tensorflow / swift-apis
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
  • 41% duplication:
    • 79,572 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 32,669 duplicated lines
  • 8,216 duplicates
system41% (32,669 lines)
Duplication per Extension
swift52% (30,203 lines)
inc26% (910 lines)
h17% (817 lines)
py18% (348 lines)
cpp3% (258 lines)
cc3% (133 lines)
Duplication per Component (primary)
Sources/TensorFlow50% (26,941 lines)
Sources/x1018% (3,541 lines)
Sources/CX1028% (1,373 lines)
Sources/CX10Modules99% (394 lines)
Utilities/ReferenceImplementations48% (289 lines)
Sources/Tensor23% (131 lines)
Sources/CTensorFlow0% (0 lines)
cmake/modules0% (0 lines)
Utilities0% (0 lines)
ROOT0% (0 lines)

Duplication Between Components (50+ lines)

G Sources/TensorFlow Sources/TensorFlow Sources/x10 Sources/x10 Sources/TensorFlow--Sources/x10 7563 Sources/CX10 Sources/CX10 Sources/CX10--Sources/x10 50 Sources/CX10Modules Sources/CX10Modules Sources/CX10--Sources/CX10Modules 788

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 8,216 duplicates...
Size#FoldersFilesLinesCode
1540 x 2 Sources/TensorFlow/X10/APIs
Sources/x10/swift_bindings/apis
RawOpsManual.swift
RawOpsManual.swift
 18:3832 (100%)
18:3832 (100%)
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991 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
RawOpsXLAGenerated.swift
RawOpsXLAGenerated.swift
 3:1225 (100%)
3:1225 (100%)
 view
350 x 2 Sources/CX10
Sources/CX10Modules/include
xla_tensor_wrapper.h
xla_tensor_wrapper.h
 38:458 (100%)
38:458 (100%)
 view
325 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
XLATensor.swift
XLATensor.swift
 15:496 (100%)
15:496 (100%)
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129 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
Device.swift
Device.swift
 15:240 (100%)
15:240 (100%)
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82 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
XLAScalarType.swift
XLAScalarType.swift
 15:151 (100%)
15:151 (100%)
 view
33 x 2 Sources/TensorFlow/X10/APIs
Sources/x10/swift_bindings/apis
DeviceScope.swift
DeviceScope.swift
 17:60 (100%)
17:60 (100%)
 view
32 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 21227:21258 (<1%)
22691:22722 (<1%)
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30 x 2 Sources/TensorFlow/Optimizers
Sources/TensorFlow/Optimizers
MomentumBased.swift
MomentumBased.swift
 323:372 (8%)
586:628 (8%)
 view
28 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 21134:21161 (<1%)
22576:22603 (<1%)
 view
27 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 10335:10361 (<1%)
11079:11105 (<1%)
 view
27 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 6272:6298 (<1%)
6851:6877 (<1%)
 view
27 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 13341:13367 (<1%)
14359:14385 (<1%)
 view
26 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsGenerated.swift
RawOpsGenerated.swift
 11081:11106 (<1%)
14361:14386 (<1%)
 view
26 x 2 Sources/TensorFlow/Optimizers
Sources/TensorFlow/Optimizers
MomentumBased.swift
MomentumBased.swift
 350:380 (7%)
515:545 (7%)
 view
26 x 2 Sources/TensorFlow/X10/APIs
Sources/x10/swift_bindings/apis
CrossReplicaSum.swift
CrossReplicaSum.swift
 16:63 (100%)
16:63 (100%)
 view
25 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 1299:1323 (<1%)
