-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathdvc.lock
243 lines (243 loc) · 6.77 KB
/
dvc.lock
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
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
schema: '2.0'
stages:
fetch_data:
cmd: fetch_data -v -o data/raw
outs:
- path: data/raw/test
hash: md5
md5: 4b23ca093e5e16053f7dd7b35fa040d4.dir
size: 31370078
nfiles: 3
- path: data/raw/train
hash: md5
md5: 804d817dde8ee77d327f23e7e2da939d.dir
size: 156850081
nfiles: 3
split:
cmd: split -v -i data/raw/train -t data/splitted/train -e data/splitted/validation
deps:
- path: data/raw/train
hash: md5
md5: 804d817dde8ee77d327f23e7e2da939d.dir
size: 156850081
nfiles: 3
params:
params.yaml:
general.seed: 42
general.validation_split_ratio: 0.2
outs:
- path: data/splitted/train
hash: md5
md5: 37c77b41c3911fc24c0f8ce652fcfdac.dir
size: 125480081
nfiles: 3
- path: data/splitted/validation
hash: md5
md5: 00e02e358e29588799d462ac59f67512.dir
size: 31370080
nfiles: 3
train_cnn:
cmd: train_cnn -v -t data/preprocessed/train/cnn -e data/preprocessed/validation/cnn
-o models
deps:
- path: data/preprocessed/train/cnn
hash: md5
md5: f29f4b5a71c3b800611f997b4307c7a3.dir
size: 494120081
nfiles: 3
- path: data/preprocessed/validation/cnn
hash: md5
md5: 8d20db777349b99562652eef5355483f.dir
size: 123530080
nfiles: 3
params:
params.yaml:
general.batch_size: 32
train_cnn.epochs: 200
train_cnn.learning_rate: 0.0005
outs:
- path: dvclive/cnn/training
hash: md5
md5: aa097915384f9f03bcf487984e6b2ad9.dir
size: 6504
nfiles: 5
- path: models/cnn_history.npy
hash: md5
md5: ffc156f7a26b1ca410b82cffb7d70db1
size: 3627
- path: models/cnn_model.keras
hash: md5
md5: 17baff139da3992a25bfe3ac24f5e820
size: 17093669
evaluate_cnn:
cmd: evaluate_cnn -v -m models/cnn_model.keras -t data/preprocessed/train/cnn
-e data/preprocessed/test/cnn
deps:
- path: data/preprocessed/test/cnn
hash: md5
md5: 1640d12a37ea928fd839c2a2811e9256.dir
size: 123530080
nfiles: 3
- path: data/preprocessed/train/cnn
hash: md5
md5: f29f4b5a71c3b800611f997b4307c7a3.dir
size: 494120081
nfiles: 3
- path: models/cnn_model.keras
hash: md5
md5: 17baff139da3992a25bfe3ac24f5e820
size: 17093669
params:
params.yaml:
general.batch_size: 32
outs:
- path: dvclive/cnn/evaluation
hash: md5
md5: 65447f1c07fa51326111b1593519443e.dir
size: 194
nfiles: 3
preprocess_cnn_train:
cmd: preprocess_cnn -v -i data/splitted/train -o data/preprocessed/train/cnn
deps:
- path: data/splitted/train
hash: md5
md5: 37c77b41c3911fc24c0f8ce652fcfdac.dir
size: 125480081
nfiles: 3
outs:
- path: data/preprocessed/train/cnn
hash: md5
md5: f29f4b5a71c3b800611f997b4307c7a3.dir
size: 494120081
nfiles: 3
preprocess_cnn_test:
cmd: preprocess_cnn -v -i data/raw/test -o data/preprocessed/test/cnn
deps:
- path: data/raw/test
hash: md5
md5: 4b23ca093e5e16053f7dd7b35fa040d4.dir
size: 31370078
nfiles: 3
outs:
- path: data/preprocessed/test/cnn
hash: md5
md5: 1640d12a37ea928fd839c2a2811e9256.dir
