openai / glide-text2im - Conditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

Learn more...

Conditional Complexity Overall

There are 156 units with 1,501 lines of code in units (45.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
2 medium complex units (61 lines of code)
10 simple units (275 lines of code)
144 very simple units (1,165 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
def forward() in glide_text2im/clip/encoders.py	27	13	3
def space_timesteps() in glide_text2im/respace.py	34	12	2
def bpe() in glide_text2im/tokenizer/bpe.py	37	10	2
def bpe() in glide_text2im/tokenizer/simple_tokenizer.py	37	10	2
def __attrs_post_init__() in glide_text2im/clip/utils.py	24	8	1
def get_text_emb() in glide_text2im/text2im_model.py	25	7	3
def forward() in glide_text2im/clip/encoders.py	36	7	2
def get_beta_schedule() in glide_text2im/gaussian_diffusion.py	27	7	5
def _make_global_layout() in glide_text2im/clip/attention.py	12	6	1
def make_full_layout() in glide_text2im/clip/attention.py	25	6	1
def __init__() in glide_text2im/tokenizer/simple_tokenizer.py	19	6	2
def p_mean_variance() in glide_text2im/gaussian_diffusion.py	33	6	7
def __attrs_post_init__() in glide_text2im/clip/attention.py	17	5	1
def convert_to_fp16() in glide_text2im/text2im_model.py	11	4	1
def forward() in glide_text2im/text2im_model.py	20	4	5
def forward() in glide_text2im/clip/utils.py	8	4	2
def bytes_to_unicode() in glide_text2im/tokenizer/bpe.py	15	4	0
def __init__() in glide_text2im/tokenizer/bpe.py	11	4	4
def encode() in glide_text2im/tokenizer/bpe.py	7	4	2
def bytes_to_unicode() in glide_text2im/tokenizer/simple_tokenizer.py	15	4	0
def encode() in glide_text2im/tokenizer/simple_tokenizer.py	7	4	2
def conv_nd() in glide_text2im/nn.py	8	4	3
def avg_pool_nd() in glide_text2im/nn.py	8	4	3
def get_named_beta_schedule() in glide_text2im/gaussian_diffusion.py	16	4	2
def forward() in glide_text2im/unet.py	9	4	4
def __init__() in glide_text2im/unet.py	12	4	5
def forward() in glide_text2im/unet.py	21	4	3
def forward() in glide_text2im/unet.py	19	4	4
def __init__() in glide_text2im/respace.py	14	3	3
def convert_module_to_f16() in glide_text2im/fp16_util.py	5	3	1
def convert_module_to_f32() in glide_text2im/fp16_util.py	5	3	1
def forward() in glide_text2im/text2im_model.py	10	3	6
def convert_module_to_f16() in glide_text2im/xf.py	5	3	1
def __attrs_post_init__() in glide_text2im/clip/encoders.py	33	3	1
def decode() in glide_text2im/tokenizer/bpe.py	4	3	2
def decode() in glide_text2im/tokenizer/simple_tokenizer.py	8	3	2
def forward() in glide_text2im/nn.py	7	3	2
def __init__() in glide_text2im/unet.py	8	3	5
def forward() in glide_text2im/unet.py	9	3	2
def forward() in glide_text2im/unet.py	10	3	6
def _wrap_model() in glide_text2im/respace.py	4	2	2
def __init__() in glide_text2im/text2im_model.py	8	2	3
def __init__() in glide_text2im/text2im_model.py	8	2	3
def __init__() in glide_text2im/text2im_model.py	8	2	3
def forward() in glide_text2im/xf.py	4	2	2
def forward() in glide_text2im/clip/encoders.py	4	2	2
def forward() in glide_text2im/clip/encoders.py	5	2	3
def __attrs_post_init__() in glide_text2im/clip/encoders.py	38	2	1
def __attrs_post_init__() in glide_text2im/clip/encoders.py	41	2	1
def encode_prompts() in glide_text2im/clip/model_creation.py	13	2	2