Hugging Face's logo

Spaces:
taquynhnga
/
CNNs-interpretation-visualization
Build error

App Files Community
taquynhnga commited on
Commit
81f0a60
•
1 Parent(s): eb28119

track data/

Browse files
Files changed (3) hide show
  1. .gitattributes +1 -0
  2. data/ImageNet_metadata.csv +0 -0
  3. data/dot_architectures/convnext_architecture.dot +3 -194
.gitattributes CHANGED
@@ -1,3 +1,4 @@
1
  *.pkl filter=lfs diff=lfs merge=lfs -text
2
  *.json filter=lfs diff=lfs merge=lfs -text
3
  .csv filter=lfs diff=lfs merge=lfs -text
 
 
1
  *.pkl filter=lfs diff=lfs merge=lfs -text
2
  *.json filter=lfs diff=lfs merge=lfs -text
3
  .csv filter=lfs diff=lfs merge=lfs -text
4
+ data/** filter=lfs diff=lfs merge=lfs -text
data/ImageNet_metadata.csv CHANGED
The diff for this file is too large to render. See raw diff
 
data/dot_architectures/convnext_architecture.dot CHANGED
@@ -1,194 +1,3 @@
1
- digraph convnext {
2
- graph [labeljust=left ranksep=0.2]
3
- node [fixedsize=true shape=box width=3]
4
- edge [arrowhead=vee]
5
- image [label=image shape=plaintext]
6
- embeddings_conv [label="4x4 conv, 96, stride 4"]
7
- image -> embeddings_conv
8
- subgraph "cluster stage 1" {
9
- graph [color="#e9f2f7" label="stage 1\l" style=filled]
10
- node [color="#bcd9e7" style=filled]
11
- subgraph "cluster stage 1 block 1" {
12
- graph [color="#0f4158" label="block 1\l" style=dashed]
13
- "stage 1 block 1 dwconv" [label="d7x7 conv, 96, stride 1"]
14
- "stage 1 block 1 pwconv1" [label="1x1 conv, 384"]
15
- "stage 1 block 1 pwconv2" [label="1x1 conv, 96"]
16
- "stage 1 block 1 dwconv" -> "stage 1 block 1 pwconv1"
17
- "stage 1 block 1 pwconv1" -> "stage 1 block 1 pwconv2"
18
- }
19
- subgraph "cluster stage 1 block 2" {
20
- graph [color="#0f4158" label="block 2\l" style=dashed]
21
- "stage 1 block 2 dwconv" [label="d7x7 conv, 96, stride 1"]
22
- "stage 1 block 2 pwconv1" [label="1x1 conv, 384"]
23
- "stage 1 block 2 pwconv2" [label="1x1 conv, 96"]
24
- "stage 1 block 2 dwconv" -> "stage 1 block 2 pwconv1"
25
- "stage 1 block 2 pwconv1" -> "stage 1 block 2 pwconv2"
26
- }
27
- subgraph "cluster stage 1 block 3" {
28
- graph [color="#0f4158" label="block 3\l" style=dashed]
29
- "stage 1 block 3 dwconv" [label="d7x7 conv, 96, stride 1"]
30
- "stage 1 block 3 pwconv1" [label="1x1 conv, 384"]
31
- "stage 1 block 3 pwconv2" [label="1x1 conv, 96"]
32
- "stage 1 block 3 dwconv" -> "stage 1 block 3 pwconv1"
33
- "stage 1 block 3 pwconv1" -> "stage 1 block 3 pwconv2"
34
- }
35
- "stage 1 block 1 pwconv2" -> "stage 1 block 2 dwconv"
36
- "stage 1 block 2 pwconv2" -> "stage 1 block 3 dwconv"
37
- }
38
- subgraph "cluster stage 2" {
39
- graph [color="#e9f7f3" label="stage 2\l" style=filled]