size: 123530080
nfiles: 3
preprocess_cnn_validation:
cmd: preprocess_cnn -v -i data/splitted/validation -o data/preprocessed/validation/cnn
deps:
- path: data/splitted/validation
hash: md5
md5: 00e02e358e29588799d462ac59f67512.dir
size: 31370080
nfiles: 3
outs:
- path: data/preprocessed/validation/cnn
hash: md5
md5: 8d20db777349b99562652eef5355483f.dir
size: 123530080
nfiles: 3
preprocess_resnet50_train:
cmd: preprocess_resnet50 -v -i data/splitted/train -o data/preprocessed/train/resnet50
deps:
- path: data/splitted/train
hash: md5
md5: 37c77b41c3911fc24c0f8ce652fcfdac.dir
size: 125480081
nfiles: 3
outs:
- path: data/preprocessed/train/resnet50
hash: md5
md5: 0d37d46bfb1f2e3f2aa416b6c8ccf5b3.dir
size: 125480080
nfiles: 3
preprocess_resnet50_test:
cmd: preprocess_resnet50 -v -i data/raw/test -o data/preprocessed/test/resnet50
deps:
- path: data/raw/test
hash: md5
md5: 4b23ca093e5e16053f7dd7b35fa040d4.dir
size: 31370078
nfiles: 3
outs:
- path: data/preprocessed/test/resnet50
hash: md5
md5: 5b3ee07e0529a1ec86dc04588bdd467a.dir
size: 31370079
nfiles: 3
preprocess_resnet50_validation:
cmd: preprocess_resnet50 -v -i data/splitted/validation -o data/preprocessed/validation/resnet50
deps:
- path: data/splitted/validation
hash: md5
md5: 00e02e358e29588799d462ac59f67512.dir
size: 31370080
nfiles: 3
outs:
- path: data/preprocessed/validation/resnet50
hash: md5
md5: 69e1f79c004fa763bd61a1c9376adfc4.dir
size: 31370080
nfiles: 3
train_resnet50:
cmd: train_resnet50 -v -t data/preprocessed/train/resnet50 -e data/preprocessed/validation/resnet50
-o models
deps:
- path: data/preprocessed/train/resnet50
hash: md5
md5: 0d37d46bfb1f2e3f2aa416b6c8ccf5b3.dir
size: 125480080
nfiles: 3
- path: data/preprocessed/validation/resnet50
hash: md5
md5: 69e1f79c004fa763bd61a1c9376adfc4.dir
size: 31370080
nfiles: 3
params:
params.yaml:
general.batch_size: 32
train_resnet50.epochs: 1
train_resnet50.fine_tuning_learning_rate: 1e-05
train_resnet50.fine_tuning_unfreezed_layer_count: 4
outs:
- path: dvclive/resnet50/training
hash: md5
md5: baf91138599e6d6724d20e9201ba8c9d.dir
size: 726
nfiles: 10
- path: models/resnet50_history.npy
hash: md5
md5: d2c9cd94ed3112217834f0041b4071fb
size: 394
- path: models/resnet50_model.keras
hash: md5
md5: 3c886b24a2208d6f31cc1f766b716bfb
size: 106758409
evaluate_resnet50:
cmd: evaluate_resnet50 -v -m models/resnet50_model.keras -t data/preprocessed/train/resnet50
-e data/preprocessed/test/resnet50
deps:
- path: data/preprocessed/test/resnet50
hash: md5
md5: 5b3ee07e0529a1ec86dc04588bdd467a.dir
size: 31370079
nfiles: 3
- path: data/preprocessed/train/resnet50
hash: md5
md5: 0d37d46bfb1f2e3f2aa416b6c8ccf5b3.dir
size: 125480080
nfiles: 3
- path: models/resnet50_model.keras
hash: md5
md5: 3c886b24a2208d6f31cc1f766b716bfb
size: 106758409
params:
params.yaml:
general.batch_size: 32
outs:
- path: dvclive/resnet50/evaluation
hash: md5
md5: 514d858686d139864abfae9b9deb4871.dir
size: 210
nfiles: 3