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2025ML-project-neural_compr.../results/measurements.csv

61 lines
4.6 KiB
CSV

compressor,training_dataset,context_size,input_filename,input_size,compressed_size,compression_time,decompressed_size,decompression_time,mse_loss
gzip,,,genome.fna,4699745,1424004,.681197994,4699745,.015465955,0.0
gzip,,,genome_large.fna,23498433,7118154,3.384480370,23498433,.067414798,0.0
gzip,,,genome_small.fna,1367,589,.001937446,1367,.001983156,0.0
gzip,,,genome_xlarge.fna,46996793,14235842,6.775190783,46996793,.131633333,0.0
gzip,,,genome_xsmall.fna,1043,475,.002007016,1043,.002012775,0.0
gzip,,,genome_xxsmall.fna,800,393,.002071485,800,.001958195,0.0
gzip,,,text_large.txt,12977332,4770044,.613155078,12977332,.043915520,0.0
gzip,,,text_small.txt,1022,590,.002070305,1022,.001903226,0.0
gzip,,,text.txt,6488666,2385264,.308393934,6488666,.023656716,0.0
gzip,,,text_xlarge.txt,25954664,9539638,1.229028819,25954664,.085925486,0.0
gzip,,,text_xsmall.txt,825,473,.002110205,825,.001980535,0.0
gzip,,,text_xxsmall.txt,492,325,.001867306,492,.002114055,0.0
LZ4,,,genome.fna,4699745,2655438,.012701161,4699745,.009190410,0.0
LZ4,,,genome_large.fna,23498433,13275544,.020719873,23498433,.025022334,0.0
LZ4,,,genome_small.fna,1367,1041,.001883076,1367,.002144425,0.0
LZ4,,,genome_xlarge.fna,46996793,26551229,.031734579,46996793,.043495412,0.0
LZ4,,,genome_xsmall.fna,1043,814,.001954316,1043,.002085566,0.0
LZ4,,,genome_xxsmall.fna,800,641,.001893416,800,.001943666,0.0
LZ4,,,text_large.txt,12977332,7879136,.017927300,12977332,.015065196,0.0
LZ4,,,text_small.txt,1022,857,.001967146,1022,.002040285,0.0
LZ4,,,text.txt,6488666,3939378,.014891266,6488666,.009709618,0.0
LZ4,,,text_xlarge.txt,25954664,15758785,.023613977,25954664,.023486747,0.0
LZ4,,,text_xsmall.txt,825,678,.001757717,825,.002191075,0.0
LZ4,,,text_xxsmall.txt,492,438,.001869646,492,.002134206,0.0
Autoencoder,genome,256,genome.fna,4699745,4259288,636915773,,27887947,83.62875366210938
Autoencoder,genome,256,genome_large.fna,23498433,21295512,1932602305,,7778175,83.59369659423828
Autoencoder,genome,256,genome_xlarge.fna,46996793,42591024,3850901316,,10996509,83.58621215820312
Autoencoder,genome,128,genome.fna,4699745,9399552,390656081,,5804539,83.01229095458984
Autoencoder,genome,128,genome_large.fna,23498433,46996992,1932561312,,10575739,83.01190185546875
Autoencoder,genome,128,genome_xlarge.fna,46996793,93993728,3873777067,,18670984,83.00253295898438
Autoencoder,enwik9,256,text.txt,6488666,6184668,551986635,,10536259,786.6799926757812
Autoencoder,enwik9,256,text_large.txt,12977332,12369092,1065897991,,5763879,786.6173706054688
Autoencoder,enwik9,256,text_xlarge.txt,25954664,24738184,2139223055,,8369164,786.6337890625
Autoencoder,enwik9,128,text.txt,6488666,12774636,545577194,,20624030,206.2792510986328
Autoencoder,enwik9,128,text_large.txt,12977332,25549272,1073396133,,60871642,206.24131774902344
Autoencoder,enwik9,128,text_xlarge.txt,25954664,51098292,2145601924,,59481825,206.33023071289062
CNN,genome,256,genome_small.fna,1367,1743,1029290599,,890595665,0.0
CNN,genome,256,genome_xsmall.fna,1043,1343,686878467,,683701323,0.0
CNN,genome,256,genome_xxsmall.fna,800,1038,531354486,,527072394,0.0
CNN,genome,128,genome_small.fna,1367,1682,829554150,,851934528,0.0
CNN,genome,128,genome_xsmall.fna,1043,1300,654742547,,637221301,0.0
CNN,genome,128,genome_xxsmall.fna,800,1006,483840337,,488870786,0.0
CNN,enwik9,256,text_small.txt,1022,1561,693378115,,671294958,0.0
CNN,enwik9,256,text_xsmall.txt,825,1268,550333502,,550062973,0.0
CNN,enwik9,256,text_xxsmall.txt,492,790,333745012,,332073466,0.0
CNN,enwik9,128,text_small.txt,1022,1129,629310179,,621317553,0.0
CNN,enwik9,128,text_xsmall.txt,825,882,504538600,,504907940,0.0
CNN,enwik9,128,text_xxsmall.txt,492,571,305443187,,308964670,0.0
Autoencoder,genome,256,genome_small.fna,1367,1392,237708436,,29378622,220.29188537597656
Autoencoder,genome,256,genome_xsmall.fna,1043,928,4873340,,4381310,319.5350036621094
Autoencoder,genome,256,genome_xxsmall.fna,800,488,4892560,,4176979,828.8658447265625
Autoencoder,genome,128,genome_small.fna,1367,1160,5293080,,4488761,263.97027587890625
Autoencoder,genome,128,genome_xsmall.fna,1043,2816,251659317,,5284661,120.52304077148438
Autoencoder,genome,128,genome_xxsmall.fna,800,2016,5005880,,4400159,231.42955017089844
Autoencoder,enwik9,256,text_small.txt,1022,2304,152590538,,4432469,133.8379669189453
Autoencoder,enwik9,256,text_xsmall.txt,825,976,6699780,,22065927,746.8033447265625
Autoencoder,enwik9,256,text_xxsmall.txt,492,1764,5024449,,4180100,236.55636596679688
Autoencoder,enwik9,128,text_small.txt,1022,1792,153622653,,4532139,159.2862548828125
Autoencoder,enwik9,128,text_xsmall.txt,825,976,3715750,,3665629,787.5345458984375
Autoencoder,enwik9,128,text_xxsmall.txt,492,1008,4856779,,4145850,237.20529174804688