awslabs / deeplearning-benchmark
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 125 files with 11,928 lines of code.
    • 0 very long files (0 lines of code)
    • 2 long files (1,589 lines of code)
    • 8 medium size files (2,294 lines of codeclsfd_ftr_w_mp_ins)
    • 37 small files (5,120 lines of code)
    • 78 very small files (2,925 lines of code)
0% | 13% | 19% | 42% | 24%
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
py0% | 14% | 21% | 39% | 24%
scala0% | 0% | 0% | 70% | 29%
java0% | 0% | 0% | 81% | 18%
yaml0% | 0% | 0% | 100% | 0%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
tensorflow_benchmark0% | 47% | 26% | 12% | 13%
tensorflow0% | 0% | 33% | 42% | 23%
image_classification0% | 0% | 10% | 65% | 24%
djl0% | 0% | 100% | 0% | 0%
scala-mxnet0% | 0% | 0% | 79% | 20%
word_language_model0% | 0% | 0% | 70% | 29%
reporting0% | 0% | 0% | 60% | 39%
dawnbench0% | 0% | 0% | 99% | <1%
ssd0% | 0% | 0% | 100% | 0%
utils0% | 0% | 0% | 41% | 58%
end_to_end_model_benchmark0% | 0% | 0% | 35% | 64%
benchmark0% | 0% | 0% | 49% | 50%
ROOT0% | 0% | 0% | 0% | 100%
onnx_benchmark0% | 0% | 0% | 0% | 100%
dependency_update0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
benchmark_cnn.py
in tensorflow_benchmark/tf_cnn_benchmarks
 946 24
variable_mgr.py
in tensorflow_benchmark/tf_cnn_benchmarks
 643 88
preprocessing.py
in tensorflow_benchmark/tf_cnn_benchmarks
 500 20
convnet_builder.py
in tensorflow_benchmark/tf_cnn_benchmarks
 379 17
build_imagenet_data.py
in tensorflow/inception/inception/data
 294 20
inception_model.py
in tensorflow/inception/inception/slim
 246 2
fit.py
in image_classification/common
 237 5
ops.py
in tensorflow/inception/inception/slim
 223 10
trainCiFar10.py
in djl
 209 6
resnet_model.py
in tensorflow/resnet
 206 13
infer_imagenet_gpu.py
in image_classification
 194 5
inception_distributed_train.py
in tensorflow/inception/inception
 187 1
benchmarks.yaml
in reporting/config
 186 -
alexnet.py
in tensorflow/alexnet
 182 4
build_image_data.py
in tensorflow/inception/inception/data
 180 13
resnet_model.py
in tensorflow_benchmark/tf_cnn_benchmarks/models
 178 10
infer_imagenet.py
in image_classification
 177 4
inception_train.py
in tensorflow/inception/inception
 163 3
word_language_model.py
in word_language_model
 159 5
word_language_model_train.py
in word_language_model
 158 5
Utils.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 153 13
image_classification.py
in image_classification
 151 2
resnet_main.py
in tensorflow/resnet
 151 4
inception-v3.py
in image_classification/symbols
 149 7
data.py
in image_classification/common
 145 11
image_processing.py
in tensorflow/inception/inception
 145 9
inception_model.py
in tensorflow_benchmark/tf_cnn_benchmarks/models
 137 9
cifar10.py
in dawnbench
 133 8
resnext.py
in image_classification/symbols
 131 3
resnet.py
in image_classification/symbols
 130 3
resnet-v1.py
in image_classification/symbols
 128 3
ssd_inference.py
in ssd
 125 8
process_bounding_boxes.py
in tensorflow/inception/inception/data
 121 4
Lstm.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 120 3
inception-v4.py
in image_classification/symbols
 117 8
inception-resnet-v2.py
in image_classification/symbols
 116 6
ImageClassification.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 116 6
benchmarks.py
