• 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.

• There are 144 files with 17,309 lines of code.
• 1 very long files (1,182 lines of code)
• 5 long files (3,580 lines of code)
• 19 medium size files (5,190 lines of codeclsfd_ftr_w_mp_ins)
• 27 small files (3,572 lines of code)
• 92 very small files (3,785 lines of code)

There are 38 files with lines longer than 120 characters. In total, there are 156 long lines.

File	# lines	# units	# long lines
Interacting_with_Jukebox.ipynb in jukebox	961	-	23
factored_attention.py in jukebox/transformer	443	30	21
prior.py in jukebox/prior	273	14	11
sample.py in jukebox	216	12	9
autoregressive.py in jukebox/prior	350	14	8
conditioners.py in jukebox/prior	121	11	7
optimized_sync_batchnorm_kernel.py in apex/apex/parallel	87	2	6
make_models.py in jukebox	212	9	6
sync_batchnorm.py in apex/apex/parallel	73	3	5
models.py in apex/apex/RNN	24	6	5
optimized_sync_batchnorm.py in apex/apex/parallel	27	4	4
layer_norm_cuda_kernel.cu in apex/csrc	782	-	4
save_html.py in jukebox	79	2	4
fp16.py in jukebox/utils	238	13	4
encdec.py in jukebox/vqvae	112	8	4
welford.cu in apex/csrc	1182	-	3
fused_adam_cuda.cpp in apex/csrc	21	1	3
files_dataset.py in jukebox/data	76	9	3
fused_adam.py in apex/apex/optimizers	81	2	2
layer_norm_cuda.cpp in apex/csrc	224	8	2
artist_genre_processor.py in jukebox/data	77	9	2
audio_utils.py in jukebox/utils	119	15	2
train.py in jukebox	263	12	2
transformer.py in jukebox/transformer	204	12	2
__init__.py in apex/apex/parallel	56	2	1
LARC.py in apex/apex/parallel	46	9	1
distributed.py in apex/apex/parallel	323	22	1
cells.py in apex/apex/RNN	49	4	1
RNNBackend.py in apex/apex/RNN	212	24	1
multi_tensor_lamb_stage_1.cu in apex/csrc	132	-	1
setup.py in apex	102	1	1
io.py in jukebox/utils	121	4	1
logger.py in jukebox/utils	121	23	1
checkpoint.py in jukebox/utils	28	3	1
bottleneck.py in jukebox/vqvae	186	22	1
resnet.py in jukebox/vqvae	67	8	1
ops.py in jukebox/transformer	104	19	1
proto types.proto in tensorboardX/tensorboardX/proto	59	-	1