tdpeuter/2025ML-project-neural_compression
tdpeuter/2025ML-project-neural_compression
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RobinMeersman 2025-12-16 10:10:39 +01:00
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model_type,model_name,context_length,dataset_type,input_file_name,original_file_size,compressed_file_size,match_percentage,compression_time,decompression_time
autoencoder,auto-genome-full-256.pt,256,genome,genome.fna,4699745,4259288,0.045625027269124985,644452283,28897895
autoencoder,auto-genome-full-256.pt,256,genome,genome_large.fna,23498433,21295512,0.04565964266657829,1963998714,8635843
autoencoder,auto-genome-full-256.pt,256,genome,genome_xlarge.fna,46996793,42591024,0.04573816433548927,3876085182,11520930
autoencoder,auto-genome-full-128.pt,128,genome,genome.fna,4699745,9399552,0.06625784933567047,390820600,5763825
autoencoder,auto-genome-full-128.pt,128,genome,genome_large.fna,23498433,46996992,0.06624297052621841,1958507860,11799390
autoencoder,auto-genome-full-128.pt,128,genome,genome_xlarge.fna,46996793,93993728,0.06629720330238342,3870420958,18796104
cnn,cnn-genome-full-256.pt,256,genome,genome_small.fna,1367,1743,1.0,994341526,890558285
cnn,cnn-genome-full-256.pt,256,genome,genome_xsmall.fna,1043,1343,1.0,677182893,679331692
cnn,cnn-genome-full-256.pt,256,genome,genome_xxsmall.fna,800,1038,1.0,523037713,526992909
cnn,cnn-genome-full-128.pt,128,genome,genome_small.fna,1367,1682,1.0,825656141,822958302
cnn,cnn-genome-full-128.pt,128,genome,genome_xsmall.fna,1043,1300,1.0,634440381,636023619
cnn,cnn-genome-full-128.pt,128,genome,genome_xxsmall.fna,800,1006,1.0,484945375,488047643
autoencoder,auto-enwik9-full-256.pt,256,enwik9,text.txt,6488666,6184668,0.01631845347583294,539742390,7300344
autoencoder,auto-enwik9-full-256.pt,256,enwik9,text_large.txt,12977332,12369092,0.01635659858584404,1061523776,5894565
autoencoder,auto-enwik9-full-256.pt,256,enwik9,text_xlarge.txt,25954664,24738184,0.01636260747909546,2125073233,8342673
autoencoder,auto-enwik9-full-128.pt,128,enwik9,text.txt,6488666,12774636,0.03268468379974365,546880556,20773102
autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_large.txt,12977332,25549272,0.032631129026412964,1068791093,63009268
autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_xlarge.txt,25954664,51098292,0.03263767808675766,2136859999,59107591
cnn,cnn-enwik9-full-256.pt,256,enwik9,text_small.txt,1022,1561,1.0,675420011,669676566
cnn,cnn-enwik9-full-256.pt,256,enwik9,text_xsmall.txt,825,1268,1.0,538098125,541272812
cnn,cnn-enwik9-full-256.pt,256,enwik9,text_xxsmall.txt,492,790,1.0,324025733,328011609
cnn,cnn-enwik9-full-128.pt,128,enwik9,text_small.txt,1022,1129,1.0,619907688,627584572
cnn,cnn-enwik9-full-128.pt,128,enwik9,text_xsmall.txt,825,882,1.0,503575405,505329493
cnn,cnn-enwik9-full-128.pt,128,enwik9,text_xxsmall.txt,492,571,1.0,307748207,311888322
1 model_type model_name context_length dataset_type input_file_name original_file_size compressed_file_size match_percentage compression_time decompression_time
2 autoencoder auto-genome-full-256.pt 256 genome genome.fna 4699745 4259288 0.045625027269124985 644452283 28897895
3 autoencoder auto-genome-full-256.pt 256 genome genome_large.fna 23498433 21295512 0.04565964266657829 1963998714 8635843
4 autoencoder auto-genome-full-256.pt 256 genome genome_xlarge.fna 46996793 42591024 0.04573816433548927 3876085182 11520930
5 autoencoder auto-genome-full-128.pt 128 genome genome.fna 4699745 9399552 0.06625784933567047 390820600 5763825
6 autoencoder auto-genome-full-128.pt 128 genome genome_large.fna 23498433 46996992 0.06624297052621841 1958507860 11799390
7 autoencoder auto-genome-full-128.pt 128 genome genome_xlarge.fna 46996793 93993728 0.06629720330238342 3870420958 18796104
8 cnn cnn-genome-full-256.pt 256 genome genome_small.fna 1367 1743 1.0 994341526 890558285
9 cnn cnn-genome-full-256.pt 256 genome genome_xsmall.fna 1043 1343 1.0 677182893 679331692
10 cnn cnn-genome-full-256.pt 256 genome genome_xxsmall.fna 800 1038 1.0 523037713 526992909
11 cnn cnn-genome-full-128.pt 128 genome genome_small.fna 1367 1682 1.0 825656141 822958302
12 cnn cnn-genome-full-128.pt 128 genome genome_xsmall.fna 1043 1300 1.0 634440381 636023619
13 cnn cnn-genome-full-128.pt 128 genome genome_xxsmall.fna 800 1006 1.0 484945375 488047643
14 autoencoder auto-enwik9-full-256.pt 256 enwik9 text.txt 6488666 6184668 0.01631845347583294 539742390 7300344
15 autoencoder auto-enwik9-full-256.pt 256 enwik9 text_large.txt 12977332 12369092 0.01635659858584404 1061523776 5894565
16 autoencoder auto-enwik9-full-256.pt 256 enwik9 text_xlarge.txt 25954664 24738184 0.01636260747909546 2125073233 8342673
17 autoencoder auto-enwik9-full-128.pt 128 enwik9 text.txt 6488666 12774636 0.03268468379974365 546880556 20773102
18 autoencoder auto-enwik9-full-128.pt 128 enwik9 text_large.txt 12977332 25549272 0.032631129026412964 1068791093 63009268
19 autoencoder auto-enwik9-full-128.pt 128 enwik9 text_xlarge.txt 25954664 51098292 0.03263767808675766 2136859999 59107591
20 cnn cnn-enwik9-full-256.pt 256 enwik9 text_small.txt 1022 1561 1.0 675420011 669676566
21 cnn cnn-enwik9-full-256.pt 256 enwik9 text_xsmall.txt 825 1268 1.0 538098125 541272812
22 cnn cnn-enwik9-full-256.pt 256 enwik9 text_xxsmall.txt 492 790 1.0 324025733 328011609
23 cnn cnn-enwik9-full-128.pt 128 enwik9 text_small.txt 1022 1129 1.0 619907688 627584572
24 cnn cnn-enwik9-full-128.pt 128 enwik9 text_xsmall.txt 825 882 1.0 503575405 505329493
25 cnn cnn-enwik9-full-128.pt 128 enwik9 text_xxsmall.txt 492 571 1.0 307748207 311888322