40
- node [color="#bce7db" style=filled]
41
- "stage 2 downsampling" [label="2x2 conv, 192, stride 2"]
42
- subgraph "cluster stage 2 block 1" {
43
- graph [color="#0f5844" label="block 1\l" style=dashed]
44
- "stage 2 block 1 dwconv" [label="d7x7 conv, 192, stride 1"]
45
- "stage 2 block 1 pwconv1" [label="1x1 conv, 768"]
46
- "stage 2 block 1 pwconv2" [label="1x1 conv, 192"]
47
- "stage 2 block 1 dwconv" -> "stage 2 block 1 pwconv1"
48
- "stage 2 block 1 pwconv1" -> "stage 2 block 1 pwconv2"
49
- }
50
- subgraph "cluster stage 2 block 2" {
51
- graph [color="#0f5844" label="block 2\l" style=dashed]
52
- "stage 2 block 2 dwconv" [label="d7x7 conv, 192, stride 1"]
53
- "stage 2 block 2 pwconv1" [label="1x1 conv, 768"]
54
- "stage 2 block 2 pwconv2" [label="1x1 conv, 192"]
55
- "stage 2 block 2 dwconv" -> "stage 2 block 2 pwconv1"
56
- "stage 2 block 2 pwconv1" -> "stage 2 block 2 pwconv2"
57
- }
58
- subgraph "cluster stage 2 block 3" {
59
- graph [color="#0f5844" label="block 3\l" style=dashed]
60
- "stage 2 block 3 dwconv" [label="d7x7 conv, 192, stride 1"]
61
- "stage 2 block 3 pwconv1" [label="1x1 conv, 768"]
62
- "stage 2 block 3 pwconv2" [label="1x1 conv, 192"]
63
- "stage 2 block 3 dwconv" -> "stage 2 block 3 pwconv1"
64
- "stage 2 block 3 pwconv1" -> "stage 2 block 3 pwconv2"
65
- }
66
- "stage 2 downsampling" -> "stage 2 block 1 dwconv"
67
- "stage 2 block 1 pwconv2" -> "stage 2 block 2 dwconv"
68
- "stage 2 block 2 pwconv2" -> "stage 2 block 3 dwconv"
69
- }
70
- subgraph "cluster stage 3" {
71
- graph [color="#e9f2f7" label="stage 3\l" style=filled]
72
- node [color="#bcd9e7" style=filled]
73
- "stage 3 downsampling" [label="2x2 conv, 384, stride 2"]
74
- subgraph "cluster stage 3 block 1" {
75
- graph [color="#0f4158" label="block 1\l" style=dashed]
76
- "stage 3 block 1 dwconv" [label="d7x7 conv, 384, stride 1"]
77
- "stage 3 block 1 pwconv1" [label="1x1 conv, 1536"]
78
- "stage 3 block 1 pwconv2" [label="1x1 conv, 384"]
79
- "stage 3 block 1 dwconv" -> "stage 3 block 1 pwconv1"
80
- "stage 3 block 1 pwconv1" -> "stage 3 block 1 pwconv2"
81
- }
82
- subgraph "cluster stage 3 block 2" {
83
- graph [color="#0f4158" label="block 2\l" style=dashed]
84
- "stage 3 block 2 dwconv" [label="d7x7 conv, 384, stride 1"]
85
- "stage 3 block 2 pwconv1" [label="1x1 conv, 1536"]
86
- "stage 3 block 2 pwconv2" [label="1x1 conv, 384"]
87
- "stage 3 block 2 dwconv" -> "stage 3 block 2 pwconv1"
88
- "stage 3 block 2 pwconv1" -> "stage 3 block 2 pwconv2"
89
- }
90
- subgraph "cluster stage 3 block 3" {
91
- graph [color="#0f4158" label="block 3\l" style=dashed]
92
- "stage 3 block 3 dwconv" [label="d7x7 conv, 384, stride 1"]
