results
1
.gitignore
vendored
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@ -2,5 +2,4 @@ __pycache__
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.idea/
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data/
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saved_models/
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results/
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output/
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101
results/auto/AutoEncoder-losses-128-enwik9.csv
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BIN
results/auto/AutoEncoder-losses-128-enwik9.png
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101
results/auto/AutoEncoder-losses-128-genome.csv
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@ -0,0 +1,101 @@
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BIN
results/auto/AutoEncoder-losses-128-genome.png
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After Width: | Height: | Size: 29 KiB |
101
results/auto/AutoEncoder-losses-256-enwik9.csv
Normal file
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@ -0,0 +1,101 @@
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101
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results/auto/AutoEncoder-losses-256-genome.png
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101
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results/cnn/CNNPredictor-losses-128-enwik9.png
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|
After Width: | Height: | Size: 28 KiB |
101
results/cnn/CNNPredictor-losses-128-genome.csv
Normal file
|
|
@ -0,0 +1,101 @@
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BIN
results/cnn/CNNPredictor-losses-128-genome.png
Normal file
|
After Width: | Height: | Size: 24 KiB |
101
results/cnn/CNNPredictor-losses-256-enwik9.csv
Normal file
|
|
@ -0,0 +1,101 @@
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|||
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BIN
results/cnn/CNNPredictor-losses-256-enwik9.png
Normal file
|
After Width: | Height: | Size: 29 KiB |
101
results/cnn/CNNPredictor-losses-256-genome.csv
Normal file
|
|
@ -0,0 +1,101 @@
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epoch,train_loss,validation_loss
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|
BIN
results/cnn/CNNPredictor-losses-256-genome.png
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|
After Width: | Height: | Size: 25 KiB |
25
results/compress/compression_results.csv
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|
|
@ -0,0 +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
|
||||
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
|
||||
|