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
float64 0.2
30.3
| 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 |
0.537 (0.533)
| 22.63 |
0.395 (0.373)
| 22.73 | true |
default
|
cc5b31ffc985efff096735ec290876617e0cabbb
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95 | null |
0.57 (0.56)
| 6.72 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
0.602 (0.597)
| 22.18 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
1.89 (1.891)
| 0.55 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.654 (1.634)
| 25.22 |
1.135 (1.098)
| 25.31 | true |
default
|
cc5b31ffc985efff096735ec290876617e0cabbb
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.716 (1.702)
| 24.38 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
2.81 (2.792)
| 1.05 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.073 (0.07)
| 5.05 |
0.054 (0.052)
| 5.24 | true |
default
|
cc5b31ffc985efff096735ec290876617e0cabbb
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.146 (0.142)
| 4.89 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.506 (0.504)
| 0.2 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.443 (11.224)
| 30.25 |
8.895 (8.832)
| 31.78 | true |
default
|
cc5b31ffc985efff096735ec290876617e0cabbb
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.592 (11.191)
| 26.78 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.745 (11.915)
| 3.54 | null | null | null | null |
cc5b31ffc985efff096735ec290876617e0cabbb
|
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