DarkStoorM/Stable Diffusion chunk length speed test.md

## Stable Diffusion chunk length speed test.md

      
    Raw
  

              Stable Diffusion chunk length speed test.md
            
          
    Settings

Model: any 1.5 base (no difference on 2.1 anyway, just the embeddings don't work, that would require changing the prompt)
Size: 512x512, Steps: 100, CFG scale: 7, Seed: 2583996050

Prompt

a picture of a house with 2 negative embeddings (embeddings don't affect the performance anyway):
// 75 tokens:
NG_DeepNegative, EasyNegative, ,

// 76 tokens
NG_DeepNegative, EasyNegative, , ,


Upcast to float32 OFF below 75 tokens

REFERENCE: 512x512 size on 33~ it/s = ~3 seconds


Test \ Method
xformers
sdp-no-mem
sdp
Doggettx
sub-quadratic
V1 - original v1
InvokeAI


Euler a
33.14it/s
33.47it/s
33.36it/s
24.46it/s
17.93it/s
16.43it/s
24.49it/s


Euler
33.25it/s
33.60it/s
33.39it/s
24.55it/s
17.98it/s
16.52it/s
24.58it/s


LMS
32.97it/s
33.46it/s
33.23it/s
24.41it/s
17.90it/s
16.46it/s
24.37it/s


Heun
16.78it/s
17.06it/s
16.87it/s
12.38it/s
9.05it/s
8.28it/s
12.41it/s


DPM2
16.75it/s
17.05it/s
16.87it/s
12.38it/s
9.04it/s
8.30it/s
12.40it/s


DPM2 a
16.72it/s
17.02it/s
16.84it/s
12.39it/s
9.03it/s
8.30it/s
12.37it/s


DPM++ 2S a
16.71it/s
17.02it/s
16.84it/s
12.37it/s
8.97it/s
8.28it/s
12.37it/s


DPM++ 2M
33.18it/s
33.83it/s
33.36it/s
24.56it/s
17.94it/s
16.50it/s
24.52it/s


DPM++ SDE
15.56it/s
15.83it/s
15.65it/s
11.74it/s
8.64it/s
7.94it/s
11.74it/s


DPM++ 2M SDE
30.93it/s
31.31it/s
31.01it/s
23.25it/s
17.17it/s
15.90it/s
23.23it/s


DPM fast
33.22it/s
33.73it/s
33.36it/s
24.54it/s
17.98it/s
16.54it/s
24.55it/s


DPM adaptive
33.34it/s
33.76it/s
33.43it/s
24.54it/s
17.98it/s
16.51it/s
24.55it/s


LMS Karras
33.00it/s
33.57it/s
33.14it/s
24.39it/s
17.89it/s
16.48it/s
24.41it/s


DPM2 Karras
16.71it/s
17.03it/s
16.86it/s
12.40it/s
9.05it/s
8.31it/s
12.38it/s


DPM2 a Karras
16.76it/s
17.04it/s
16.82it/s
12.39it/s
9.01it/s
8.31it/s
12.37it/s


DPM++ 2S a Karras
16.71it/s
17.00it/s
16.71it/s
12.34it/s
9.03it/s
8.28it/s
12.36it/s


DPM++ 2M Karras
33.18it/s
33.71it/s
33.34it/s
23.90it/s
17.93it/s
16.50it/s
24.54it/s


DPM++ SDE Karras
15.63it/s
15.86it/s
15.74it/s
11.78it/s
8.68it/s
8.04it/s
11.75it/s


DPM++ 2M SDE Karras
30.79it/s
31.30it/s
31.04it/s
23.23it/s
17.18it/s
15.88it/s
23.20it/s


DDIM
33.62it/s
34.17it/s
33.76it/s
24.81it/s
18.10it/s
16.61it/s
24.74it/s


PLMS
33.32it/s
33.82it/s
33.54it/s
24.53it/s
17.87it/s
16.46it/s
24.48it/s


UniPC
30.21it/s
30.63it/s
30.37it/s
22.94it/s
17.11it/s
15.75it/s
22.96it/s


Upcast to float 32 OFF above 75 tokens


Test \ Method
xformers
sdp-no-mem
sdp
Doggettx
sub-quadratic
V1 - original v1
InvokeAI


