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
stringlengths 3
12
| 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 | 59,523.04 |
0.547 (0.542)
|
22.63
|
0.383 (0.387)
| 22.73 | true |
default
|
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95 | null |
0.57 (0.565)
|
6.72 (22.18)
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
0.603 (0.598)
|
22.18
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
1.893 (1.89)
|
0.55
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.681 (1.64)
|
25.22
|
1.146 (1.103)
| 25.31 | true |
default
|
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.725 (1.699)
|
24.38
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
2.81 (2.804)
|
1.05
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.067 (0.07)
|
5.05
|
0.055 (0.053)
| 5.24 | true |
default
|
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.148 (0.143)
|
4.89
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.509 (0.504)
|
0.2
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.536 (11.263)
|
30.25
|
8.817 (8.585)
| 31.78 | true |
default
|
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.47 (11.337)
|
26.78
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.835 (11.757)
|
3.54
| null | null | null | null |
67ffa7031e5a4bf0991b692a424e36ca59e64ec9
|
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