tensorflow / model-optimization
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 136 files with 9,344 lines of code.
    • 0 very long files (0 lines of code)
    • 0 long files (0 lines of code)
    • 15 medium size files (4,332 lines of codeclsfd_ftr_w_mp_ins)
    • 15 small files (2,241 lines of code)
    • 106 very small files (2,771 lines of code)
0% | 0% | 46% | 23% | 29%
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% | 0% | 47% | 24% | 28%
yaml0% | 0% | 0% | 0% | 100%
bzl0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
tensorflow_model_optimization/python/core/quantization0% | 0% | 55% | 24% | 20%
tensorflow_model_optimization/python/core/internal0% | 0% | 71% | 6% | 21%
tensorflow_model_optimization/python/core/clustering0% | 0% | 54% | 25% | 19%
tensorflow_model_optimization/python/core/common0% | 0% | 33% | 0% | 66%
tensorflow_model_optimization/python/core/sparsity0% | 0% | 0% | 71% | 28%
tensorflow_model_optimization/g3doc0% | 0% | 0% | 0% | 100%
tensorflow_model_optimization/python/core/api0% | 0% | 0% | 0% | 100%
tensorflow_model_optimization0% | 0% | 0% | 0% | 100%
tensorflow_model_optimization/python/core/keras0% | 0% | 0% | 0% | 100%
ROOT0% | 0% | 0% | 0% | 100%
tensorflow_model_optimization/g3doc/tools0% | 0% | 0% | 0% | 100%
tensorflow_model_optimization/python/core0% | 0% | 0% | 0% | 100%
ci/kokoro/gcp_ubuntu0% | 0% | 0% | 0% | 100%
tensorflow_model_optimization/python0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
default_n_bit_transforms.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
461 56
default_8bit_transforms.py
in tensorflow_model_optimization/python/core/quantization/keras/default_8bit
422 48
default_n_bit_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
361 36
model_transformer.py
in tensorflow_model_optimization/python/core/quantization/keras/graph_transformations
331 32
tf_utils.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/utils
312 18
default_8bit_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/default_8bit
308 35
cluster_wrapper.py
in tensorflow_model_optimization/python/core/clustering/keras
296 27
stages_impl.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages
274 40
core_encoder.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/core
251 25
gather_encoder.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/core
235 11
encoding_stage.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/core
234 38
cluster_preserve_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve
225 17
optimize.py
in tensorflow_model_optimization/python/core/common/keras/compression/internal
210 15
quantization.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
208 26
clustering_centroids.py
in tensorflow_model_optimization/python/core/clustering/keras
204 19
quantize.py
in tensorflow_model_optimization/python/core/quantization/keras
194 5
pruning_wrapper.py
in tensorflow_model_optimization/python/core/sparsity/keras
192 15
quant_ops.py
in tensorflow_model_optimization/python/core/quantization/keras
184 5
pruning_utils.py
in tensorflow_model_optimization/python/core/sparsity/keras
164 8
prune_registry.py
in tensorflow_model_optimization/python/core/sparsity/keras
164 6
pruning_impl.py
in tensorflow_model_optimization/python/core/sparsity/keras
156 9
quantizers.py
in tensorflow_model_optimization/python/core/quantization/keras
150 24
kashin.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
147 15
pruning_policy.py
in tensorflow_model_optimization/python/core/sparsity/keras
146 10
quantize_wrapper.py
in tensorflow_model_optimization/python/core/quantization/keras
137 17
conv_batchnorm_test_utils.py
in tensorflow_model_optimization/python/core/quantization/keras/layers
128 7
prune_preserve_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve
128 17
clustering_registry.py
in tensorflow_model_optimization/python/core/clustering/keras
124 5
pruning_schedule.py
in tensorflow_model_optimization/python/core/sparsity/keras
115 12
clustering_algorithm.py
in tensorflow_model_optimization/python/core/clustering/keras
112 7
_index.yaml
in tensorflow_model_optimization/g3doc
100 -
cluster.py
in tensorflow_model_optimization/python/core/clustering/keras
97 4
misc.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
94 15
periodical_update_and_scheduling.py
in tensorflow_model_optimization/python/core/common/keras/compression/algorithms
91 8
simple_encoder.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/core
88 5
quantize_aware_activation.py
in tensorflow_model_optimization/python/core/quantization/keras
86 15
prune.py
in tensorflow_model_optimization/python/core/sparsity/keras
83 3
evaluate_pruning.py
in tensorflow_model_optimization/python/core/sparsity/keras/tools
80 7
clipping.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