Euler a
21.22it/s
22.04it/s
22.46it/s
15.74it/s
14.47it/s
12.46it/s
16.47it/s


Euler
21.42it/s
22.29it/s
22.54it/s
15.92it/s
14.54it/s
12.52it/s
16.54it/s


LMS
21.26it/s
22.07it/s
22.53it/s
15.87it/s
14.46it/s
12.73it/s
16.53it/s


Heun
10.77it/s
11.20it/s
11.39it/s
7.98it/s
7.32it/s
6.42it/s
8.24it/s


DPM2
10.73it/s
11.19it/s
11.39it/s
7.99it/s
7.32it/s
6.41it/s
8.37it/s


DPM2 a
10.76it/s
11.20it/s
11.40it/s
8.01it/s
7.33it/s
6.41it/s
8.33it/s


DPM++ 2S a
10.74it/s
11.17it/s
11.39it/s
8.00it/s
7.33it/s
6.42it/s
8.30it/s


DPM++ 2M
21.38it/s
22.19it/s
22.54it/s
15.88it/s
14.56it/s
12.75it/s
16.48it/s


DPM++ SDE
10.27it/s
10.61it/s
10.82it/s
7.69it/s
7.07it/s
6.26it/s
8.00it/s


DPM++ 2M SDE
20.35it/s
21.09it/s
21.41it/s
15.35it/s
14.20it/s
12.45it/s
15.95it/s


DPM fast
21.22it/s
22.24it/s
22.44it/s
15.89it/s
14.64it/s
12.77it/s
16.45it/s


DPM adaptive
21.41it/s
22.21it/s
22.54it/s
15.91it/s
14.63it/s
12.76it/s
16.54it/s


LMS Karras
21.20it/s
22.05it/s
22.40it/s
15.84it/s
14.56it/s
12.73it/s
16.45it/s


DPM2 Karras
10.76it/s
11.27it/s
11.36it/s
7.95it/s
7.36it/s
6.42it/s
8.32it/s


DPM2 a Karras
10.74it/s
11.30it/s
11.37it/s
8.07it/s
7.34it/s
6.39it/s
8.32it/s


DPM++ 2S a Karras
10.75it/s
11.27it/s
11.34it/s
8.04it/s
7.33it/s
6.39it/s
8.31it/s


DPM++ 2M Karras
21.28it/s
22.14it/s
22.51it/s
15.95it/s
14.54it/s
12.72it/s
16.49it/s


DPM++ SDE Karras
10.27it/s
10.74it/s
10.76it/s
7.73it/s
7.07it/s
6.26it/s
7.98it/s


DPM++ 2M SDE Karras
20.34it/s
21.18it/s
21.50it/s
15.34it/s
14.05it/s
12.43it/s
15.65it/s


DDIM
35.76it/s
36.01it/s
35.35it/s
25.96it/s
18.98it/s
17.15it/s
26.10it/s


PLMS
35.41it/s
35.80it/s
34.99it/s
25.68it/s
18.77it/s
17.02it/s
25.89it/s


UniPC
32.08it/s
32.40it/s
31.80it/s
24.15it/s
18.02it/s
16.43it/s
24.31it/s


Upcast to float32 ON below 75 tokens


Test \ Method
xformers
sdp-no-mem
sdp
Doggettx
sub-quadratic
V1 - original v1
InvokeAI