1819:1843 (<1%)
 view
25 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 22832:22856 (<1%)
24605:24629 (<1%)
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25 x 2 Utilities/ReferenceImplementations
Utilities/ReferenceImplementations
bidirectional_gru.py
bidirectional_lstm.py
 10:38 (14%)
9:37 (23%)
 view
25 x 2 Sources/TensorFlow/Bindings
Sources/TensorFlow/Bindings
RawOpsDispatching.swift
RawOpsGenerated.swift
 3142:3166 (<1%)
3618:3642 (<1%)
 view
Duplicated Units
The list of top 20 duplicated units.
See data for all 20 unit duplicates...
Size#FoldersFilesLinesCode
15 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
XLATensor.swift
XLATensor.swift
 157:172 
157:172 
 view
15 x 2 Sources/CX10
Sources/CX10
xla_tensor_ops_wrapper.cc
xla_tensor_wrapper.cc
 591:606 
40:55 
 view
13 x 6 Utilities/ReferenceImplementations
Utilities/ReferenceImplementations
Utilities/ReferenceImplementations
Utilities/ReferenceImplementations
Utilities/ReferenceImplementations
Utilities/ReferenceImplementations
gru.py
bidirectional_gru.py
rnn.py
bidirectional_lstm.py
bidirectional_rnn.py
lstm.py
 0:0 
0:0 
0:0 
0:0 
0:0 
0:0 
 view
12 x 2 Sources/TensorFlow/X10/APIs
Sources/x10/swift_bindings/apis
DeviceScope.swift
DeviceScope.swift
 49:61 
49:61 
 view
12 x 2 Sources/CX10
Sources/CX10
xla_tensor_ops_wrapper.cc
xla_tensor_wrapper.cc
 608:620 
57:69 
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11 x 2 Sources/TensorFlow/X10/APIs
Sources/x10/swift_bindings/apis
CrossReplicaSum.swift
CrossReplicaSum.swift
 45:56 
45:56 
 view
11 x 2 Sources/x10/xla_tensor/ops
Sources/CX10
xla_pad.cpp
xla_tensor_ops_wrapper.cc
 39:50 
63:74 
 view
9 x 2 Sources/x10/xla_client
Sources/x10/xla_client
xrt_computation_client.cc
xrt_computation_client.cc
 266:275 
310:319 
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8 x 2 Sources/x10/xla_client
Sources/x10/xla_client
util.h
util.h
 176:184 
187:195 
 view
7 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
XLATensor.swift
XLATensor.swift
 202:209 
202:209 
 view
7 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
XLATensor.swift
XLATensor.swift
 213:220 
213:220 
 view
7 x 2 Sources/CX10Modules/include
Sources/CX10
xla_tensor_wrapper.h
xla_tensor_wrapper.h
 172:179 
172:179 
 view
7 x 2 Sources/CX10
Sources/CX10
functional_while.cc
xla_tensor_ops_wrapper.cc
 287:294 
116:123 
 view
7 x 2 Sources/CX10
Sources/CX10
xla_tensor_ops_wrapper_generated.cc.inc
xla_tensor_ops_wrapper_generated.cc.inc
 619:626 
653:660 
 view
6 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
XLATensor.swift
XLATensor.swift
 28:34 
28:34 
 view
6 x 2 Sources/TensorFlow/X10
Sources/x10/swift_bindings
XLATensor.swift
XLATensor.swift
 70:76 
70:76 
 view
6 x 2 Sources/CX10
Sources/CX10
xla_tensor_ops_wrapper_generated.cc.inc
xla_tensor_ops_wrapper_generated.cc.inc
 149:155 
188:194 
 view
6 x 2 Sources/CX10
Sources/CX10
xla_tensor_ops_wrapper_generated.cc.inc
xla_tensor_ops_wrapper_generated.cc.inc
 227:233 
266:272 
 view
6 x 2 Sources/CX10
Sources/CX10
xla_tensor_ops_wrapper_generated.cc.inc
xla_tensor_ops_wrapper_generated.cc.inc
 1558:1564 
227:233 
 view
6 x 2 Sources/CX10
Sources/CX10
xla_tensor_ops_wrapper_generated.cc.inc
xla_tensor_ops_wrapper_generated.cc.inc
 1632:1638 
2008:2014 
 view