tensorflow / tflite-micro-arduino-examples
File Size

The distribution of size of files (measured in lines of code).

Intro
  • File size measurements show the distribution of size of files.
  • Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
  • It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
Learn more...
File Size Overall
  • There are 298 files with 48,399 lines of code.
    • 2 very long files (18,736 lines of code)
    • 6 long files (4,200 lines of code)
    • 31 medium size files (8,997 lines of codeclsfd_ftr_w_mp_ins)
    • 51 small files (7,021 lines of code)
    • 208 very small files (9,445 lines of code)
38% | 8% | 18% | 14% | 19%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: zoomable circles | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
h56% | 5% | 14% | 8% | 15%
cpp10% | 15% | 23% | 25% | 25%
py0% | 0% | 68% | 21% | 9%
c0% | 0% | 24% | 28% | 46%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
src/tensorflow/lite/schema99% | 0% | 0% | 0% | <1%
src/tensorflow/lite/core/api81% | 0% | 11% | 0% | 7%
src/tensorflow/lite/kernels/internal0% | 22% | 32% | 21% | 23%
src/tensorflow/lite/micro/kernels0% | 10% | 20% | 30% | 37%
src/tensorflow/lite/micro0% | 18% | 27% | 22% | 30%
src/tensorflow/lite/c0% | 0% | 94% | 0% | 5%
src/tensorflow/lite/kernels0% | 0% | 64% | 20% | 14%
scripts0% | 0% | 68% | 21% | 9%
src/tensorflow/lite/micro/memory_planner0% | 0% | 59% | 0% | 40%
src/tensorflow/lite/experimental/microfrontend0% | 0% | 0% | 21% | 78%
src/tensorflow/lite0% | 0% | 0% | 0% | 100%
src0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
schema_generated.h
in src/tensorflow/lite/schema
 16980 1342
flatbuffer_conversions.cpp
in src/tensorflow/lite/core/api
 1756 99
common.h
in src/tensorflow/lite/kernels/internal
 847 53
types.h
in src/tensorflow/lite/kernels/internal
 762 43
portable_tensor_utils.cpp
in src/tensorflow/lite/kernels/internal/reference
 704 34
micro_allocator.cpp
in src/tensorflow/lite/micro
 703 22
detection_postprocess.cpp
in src/tensorflow/lite/micro/kernels
 597 19
comparisons.cpp
in src/tensorflow/lite/micro/kernels
 587 13
micro_mutable_op_resolver.h
in src/tensorflow/lite/micro
 480 93
kernel_util.cpp
in src/tensorflow/lite/kernels
 467 21
reduce.h
in src/tensorflow/lite/kernels/internal/reference
 405 12
common.h
in src/tensorflow/lite/c
 372 -
svdf_common.cpp
in src/tensorflow/lite/micro/kernels
 367 6
create_tflm_arduino.py
in scripts
 358 21
svdf.cpp
in src/tensorflow/lite/micro/kernels/cmsis_nn
 349 6
greedy_memory_planner.cpp
in src/tensorflow/lite/micro/memory_planner
 344 12
builtin_op_data.h
in src/tensorflow/lite/c
 343 -
sub.h
in src/tensorflow/lite/kernels/internal/reference
 340 17
micro_interpreter.cpp
in src/tensorflow/lite/micro
 333 9
add.h
in src/tensorflow/lite/kernels/internal/reference
 294 7
quantization_util.cpp
in src/tensorflow/lite/kernels/internal
 287 14
reduce.cpp
in src/tensorflow/lite/micro/kernels
 283 8
pooling.h
in src/tensorflow/lite/kernels/internal/reference
 269 5
flatbuffer_conversions.h
in src/tensorflow/lite/core/api
 255 1
transpose_conv.cpp
in src/tensorflow/lite/micro/kernels
 253 5
depthwiseconv_uint8.h
