tensorflow / tflite-micro
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 462 files with 65,971 lines of code.
    • 2 very long files (18,736 lines of code)
    • 12 long files (8,530 lines of code)
    • 46 medium size files (13,139 lines of codeclsfd_ftr_w_mp_ins)
    • 82 small files (11,596 lines of code)
    • 320 very small files (13,970 lines of code)
28% | 12% | 19% | 17% | 21%
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
h51% | 9% | 14% | 8% | 16%
cc6% | 19% | 28% | 24% | 20%
py0% | 0% | 17% | 42% | 39%
c0% | 0% | 18% | 21% | 59%
ld0% | 0% | 0% | 100% | 0%
inc0% | 0% | 0% | 22% | 77%
mako0% | 0% | 0% | 0% | 100%
lds0% | 0% | 0% | 0% | 100%
bzl0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
tensorflow/lite/schema99% | 0% | 0% | 0% | <1%
tensorflow/lite/core81% | 0% | 11% | 0% | 7%
tensorflow/lite/micro0% | 18% | 24% | 27% | 29%
tensorflow/lite/kernels0% | 21% | 34% | 21% | 23%
tensorflow/lite/c0% | 0% | 94% | 0% | 5%
tensorflow/lite/tools0% | 0% | 69% | 0% | 30%
tensorflow/lite/experimental0% | 0% | 0% | 16% | 83%
tensorflow0% | 0% | 0% | 0% | 100%
tensorflow/lite0% | 0% | 0% | 0% | 100%
ci0% | 0% | 0% | 0% | 100%
tensorflow/lite/python0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
schema_generated.h
in tensorflow/lite/schema
 16980 1342
flatbuffer_conversions.cc
in tensorflow/lite/core/api
 1756 99
types.h
in tensorflow/lite/micro/kernels/ceva
 945 53
unidirectional_sequence_lstm.cc
in tensorflow/lite/micro/kernels/xtensa
 909 8
common.h
in tensorflow/lite/kernels/internal
 847 53
lstm_eval.cc
in tensorflow/lite/micro/kernels/xtensa
 837 9
types.h
in tensorflow/lite/kernels/internal
 762 43
micro_allocator.cc
in tensorflow/lite/micro
 726 24
portable_tensor_utils.cc
in tensorflow/lite/kernels/internal/reference
 704 34
detection_postprocess.cc
in tensorflow/lite/micro/kernels
 605 19
comparisons.cc
in tensorflow/lite/micro/kernels
 592 13
conv.cc
in tensorflow/lite/micro/kernels/arc_mli
 575 10
depthwise_conv.cc
in tensorflow/lite/micro/kernels/arc_mli
 527 8
ceva_tflm_lib.h
in tensorflow/lite/micro/kernels/ceva
 501 -
micro_mutable_op_resolver.h
in tensorflow/lite/micro
 484 94
kernel_util.cc
in tensorflow/lite/kernels
 467 21
reduce.h
in tensorflow/lite/kernels/internal/reference
 405 12
fully_connected.cc
in tensorflow/lite/micro/kernels/arc_mli
 383 8
svdf_common.cc
in tensorflow/lite/micro/kernels
 376 6
common.h
in tensorflow/lite/c
 372 -
depthwise_conv.cc
in tensorflow/lite/micro/kernels/vexriscv
 362 7
lstm_eval_hifi.cc
in tensorflow/lite/micro/kernels/xtensa
 359 3
svdf.cc
in tensorflow/lite/micro/kernels/cmsis_nn
 358 6
add.cc
in tensorflow/lite/micro/kernels/arc_mli
 351 7
greedy_memory_planner.cc
in tensorflow/lite/micro/memory_planner
 344 12
builtin_op_data.h
in tensorflow/lite/c
 343 -
sub.h
in tensorflow/lite/kernels/internal/reference
 343 17
pooling.cc
in tensorflow/lite/micro/kernels/arc_mli
 340 12
transpose_conv.cc
in tensorflow/lite/micro/kernels/xtensa
 309 5
scratch_buf_mgr.cc