Euler a
23.91it/s
34.41it/s
33.80it/s
18.67it/s
18.42it/s
14.70it/s
18.77it/s


Euler
24.01it/s
34.58it/s
33.35it/s
18.70it/s
18.46it/s
14.71it/s
18.82it/s


LMS
23.88it/s
34.27it/s
33.69it/s
18.61it/s
18.41it/s
14.57it/s
18.74it/s


Heun
12.11it/s
17.42it/s
17.09it/s
9.45it/s
9.30it/s
7.21it/s
9.50it/s


DPM2
12.11it/s
17.37it/s
17.09it/s
9.45it/s
9.31it/s
7.21it/s
9.50it/s


DPM2 a
12.10it/s
17.38it/s
17.07it/s
9.44it/s
9.29it/s
7.26it/s
9.50it/s


DPM++ 2S a
12.08it/s
17.38it/s
17.04it/s
9.43it/s
9.30it/s
7.19it/s
9.49it/s


DPM++ 2M
24.03it/s
34.52it/s
33.92it/s
18.68it/s
18.47it/s
14.27it/s
18.81it/s


DPM++ SDE
11.48it/s
16.19it/s
15.93it/s
9.05it/s
8.94it/s
7.15it/s
9.11it/s


DPM++ 2M SDE
22.75it/s
32.05it/s
31.54it/s
17.55it/s
17.75it/s
14.17it/s
18.05it/s


DPM fast
23.99it/s
34.48it/s
33.88it/s
18.50it/s
18.45it/s
14.61it/s
18.79it/s


DPM adaptive
24.03it/s
34.51it/s
33.90it/s
18.65it/s
18.47it/s
14.40it/s
18.83it/s


LMS Karras
23.89it/s
34.27it/s
33.62it/s
18.62it/s
18.39it/s
14.47it/s
18.73it/s


DPM2 Karras
12.11it/s
17.39it/s
17.10it/s
9.43it/s
9.31it/s
7.24it/s
9.50it/s


DPM2 a Karras
12.10it/s
17.38it/s
17.06it/s
9.43it/s
9.30it/s
7.23it/s
9.49it/s


DPM++ 2S a Karras
12.09it/s
17.36it/s
16.96it/s
9.42it/s
9.30it/s
7.25it/s
9.49it/s


DPM++ 2M Karras
23.98it/s
34.41it/s
33.81it/s
18.66it/s
18.45it/s
14.38it/s
18.76it/s


DPM++ SDE Karras
11.50it/s
16.24it/s
15.95it/s
9.08it/s
8.86it/s
7.13it/s
9.14it/s


DPM++ 2M SDE Karras
22.73it/s
32.09it/s
31.57it/s
17.94it/s
17.69it/s
14.15it/s
18.06it/s


DDIM
24.21it/s
34.89it/s
34.25it/s
18.78it/s
18.62it/s
14.60it/s
18.55it/s


PLMS
23.94it/s
34.58it/s
33.87it/s
18.61it/s
18.44it/s
14.50it/s
18.73it/s


UniPC
22.57it/s
31.42it/s
30.98it/s
17.96it/s
17.67it/s
14.19it/s
18.07it/s


Upcast to float 32 ON above 75 tokens


Test \ Method
xformers
sdp-no-mem
sdp
Doggettx
sub-quadratic
V1 - original v1
InvokeAI


Euler a
18.21it/s
21.21it/s
21.14it/s
13.64it/s
14.10it/s
11.58it/s
14.13it/s


Euler
18.32it/s
21.23it/s
21.24it/s
13.77it/s
14.28it/s
11.65it/s
14.18it/s


LMS
18.26it/s
21.13it/s
21.36it/s
13.64it/s
14.24it/s
11.78it/s
14.13it/s


Heun
9.24it/s
10.68it/s
10.75it/s
6.90it/s
7.19it/s
5.91it/s
7.16it/s


DPM2
9.25it/s
10.69it/s
10.74it/s
6.90it/s
7.19it/s
5.92it/s
7.15it/s


DPM2 a
9.28it/s
10.71it/s
10.74it/s
6.92it/s
7.21it/s
5.92it/s
7.14it/s


DPM++ 2S a
9.22it/s
10.69it/s
10.74it/s
6.91it/s
7.17it/s
5.92it/s
7.14it/s


DPM++ 2M
18.32it/s
21.22it/s
21.41it/s
13.74it/s
14.36it/s
11.76it/s
14.20it/s


DPM++ SDE
8.98it/s
10.34it/s
10.40it/s
6.69it/s
7.00it/s
5.82it/s
6.95it/s


DPM++ 2M SDE
17.83it/s
20.49it/s
20.57it/s
13.17it/s
13.85it/s
11.56it/s
13.65it/s


