deepseek-ai/TileKernels
File Complexity*
The distribution of files by complexity: the sum of the McCabe indexes of their units.
File Complexity Overall
  • There are 126 files with units, with 16,102 lines of code.
    • 0 very complex files (McCabe index sum 251+; 0 lines of code)
    • 1 complex files (McCabe index sum 126-250; 656 lines of code)
    • 4 medium complex files (McCabe index sum 51-125; 1,289 lines of code)
    • 8 slightly complex files (McCabe index sum 26-50; 1,843 lines of code)
    • 113 simple files (McCabe index sum 1-25; 12,314 lines of code)
  • 14 main files have no units (e.g. languages without unit analysis, or files without functions) and are not classified.
system0% | 4% | 8% | 11% | 76%
Legend:
251+
126-250
51-125
26-50
1-25


explore: grouped by folders | grouped by complexity
File Complexity per Extension
251+
126-250
51-125
26-50
1-25
py0% | 4% | 8% | 11% | 76%
File Complexity per Logical Decomposition
primary
251+
126-250
51-125
26-50
1-25
tile_kernels0% | 4% | 8% | 11% | 76%
Most Complex Files (Top 50)

The McCabe index of a file grows with its size: per 100 lines tells a large but plain file from a dense one, and most complex unit whether the complexity sits in one unit or is spread over many.

File# lines# unitsMcCabe index
(sum)		per 100
lines		most complex
unit
benchmark.py
in tile_kernels/testing/pytest
 656 45 244 37 58
gpu_mem.py
in tile_kernels/testing/pytest
 319 21 111 35 18
330 17 66 20 8
common.py
in tile_kernels/quant
 261 24 55 21 7
norm_forward_asc.py
in tile_kernels/quant
 379 11 52 14 16
swiglu_forward_asc.py
in tile_kernels/quant
 347 12 49 14 22
generator.py
in tile_kernels/testing
 131 11 47 36 11
per_token_cast_asc.py
in tile_kernels/quant
 336 11 43 13 11
per_channel_cast_asc.py
in tile_kernels/quant
 262 5 35 13 27
cast_back_asc.py
in tile_kernels/quant
 190 6 35 18 15
per_block_cast_asc.py
in tile_kernels/quant
 195 8 33 17 21
post_asc.py
in tile_kernels/mhc
 164 2 30 18 19
per_block_cast_lossless_asc.py
in tile_kernels/quant
 218 11 27 12 7
config.py
in tile_kernels
 90 18 23 26 2
xdist_failfast.py
in tile_kernels/testing/pytest
 59 6 23 39 9
topk_gate_asc.py
in tile_kernels/moe
 117 1 23 20 23
bench.py
in tile_kernels/testing
 84 9 22 26 6
norm_backward_asc.py
in tile_kernels/quant
 172 5 20 12 10
engram_gate_bwd_cuda.py
in tile_kernels/engram
 274 8 18 7 5
148 1 18 12 18
cast.py
in tile_kernels/torch
 255 8 17 7 6
precompile.py
in tile_kernels/testing/pytest
 27 2 15 56 9
norm_fn_cuda.py
in tile_kernels/mhc
 131 4 15 11 7
swiglu_backward_asc.py
in tile_kernels/quant
 445 8 14 3 3
tilelang_warning.py
in tile_kernels/testing/pytest
 35 3 14 40 6
pre_apply_mix_asc.py
in tile_kernels/mhc
 99 2 14 14 8
expand_cuda.py
in tile_kernels/mhc
 45 2 14 31 7
topk_gate_cuda.py
in tile_kernels/moe
 56 1 14 25 14
engram_sinkhorn_cuda.py
in tile_kernels/engram
 213 11 13 6 3
common.py
in tile_kernels/testing/pytest
 25 4 13 52 6
numeric.py
in tile_kernels/testing
 52 4 12 23 5
expand_kernel.py
in tile_kernels/mhc
 36 4 12 33 5
cast_cuda.py
in tile_kernels/quant
 70 1 11 16 11
cast_asc.py
in tile_kernels/quant
 107 7 11 10 3
sqrt_softplus.py
in tile_kernels/moe
 106 10 10 9 1
normalize_weight_cuda.py
in tile_kernels/moe
 41 1 10 24 10
102 1 9 9 9
mhc.py
in tile_kernels/torch
 86 8 9 10 2
engram_gate.py
in tile_kernels/modeling/engram
 61 2 9 15 7
utils.py
in tile_kernels
 24 6 9 38 2
78 1 8 10 8
engram_sinkhorn_asc.py
in tile_kernels/engram
 252 8 8 3 1
swiglu.py
in tile_kernels/torch
 143 5 8 6 3
head_compute_mix_kernel.py
in tile_kernels/mhc
 94 3 8 9 6
expand_asc.py
in tile_kernels/mhc
 62 2 8 13 4
rstd.py
in tile_kernels/quant
 65 5 7 11 3
engram_gate_fwd_cuda.py
in tile_kernels/engram
 163 4 7 4 4
engram.py
in tile_kernels/torch
 108 6 7 6 2
norm_fn_asc.py
in tile_kernels/mhc
 369 5 7 2 3
norm_forward_kernel.py
in tile_kernels/quant
 194 4 6 3 3
About This Analysis
  • File complexity is the sum of the McCabe indexes (conditional complexity) of the units (methods, functions...) in a file.
  • Files are classified in five categories based on that sum: 1-25 (simple files), 26-50 (slightly complex files), 51-125 (medium complex files), 126-250 (complex files), 251+ (very complex files). The default bands are five times the unit complexity bands, as a file is a group of units.
  • Only main code files with units are classified. Files without units (languages without unit analysis, or files without functions) have no complexity to measure and are left out rather than counted as simple.
  • A very complex file holds many decisions, which often means it has too many responsibilities: a candidate to split, and a place where changes need more testing.
Learn more...