awslabs / syne-tune
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 198 files with 19,775 lines of code.
    • 0 very long files (0 lines of code)
    • 4 long files (2,292 lines of code)
    • 21 medium size files (5,954 lines of codeclsfd_ftr_w_mp_ins)
    • 43 small files (6,419 lines of code)
    • 130 very small files (5,110 lines of code)
0% | 11% | 30% | 32% | 25%
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% | 11% | 30% | 32% | 25%
cfg0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
syne_tune/optimizer0% | 13% | 33% | 30% | 22%
syne_tune0% | 36% | 18% | 22% | 22%
benchmarking/cli0% | 0% | 61% | 17% | 20%
benchmarking/nursery0% | 0% | 87% | 0% | 12%
syne_tune/backend0% | 0% | 23% | 41% | 35%
benchmarking/blackbox_repository0% | 0% | 0% | 74% | 25%
benchmarking/training_scripts0% | 0% | 0% | 77% | 22%
syne_tune/remote0% | 0% | 0% | 83% | 16%
benchmarking/benchmark_loop0% | 0% | 0% | 0% | 100%
benchmarking/definitions0% | 0% | 0% | 0% | 100%
benchmarking/utils0% | 0% | 0% | 0% | 100%
ROOT0% | 0% | 0% | 0% | 100%
tst/backend0% | 0% | 0% | 0% | 100%
tst/remote_launcher0% | 0% | 0% | 0% | 100%
benchmarking0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
issm.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve
723 21
hyperband.py
in syne_tune/optimizer/schedulers
546 30
search_space.py
in syne_tune
519 97
gluon.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
504 67
gp_fifo_searcher.py
in syne_tune/optimizer/schedulers/searchers
469 35
gp_searcher_factory.py
in syne_tune/optimizer/schedulers/searchers
468 18
launch_utils.py
in benchmarking/cli
392 3
posterior_state.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve
367 32
hp_ranges_impl.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes
319 45
lstm_wikitext2.py
in benchmarking/nursery/lstm_wikitext2
310 18
simulator_backend.py
in syne_tune/backend/simulator_backend
294 16
freeze_thaw.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve
282 27
launch_hpo.py
in benchmarking/cli
270 -
hyperband.py
in syne_tune/optimizer/schedulers/synchronous
262 12
tuner.py
in syne_tune
254 14
gp_model.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
254 20
meanstd_acqfunc_impl.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
245 23
gpiss_model.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
242 13
sklearn_cost_model.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models/cost
238 16
linear_cost_model.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models/cost
237 17
fifo.py
in syne_tune/optimizer/schedulers
234 20
searcher.py
in syne_tune/optimizer/schedulers/searchers
210 30
exponential_decay.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel
203 18
gluon_blocks_helpers.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
202 34
bo_algorithm.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/tuning_algorithms
202 5
kde_searcher.py
in syne_tune/optimizer/schedulers/searchers
200 9
meanstd_acqfunc.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
199 18
model_transformer.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
196 22
comparison_gpy.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/utils
194 20
scheduler_factory.py
in benchmarking/cli
192 2
pbt.py
in syne_tune/optimizer/schedulers
187 8
local_backend.py
in syne_tune/backend
183 24
resnet_cifar10.py
in benchmarking/training_scripts/resnet_cifar10
179 6
nasbench201_import.py
in benchmarking/blackbox_repository/conversion_scripts/scripts
179 3
blackbox_tabular.py
in benchmarking/blackbox_repository
170 8
sagemaker_backend.py
in syne_tune/backend/sagemaker_backend
169 20
sagemaker_utils.py
in syne_tune/backend/sagemaker_backend
167 12
posterior_state.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
167 14
experiments.py
in syne_tune
163 12
tuning_job_state.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes
161 15
tabulated_benchmark.py
in benchmarking/blackbox_repository
159 11
optimization_utils.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
159 13
freeze_thaw.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel
158 16
moasha.py
in syne_tune/optimizer/schedulers/multiobjective
157 13
remote_launcher.py
in syne_tune/remote
153 11
tuning_status.py
in syne_tune
150 17
posterior_utils.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
147 8
gp_searcher_utils.py
in syne_tune/optimizer/schedulers/searchers
145 14
hp_ranges.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes
142 26
mlp_on_fashion_mnist.py
in benchmarking/training_scripts/mlp_on_fashion_mnist
141 6
Files With Most Units (Top 20)
File# lines# units
search_space.py
in syne_tune
519 97
gluon.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
504 67
hp_ranges_impl.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes
319 45
gp_fifo_searcher.py
in syne_tune/optimizer/schedulers/searchers
469 35
gluon_blocks_helpers.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
202 34
posterior_state.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve
367 32
hyperband.py
in syne_tune/optimizer/schedulers
546 30
searcher.py
in syne_tune/optimizer/schedulers/searchers
210 30
freeze_thaw.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve
282 27
hp_ranges.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/datatypes
142 26
local_backend.py
in syne_tune/backend
183 24
meanstd_acqfunc_impl.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
245 23
model_transformer.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
196 22
issm.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/learncurve
723 21
sagemaker_backend.py
in syne_tune/backend/sagemaker_backend
169 20
base.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd/kernel
139 20
comparison_gpy.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/utils
194 20
gp_model.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/models
254 20
fifo.py
in syne_tune/optimizer/schedulers
234 20
backend.py
in syne_tune/backend
96 19
Files With Long Lines (Top 11)

There are 11 files with lines longer than 120 characters. In total, there are 20 long lines.

File# lines# units# long lines
blackbox_tabular.py
in benchmarking/blackbox_repository
170 8 5
blackbox_offline.py
in benchmarking/blackbox_repository
123 6 4
plot_results.py
in benchmarking/benchmark_loop
74 1 2
repository.py
in benchmarking/blackbox_repository
47 2 2
recipes.py
in benchmarking/blackbox_repository/conversion_scripts
9 - 1
icml2020_import.py
in benchmarking/blackbox_repository/conversion_scripts/scripts
75 5 1
setup.py
in root
53 2 1
tuner.py
in syne_tune
254 14 1
sagemaker_backend.py
in syne_tune/backend/sagemaker_backend
169 20 1
slice.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
65 6 1
custom_op.py
in syne_tune/optimizer/schedulers/searchers/bayesopt/gpautograd
70 7 1