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  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 @@
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  *.pkl filter=lfs diff=lfs merge=lfs -text
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  *.json filter=lfs diff=lfs merge=lfs -text
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  .csv filter=lfs diff=lfs merge=lfs -text
 
 
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  *.pkl filter=lfs diff=lfs merge=lfs -text
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  *.json filter=lfs diff=lfs merge=lfs -text
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  .csv filter=lfs diff=lfs merge=lfs -text
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+ 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 @@
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- digraph convnext {
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- graph [labeljust=left ranksep=0.2]
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- node [fixedsize=true shape=box width=3]
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- edge [arrowhead=vee]
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- image [label=image shape=plaintext]
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- embeddings_conv [label="4x4 conv, 96, stride 4"]
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- image -> embeddings_conv
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- subgraph "cluster stage 1" {
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- graph [color="#e9f2f7" label="stage 1\l" style=filled]
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- node [color="#bcd9e7" style=filled]
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- subgraph "cluster stage 1 block 1" {
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- graph [color="#0f4158" label="block 1\l" style=dashed]
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- "stage 1 block 1 dwconv" [label="d7x7 conv, 96, stride 1"]
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- "stage 1 block 1 pwconv1" [label="1x1 conv, 384"]
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- "stage 1 block 1 pwconv2" [label="1x1 conv, 96"]
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- "stage 1 block 1 dwconv" -> "stage 1 block 1 pwconv1"
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- "stage 1 block 1 pwconv1" -> "stage 1 block 1 pwconv2"
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- }
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- subgraph "cluster stage 1 block 2" {
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- graph [color="#0f4158" label="block 2\l" style=dashed]
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- "stage 1 block 2 dwconv" [label="d7x7 conv, 96, stride 1"]
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- "stage 1 block 2 pwconv1" [label="1x1 conv, 384"]
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- "stage 1 block 2 pwconv2" [label="1x1 conv, 96"]
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- "stage 1 block 2 dwconv" -> "stage 1 block 2 pwconv1"
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- "stage 1 block 2 pwconv1" -> "stage 1 block 2 pwconv2"
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- }
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- subgraph "cluster stage 1 block 3" {
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- graph [color="#0f4158" label="block 3\l" style=dashed]
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- "stage 1 block 3 dwconv" [label="d7x7 conv, 96, stride 1"]
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- "stage 1 block 3 pwconv1" [label="1x1 conv, 384"]
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- "stage 1 block 3 pwconv2" [label="1x1 conv, 96"]
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- "stage 1 block 3 dwconv" -> "stage 1 block 3 pwconv1"
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- "stage 1 block 3 pwconv1" -> "stage 1 block 3 pwconv2"
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- }
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- "stage 1 block 1 pwconv2" -> "stage 1 block 2 dwconv"
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- "stage 1 block 2 pwconv2" -> "stage 1 block 3 dwconv"
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- }
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- subgraph "cluster stage 2" {
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- graph [color="#e9f7f3" label="stage 2\l" style=filled]
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- node [color="#bce7db" style=filled]
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- "stage 2 downsampling" [label="2x2 conv, 192, stride 2"]
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- subgraph "cluster stage 2 block 1" {
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- graph [color="#0f5844" label="block 1\l" style=dashed]
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- "stage 2 block 1 dwconv" [label="d7x7 conv, 192, stride 1"]
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- "stage 2 block 1 pwconv1" [label="1x1 conv, 768"]
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- "stage 2 block 1 pwconv2" [label="1x1 conv, 192"]
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- "stage 2 block 1 dwconv" -> "stage 2 block 1 pwconv1"
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- "stage 2 block 1 pwconv1" -> "stage 2 block 1 pwconv2"
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- }
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- subgraph "cluster stage 2 block 2" {
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- graph [color="#0f5844" label="block 2\l" style=dashed]
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- "stage 2 block 2 dwconv" [label="d7x7 conv, 192, stride 1"]
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- "stage 2 block 2 pwconv1" [label="1x1 conv, 768"]
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- "stage 2 block 2 pwconv2" [label="1x1 conv, 192"]
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- "stage 2 block 2 dwconv" -> "stage 2 block 2 pwconv1"
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- "stage 2 block 2 pwconv1" -> "stage 2 block 2 pwconv2"