93
- "stage 3 block 3 pwconv1" [label="1x1 conv, 1536"]
94
- "stage 3 block 3 pwconv2" [label="1x1 conv, 384"]
95
- "stage 3 block 3 dwconv" -> "stage 3 block 3 pwconv1"
96
- "stage 3 block 3 pwconv1" -> "stage 3 block 3 pwconv2"
97
- }
98
- subgraph "cluster stage 3 block 4" {
99
- graph [color="#0f4158" label="block 4\l" style=dashed]
100
- "stage 3 block 4 dwconv" [label="d7x7 conv, 384, stride 1"]
101
- "stage 3 block 4 pwconv1" [label="1x1 conv, 1536"]
102
- "stage 3 block 4 pwconv2" [label="1x1 conv, 384"]
103
- "stage 3 block 4 dwconv" -> "stage 3 block 4 pwconv1"
104
- "stage 3 block 4 pwconv1" -> "stage 3 block 4 pwconv2"
105
- }
106
- subgraph "cluster stage 3 block 5" {
107
- graph [color="#0f4158" label="block 5\l" style=dashed]
108
- "stage 3 block 5 dwconv" [label="d7x7 conv, 384, stride 1"]
109
- "stage 3 block 5 pwconv1" [label="1x1 conv, 1536"]
110
- "stage 3 block 5 pwconv2" [label="1x1 conv, 384"]
111
- "stage 3 block 5 dwconv" -> "stage 3 block 5 pwconv1"
112
- "stage 3 block 5 pwconv1" -> "stage 3 block 5 pwconv2"
113
- }
114
- subgraph "cluster stage 3 block 6" {
115
- graph [color="#0f4158" label="block 6\l" style=dashed]
116
- "stage 3 block 6 dwconv" [label="d7x7 conv, 384, stride 1"]
117
- "stage 3 block 6 pwconv1" [label="1x1 conv, 1536"]
118
- "stage 3 block 6 pwconv2" [label="1x1 conv, 384"]
119
- "stage 3 block 6 dwconv" -> "stage 3 block 6 pwconv1"
120
- "stage 3 block 6 pwconv1" -> "stage 3 block 6 pwconv2"
121
- }
122
- subgraph "cluster stage 3 block 7" {
123
- graph [color="#0f4158" label="block 7\l" style=dashed]
124
- "stage 3 block 7 dwconv" [label="d7x7 conv, 384, stride 1"]
125
- "stage 3 block 7 pwconv1" [label="1x1 conv, 1536"]
126
- "stage 3 block 7 pwconv2" [label="1x1 conv, 384"]
127
- "stage 3 block 7 dwconv" -> "stage 3 block 7 pwconv1"
128
- "stage 3 block 7 pwconv1" -> "stage 3 block 7 pwconv2"
129
- }
130
- subgraph "cluster stage 3 block 8" {
131
- graph [color="#0f4158" label="block 8\l" style=dashed]
132
- "stage 3 block 8 dwconv" [label="d7x7 conv, 384, stride 1"]
133
- "stage 3 block 8 pwconv1" [label="1x1 conv, 1536"]
134
- "stage 3 block 8 pwconv2" [label="1x1 conv, 384"]
135
- "stage 3 block 8 dwconv" -> "stage 3 block 8 pwconv1"
136
- "stage 3 block 8 pwconv1" -> "stage 3 block 8 pwconv2"
137
- }
138
- subgraph "cluster stage 3 block 9" {
139
- graph [color="#0f4158" label="block 9\l" style=dashed]
140
- "stage 3 block 9 dwconv" [label="d7x7 conv, 384, stride 1"]
141
- "stage 3 block 9 pwconv1" [label="1x1 conv, 1536"]
142
- "stage 3 block 9 pwconv2" [label="1x1 conv, 384"]
143
- "stage 3 block 9 dwconv" -> "stage 3 block 9 pwconv1"
144
- "stage 3 block 9 pwconv1" -> "stage 3 block 9 pwconv2"
