tensorflow / swift-models
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
  • For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
  • Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
  • You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.
Learn more...
Duplication Overall
  • 8% duplication:
    • 23,413 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 2,013 duplicated lines
  • 113 duplicates
system8% (2,013 lines)
Duplication per Extension
swift10% (1,785 lines)
h4% (228 lines)
Duplication per Component (primary)
Models10% (535 lines)
Checkpoints22% (287 lines)
TensorBoard19% (278 lines)
Support4% (266 lines)
Datasets10% (237 lines)
pix2pix13% (76 lines)
CycleGAN18% (76 lines)
Gym7% (68 lines)
SwiftModelsBenchmarksCore6% (66 lines)
Autoencoder17% (36 lines)
TrainingLoop5% (34 lines)
FastStyleTransfer17% (28 lines)
MiniGo2% (26 lines)
DCGAN0% (0 lines)
GAN0% (0 lines)
cmake0% (0 lines)
PersonLab0% (0 lines)
ImageLoader0% (0 lines)
SwiftModelsBenchmarks0% (0 lines)
ROOT0% (0 lines)
Catch0% (0 lines)

Duplication Between Components (50+ lines)

G Checkpoints Checkpoints TensorBoard TensorBoard Checkpoints--TensorBoard 565 CycleGAN CycleGAN pix2pix pix2pix CycleGAN--pix2pix 152

Download: SVG DOT (open online Graphviz editor)

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Show more details on duplication between components...
Longest Duplicates
The list of 20 longest duplicates.
See data for all 113 duplicates...
Size#FoldersFilesLinesCode
26 x 2 Models/ImageClassification
Models/ImageClassification
MobileNetV3.swift
MobileNetV3.swift
 321:349 (6%)
440:468 (6%)
 view
26 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 100:128 (10%)
92:120 (11%)
 view
24 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 155:181 (9%)
141:167 (10%)
 view
22 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 25:68 (8%)
25:68 (9%)
 view
22 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 274:295 (8%)
248:269 (9%)
 view
21 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 219:239 (8%)
199:219 (9%)
 view
21 x 2 Models/Text/BERT
Models/Text/BERT
TransformerBERT.swift
TransformerBERT.swift
 89:109 (11%)
235:255 (11%)
 view
20 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 299:318 (7%)
270:289 (8%)
 view
20 x 2 Gym/DQN
Gym/PPO
Gathering.swift
Gathering.swift
 17:43 (100%)
17:43 (100%)
 view
20 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 77:96 (7%)
72:91 (8%)
 view
20 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 185:204 (7%)
168:187 (8%)
 view
20 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 132:151 (7%)
121:140 (8%)
 view
20 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
types.pb.swift
types.pb.swift
 243:262 (7%)
220:239 (8%)
 view
19 x 2 SwiftModelsBenchmarksCore/Layers
SwiftModelsBenchmarksCore/Layers
LayerSuite.swift
LayerSuite.swift
 35:55 (16%)
85:105 (16%)
 view
17 x 2 Models/ImageClassification
Models/ImageClassification
BigTransfer.swift
ResNetV2.swift
 346:366 (7%)
178:198 (13%)
 view
17 x 2 Checkpoints
TensorBoard
CheckpointReader.swift
Support.swift
 325:350 (8%)
45:70 (42%)
 view
16 x 2 Models/ImageClassification
Models/ImageClassification
MobileNetV3.swift
MobileNetV3.swift
 252:271 (4%)
381:400 (4%)
 view
16 x 2 Datasets/Imagenette
Datasets/Imagenette
Imagenette.swift
Imagewoof.swift
 41:87 (12%)
26:72 (34%)
 view
16 x 2 Models/ImageClassification
Models/ImageClassification
MobileNetV2.swift
MobileNetV3.swift
 22:42 (9%)
22:42 (4%)
 view
15 x 2 CycleGAN/Models
pix2pix
Layers.swift
Layers.swift
 21:54 (21%)
30:63 (11%)
 view
Duplicated Units
The list of top 4 duplicated units.
See data for all 4 unit duplicates...
Size#FoldersFilesLinesCode
13 x 2 Checkpoints
TensorBoard
CheckpointReader.swift
Support.swift
 329:344 
49:64 
 view
12 x 2 Gym/DQN
Gym/PPO
Gathering.swift
Gathering.swift
 32:44 
32:44 
 view
8 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
tensor_shape.pb.swift
tensor_shape.pb.swift
 97:105 
101:109 
 view
8 x 2 Checkpoints/Protobufs
TensorBoard/Protobufs
tensor_shape.pb.swift
tensor_shape.pb.swift
 132:140 
139:147 
 view