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- }
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- subgraph "cluster stage 2 block 3" {
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- graph [color="#0f5844" label="block 3\l" style=dashed]
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- "stage 2 block 3 dwconv" [label="d7x7 conv, 192, stride 1"]
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- "stage 2 block 3 pwconv1" [label="1x1 conv, 768"]
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- "stage 2 block 3 pwconv2" [label="1x1 conv, 192"]
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- "stage 2 block 3 dwconv" -> "stage 2 block 3 pwconv1"
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- "stage 2 block 3 pwconv1" -> "stage 2 block 3 pwconv2"
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- }
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- "stage 2 downsampling" -> "stage 2 block 1 dwconv"
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- "stage 2 block 1 pwconv2" -> "stage 2 block 2 dwconv"
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- "stage 2 block 2 pwconv2" -> "stage 2 block 3 dwconv"
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- }
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- subgraph "cluster stage 3" {
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- graph [color="#e9f2f7" label="stage 3\l" style=filled]
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- node [color="#bcd9e7" style=filled]
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- "stage 3 downsampling" [label="2x2 conv, 384, stride 2"]
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- subgraph "cluster stage 3 block 1" {
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- graph [color="#0f4158" label="block 1\l" style=dashed]
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- "stage 3 block 1 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 1 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 1 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 1 dwconv" -> "stage 3 block 1 pwconv1"
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- "stage 3 block 1 pwconv1" -> "stage 3 block 1 pwconv2"
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- }
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- subgraph "cluster stage 3 block 2" {
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- graph [color="#0f4158" label="block 2\l" style=dashed]
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- "stage 3 block 2 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 2 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 2 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 2 dwconv" -> "stage 3 block 2 pwconv1"
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- "stage 3 block 2 pwconv1" -> "stage 3 block 2 pwconv2"
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- }
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- subgraph "cluster stage 3 block 3" {
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- graph [color="#0f4158" label="block 3\l" style=dashed]
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- "stage 3 block 3 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 3 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 3 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 3 dwconv" -> "stage 3 block 3 pwconv1"
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- "stage 3 block 3 pwconv1" -> "stage 3 block 3 pwconv2"
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- }
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- subgraph "cluster stage 3 block 4" {
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- graph [color="#0f4158" label="block 4\l" style=dashed]
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- "stage 3 block 4 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 4 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 4 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 4 dwconv" -> "stage 3 block 4 pwconv1"
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- "stage 3 block 4 pwconv1" -> "stage 3 block 4 pwconv2"
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- }
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- subgraph "cluster stage 3 block 5" {
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- graph [color="#0f4158" label="block 5\l" style=dashed]
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- "stage 3 block 5 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 5 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 5 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 5 dwconv" -> "stage 3 block 5 pwconv1"
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- "stage 3 block 5 pwconv1" -> "stage 3 block 5 pwconv2"
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- }
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- subgraph "cluster stage 3 block 6" {
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- graph [color="#0f4158" label="block 6\l" style=dashed]
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- "stage 3 block 6 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 6 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 6 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 6 dwconv" -> "stage 3 block 6 pwconv1"
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- "stage 3 block 6 pwconv1" -> "stage 3 block 6 pwconv2"
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- }
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- subgraph "cluster stage 3 block 7" {
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- graph [color="#0f4158" label="block 7\l" style=dashed]
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- "stage 3 block 7 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 7 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 7 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 7 dwconv" -> "stage 3 block 7 pwconv1"
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- "stage 3 block 7 pwconv1" -> "stage 3 block 7 pwconv2"
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- }
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- subgraph "cluster stage 3 block 8" {