79 16
py_utils.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/utils
78 9
transforms.py
in tensorflow_model_optimization/python/core/quantization/keras/graph_transformations
78 10
weight_clustering.py
in tensorflow_model_optimization/python/core/common/keras/compression/algorithms
77 8
pruning_callbacks.py
in tensorflow_model_optimization/python/core/sparsity/keras
74 6
quantize_annotate.py
in tensorflow_model_optimization/python/core/quantization/keras
68 13
default_n_bit_quantize_layout_transform.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
67 2
_book.yaml
in tensorflow_model_optimization/g3doc
65 -
setup.py
in root
62 1
cluster_utils.py
in tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve
59 2
algorithm.py
in tensorflow_model_optimization/python/core/common/keras/compression
56 11
different_training_and_inference.py
in tensorflow_model_optimization/python/core/common/keras/compression/algorithms
55 7
Files With Most Units (Top 20)
File# lines# units
default_n_bit_transforms.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
461 56
default_8bit_transforms.py
in tensorflow_model_optimization/python/core/quantization/keras/default_8bit
422 48
stages_impl.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages
274 40
encoding_stage.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/core
234 38
default_n_bit_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
361 36
default_8bit_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/default_8bit
308 35
model_transformer.py
in tensorflow_model_optimization/python/core/quantization/keras/graph_transformations
331 32
cluster_wrapper.py
in tensorflow_model_optimization/python/core/clustering/keras
296 27
quantization.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
208 26
core_encoder.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/core
251 25
quantizers.py
in tensorflow_model_optimization/python/core/quantization/keras
150 24
clustering_centroids.py
in tensorflow_model_optimization/python/core/clustering/keras
204 19
tf_utils.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/utils
312 18
cluster_preserve_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve
225 17
prune_preserve_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve
128 17
quantize_wrapper.py
in tensorflow_model_optimization/python/core/quantization/keras
137 17
clipping.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
79 16
pruning_wrapper.py
in tensorflow_model_optimization/python/core/sparsity/keras
192 15
kashin.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
147 15
misc.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
94 15
Files With Long Lines (Top 20)

There are 22 files with lines longer than 120 characters. In total, there are 85 long lines.

File# lines# units# long lines
__init__.py
in tensorflow_model_optimization/python/core/api/quantization/keras/experimental/default_n_bit/default_n_bit_transforms
16 - 16
__init__.py
in tensorflow_model_optimization/python/core/api/quantization/keras/default_8bit/default_8bit_transforms
16 - 16
__init__.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/testing
17 - 9
__init__.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research
11 - 8
__init__.py
in tensorflow_model_optimization/python/core/api/quantization/keras/experimental/default_n_bit
4 - 4
__init__.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/encoders
8 - 4
__init__.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/core
12 - 4
__init__.py
in tensorflow_model_optimization/python/core/api/experimental/combine
6 - 3
__init__.py
in tensorflow_model_optimization/python/core/api/quantization/keras/default_8bit
4 - 3
_index.yaml
in tensorflow_model_optimization/g3doc
100 - 2
__init__.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/stages
9 - 2
default_n_bit_quantize_scheme.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
19 3 2
default_n_bit_transforms.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
461 56 2
default_n_bit_quantize_registry.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
361 36 2
__init__.py
in tensorflow_model_optimization/python/core/api/quantization/keras/graph_transformations/model_transformer
1 - 1
__init__.py
in tensorflow_model_optimization/python/core/api/quantization/keras
16 - 1
__init__.py
in tensorflow_model_optimization/python/core/api/quantization/keras/collaborative_optimizations
2 - 1
__init__.py
in tensorflow_model_optimization/python/core/internal/tensor_encoding/utils
15 - 1
model_transformer.py
in tensorflow_model_optimization/python/core/quantization/keras/graph_transformations
331 32 1
default_n_bit_quantize_layout_transform.py
in tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit
67 2 1