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
14
| 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
|
0.502 (0.489)
| 22.64
|
0.377 (0.375)
| 22.57
| true
|
default
|
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95
| null |
0.517 (0.519)
| 6.72
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9
| 59,523.04
|
0.554 (0.55)
| 22.19
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9
| 59,523.04
|
1.862 (1.86)
| 0.56
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
1.44 (1.422)
| 25.22
|
1.093 (1.107)
| 25.02
| true
|
default
|
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
1.481 (1.476)
| 24.38
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
2.569 (2.571)
| 1.05
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.067 (0.071)
| 5.05
|
0.052
| 5.13
| true
|
default
|
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.136 (0.14)
| 4.89
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.497 (0.499)
| 0.2
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.49 (10.536)
| 30.24
|
8.418 (8.769)
| 30.92
| true
|
default
|
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.55 (10.668)
| 26.78
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.69 (11.195)
| 3.5
| null | null | null | null |
1cdb8723b85f1b427031e390e0bd0bebfe92454e
|
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