From 5bf45e47a542ff25f2ac5ca67b471a3685942a54 Mon Sep 17 00:00:00 2001 From: RobinMeersman Date: Tue, 16 Dec 2025 10:10:39 +0100 Subject: [PATCH] results --- .gitignore | 1 - .../auto/AutoEncoder-losses-128-enwik9.csv | 101 ++++++++++++++++++ .../auto/AutoEncoder-losses-128-enwik9.png | Bin 0 -> 29768 bytes .../auto/AutoEncoder-losses-128-genome.csv | 101 ++++++++++++++++++ .../auto/AutoEncoder-losses-128-genome.png | Bin 0 -> 29912 bytes .../auto/AutoEncoder-losses-256-enwik9.csv | 101 ++++++++++++++++++ .../auto/AutoEncoder-losses-256-enwik9.png | Bin 0 -> 24103 bytes .../auto/AutoEncoder-losses-256-genome.csv | 101 ++++++++++++++++++ .../auto/AutoEncoder-losses-256-genome.png | Bin 0 -> 32431 bytes .../cnn/CNNPredictor-losses-128-enwik9.csv | 101 ++++++++++++++++++ .../cnn/CNNPredictor-losses-128-enwik9.png | Bin 0 -> 28219 bytes .../cnn/CNNPredictor-losses-128-genome.csv | 101 ++++++++++++++++++ .../cnn/CNNPredictor-losses-128-genome.png | Bin 0 -> 24413 bytes .../cnn/CNNPredictor-losses-256-enwik9.csv | 101 ++++++++++++++++++ .../cnn/CNNPredictor-losses-256-enwik9.png | Bin 0 -> 29394 bytes .../cnn/CNNPredictor-losses-256-genome.csv | 101 ++++++++++++++++++ .../cnn/CNNPredictor-losses-256-genome.png | Bin 0 -> 25835 bytes results/compress/compression_results.csv | 25 +++++ 18 files changed, 833 insertions(+), 1 deletion(-) create mode 100644 results/auto/AutoEncoder-losses-128-enwik9.csv create mode 100644 results/auto/AutoEncoder-losses-128-enwik9.png create mode 100644 results/auto/AutoEncoder-losses-128-genome.csv create mode 100644 results/auto/AutoEncoder-losses-128-genome.png create mode 100644 results/auto/AutoEncoder-losses-256-enwik9.csv create mode 100644 results/auto/AutoEncoder-losses-256-enwik9.png create mode 100644 results/auto/AutoEncoder-losses-256-genome.csv create mode 100644 results/auto/AutoEncoder-losses-256-genome.png create mode 100644 results/cnn/CNNPredictor-losses-128-enwik9.csv create mode 100644 results/cnn/CNNPredictor-losses-128-enwik9.png create mode 100644 results/cnn/CNNPredictor-losses-128-genome.csv create mode 100644 results/cnn/CNNPredictor-losses-128-genome.png create mode 100644 results/cnn/CNNPredictor-losses-256-enwik9.csv create mode 100644 results/cnn/CNNPredictor-losses-256-enwik9.png create mode 100644 results/cnn/CNNPredictor-losses-256-genome.csv create mode 100644 results/cnn/CNNPredictor-losses-256-genome.png create mode 100644 results/compress/compression_results.csv diff --git a/.gitignore b/.gitignore index d5212ad..3523f7f 100644 --- a/.gitignore +++ b/.gitignore @@ -2,5 +2,4 @@ __pycache__ .idea/ data/ saved_models/ -results/ output/ diff --git a/results/auto/AutoEncoder-losses-128-enwik9.csv b/results/auto/AutoEncoder-losses-128-enwik9.csv new file mode 100644 index 0000000..5bf3d48 --- /dev/null +++ b/results/auto/AutoEncoder-losses-128-enwik9.csv @@ -0,0 +1,101 @@ +epoch,train_loss,validation_loss +0,0.01085386620735053,0.006341735845545435 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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