DPM fast
18.56it/s
21.46it/s
21.42it/s
13.77it/s
14.30it/s
11.83it/s
14.23it/s


DPM adaptive
18.39it/s
21.23it/s
21.30it/s
13.83it/s
14.30it/s
11.76it/s
14.17it/s


LMS Karras
18.36it/s
21.14it/s
21.23it/s
13.75it/s
14.23it/s
11.75it/s
14.18it/s


DPM2 Karras
9.34it/s
10.70it/s
10.74it/s
6.93it/s
7.16it/s
5.96it/s
7.17it/s


DPM2 a Karras
9.33it/s
10.68it/s
10.76it/s
6.91it/s
7.19it/s
5.96it/s
7.19it/s


DPM++ 2S a Karras
9.30it/s
10.67it/s
10.72it/s
6.90it/s
7.18it/s
5.96it/s
7.14it/s


DPM++ 2M Karras
18.58it/s
21.19it/s
21.25it/s
13.71it/s
14.27it/s
11.78it/s
14.29it/s


DPM++ SDE Karras
8.97it/s
10.36it/s
10.42it/s
6.67it/s
6.94it/s
5.83it/s
7.01it/s


DPM++ 2M SDE Karras
17.76it/s
20.56it/s
20.47it/s
13.25it/s
13.78it/s
11.46it/s
13.86it/s


DDIM
24.17it/s
34.88it/s
34.29it/s
18.80it/s
18.62it/s
14.54it/s
18.96it/s


PLMS
23.92it/s
34.55it/s
33.90it/s
18.62it/s
18.41it/s
14.31it/s
18.73it/s


UniPC
22.56it/s
31.46it/s
30.95it/s
17.94it/s
17.70it/s
14.11it/s
18.10it/s


Other notes

GPU VRAM usage per 512x512 image (4x, up to 8x more for 2048x2048)


Test \ Method
xformers
sdp-no-mem
sdp
Doggettx
sub-quadratic
V1 - original v1
InvokeAI


