25 lines
2.5 KiB
CSV
25 lines
2.5 KiB
CSV
model_type,model_name,context_length,dataset_type,input_file_name,original_file_size,compressed_file_size,mse_loss,compression_time,decompression_time
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autoencoder,auto-genome-full-256.pt,256,genome,genome.fna,4699745,4259288,83.62875366210938,636915773,27887947
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autoencoder,auto-genome-full-256.pt,256,genome,genome_large.fna,23498433,21295512,83.59369659423828,1932602305,7778175
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autoencoder,auto-genome-full-256.pt,256,genome,genome_xlarge.fna,46996793,42591024,83.58621215820312,3850901316,10996509
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autoencoder,auto-genome-full-128.pt,128,genome,genome.fna,4699745,9399552,83.01229095458984,390656081,5804539
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autoencoder,auto-genome-full-128.pt,128,genome,genome_large.fna,23498433,46996992,83.01190185546875,1932561312,10575739
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autoencoder,auto-genome-full-128.pt,128,genome,genome_xlarge.fna,46996793,93993728,83.00253295898438,3873777067,18670984
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cnn,cnn-genome-full-256.pt,256,genome,genome_small.fna,1367,1743,0.0,1029290599,890595665
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cnn,cnn-genome-full-256.pt,256,genome,genome_xsmall.fna,1043,1343,0.0,686878467,683701323
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cnn,cnn-genome-full-256.pt,256,genome,genome_xxsmall.fna,800,1038,0.0,531354486,527072394
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cnn,cnn-genome-full-128.pt,128,genome,genome_small.fna,1367,1682,0.0,829554150,851934528
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cnn,cnn-genome-full-128.pt,128,genome,genome_xsmall.fna,1043,1300,0.0,654742547,637221301
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cnn,cnn-genome-full-128.pt,128,genome,genome_xxsmall.fna,800,1006,0.0,483840337,488870786
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autoencoder,auto-enwik9-full-256.pt,256,enwik9,text.txt,6488666,6184668,786.6799926757812,551986635,10536259
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autoencoder,auto-enwik9-full-256.pt,256,enwik9,text_large.txt,12977332,12369092,786.6173706054688,1065897991,5763879
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autoencoder,auto-enwik9-full-256.pt,256,enwik9,text_xlarge.txt,25954664,24738184,786.6337890625,2139223055,8369164
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autoencoder,auto-enwik9-full-128.pt,128,enwik9,text.txt,6488666,12774636,206.2792510986328,545577194,20624030
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autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_large.txt,12977332,25549272,206.24131774902344,1073396133,60871642
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autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_xlarge.txt,25954664,51098292,206.33023071289062,2145601924,59481825
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cnn,cnn-enwik9-full-256.pt,256,enwik9,text_small.txt,1022,1561,0.0,693378115,671294958
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cnn,cnn-enwik9-full-256.pt,256,enwik9,text_xsmall.txt,825,1268,0.0,550333502,550062973
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cnn,cnn-enwik9-full-256.pt,256,enwik9,text_xxsmall.txt,492,790,0.0,333745012,332073466
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cnn,cnn-enwik9-full-128.pt,128,enwik9,text_small.txt,1022,1129,0.0,629310179,621317553
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cnn,cnn-enwik9-full-128.pt,128,enwik9,text_xsmall.txt,825,882,0.0,504538600,504907940
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cnn,cnn-enwik9-full-128.pt,128,enwik9,text_xxsmall.txt,492,571,0.0,305443187,308964670
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