pytorch / vision
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 415 files with 51,444 lines of code.
    • 2 very long files (2,736 lines of code)
    • 10 long files (6,641 lines of code)
    • 67 medium size files (18,779 lines of codeclsfd_ftr_w_mp_ins)
    • 93 small files (13,252 lines of code)
    • 243 very small files (10,036 lines of code)
5% | 12% | 36% | 25% | 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
py4% | 9% | 38% | 28% | 19%
cu37% | 17% | 39% | 4% | 0%
cpp0% | 27% | 31% | 24% | 15%
h0% | 0% | 20% | 14% | 65%
bash0% | 0% | 100% | 0% | 0%
cmake0% | 0% | 0% | 100% | 0%
yaml0% | 0% | 0% | 0% | 100%
mm0% | 0% | 0% | 0% | 100%
ps10% | 0% | 0% | 0% | 100%
m0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 100%
toml0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
torchvision/prototype14% | 5% | 19% | 36% | 23%
torchvision/csrc7% | 21% | 31% | 19% | 19%
torchvision/transforms0% | 73% | 21% | 0% | 4%
torchvision/models0% | 6% | 60% | 24% | 8%
torchvision/datasets0% | 0% | 21% | 44% | 33%
references/classification0% | 0% | 82% | 0% | 17%
references/detection0% | 0% | 51% | 38% | 10%
torchvision/io0% | 0% | 75% | 14% | 10%
references/segmentation0% | 0% | 72% | 0% | 27%
references/optical_flow0% | 0% | 68% | 23% | 7%
ROOT0% | 0% | 81% | 0% | 18%
references/video_classification0% | 0% | 56% | 35% | 7%
packaging0% | 0% | 100% | 0% | 0%
packaging/wheel0% | 0% | 100% | 0% | 0%
torchvision0% | 0% | 62% | 0% | 37%
torchvision/ops0% | 0% | 17% | 43% | 38%
gallery0% | 0% | 0% | 58% | 41%
cmake0% | 0% | 0% | 92% | 7%
scripts/release_notes0% | 0% | 0% | 73% | 26%
references/similarity0% | 0% | 0% | 44% | 55%
ios/VisionTestApp0% | 0% | 0% | 0% | 100%
packaging/torchvision0% | 0% | 0% | 0% | 100%
packaging/windows0% | 0% | 0% | 0% | 100%
packaging/vs20190% | 0% | 0% | 0% | 100%
packaging/vs20170% | 0% | 0% | 0% | 100%
scripts0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
_meta.py
in torchvision/prototype/models
 1540 -
cu
deform_conv2d_kernel.cu
in torchvision/csrc/ops/cuda
 1196 -
deform_conv2d_kernel.cpp
in torchvision/csrc/ops/cpu
 979 12
transforms.py
in torchvision/transforms
 904 116
interpolate_aa_kernels.cpp
in torchvision/csrc/ops/cpu
 693 23
functional_tensor.py
in torchvision/transforms
 649 48
functional.py
in torchvision/transforms
 593 40
video_reader.cpp
in torchvision/csrc/io/video_reader
 585 12
roi_heads.py
in torchvision/models/detection
 581 28
decoder.cpp
in torchvision/csrc/io/decoder
 557 22
cu
interpolate_aa_kernels.cu
in torchvision/csrc/ops/cuda
 554 -
benchmark.py
in torchvision/prototype/datasets
 546 37
regnet.py
in torchvision/prototype/models
 489 16
train.py
in references/classification
 438 6
setup.py
in root
 430 6
raft.py
in torchvision/models/optical_flow
 402 30
ssd.py
in torchvision/models/detection
 401 17
fcos.py
in torchvision/models/detection
 401 13
cu
roi_align_kernel.cu
in torchvision/csrc/ops/cuda
 393 -
cu
ps_roi_align_kernel.cu
in torchvision/csrc/ops/cuda
 386 -
regnet.py
in torchvision/models
 364 28
ps_roi_align_kernel.cpp
in torchvision/csrc/ops/cpu
 350 7
_video_opt.py
in torchvision/io
 343 15
util.cpp
in torchvision/csrc/io/decoder
 342 15
mnist.py
in torchvision/datasets
 337 37
autoaugment.py
in torchvision/transforms
 337 15
retinanet.py
in torchvision/models/detection