in src/tensorflow/lite/kernels/internal/reference
 245 8
comparisons.h
in src/tensorflow/lite/kernels/internal/reference
 244 14
conv.cpp
in src/tensorflow/lite/micro/kernels/cmsis_nn
 235 4
depthwise_conv.cpp
in src/tensorflow/lite/micro/kernels/cmsis_nn
 234 4
fully_connected.h
in src/tensorflow/lite/kernels/internal/reference
 233 4
depthwise_conv.h
in src/tensorflow/lite/kernels/internal/reference/integer_ops
 232 3
conv.h
in src/tensorflow/lite/kernels/internal/reference
 230 3
pooling.h
in src/tensorflow/lite/kernels/internal/reference/integer_ops
 230 4
micro_string.cpp
in src/tensorflow/lite/micro
 229 4
batch_matmul.h
in src/tensorflow/lite/kernels/internal/reference
 228 5
common.c
in src/tensorflow/lite/c
 225 12
add.cpp
in src/tensorflow/lite/micro/kernels/cmsis_nn
 221 6
fully_connected.cpp
in src/tensorflow/lite/micro/kernels/cmsis_nn
 210 6
pooling.cpp
in src/tensorflow/lite/micro/kernels/cmsis_nn
 202 8
recording_micro_allocator.cpp
in src/tensorflow/lite/micro
 196 10
resize_bilinear.h
in src/tensorflow/lite/kernels/internal/reference
 194 4
log_softmax.h
in src/tensorflow/lite/kernels/internal/reference
 191 4
micro_graph.cpp
in src/tensorflow/lite/micro
 190 9
concatenation.cpp
in src/tensorflow/lite/micro/kernels
 188 8
pad.cpp
in src/tensorflow/lite/micro/kernels
 183 4
gather.cpp
in src/tensorflow/lite/micro/kernels
 179 4
transpose_conv.h
in src/tensorflow/lite/kernels/internal/reference/integer_ops
 179 2
transpose_conv.h
in src/tensorflow/lite/kernels/internal/reference
 173 2
quantize_common.cpp
in src/tensorflow/lite/micro/kernels
 172 2
elementwise.cpp
in src/tensorflow/lite/micro/kernels
 165 22
Files With Most Units (Top 20)
File# lines# units
schema_generated.h
in src/tensorflow/lite/schema
 16980 1342
flatbuffer_conversions.cpp
in src/tensorflow/lite/core/api
 1756 99
micro_mutable_op_resolver.h
in src/tensorflow/lite/micro
 480 93
common.h
in src/tensorflow/lite/kernels/internal
 847 53
types.h
in src/tensorflow/lite/kernels/internal
 762 43
portable_tensor_utils.cpp
in src/tensorflow/lite/kernels/internal/reference
 704 34
micro_allocator.cpp
in src/tensorflow/lite/micro
 703 22
elementwise.cpp
in src/tensorflow/lite/micro/kernels
 165 22
create_tflm_arduino.py
in scripts
 358 21
kernel_util.cpp
in src/tensorflow/lite/kernels
 467 21
detection_postprocess.cpp
in src/tensorflow/lite/micro/kernels
 597 19
sub.h
in src/tensorflow/lite/kernels/internal/reference
 340 17
kernel_util.h
in src/tensorflow/lite/kernels
 151 14
comparisons.h
in src/tensorflow/lite/kernels/internal/reference
 244 14
quantization_util.cpp
in src/tensorflow/lite/kernels/internal
 287 14
comparisons.cpp
in src/tensorflow/lite/micro/kernels
 587 13
greedy_memory_planner.cpp
in src/tensorflow/lite/micro/memory_planner
 344 12
common.c
in src/tensorflow/lite/c
 225 12
reduce.h
in src/tensorflow/lite/kernels/internal/reference
 405 12
transform_source.py
in scripts
 111 10
Files With Long Lines (Top 1)

There is only one file with lines longer than 120 characters. In total, there are 990 long lines.

File# lines# units# long lines
schema_generated.h
in src/tensorflow/lite/schema
 16980 1342 990