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- graph [color="#0f4158" label="block 8\l" style=dashed]
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- "stage 3 block 8 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 8 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 8 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 8 dwconv" -> "stage 3 block 8 pwconv1"
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- "stage 3 block 8 pwconv1" -> "stage 3 block 8 pwconv2"
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- }
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- subgraph "cluster stage 3 block 9" {
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- graph [color="#0f4158" label="block 9\l" style=dashed]
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- "stage 3 block 9 dwconv" [label="d7x7 conv, 384, stride 1"]
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- "stage 3 block 9 pwconv1" [label="1x1 conv, 1536"]
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- "stage 3 block 9 pwconv2" [label="1x1 conv, 384"]
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- "stage 3 block 9 dwconv" -> "stage 3 block 9 pwconv1"
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- "stage 3 block 9 pwconv1" -> "stage 3 block 9 pwconv2"
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- }
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- "stage 3 downsampling" -> "stage 3 block 1 dwconv"
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- "stage 3 block 1 pwconv2" -> "stage 3 block 2 dwconv"
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- "stage 3 block 2 pwconv2" -> "stage 3 block 3 dwconv"
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- "stage 3 block 3 pwconv2" -> "stage 3 block 4 dwconv"
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- "stage 3 block 4 pwconv2" -> "stage 3 block 5 dwconv"
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- "stage 3 block 5 pwconv2" -> "stage 3 block 6 dwconv"
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- "stage 3 block 6 pwconv2" -> "stage 3 block 7 dwconv"
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- "stage 3 block 7 pwconv2" -> "stage 3 block 8 dwconv"
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- "stage 3 block 8 pwconv2" -> "stage 3 block 9 dwconv"
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- }
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- subgraph "cluster stage 4" {
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- graph [color="#e9f7f3" label="stage 4\l" style=filled]
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- node [color="#bce7db" style=filled]
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- "stage 4 downsampling" [label="2x2 conv, 768, stride 2"]
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- subgraph "cluster stage 4 block 1" {
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- graph [color="#0f5844" label="block 1\l" style=dashed]
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- "stage 4 block 1 dwconv" [label="d7x7 conv, 768, stride 1"]
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- "stage 4 block 1 pwconv1" [label="1x1 conv, 3072"]
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- "stage 4 block 1 pwconv2" [label="1x1 conv, 768"]
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- "stage 4 block 1 dwconv" -> "stage 4 block 1 pwconv1"
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- "stage 4 block 1 pwconv1" -> "stage 4 block 1 pwconv2"
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- }
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- subgraph "cluster stage 4 block 2" {
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- graph [color="#0f5844" label="block 2\l" style=dashed]
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- "stage 4 block 2 dwconv" [label="d7x7 conv, 768, stride 1"]
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- "stage 4 block 2 pwconv1" [label="1x1 conv, 3072"]
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- "stage 4 block 2 pwconv2" [label="1x1 conv, 768"]
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- "stage 4 block 2 dwconv" -> "stage 4 block 2 pwconv1"
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- "stage 4 block 2 pwconv1" -> "stage 4 block 2 pwconv2"
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- }
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- subgraph "cluster stage 4 block 3" {
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- graph [color="#0f5844" label="block 3\l" style=dashed]
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- "stage 4 block 3 dwconv" [label="d7x7 conv, 768, stride 1"]
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- "stage 4 block 3 pwconv1" [label="1x1 conv, 3072"]
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- "stage 4 block 3 pwconv2" [label="1x1 conv, 768"]
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- "stage 4 block 3 dwconv" -> "stage 4 block 3 pwconv1"
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- "stage 4 block 3 pwconv1" -> "stage 4 block 3 pwconv2"
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- }
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- "stage 4 downsampling" -> "stage 4 block 1 dwconv"
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- "stage 4 block 1 pwconv2" -> "stage 4 block 2 dwconv"
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- "stage 4 block 2 pwconv2" -> "stage 4 block 3 dwconv"
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- }
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- "stage 1 block 3 pwconv2" -> "stage 2 downsampling"
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- "stage 2 block 3 pwconv2" -> "stage 3 downsampling"
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- "stage 3 block 9 pwconv2" -> "stage 4 downsampling"
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- embeddings_conv -> "stage 1 block 1 dwconv"
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- "stage 4 block 3 pwconv2" -> "output vector"
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- "output vector" [label="output vector" shape=plaintext]
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- }
 
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