fix: accuracy replaced by MSE loss, updated graphs

results/compress/compression_results.csv

@@ -1,25 +1,25 @@
-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
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-autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_xlarge.txt,25954664,51098292,0.03263767808675766,2136859999,59107591
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-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
+model_type,model_name,context_length,dataset_type,input_file_name,original_file_size,compressed_file_size,mse_loss,compression_time,decompression_time
+autoencoder,auto-genome-full-256.pt,256,genome,genome.fna,4699745,4259288,83.62875366210938,636915773,27887947
+autoencoder,auto-genome-full-256.pt,256,genome,genome_large.fna,23498433,21295512,83.59369659423828,1932602305,7778175
+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_xlarge.fna,46996793,93993728,83.00253295898438,3873777067,18670984
+cnn,cnn-genome-full-256.pt,256,genome,genome_small.fna,1367,1743,0.0,1029290599,890595665
+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-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_xxsmall.fna,800,1006,0.0,483840337,488870786
+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_xlarge.txt,25954664,24738184,786.6337890625,2139223055,8369164
+autoencoder,auto-enwik9-full-128.pt,128,enwik9,text.txt,6488666,12774636,206.2792510986328,545577194,20624030
+autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_large.txt,12977332,25549272,206.24131774902344,1073396133,60871642
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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-128.pt,128,enwik9,text_xsmall.txt,825,882,0.0,504538600,504907940
+cnn,cnn-enwik9-full-128.pt,128,enwik9,text_xxsmall.txt,492,571,0.0,305443187,308964670