tdpeuter/2025ML-project-neural_compression
tdpeuter/2025ML-project-neural_compression
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chore: Restructure

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# Conflicts:
#	config/measure.py
#	results/compression_results_auto_small.csv
This commit is contained in:
Tibo De Peuter 2025-12-18 11:18:39 +01:00
parent dd938489ef
commit 2f869a8a7a
Signed by: tdpeuter
GPG key ID: 38297DE43F75FFE2
41 changed files with 8 additions and 21 deletions
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results/compress/compression_results.csv
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@ -1,25 +0,0 @@
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,4699745,4259288,83.62875366210938,806860910,45252425
autoencoder,auto-genome-full-256.pt,256,genome,genome_large.fna,23498433,21295512,83.59369659423828,2029608027,7888492
autoencoder,auto-genome-full-256.pt,256,genome,genome_xlarge.fna,46996793,42591024,83.58621215820312,3893661459,11828570
autoencoder,auto-genome-full-128.pt,128,genome,genome.fna,4699745,9399552,83.01229095458984,398403410,6667159
autoencoder,auto-genome-full-128.pt,128,genome,genome_large.fna,23498433,46996992,83.01190185546875,2039699733,18597914
autoencoder,auto-genome-full-128.pt,128,genome,genome_xlarge.fna,46996793,93993728,83.00253295898438,3914176203,19137168
cnn,cnn-genome-full-256.pt,256,genome,genome_small.fna,1367,1743,0.0,1066176734,933083718
cnn,cnn-genome-full-256.pt,256,genome,genome_xsmall.fna,1043,1343,0.0,741888902,796896774
cnn,cnn-genome-full-256.pt,256,genome,genome_xxsmall.fna,800,1038,0.0,542462371,712222705
cnn,cnn-genome-full-128.pt,128,genome,genome_small.fna,1367,1682,0.0,967421587,1046043100
cnn,cnn-genome-full-128.pt,128,genome,genome_xsmall.fna,1043,1300,0.0,632559455,629773982
cnn,cnn-genome-full-128.pt,128,genome,genome_xxsmall.fna,800,1006,0.0,481589710,488065247
autoencoder,auto-enwik9-full-256.pt,256,enwik9,text.txt,6488666,6184668,786.6799926757812,564278454,16857177
autoencoder,auto-enwik9-full-256.pt,256,enwik9,text_large.txt,12977332,12369092,786.6173706054688,1079811645,6431677
autoencoder,auto-enwik9-full-256.pt,256,enwik9,text_xlarge.txt,25954664,24738184,786.6337890625,2163648216,8789889
autoencoder,auto-enwik9-full-128.pt,128,enwik9,text.txt,6488666,12774636,206.2792510986328,559830918,20974298
autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_large.txt,12977332,25549272,206.24131774902344,1166762858,62279675
autoencoder,auto-enwik9-full-128.pt,128,enwik9,text_xlarge.txt,25954664,51098292,206.33023071289062,2161884920,54375265
cnn,cnn-enwik9-full-256.pt,256,enwik9,text_small.txt,1022,1561,0.0,827390609,666215221
cnn,cnn-enwik9-full-256.pt,256,enwik9,text_xsmall.txt,825,1268,0.0,669703293,539488777
cnn,cnn-enwik9-full-256.pt,256,enwik9,text_xxsmall.txt,492,790,0.0,327867710,327564434
cnn,cnn-enwik9-full-128.pt,128,enwik9,text_small.txt,1022,1129,0.0,647518999,620040573
cnn,cnn-enwik9-full-128.pt,128,enwik9,text_xsmall.txt,825,882,0.0,500985855,613062076
cnn,cnn-enwik9-full-128.pt,128,enwik9,text_xxsmall.txt,492,571,0.0,302816347,308070825
1 model_type model_name context_length dataset_type input_file_name original_file_size compressed_file_size mse_loss compression_time decompression_time
2 autoencoder auto-genome-full-256.pt 256 genome genome.fna 4699745 4259288 83.62875366210938 806860910 45252425
3 autoencoder auto-genome-full-256.pt 256 genome genome_large.fna 23498433 21295512 83.59369659423828 2029608027 7888492
4 autoencoder auto-genome-full-256.pt 256 genome genome_xlarge.fna 46996793 42591024 83.58621215820312 3893661459 11828570
5 autoencoder auto-genome-full-128.pt 128 genome genome.fna 4699745 9399552 83.01229095458984 398403410 6667159
6 autoencoder auto-genome-full-128.pt 128 genome genome_large.fna 23498433 46996992 83.01190185546875 2039699733 18597914
7 autoencoder auto-genome-full-128.pt 128 genome genome_xlarge.fna 46996793 93993728 83.00253295898438 3914176203 19137168
8 cnn cnn-genome-full-256.pt 256 genome genome_small.fna 1367 1743 0.0 1066176734 933083718
9 cnn cnn-genome-full-256.pt 256 genome genome_xsmall.fna 1043 1343 0.0 741888902 796896774
10 cnn cnn-genome-full-256.pt 256 genome genome_xxsmall.fna 800 1038 0.0 542462371 712222705
11 cnn cnn-genome-full-128.pt 128 genome genome_small.fna 1367 1682 0.0 967421587 1046043100
12 cnn cnn-genome-full-128.pt 128 genome genome_xsmall.fna 1043 1300 0.0 632559455 629773982
13 cnn cnn-genome-full-128.pt 128 genome genome_xxsmall.fna 800 1006 0.0 481589710 488065247
14 autoencoder auto-enwik9-full-256.pt 256 enwik9 text.txt 6488666 6184668 786.6799926757812 564278454 16857177
15 autoencoder auto-enwik9-full-256.pt 256 enwik9 text_large.txt 12977332 12369092 786.6173706054688 1079811645 6431677
16 autoencoder auto-enwik9-full-256.pt 256 enwik9 text_xlarge.txt 25954664 24738184 786.6337890625 2163648216 8789889
17 autoencoder auto-enwik9-full-128.pt 128 enwik9 text.txt 6488666 12774636 206.2792510986328 559830918 20974298
18 autoencoder auto-enwik9-full-128.pt 128 enwik9 text_large.txt 12977332 25549272 206.24131774902344 1166762858 62279675
19 autoencoder auto-enwik9-full-128.pt 128 enwik9 text_xlarge.txt 25954664 51098292 206.33023071289062 2161884920 54375265
20 cnn cnn-enwik9-full-256.pt 256 enwik9 text_small.txt 1022 1561 0.0 827390609 666215221
21 cnn cnn-enwik9-full-256.pt 256 enwik9 text_xsmall.txt 825 1268 0.0 669703293 539488777
22 cnn cnn-enwik9-full-256.pt 256 enwik9 text_xxsmall.txt 492 790 0.0 327867710 327564434
23 cnn cnn-enwik9-full-128.pt 128 enwik9 text_small.txt 1022 1129 0.0 647518999 620040573
24 cnn cnn-enwik9-full-128.pt 128 enwik9 text_xsmall.txt 825 882 0.0 500985855 613062076
25 cnn cnn-enwik9-full-128.pt 128 enwik9 text_xxsmall.txt 492 571 0.0 302816347 308070825