in tensorflow/lite/micro/kernels/arc_mli
 302 8
reduce.cc
in tensorflow/lite/micro/kernels
 294 8
add.h
in tensorflow/lite/kernels/internal/reference
 294 7
quantization_util.cc
in tensorflow/lite/kernels/internal
 287 14
pooling.cc
in tensorflow/lite/micro/kernels/xtensa
 271 8
conv_hifi.cc
in tensorflow/lite/micro/kernels/xtensa
 269 3
pooling.h
in tensorflow/lite/kernels/internal/reference
 269 5
transpose_conv.cc
in tensorflow/lite/micro/kernels
 268 5
micro_interpreter.cc
in tensorflow/lite/micro
 262 6
flatbuffer_conversions.h
in tensorflow/lite/core/api
 255 1
if.cc
in tensorflow/lite/micro/kernels
 245 11
depthwiseconv_uint8.h
in tensorflow/lite/kernels/internal/reference
 245 8
comparisons.h
in tensorflow/lite/kernels/internal/reference
 244 14
visualize.py
in tensorflow/lite/tools
 243 15
conv.cc
in tensorflow/lite/micro/kernels/cmsis_nn
 242 4
depthwise_conv.cc
in tensorflow/lite/micro/kernels/cmsis_nn
 239 4
fully_connected.h
in tensorflow/lite/kernels/internal/reference
 233 4
depthwise_conv.h
in tensorflow/lite/kernels/internal/reference/integer_ops
 232 3
conv.h
in tensorflow/lite/kernels/internal/reference
 230 3
pooling.h
in tensorflow/lite/kernels/internal/reference/integer_ops
 230 4
micro_string.cc
in tensorflow/lite/micro
 229 4
Files With Most Units (Top 20)
File# lines# units
schema_generated.h
in tensorflow/lite/schema
 16980 1342
flatbuffer_conversions.cc
in tensorflow/lite/core/api
 1756 99
micro_mutable_op_resolver.h
in tensorflow/lite/micro
 484 94
types.h
in tensorflow/lite/micro/kernels/ceva
 945 53
common.h
in tensorflow/lite/kernels/internal
 847 53
types.h
in tensorflow/lite/kernels/internal
 762 43
portable_tensor_utils.cc
in tensorflow/lite/kernels/internal/reference
 704 34
micro_allocator.cc
in tensorflow/lite/micro
 726 24
elementwise.cc
in tensorflow/lite/micro/kernels
 168 22
kernel_util.cc
in tensorflow/lite/kernels
 467 21
detection_postprocess.cc
in tensorflow/lite/micro/kernels
 605 19
sub.h
in tensorflow/lite/kernels/internal/reference
 343 17
visualize.py
in tensorflow/lite/tools
 243 15
kernel_util.h
in tensorflow/lite/kernels
 151 14
comparisons.h
in tensorflow/lite/kernels/internal/reference
 244 14
quantization_util.cc
in tensorflow/lite/kernels/internal
 287 14
comparisons.cc
in tensorflow/lite/micro/kernels
 592 13
greedy_memory_planner.cc
in tensorflow/lite/micro/memory_planner
 344 12
mli_tf_utils.h
in tensorflow/lite/micro/kernels/arc_mli
 228 12
pooling.cc
in tensorflow/lite/micro/kernels/arc_mli
 340 12
Files With Long Lines (Top 6)

There are 6 files with lines longer than 120 characters. In total, there are 1001 long lines.

File# lines# units# long lines
schema_generated.h
in tensorflow/lite/schema
 16980 1342 990
third_party_downloads.inc
in tensorflow/lite/micro/tools/make
 30 - 5
workspace.bzl
in tensorflow
 54 - 2
ethos_u.inc
in tensorflow/lite/micro/tools/make/ext_libs
 38 - 2
helper_functions.inc
in tensorflow/lite/micro/tools/make
 51 - 1
arc_mli.inc
in tensorflow/lite/micro/tools/make/ext_libs
 79 - 1