<75 tokens, no f32 upcast
~300MB
~300MB
~300MB
~1200MB
~500MB
~300MB
~1200MB


<75 tokens, f32 upcast
~300MB
~300MB
~300MB
~2200MB
~700MB
~300MB
~2200MB


>75 tokens, no f32 upcast
~300MB
~300MB
~300MB
~700MB (?)
~200MB
~200MB
~700MB


>75 tokens, f32 upcast
~300MB
~300MB
~300MB
~1200MB
~300MB
~300MB
~1200MB
Test \ Method	xformers	sdp-no-mem	sdp	Doggettx	sub-quadratic	V1 - original v1	InvokeAI
Euler a	33.14it/s	33.47it/s	33.36it/s	24.46it/s	17.93it/s	16.43it/s	24.49it/s
Euler	33.25it/s	33.60it/s	33.39it/s	24.55it/s	17.98it/s	16.52it/s	24.58it/s
LMS	32.97it/s	33.46it/s	33.23it/s	24.41it/s	17.90it/s	16.46it/s	24.37it/s
Heun	16.78it/s	17.06it/s	16.87it/s	12.38it/s	9.05it/s	8.28it/s	12.41it/s
DPM2	16.75it/s	17.05it/s	16.87it/s	12.38it/s	9.04it/s	8.30it/s	12.40it/s
DPM2 a	16.72it/s	17.02it/s	16.84it/s	12.39it/s	9.03it/s	8.30it/s	12.37it/s
DPM++ 2S a	16.71it/s	17.02it/s	16.84it/s	12.37it/s	8.97it/s	8.28it/s	12.37it/s
DPM++ 2M	33.18it/s	33.83it/s	33.36it/s	24.56it/s	17.94it/s	16.50it/s	24.52it/s
DPM++ SDE	15.56it/s	15.83it/s	15.65it/s	11.74it/s	8.64it/s	7.94it/s	11.74it/s
DPM++ 2M SDE	30.93it/s	31.31it/s	31.01it/s	23.25it/s	17.17it/s	15.90it/s	23.23it/s
DPM fast	33.22it/s	33.73it/s	33.36it/s	24.54it/s	17.98it/s	16.54it/s	24.55it/s
DPM adaptive	33.34it/s	33.76it/s	33.43it/s	24.54it/s	17.98it/s	16.51it/s	24.55it/s
LMS Karras	33.00it/s	33.57it/s	33.14it/s	24.39it/s	17.89it/s	16.48it/s	24.41it/s
DPM2 Karras	16.71it/s	17.03it/s	16.86it/s	12.40it/s	9.05it/s	8.31it/s	12.38it/s
DPM2 a Karras	16.76it/s	17.04it/s	16.82it/s	12.39it/s	9.01it/s	8.31it/s	12.37it/s
DPM++ 2S a Karras	16.71it/s	17.00it/s	16.71it/s	12.34it/s	9.03it/s	8.28it/s	12.36it/s
DPM++ 2M Karras	33.18it/s	33.71it/s	33.34it/s	23.90it/s	17.93it/s	16.50it/s	24.54it/s
DPM++ SDE Karras	15.63it/s	15.86it/s	15.74it/s	11.78it/s	8.68it/s	8.04it/s	11.75it/s
DPM++ 2M SDE Karras	30.79it/s	31.30it/s	31.04it/s	23.23it/s	17.18it/s	15.88it/s	23.20it/s
DDIM	33.62it/s	34.17it/s	33.76it/s	24.81it/s	18.10it/s	16.61it/s	24.74it/s
PLMS	33.32it/s	33.82it/s	33.54it/s	24.53it/s	17.87it/s	16.46it/s	24.48it/s
UniPC	30.21it/s	30.63it/s	30.37it/s	22.94it/s	17.11it/s	15.75it/s	22.96it/s
Test \ Method	xformers	sdp-no-mem	sdp	Doggettx	sub-quadratic	V1 - original v1	InvokeAI
Euler a	21.22it/s	22.04it/s	22.46it/s	15.74it/s	14.47it/s	12.46it/s	16.47it/s
Euler	21.42it/s	22.29it/s	22.54it/s	15.92it/s	14.54it/s	12.52it/s	16.54it/s
LMS	21.26it/s	22.07it/s	22.53it/s	15.87it/s	14.46it/s	12.73it/s	16.53it/s
Heun	10.77it/s	11.20it/s	11.39it/s	7.98it/s	7.32it/s	6.42it/s	8.24it/s
DPM2	10.73it/s	11.19it/s	11.39it/s	7.99it/s	7.32it/s	6.41it/s	8.37it/s
DPM2 a	10.76it/s	11.20it/s	11.40it/s	8.01it/s	7.33it/s	6.41it/s	8.33it/s
