.109303 2.581073 8 290 FAST f=22 a=9 97.651348 2.580075 6 194 FAST f=22 a=9 0.933032 2.580075 6 194 FAST f=22 a=10 101.660621 2.584886 8 194 FAST f=22 a=10 0.796823 2.584886 8 194 FAST f=23 a=1 159.322978 2.581474 6 242 FAST f=23 a=1 2.015878 2.581474 6 242 FAST f=23 a=2 134.331775 2.581619 8 194 FAST f=23 a=2 1.545845 2.581619 8 194 FAST f=23 a=3 127.724552 2.579888 6 338 FAST f=23 a=3 1.444496 2.579888 6 338 FAST f=23 a=4 126.077675 2.578137 6 242 FAST f=23 a=4 1.364394 2.578137 6 242 FAST f=23 a=5 124.914027 2.580843 8 338 FAST f=23 a=5 1.116059 2.580843 8 338 FAST f=23 a=6 122.874153 2.577637 6 338 FAST f=23 a=6 1.164584 2.577637 6 338 FAST f=23 a=7 123.099257 2.582715 6 386 FAST f=23 a=7 1.354042 2.582715 6 386 FAST f=23 a=8 122.026753 2.577681 8 194 FAST f=23 a=8 1.210966 2.577681 8 194 FAST f=23 a=9 121.164312 2.584599 6 290 FAST f=23 a=9 1.174859 2.584599 6 290 FAST f=23 a=10 117.462222 2.580358 8 194 FAST f=23 a=10 1.075258 2.580358 8 194 FAST f=24 a=1 169.539659 2.581642 6 194 FAST f=24 a=1 1.916804 2.581642 6 194 FAST f=24 a=2 160.539270 2.580421 6 290 FAST f=24 a=2 1.71087 2.580421 6 290 FAST f=24 a=3 155.455874 2.580449 6 242 FAST f=24 a=3 1.60307 2.580449 6 242 FAST f=24 a=4 147.630320 2.582953 6 338 FAST f=24 a=4 1.396364 2.582953 6 338 FAST f=24 a=5 133.767428 2.580589 6 290 FAST f=24 a=5 1.19933 2.580589 6 290 FAST f=24 a=6 146.437535 2.579453 8 194 FAST f=24 a=6 1.385405 2.579453 8 194 FAST f=24 a=7 147.227507 2.584155 8 386 FAST f=24 a=7 1.48942 2.584155 8 386 FAST f=24 a=8 138.005773 2.584115 8 194 FAST f=24 a=8 1.352 2.584115 8 194 FAST f=24 a=9 141.442625 2.582902 8 290 FAST f=24 a=9 1.39647 2.582902 8 290 FAST f=24 a=10 142.157446 2.582701 8 434 FAST f=24 a=10 1.498889 2.582701 8 434