scenario
stringlengths 33
60
| model_cls
stringclasses 4
values | num_params_B
float64 2.57
14.3
| flops_G
stringclasses 4
values | time_plain_s
stringlengths 5
15
| mem_plain_GB
stringlengths 3
13
| time_compile_s
stringclasses 4
values | mem_compile_GB
float64 5.24
31.8
⌀ | fullgraph
bool 1
class | mode
stringclasses 1
value | github_sha
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
black-forest-labs/FLUX.1-dev-bf16
|
FluxTransformer2DModel
| 11.9 |
59523.04 (59529.52)
|
0.55 (0.544)
|
22.63 (22.64)
|
0.381 (0.405)
| 22.73 | true |
default
|
20e0740b882678353461455facc682494a493775
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95 | null |
0.566 (0.577)
|
6.72
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9 |
59523.04 (59529.52)
|
0.604
|
22.18
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9 |
59523.04 (59529.52)
|
1.897 (1.9)
|
0.55
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04 |
167565.8 (167583.45)
|
1.668 (1.638)
|
25.22
|
1.131 (1.143)
| 25.31 | true |
default
|
20e0740b882678353461455facc682494a493775
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04 |
167565.8 (167583.45)
|
1.727 (1.686)
|
24.38
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04 |
167565.8 (167583.45)
|
2.818 (2.774)
|
1.05
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57 |
5979.1
|
0.075 (0.073)
|
5.05
|
0.055 (0.056)
| 5.24 | true |
default
|
20e0740b882678353461455facc682494a493775
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57 |
5979.1
|
0.16 (0.153)
|
4.89
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57 |
5979.1
|
0.523
|
0.2
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29 |
785570.99 (785651.93)
|
11.627 (11.517)
|
30.25 (30.24)
|
8.735 (8.962)
| 31.78 | true |
default
|
20e0740b882678353461455facc682494a493775
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29 |
785570.99 (785651.93)
|
11.423 (11.414)
|
26.78
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29 |
785570.99 (785651.93)
|
11.749 (12.137)
|
3.54 (3.49)
| null | null | null | null |
20e0740b882678353461455facc682494a493775
|
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