BexTuychiev
/
dvc-tutorial
connected to https://github.com/BexTuychiev/dvc-tutorial.git


  
1

	
2

	
3

	
4

	
5

	
6

	
7

	
8

	
9

	
10

	
11

	
12

	
13

	
14

	
15

	
16

	
17

	
18

	
19

	
20

	
21

	
22

	
23

	
24

	
25

	
26

	
27

	
28

	
29

	
30

	
31

	
32

	
33

	
34

	
35

	
36

	
37

	
38

	
39

	
40

	
41

	
42

	
43

	
44

	
45

	
46

	
47

	
48

	
49

	
50

	
51

	
52

	
53

	
54

	
55

	
56

	
57

	
58

	
59

	
60

	
61

	
62

	
63

	
64

	
65

	
66

	
            schema: '2.0'
stages:
  split:
    cmd: python src/split.py
    deps:
    - path: data/raw/train
      md5: ee9a5fa8b7c214877a3e15872145e214.dir
      size: 190372427
      nfiles: 31782
    - path: src/split.py
      md5: 93dceb6c24db44d128846932baf3536c
      size: 1469
    params:
      params.yaml:
        split.ratio: 0.1
    outs:
    - path: data/raw/test
      md5: e55bba4644fd63d464b55db34404d17c.dir
      size: 21086056
      nfiles: 3507
  preprocess:
    cmd: python src/preprocess.py
    deps:
    - path: data/raw
      md5: 0b33cdba43356ab12feb1cd1f61836b4.dir
      size: 211458594
      nfiles: 35291
    - path: src/preprocess.py
      md5: 5c4b224d5bdb75b2deeb8b243702cbc6
      size: 1636
    params:
      params.yaml:
        preprocess:
          denoise_weight: 0.03
          image_width: 30
          image_height: 30
    outs:
    - path: data/prepared
      md5: 07c141d7be6504e74642050c1300b1b3.dir
      size: 151456179
      nfiles: 35288
  train:
    cmd: python src/train.py
    deps:
    - path: data
      md5: fda2c87b3deae8126a36c43dd6a7e603.dir
      size: 362914783
      nfiles: 70580
    - path: src/train.py
      md5: 6b511e9b9291fdaa030d800d03f0d80d
      size: 3747
    outs:
    - path: evaluation/metrics.json
      md5: d526f8607af42b33112e4c34e403ebc6
      size: 367
    - path: evaluation/plots
      md5: 12d69b686b14e9cc9f04baf5af8bcf2d.dir
      size: 989
      nfiles: 8
    - path: evaluation/report.html
      md5: 82c3dfd04c1411f8ab75fe46472dc4cc
      size: 27494
    - path: models
      md5: 9b9da8469b9844e3adec4d4082e5d437.dir
      size: 44363432
      nfiles: 1