DPM++ 2S a	10.74it/s	11.17it/s	11.39it/s	8.00it/s	7.33it/s	6.42it/s	8.30it/s
DPM++ 2M	21.38it/s	22.19it/s	22.54it/s	15.88it/s	14.56it/s	12.75it/s	16.48it/s
DPM++ SDE	10.27it/s	10.61it/s	10.82it/s	7.69it/s	7.07it/s	6.26it/s	8.00it/s
DPM++ 2M SDE	20.35it/s	21.09it/s	21.41it/s	15.35it/s	14.20it/s	12.45it/s	15.95it/s
DPM fast	21.22it/s	22.24it/s	22.44it/s	15.89it/s	14.64it/s	12.77it/s	16.45it/s
DPM adaptive	21.41it/s	22.21it/s	22.54it/s	15.91it/s	14.63it/s	12.76it/s	16.54it/s
LMS Karras	21.20it/s	22.05it/s	22.40it/s	15.84it/s	14.56it/s	12.73it/s	16.45it/s
DPM2 Karras	10.76it/s	11.27it/s	11.36it/s	7.95it/s	7.36it/s	6.42it/s	8.32it/s
DPM2 a Karras	10.74it/s	11.30it/s	11.37it/s	8.07it/s	7.34it/s	6.39it/s	8.32it/s
DPM++ 2S a Karras	10.75it/s	11.27it/s	11.34it/s	8.04it/s	7.33it/s	6.39it/s	8.31it/s
DPM++ 2M Karras	21.28it/s	22.14it/s	22.51it/s	15.95it/s	14.54it/s	12.72it/s	16.49it/s
DPM++ SDE Karras	10.27it/s	10.74it/s	10.76it/s	7.73it/s	7.07it/s	6.26it/s	7.98it/s
DPM++ 2M SDE Karras	20.34it/s	21.18it/s	21.50it/s	15.34it/s	14.05it/s	12.43it/s	15.65it/s
DDIM	35.76it/s	36.01it/s	35.35it/s	25.96it/s	18.98it/s	17.15it/s	26.10it/s
PLMS	35.41it/s	35.80it/s	34.99it/s	25.68it/s	18.77it/s	17.02it/s	25.89it/s
UniPC	32.08it/s	32.40it/s	31.80it/s	24.15it/s	18.02it/s	16.43it/s	24.31it/s
Test \ Method	xformers	sdp-no-mem	sdp	Doggettx	sub-quadratic	V1 - original v1	InvokeAI
Euler a	23.91it/s	34.41it/s	33.80it/s	18.67it/s	18.42it/s	14.70it/s	18.77it/s
Euler	24.01it/s	34.58it/s	33.35it/s	18.70it/s	18.46it/s	14.71it/s	18.82it/s
LMS	23.88it/s	34.27it/s	33.69it/s	18.61it/s	18.41it/s	14.57it/s	18.74it/s
Heun	12.11it/s	17.42it/s	17.09it/s	9.45it/s	9.30it/s	7.21it/s	9.50it/s
DPM2	12.11it/s	17.37it/s	17.09it/s	9.45it/s	9.31it/s	7.21it/s	9.50it/s
DPM2 a	12.10it/s	17.38it/s	17.07it/s	9.44it/s	9.29it/s	7.26it/s	9.50it/s
DPM++ 2S a	12.08it/s	17.38it/s	17.04it/s	9.43it/s	9.30it/s	7.19it/s	9.49it/s
DPM++ 2M	24.03it/s	34.52it/s	33.92it/s	18.68it/s	18.47it/s	14.27it/s	18.81it/s
DPM++ SDE	11.48it/s	16.19it/s	15.93it/s	9.05it/s	8.94it/s	7.15it/s	9.11it/s
DPM++ 2M SDE	22.75it/s	32.05it/s	31.54it/s	17.55it/s	17.75it/s	14.17it/s	18.05it/s
DPM fast	23.99it/s	34.48it/s	33.88it/s	18.50it/s	18.45it/s	14.61it/s	18.79it/s
DPM adaptive	24.03it/s	34.51it/s	33.90it/s	18.65it/s	18.47it/s	14.40it/s	18.83it/s
LMS Karras	23.89it/s	34.27it/s	33.62it/s	18.62it/s	18.39it/s	14.47it/s	18.73it/s
DPM2 Karras	12.11it/s	17.39it/s	17.10it/s	9.43it/s	9.31it/s	7.24it/s	9.50it/s
DPM2 a Karras	12.10it/s	17.38it/s	17.06it/s	9.43it/s	9.30it/s	7.23it/s	9.49it/s
DPM++ 2S a Karras	12.09it/s	17.36it/s	16.96it/s	9.42it/s	9.30it/s	7.25it/s	9.49it/s