145
- }
146
- "stage 3 downsampling" -> "stage 3 block 1 dwconv"
147
- "stage 3 block 1 pwconv2" -> "stage 3 block 2 dwconv"
148
- "stage 3 block 2 pwconv2" -> "stage 3 block 3 dwconv"
149
- "stage 3 block 3 pwconv2" -> "stage 3 block 4 dwconv"
150
- "stage 3 block 4 pwconv2" -> "stage 3 block 5 dwconv"
151
- "stage 3 block 5 pwconv2" -> "stage 3 block 6 dwconv"
152
- "stage 3 block 6 pwconv2" -> "stage 3 block 7 dwconv"
153
- "stage 3 block 7 pwconv2" -> "stage 3 block 8 dwconv"
154
- "stage 3 block 8 pwconv2" -> "stage 3 block 9 dwconv"
155
- }
156
- subgraph "cluster stage 4" {
157
- graph [color="#e9f7f3" label="stage 4\l" style=filled]
158
- node [color="#bce7db" style=filled]
159
- "stage 4 downsampling" [label="2x2 conv, 768, stride 2"]
160
- subgraph "cluster stage 4 block 1" {
161
- graph [color="#0f5844" label="block 1\l" style=dashed]
162
- "stage 4 block 1 dwconv" [label="d7x7 conv, 768, stride 1"]
163
- "stage 4 block 1 pwconv1" [label="1x1 conv, 3072"]
164
- "stage 4 block 1 pwconv2" [label="1x1 conv, 768"]
165
- "stage 4 block 1 dwconv" -> "stage 4 block 1 pwconv1"
166
- "stage 4 block 1 pwconv1" -> "stage 4 block 1 pwconv2"
167
- }
168
- subgraph "cluster stage 4 block 2" {
169
- graph [color="#0f5844" label="block 2\l" style=dashed]
170
- "stage 4 block 2 dwconv" [label="d7x7 conv, 768, stride 1"]
171
- "stage 4 block 2 pwconv1" [label="1x1 conv, 3072"]
172
- "stage 4 block 2 pwconv2" [label="1x1 conv, 768"]
173
- "stage 4 block 2 dwconv" -> "stage 4 block 2 pwconv1"
174
- "stage 4 block 2 pwconv1" -> "stage 4 block 2 pwconv2"
175
- }
176
- subgraph "cluster stage 4 block 3" {
177
- graph [color="#0f5844" label="block 3\l" style=dashed]
178
- "stage 4 block 3 dwconv" [label="d7x7 conv, 768, stride 1"]
179
- "stage 4 block 3 pwconv1" [label="1x1 conv, 3072"]
180
- "stage 4 block 3 pwconv2" [label="1x1 conv, 768"]
181
- "stage 4 block 3 dwconv" -> "stage 4 block 3 pwconv1"
182
- "stage 4 block 3 pwconv1" -> "stage 4 block 3 pwconv2"
183
- }
184
- "stage 4 downsampling" -> "stage 4 block 1 dwconv"
185
- "stage 4 block 1 pwconv2" -> "stage 4 block 2 dwconv"
186
- "stage 4 block 2 pwconv2" -> "stage 4 block 3 dwconv"
187
- }
188
- "stage 1 block 3 pwconv2" -> "stage 2 downsampling"
189
- "stage 2 block 3 pwconv2" -> "stage 3 downsampling"
190
- "stage 3 block 9 pwconv2" -> "stage 4 downsampling"
191
- embeddings_conv -> "stage 1 block 1 dwconv"
192
- "stage 4 block 3 pwconv2" -> "output vector"
193
- "output vector" [label="output vector" shape=plaintext]
194
- }
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:41a258a40a93615638ae504770c14e44836c934badbe48f18148f5a750514ac9
3
+ size 9108