2025ML-project-neural_compression/results/measurements.csv

1	compressor	training_dataset	context_size	input_filename	input_size	compressed_size	compression_time	decompressed_size	decompression_time	mse_loss
2	gzip			genome.fna	4699745	1424004	.681197994	4699745	.015465955	0.0
3	gzip			genome_large.fna	23498433	7118154	3.384480370	23498433	.067414798	0.0
4	gzip			genome_small.fna	1367	589	.001937446	1367	.001983156	0.0
5	gzip			genome_xlarge.fna	46996793	14235842	6.775190783	46996793	.131633333	0.0
6	gzip			genome_xsmall.fna	1043	475	.002007016	1043	.002012775	0.0
7	gzip			genome_xxsmall.fna	800	393	.002071485	800	.001958195	0.0
8	gzip			text_large.txt	12977332	4770044	.613155078	12977332	.043915520	0.0
9	gzip			text_small.txt	1022	590	.002070305	1022	.001903226	0.0
10	gzip			text.txt	6488666	2385264	.308393934	6488666	.023656716	0.0
11	gzip			text_xlarge.txt	25954664	9539638	1.229028819	25954664	.085925486	0.0
12	gzip			text_xsmall.txt	825	473	.002110205	825	.001980535	0.0
13	gzip			text_xxsmall.txt	492	325	.001867306	492	.002114055	0.0
14	LZ4			genome.fna	4699745	2655438	.012701161	4699745	.009190410	0.0
15	LZ4			genome_large.fna	23498433	13275544	.020719873	23498433	.025022334	0.0
16	LZ4			genome_small.fna	1367	1041	.001883076	1367	.002144425	0.0
17	LZ4			genome_xlarge.fna	46996793	26551229	.031734579	46996793	.043495412	0.0
18	LZ4			genome_xsmall.fna	1043	814	.001954316	1043	.002085566	0.0
19	LZ4			genome_xxsmall.fna	800	641	.001893416	800	.001943666	0.0
20	LZ4			text_large.txt	12977332	7879136	.017927300	12977332	.015065196	0.0
21	LZ4			text_small.txt	1022	857	.001967146	1022	.002040285	0.0
22	LZ4			text.txt	6488666	3939378	.014891266	6488666	.009709618	0.0
23	LZ4			text_xlarge.txt	25954664	15758785	.023613977	25954664	.023486747	0.0
24	LZ4			text_xsmall.txt	825	678	.001757717	825	.002191075	0.0
25	LZ4			text_xxsmall.txt	492	438	.001869646	492	.002134206	0.0
26	Autoencoder	genome	256	genome.fna	4699745	4259288	636915773		27887947	83.62875366210938
27	Autoencoder	genome	256	genome_large.fna	23498433	21295512	1932602305		7778175	83.59369659423828
28	Autoencoder	genome	256	genome_xlarge.fna	46996793	42591024	3850901316		10996509	83.58621215820312
29	Autoencoder	genome	128	genome.fna	4699745	9399552	390656081		5804539	83.01229095458984
30	Autoencoder	genome	128	genome_large.fna	23498433	46996992	1932561312		10575739	83.01190185546875
31	Autoencoder	genome	128	genome_xlarge.fna	46996793	93993728	3873777067		18670984	83.00253295898438
32	Autoencoder	enwik9	256	text.txt	6488666	6184668	551986635		10536259	786.6799926757812
33	Autoencoder	enwik9	256	text_large.txt	12977332	12369092	1065897991		5763879	786.6173706054688
34	Autoencoder	enwik9	256	text_xlarge.txt	25954664	24738184	2139223055		8369164	786.6337890625
35	Autoencoder	enwik9	128	text.txt	6488666	12774636	545577194		20624030	206.2792510986328
36	Autoencoder	enwik9	128	text_large.txt	12977332	25549272	1073396133		60871642	206.24131774902344
37	Autoencoder	enwik9	128	text_xlarge.txt	25954664	51098292	2145601924		59481825	206.33023071289062
38	CNN	genome	256	genome_small.fna	1367	1743	1029290599		890595665	0.0
39	CNN	genome	256	genome_xsmall.fna	1043	1343	686878467		683701323	0.0
40	CNN	genome	256	genome_xxsmall.fna	800	1038	531354486		527072394	0.0
41	CNN	genome	128	genome_small.fna	1367	1682	829554150		851934528	0.0
42	CNN	genome	128	genome_xsmall.fna	1043	1300	654742547		637221301	0.0
43	CNN	genome	128	genome_xxsmall.fna	800	1006	483840337		488870786	0.0
44	CNN	enwik9	256	text_small.txt	1022	1561	693378115		671294958	0.0
45	CNN	enwik9	256	text_xsmall.txt	825	1268	550333502		550062973	0.0
46	CNN	enwik9	256	text_xxsmall.txt	492	790	333745012		332073466	0.0
47	CNN	enwik9	128	text_small.txt	1022	1129	629310179		621317553	0.0
48	CNN	enwik9	128	text_xsmall.txt	825	882	504538600		504907940	0.0
49	CNN	enwik9	128	text_xxsmall.txt	492	571	305443187		308964670	0.0
50	Autoencoder	genome	256	genome_small.fna	1367	1392	237708436		29378622	220.29188537597656
51	Autoencoder	genome	256	genome_xsmall.fna	1043	928	4873340		4381310	319.5350036621094
52	Autoencoder	genome	256	genome_xxsmall.fna	800	488	4892560		4176979	828.8658447265625
53	Autoencoder	genome	128	genome_small.fna	1367	1160	5293080		4488761	263.97027587890625
54	Autoencoder	genome	128	genome_xsmall.fna	1043	2816	251659317		5284661	120.52304077148438
55	Autoencoder	genome	128	genome_xxsmall.fna	800	2016	5005880		4400159	231.42955017089844
56	Autoencoder	enwik9	256	text_small.txt	1022	2304	152590538		4432469	133.8379669189453
57	Autoencoder	enwik9	256	text_xsmall.txt	825	976	6699780		22065927	746.8033447265625
58	Autoencoder	enwik9	256	text_xxsmall.txt	492	1764	5024449		4180100	236.55636596679688
59	Autoencoder	enwik9	128	text_small.txt	1022	1792	153622653		4532139	159.2862548828125
60	Autoencoder	enwik9	128	text_xsmall.txt	825	976	3715750		3665629	787.5345458984375
61	Autoencoder	enwik9	128	text_xxsmall.txt	492	1008	4856779		4145850	237.20529174804688