scenario
stringlengths 33
60
| model_cls
stringclasses 4
values | num_params_B
float64 2.57
14.3
| flops_G
float64 5.98k
786k
⌀ | time_plain_s
stringlengths 11
15
| mem_plain_GB
stringlengths 3
13
| time_compile_s
stringclasses 4
values | mem_compile_GB
stringclasses 4
values | fullgraph
bool 1
class | mode
stringclasses 1
value | github_sha
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
black-forest-labs/FLUX.1-dev-bf16
|
FluxTransformer2DModel
| 11.9 | 59,529.52 |
0.544 (0.55)
|
22.64 (22.61)
|
0.405 (0.385)
|
22.73 (22.7)
| true |
default
|
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95 | null |
0.577 (0.571)
|
6.72 (6.7)
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9 | 59,529.52 |
0.604 (0.602)
|
22.18
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9 | 59,529.52 |
1.9 (1.897)
|
0.55 (0.53)
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04 | 167,583.45 |
1.638 (1.637)
|
25.22
|
1.143 (1.135)
|
25.31
| true |
default
|
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04 | 167,583.45 |
1.686 (1.69)
|
24.38
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04 | 167,583.45 |
2.774 (2.77)
|
1.05
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.073 (0.075)
|
5.05
|
0.056
|
5.24
| true |
default
|
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.153 (0.152)
|
4.89
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.523 (0.519)
|
0.2
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29 | 785,651.93 |
11.517 (11.506)
|
30.24
|
8.962 (8.963)
|
31.78
| true |
default
|
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29 | 785,651.93 |
11.414 (11.214)
|
26.78
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29 | 785,651.93 |
12.137 (11.712)
|
3.49
| null | null | null | null |
6398fbc391519ce033d97d23925fd13ec4ed85a7
|
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