 334 16
mnist.py
in torchvision/prototype/datasets/_builtin
 334 21
decoder.cpp
in torchvision/csrc/io/decoder/gpu
 330 12
resnet.py
in torchvision/prototype/models
 325 10
train.py
in references/video_classification
 321 6
inception.py
in torchvision/models
 321 25
roi_align_kernel.cpp
in torchvision/csrc/ops/cpu
 318 6
pkg_helpers.bash
in packaging
 305 -
functional_pil.py
in torchvision/transforms
 295 24
vision_transformer.py
in torchvision/models
 288 16
inception.cpp
in torchvision/csrc/models
 285 8
utils.py
in torchvision/datasets
 285 22
relocate.py
in packaging/wheel
 279 12
video.cpp
in torchvision/csrc/io/video
 277 11
utils.py
in references/classification
 276 30
resnet.py
in torchvision/models
 271 20
efficientnet.py
in torchvision/models
 268 18
video.py
in torchvision/io
 267 9
train.py
in references/optical_flow
 266 6
video_utils.py
in torchvision/datasets
 260 21
efficientnet.py
in torchvision/prototype/models
 250 9
train.py
in references/segmentation
 248 7
resnet.py
in torchvision/models/video
 248 20
cu
ps_roi_pool_kernel.cu
in torchvision/csrc/ops/cuda
 247 -
Files With Most Units (Top 20)
File# lines# units
transforms.py
in torchvision/transforms
 904 116
functional_tensor.py
in torchvision/transforms
 649 48
functional.py
in torchvision/transforms
 593 40
mnist.py
in torchvision/datasets
 337 37
benchmark.py
in torchvision/prototype/datasets
 546 37
utils.py
in references/segmentation
 233 32
_internal.py
in torchvision/prototype/datasets/utils
 234 32
utils.py
in references/classification
 276 30
raft.py
in torchvision/models/optical_flow
 402 30
regnet.py
in torchvision/models
 364 28
roi_heads.py
in torchvision/models/detection
 581 28
utils.py
in references/detection
 210 27
utils.py
in references/video_classification
 198 25
utils.py
in references/optical_flow
 203 25
inception.py
in torchvision/models
 321 25
_optical_flow.py
in torchvision/datasets
 218 24
functional_pil.py
in torchvision/transforms
 295 24
interpolate_aa_kernels.cpp
in torchvision/csrc/ops/cpu
 693 23
decoder.cpp
in torchvision/csrc/io/decoder
 557 22
utils.py
in torchvision/datasets
 285 22
Files With Long Lines (Top 20)

There are 26 files with lines longer than 120 characters. In total, there are 37 long lines.

File# lines# units# long lines
cmake
iOS.cmake
in cmake
 175 - 2
train.py
in references/optical_flow
 266 6 2
ps_roi_pool.cpp
in torchvision/csrc/ops
 55 2 2
interpolate_aa.cpp
in torchvision/csrc/ops
 66 4 2
deform_conv2d.cpp
in torchvision/csrc/ops
 89 1 2
ps_roi_align.cpp
in torchvision/csrc/ops
 59 2 2
roi_align.cpp
in torchvision/csrc/ops
 67 2 2
roi_pool.cpp
in torchvision/csrc/ops
 54 2 2
faster_rcnn.py
in torchvision/models/detection
 234 9 2
faster_rcnn.py
in torchvision/prototype/models/detection
 193 4 2
transforms.py
in torchvision/transforms
 904 116 2
pkg_helpers.bash
in packaging
 305 - 1
cu
deform_conv2d_kernel.cu
in torchvision/csrc/ops/cuda
 1196 - 1
_optical_flow.py
in torchvision/datasets
 218 24 1
fer2013.py
in torchvision/datasets
 50 4 1
deeplabv3.py
in torchvision/models/segmentation
 154 11 1
inception.py
in torchvision/models/quantization
 161 19 1
mobilenetv3.py
in torchvision/models/quantization
 123 12 1
ssdlite.py
in torchvision/models/detection
 194 11 1
keypoint_rcnn.py
in torchvision/models/detection
 161 5 1