DPM++ 2M Karras	23.98it/s	34.41it/s	33.81it/s	18.66it/s	18.45it/s	14.38it/s	18.76it/s
DPM++ SDE Karras	11.50it/s	16.24it/s	15.95it/s	9.08it/s	8.86it/s	7.13it/s	9.14it/s
DPM++ 2M SDE Karras	22.73it/s	32.09it/s	31.57it/s	17.94it/s	17.69it/s	14.15it/s	18.06it/s
DDIM	24.21it/s	34.89it/s	34.25it/s	18.78it/s	18.62it/s	14.60it/s	18.55it/s
PLMS	23.94it/s	34.58it/s	33.87it/s	18.61it/s	18.44it/s	14.50it/s	18.73it/s
UniPC	22.57it/s	31.42it/s	30.98it/s	17.96it/s	17.67it/s	14.19it/s	18.07it/s
Test \ Method	xformers	sdp-no-mem	sdp	Doggettx	sub-quadratic	V1 - original v1	InvokeAI
Euler a	18.21it/s	21.21it/s	21.14it/s	13.64it/s	14.10it/s	11.58it/s	14.13it/s
Euler	18.32it/s	21.23it/s	21.24it/s	13.77it/s	14.28it/s	11.65it/s	14.18it/s
LMS	18.26it/s	21.13it/s	21.36it/s	13.64it/s	14.24it/s	11.78it/s	14.13it/s
Heun	9.24it/s	10.68it/s	10.75it/s	6.90it/s	7.19it/s	5.91it/s	7.16it/s
DPM2	9.25it/s	10.69it/s	10.74it/s	6.90it/s	7.19it/s	5.92it/s	7.15it/s
DPM2 a	9.28it/s	10.71it/s	10.74it/s	6.92it/s	7.21it/s	5.92it/s	7.14it/s
DPM++ 2S a	9.22it/s	10.69it/s	10.74it/s	6.91it/s	7.17it/s	5.92it/s	7.14it/s
DPM++ 2M	18.32it/s	21.22it/s	21.41it/s	13.74it/s	14.36it/s	11.76it/s	14.20it/s
DPM++ SDE	8.98it/s	10.34it/s	10.40it/s	6.69it/s	7.00it/s	5.82it/s	6.95it/s
DPM++ 2M SDE	17.83it/s	20.49it/s	20.57it/s	13.17it/s	13.85it/s	11.56it/s	13.65it/s
DPM fast	18.56it/s	21.46it/s	21.42it/s	13.77it/s	14.30it/s	11.83it/s	14.23it/s
DPM adaptive	18.39it/s	21.23it/s	21.30it/s	13.83it/s	14.30it/s	11.76it/s	14.17it/s
LMS Karras	18.36it/s	21.14it/s	21.23it/s	13.75it/s	14.23it/s	11.75it/s	14.18it/s
DPM2 Karras	9.34it/s	10.70it/s	10.74it/s	6.93it/s	7.16it/s	5.96it/s	7.17it/s
DPM2 a Karras	9.33it/s	10.68it/s	10.76it/s	6.91it/s	7.19it/s	5.96it/s	7.19it/s
DPM++ 2S a Karras	9.30it/s	10.67it/s	10.72it/s	6.90it/s	7.18it/s	5.96it/s	7.14it/s
DPM++ 2M Karras	18.58it/s	21.19it/s	21.25it/s	13.71it/s	14.27it/s	11.78it/s	14.29it/s
DPM++ SDE Karras	8.97it/s	10.36it/s	10.42it/s	6.67it/s	6.94it/s	5.83it/s	7.01it/s
DPM++ 2M SDE Karras	17.76it/s	20.56it/s	20.47it/s	13.25it/s	13.78it/s	11.46it/s	13.86it/s
DDIM	24.17it/s	34.88it/s	34.29it/s	18.80it/s	18.62it/s	14.54it/s	18.96it/s
PLMS	23.92it/s	34.55it/s	33.90it/s	18.62it/s	18.41it/s	14.31it/s	18.73it/s
UniPC	22.56it/s	31.46it/s	30.95it/s	17.94it/s	17.70it/s	14.11it/s	18.10it/s
Test \ Method	xformers	sdp-no-mem	sdp	Doggettx	sub-quadratic	V1 - original v1	InvokeAI
<75 tokens, no f32 upcast	~300MB	~300MB	~300MB	~1200MB	~500MB	~300MB	~1200MB
<75 tokens, f32 upcast	~300MB	~300MB	~300MB	~2200MB	~700MB	~300MB	~2200MB
>75 tokens, no f32 upcast	~300MB	~300MB	~300MB	~700MB (?)	~200MB	~200MB	~700MB
>75 tokens, f32 upcast	~300MB	~300MB	~300MB	~1200MB	~300MB	~300MB	~1200MB