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 12
15
| mem_plain_GB
float64 0.2
30.2
| time_compile_s
stringclasses 4
values | mem_compile_GB
float64 5.13
30.9
⌀ | fullgraph
bool 1
class | mode
stringclasses 1
value | github_sha
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
black-forest-labs/FLUX.1-dev-bf16
|
FluxTransformer2DModel
| 11.9
| 59,523.04
|
0.489 (0.493)
| 22.64
|
0.375 (0.374)
| 22.57
| true
|
default
|
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95
| null |
0.519 (0.512)
| 6.72
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9
| 59,523.04
|
0.55 (0.549)
| 22.19
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9
| 59,523.04
|
1.86 (1.859)
| 0.56
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
1.422 (1.434)
| 25.22
|
1.107 (1.108)
| 25.02
| true
|
default
|
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
1.476 (1.483)
| 24.38
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
2.571 (2.561)
| 1.05
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.071 (0.07)
| 5.05
|
0.052 (0.053)
| 5.13
| true
|
default
|
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.14 (0.137)
| 4.89
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.499 (0.495)
| 0.2
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.536 (10.842)
| 30.24
|
8.769 (8.5)
| 30.92
| true
|
default
|
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.668 (10.102)
| 26.78
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
11.195 (10.75)
| 3.5
| null | null | null | null |
17c0e79dbdf53fb6705e9c09cc1a854b84c39249
|
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