tensorflow / tflite-micro
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
  • 22% duplication:
    • 54,536 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
    • 12,419 duplicated lines
  • 2,582 duplicates
system22% (12,419 lines)
Duplication per Extension
cc32% (7,408 lines)
h13% (3,700 lines)
ld93% (894 lines)
inc10% (167 lines)
lds80% (129 lines)
c7% (74 lines)
py2% (36 lines)
mako6% (11 lines)
Duplication per Component (primary)
tensorflow/lite/micro33% (9,296 lines)
tensorflow/lite/kernels31% (2,714 lines)
tensorflow/lite/schema1% (260 lines)
tensorflow/lite/experimental6% (74 lines)
tensorflow/lite/core3% (68 lines)
tensorflow/lite/tools2% (7 lines)
tensorflow0% (0 lines)
tensorflow/lite0% (0 lines)
tensorflow/lite/c0% (0 lines)
tensorflow/lite/python0% (0 lines)
ci0% (0 lines)

Duplication Between Components (50+ lines)

G tensorflow/lite/kernels tensorflow/lite/kernels tensorflow/lite/micro tensorflow/lite/micro tensorflow/lite/kernels--tensorflow/lite/micro 1683

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Show more details on duplication between components...
Longest Duplicates
The list of 20 longest duplicates.
See data for all 2,582 duplicates...
Size#FoldersFilesLinesCode
196 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM.ld
CEVA_BX1_TFLM_18.0.3.ld
 1:234 (100%)
2:235 (100%)
 view
195 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM.ld
CEVA_BX1_TFLM_18.0.5.ld
 3:234 (99%)
4:235 (99%)
 view
195 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM_18.0.3.ld
CEVA_BX1_TFLM_18.0.5.ld
 4:235 (99%)
4:235 (99%)
 view
138 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
transpose_conv.cc
transpose_conv.cc
 136:312 (58%)
135:311 (50%)
 view
118 x 2 tensorflow/lite/kernels/internal
tensorflow/lite/micro/kernels/ceva
types.h
types.h
 453:623 (17%)
757:927 (14%)
 view
90 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM_18.0.3.ld
CEVA_SP500_TFLM.ld
 129:235 (45%)
129:235 (45%)
 view
90 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM.ld
CEVA_SP500_TFLM.ld
 128:234 (45%)
129:235 (45%)
 view
90 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM_18.0.5.ld
CEVA_SP500_TFLM.ld
 129:235 (45%)
129:235 (45%)
 view
89 x 2 tensorflow/lite/kernels/internal
tensorflow/lite/micro/kernels/ceva
types.h
types.h
 269:395 (13%)
625:751 (11%)
 view
72 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
add.cc
add.cc
 31:109 (61%)
31:110 (52%)
 view
71 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
transpose_conv.cc
transpose_conv.cc
 28:133 (29%)
29:132 (26%)
 view
62 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM.ld
CEVA_SP500_TFLM.ld
 55:127 (31%)
53:125 (31%)
 view
62 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM_18.0.5.ld
CEVA_SP500_TFLM.ld
 56:128 (31%)
53:125 (31%)
 view
62 x 2 tensorflow/lite/micro/tools/make/targets/ceva
tensorflow/lite/micro/tools/make/targets/ceva
ld
CEVA_BX1_TFLM_18.0.3.ld
CEVA_SP500_TFLM.ld
 56:128 (31%)
53:125 (31%)
 view
57 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/arc_mli
add.cc
add.cc
 59:120 (48%)
204:266 (19%)
 view
54 x 2 tensorflow/lite/micro/tools/make/targets/bluepill
tensorflow/lite/micro/tools/make/targets/stm32f4
lds
bluepill.lds
stm32f4.lds
 39:104 (64%)
28:93 (71%)
 view
48 x 2 tensorflow/lite/micro/kernels/arc_mli
tensorflow/lite/micro/kernels/xtensa
add.cc
add.cc
 204:255 (16%)
60:110 (34%)
 view
45 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
add.cc
add.cc
 110:169 (38%)
137:197 (32%)
 view
45 x 2 tensorflow/lite/micro/kernels/cmsis_nn
tensorflow/lite/micro/kernels
svdf.cc
svdf_common.cc
 134:203 (14%)
290:359 (14%)
 view
43 x 2 tensorflow/lite/kernels/...l/reference/integer_ops
tensorflow/lite/kernels/...l/reference/integer_ops
pooling.h
pooling.h
 28:75 (22%)
146:193 (22%)
 view
Duplicated Units
The list of top 20 duplicated units.
See data for all 48 unit duplicates...
Size#FoldersFilesLinesCode
68 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
transpose_conv.cc
transpose_conv.cc
 146:235 
145:234 
 view
54 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/cmsis_nn
svdf_common.cc
svdf.cc
 289:360 
133:204 
 view
28 x 2 tensorflow/lite/micro/kernels/xtensa
tensorflow/lite/micro/kernels/xtensa
conv_int16_reference.cc
conv_int8_reference.cc
 37:67 
37:67 
 view
25 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 538:564 
187:213 
 view
22 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
add.cc
add.cc
 33:55 
33:56 
 view
21 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
add.cc
add.cc
 134:159 
162:187 
 view
20 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels
round.cc
ceil.cc
 31:53 
31:52 
 view
19 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels
floor_div.cc
floor_mod.cc
 33:57 
38:62 
 view
19 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 511:530 
160:179 
 view
17 x 2 tensorflow/lite/micro/benchmarks
tensorflow/lite/micro/benchmarks
keyword_benchmark.cc
keyword_benchmark_8bit.cc
 81:102 
81:102 
 view
15 x 2 tensorflow/lite/micro/kernels/xtensa
tensorflow/lite/micro/kernels
leaky_relu.cc
leaky_relu.cc
 31:47 
30:46 
 view
13 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 870:883 
566:579 
 view
12 x 2 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels
svdf_common.cc
svdf_common.cc
 200:212 
214:226 
 view
12 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 805:817 
501:513 
 view
11 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 701:712 
345:356 
 view
11 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 857:868 
553:564 
 view
11 x 2 tensorflow/lite/micro/benchmarks
tensorflow/lite/micro/benchmarks
keyword_benchmark.cc
keyword_benchmark_8bit.cc
 66:77 
66:77 
 view
10 x 4 tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels
tensorflow/lite/micro/kernels/xtensa
tensorflow/lite/micro/kernels/arc_mli
transpose_conv.cc
kernel_util.cc
transpose_conv.cc
conv.cc
 59:69 
85:95 
60:70 
92:102 
 view
10 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 689:699 
333:343 
 view
10 x 2 tensorflow/lite/micro/kernels/ceva
tensorflow/lite/kernels/internal
types.h
types.h
 792:802 
488:498 
 view