in reporting/utils
 115 7
datasets.py
in tensorflow_benchmark/tf_cnn_benchmarks
 115 21
metrics_manager.py
in utils
 114 7
SSDObjectDetection.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 112 6
lstm_bucketing_infer.py
in word_language_model
 111 3
EndToEndModelWoPreprocessing.java
in end_to_end_model_benchmark/java-bm/src/main/java/mxnet
 106 4
SSDObjectDetection.java
in scala-mxnet/java-bm/src/main/java/mxnet
 106 4
generate_runner.py
in benchmark/tensorflow
 105 8
data.py
in image_classification
 102 8
resnet_dist.py
in tensorflow/resnet
 102 2
inception_eval.py
in tensorflow/inception/inception
 98 2
report_generation.py
in reporting/utils
 97 2
EndToEndModelWoPreprocessing.scala
in end_to_end_model_benchmark/scala-bm/src/main/scala/mxnet
 96 4
Files With Most Units (Top 20)
File# lines# units
variable_mgr.py
in tensorflow_benchmark/tf_cnn_benchmarks
 643 88
benchmark_cnn.py
in tensorflow_benchmark/tf_cnn_benchmarks
 946 24
datasets.py
in tensorflow_benchmark/tf_cnn_benchmarks
 115 21
preprocessing.py
in tensorflow_benchmark/tf_cnn_benchmarks
 500 20
build_imagenet_data.py
in tensorflow/inception/inception/data
 294 20
convnet_builder.py
in tensorflow_benchmark/tf_cnn_benchmarks
 379 17
resnet_model.py
in tensorflow/resnet
 206 13
build_image_data.py
in tensorflow/inception/inception/data
 180 13
Utils.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 153 13
cnn_util.py
in tensorflow_benchmark/tf_cnn_benchmarks
 75 12
data.py
in image_classification/common
 145 11
resnet_model.py
in tensorflow_benchmark/tf_cnn_benchmarks/models
 178 10
model.py
in tensorflow_benchmark/tf_cnn_benchmarks/models
 35 10
ops.py
in tensorflow/inception/inception/slim
 223 10
variables.py
in tensorflow/inception/inception/slim
 84 10
cpu_gpu_profiler.py
in utils
 95 9
inception_model.py
in tensorflow_benchmark/tf_cnn_benchmarks/models
 137 9
image_processing.py
in tensorflow/inception/inception
 145 9
generate_runner.py
in benchmark/tensorflow
 105 8
data.py
in image_classification
 102 8
Files With Long Lines (Top 20)

There are 27 files with lines longer than 120 characters. In total, there are 126 long lines.

File# lines# units# long lines
inception-v3.py
in image_classification/symbols
 149 7 24
mobilenet.py
in image_classification/symbols
 95 4 19
benchmarks.yaml
in reporting/config
 186 - 17
resnext.py
in image_classification/symbols
 131 3 10
inception-bn.py
in image_classification/symbols
 78 6 9
data_manager.py
in utils
 26 1 5
cifar10.py
in dawnbench
 133 8 4
SSDObjectDetection.java
in scala-mxnet/java-bm/src/main/java/mxnet
 106 4 4
SSDObjectDetection.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 112 6 4
resnet.py
in image_classification/symbols
 130 3 3
resnet-v1.py
in image_classification/symbols
 128 3 3
benchmark_runner.py
in root
 53 1 2
generate_runner.py
in benchmark/tensorflow
 105 8 2
lstm_bucketing_infer.py
in word_language_model
 111 3 2
modelzoo.py
in image_classification/common
 44 1 2
googlenet.py
in image_classification/symbols
 38 3 2
vgg.py
in image_classification/symbols
 38 3 2
ImageClassification.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 116 6 2
CharRnnExample.scala
in scala-mxnet/scala-bm/src/main/scala/mxnet
 65 3 2
EndToEndModelWoPreprocessing.java
in end_to_end_model_benchmark/java-bm/src/main/java/mxnet
 106 4 1