ComfyUI-WaveSpeed

Graph and Tables

  • RDT: residual_diff_threshold
  • max hits: max_consecutive_cashe_hits

RDT (complex)

  • start = 0.2
  • end = 0.8
  • max hits = 5
Dynamic Cashing RDT (start=0.2, end=0.8, max hits=5)
RDT time (sec) MAE MAE similarity SSIM SSIM similarity
0.00 203 0 100.0 % 1 100.0 %
0.01 205 0 100.0 % 1 100.0 %
0.02 205 0 100.0 % 1 100.0 %
0.04 173 3.95 98.5 % 0.99 99.1 %
0.06 153 6.23 97.6 % 0.98 98.2 %
0.08 147 6.8 97.3 % 0.98 98.0 %
0.10 134 8.18 96.8 % 0.98 97.5 %
0.12 127 9.12 96.4 % 0.97 97.1 %
0.14 127 10.41 95.9 % 0.96 96.4 %
0.16 121 10.75 95.8 % 0.96 96.3 %
0.18 121 10.75 95.8 % 0.96 96.3 %
0.20 121 10.83 95.8 % 0.96 96.3 %
0.40 114 10.96 95.7 % 0.96 96.3 %
0.60 114 10.96 95.7 % 0.96 96.3 %
0.80 114 10.96 95.7 % 0.96 96.3 %
1.00 114 10.96 95.7 % 0.96 96.3 %

RDT (simple)

  • start = 0
  • end = 1
  • max hits = -1
Dynamic Cashing RDT (start=0, end=1, max hits=5)
RDT time (sec) MAE MAE similarity SSIM SSIM similarity
0.00 205 0 100.0 % 1 100.0 %
0.01 205 0 100.0 % 1 100.0 %
0.02 205 0 100.0 % 1 100.0 %
0.04 160 6.19 97.6 % 0.98 98.2 %
0.06 127 16.24 93.7 % 0.92 91.8 %
0.08 102 25.51 90.0 % 0.84 83.9 %
0.10 95 25.12 90.2 % 0.84 84.4 %
0.12 82 25.45 90.1 % 0.84 84.4 %
0.14 76 25.31 90.1 % 0.85 84.6 %
0.16 69 29.41 88.5 % 0.81 80.7 %
0.18 63 29.96 88.3 % 0.8 80.2 %
0.20 63 31.19 87.8 % 0.79 78.9 %
0.30 50 35.33 86.2 % 0.74 74.0 %
0.40 37 38.05 85.1 % 0.7 70.0 %
0.50 37 51.24 83.9 % 0.65 65.1 %
0.60 30 44.27 82.7 % 0.6 59.6 %
0.80 30 46.87 81.7 % 0.55 54.5 %
1.00 24 47.55 81.4 % 0.53 53.3 %

start

  • RDT = 1
  • end = 1
  • max hits = -1
Dynamic Cashing start (RDT=1, end=1, max hits=-1)
start time (sec) MAE MAE similarity SSIM SSIM similarity
1.0 206 0 100.0 % 1 100.0 %
0.9 197 1.92 99.2 % 1 99.9 %
0.8 180 1.3 98.3 % 0.99 99.5 %
0.7 173 6.16 97.6 % 0.99 99.0 %
0.6 160 7.96 96.9 % 0.98 98.3 %
0.5 147 9.83 96.2 % 0.98 97.5 %
0.4 128 12.77 95.0 % 0.96 96.1 %
0.3 108 14.24 94.4 % 0.95 95.1 %
0.2 82 20.66 91.9 % 0.9 90.1 %
0.1 56 28.29 89.0 % 0.82 82.2 %
0.0 24 47.51 81.4 % 0.53 53.5 %

end

  • RDT = 1
  • start = 0
  • max hits = -1
Dynamic Cashing end (RDT=1, start=0, max hits=-1)
end time (sec) MAE MAE similarity SSIM SSIM similarity
0.0 206 0 100.0 % 1 100.0 %
0.1 173 33.05 87.1 % 0.76 75.8 %
0.2 147 38.5 85.0 % 0.71 71.0 %
0.3 121 40.68 84.1 % 0.67 67.2 %
0.4 102 41.76 83.7 % 0.65 64.9 %
0.5 82 43.04 83.2 % 0.62 62.3 %
0.6 69 44.41 82.7 % 0.6 59.6 %
0.7 56 45.93 82.1 % 0.57 56.6 %
0.8 43 47 81.6 % 0.54 54.4 %
0.9 37 47.45 81.5 % 0.54 53.6 %
1.0 24 47.51 81.4 % 0.53 53.5 %

max hits

  • RDT = 1
  • start = 0
  • end = 1
Dynamic Cashing max hits (RDT=1, start=0, end=1)
max hits time (sec) MAE MAE similarity SSIM SSIM similarity
1 108 14.88 94.2 % 0.93 93.4 %
2 76 25 90.2 % 0.84 84.2 %
3 63 25.57 90.0 % 0.84 84.2 %
4 50 29.31 88.5 % 0.81 80.6 %
5 43 32.06 87.5 % 0.78 77.9 %
6 43 32.74 87.2 % 0.77 77.2 %
7 37 34.46 86.5 % 0.75 75.2 %
8 37 35.53 86.1 % 0.74 73.8 %
9 37 37.19 85.5 % 0.71 71.4 %
10 30 37.81 85.2 % 0.71 70.5 %
-1 24 47.51 81.4 % 0.53 53.5 %

No Dynamic Cash (steps)

No Dynamic Cashing Steps
steps time (sec) MAE MAE similarity SSIM SSIM similarity
30 206 0 100.0 % 1 100.0 %
27 185 5.12 98.0 % 0.99 98.7 %
24 166 7.46 97.1 % 0.98 97.7 %
21 146 11.99 95.3 % 0.95 94.6 %
18 126 13.52 94.7 % 0.94 93.9 %
15 106 16.05 93.7 % 0.93 92.6 %
12 85 24.49 90.4 % 0.85 84.6 %
9 65 25.32 90.1 % 0.85 84.6 %
6 45 31.34 87.8 % 0.79 78.8 %
3 25 41.06 84.0 % 0.65 65.3 %

Reference

ComfyUI-TeaCache

ComfyUI-TeaCache | AI image journey

Sage Attention & FP8

Sage Attention & FP8 | AI image journey