awslabs / keras-apache-mxnet
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 106 files with 25,279 lines of code.
    • 6 very long files (10,778 lines of code)
    • 7 long files (5,203 lines of code)
    • 16 medium size files (5,496 lines of codeclsfd_ftr_w_mp_ins)
    • 10 small files (1,503 lines of code)
    • 67 very small files (2,299 lines of code)
42% | 20% | 21% | 5% | 9%
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
py42% | 20% | 21% | 5% | 8%
yml0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
keras/backend98% | 0% | 0% | 0% | 1%
keras/layers44% | 11% | 35% | 5% | 3%
keras/engine0% | 70% | 23% | 3% | 2%
keras0% | 40% | 33% | 7% | 18%
keras/legacy0% | 56% | 43% | 0% | <1%
keras/utils0% | 0% | 61% | 20% | 18%
benchmark/scripts0% | 0% | 24% | 28% | 46%
keras/preprocessing0% | 0% | 0% | 86% | 13%
keras/wrappers0% | 0% | 0% | 99% | <1%
keras/datasets0% | 0% | 0% | 0% | 100%
keras/applications0% | 0% | 0% | 0% | 100%
keras_mxnet_ci0% | 0% | 0% | 0% | 100%
benchmark/sparse0% | 0% | 0% | 0% | 100%
ROOT0% | 0% | 0% | 0% | 100%
benchmark0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
mxnet_backend.py
in keras/backend
 2794 230
cntk_backend.py
in keras/backend
 1894 174
theano_backend.py
in keras/backend
 1731 167
tensorflow_backend.py
in keras/backend
 1642 163
recurrent.py
in keras/layers
 1498 103
convolutional.py
in keras/layers
 1219 63
training.py
in keras/engine
 869 17
network.py
in keras/engine
 842 35
callbacks.py
in keras
 840 63
saving.py
in keras/engine
 709 18
convolutional_recurrent.py
in keras/layers
 689 38
base_layer.py
in keras/engine
 667 48
interfaces.py
in keras/legacy
 587 15
optimizers.py
in keras
 469 37
layers.py
in keras/legacy
 455 25
core.py
in keras/layers
 434 51
wrappers.py
in keras/layers
 428 41
training_generator.py
in keras/engine
 406 3
cudnn_recurrent.py
in keras/layers
 386 19
merge.py
in keras/layers
 361 34
training_utils.py
in keras/engine
 358 14
data_utils.py
in keras/utils
 339 31
pooling.py
in keras/layers
 325 47
generic_utils.py
in keras/utils
 316 19
training_arrays.py
in keras/engine
 292 3
initializers.py
in keras
 236 36
io_utils.py
in keras/utils
 236 19
local.py
in keras/layers
 231 10
benchmark_resnet.py
in benchmark/scripts
 224 2
layer_utils.py
in keras/utils
 185 5
image.py
in keras/preprocessing
 184 6
normalization.py
in keras/layers
 180 5
sequential.py
in keras/engine
 159 10
models.py
in keras
 153 3
advanced_activations.py
in keras/layers
 149 25
lstm_text_generation.py
in benchmark/scripts/models
 136 3
resnet.py
in benchmark/scripts/models
 128 4
scikit_learn.py
in keras/wrappers
 121 12
multi_gpu_utils.py
in keras/utils
 108 3
input_layer.py
in keras/engine
 96 3
embeddings.py
in keras/layers
 96 6
conv_utils.py
in keras/utils
 93 6
__init__.py
in keras/backend
 91 1
vis_utils.py
in keras/utils
 86 3
constraints.py
in keras
 81 15
losses.py
in keras
 80 18
lstm_synthetic.py
in benchmark/scripts/models
 80 3
noise.py
in keras/layers
 77 13
resnet50_benchmark.py
in benchmark/scripts/models
 72 3
activations.py
in keras
 69 14
Files With Most Units (Top 20)
File# lines# units
mxnet_backend.py
in keras/backend
 2794 230
cntk_backend.py
in keras/backend
 1894 174
theano_backend.py
in keras/backend
 1731 167
tensorflow_backend.py
in keras/backend
 1642 163
recurrent.py
in keras/layers
 1498 103
callbacks.py
in keras
 840 63
convolutional.py
in keras/layers
 1219 63
core.py
in keras/layers
 434 51
base_layer.py
in keras/engine
 667 48
pooling.py
in keras/layers
 325 47
wrappers.py
in keras/layers
 428 41
convolutional_recurrent.py
in keras/layers
 689 38
optimizers.py
in keras
 469 37
initializers.py
in keras
 236 36
network.py
in keras/engine
 842 35
merge.py
in keras/layers
 361 34
data_utils.py
in keras/utils
 339 31
layers.py
in keras/legacy
 455 25
advanced_activations.py
in keras/layers
 149 25
io_utils.py
in keras/utils
 236 19
Files With Long Lines (Top 4)

There are 4 files with lines longer than 120 characters. In total, there are 4 long lines.

File# lines# units# long lines
lstm_synthetic.py
in benchmark/scripts/models
 80 3 1
resnet50_benchmark.py
in benchmark/scripts/models
 72 3 1
lstm_text_generation.py
in benchmark/scripts/models
 136 3 1
benchmark_resnet.py
in benchmark/scripts
 224 2 1