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 |
0.533 (0.547)
| 22.63 |
0.373 (0.383)
| 22.73 | true |
default
|
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95 | null |
0.56 (0.57)
| 6.72 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
0.597 (0.603)
| 22.18 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
1.891 (1.893)
| 0.55 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.634 (1.681)
| 25.22 |
1.098 (1.146)
| 25.31 | true |
default
|
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.702 (1.725)
| 24.38 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
2.792 (2.81)
| 1.05 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.07 (0.067)
| 5.05 |
0.052 (0.055)
| 5.24 | true |
default
|
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.142 (0.148)
| 4.89 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.504 (0.509)
| 0.2 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.224 (11.536)
| 30.25 |
8.832 (8.817)
| 31.78 | true |
default
|
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.191 (11.47)
| 26.78 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.915 (11.835)
| 3.54 | null | null | null | null |
f5c113e4395bc373ab540fc5a1f7490b7120c40f
|
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