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
30.3
| 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 |
0.535 (0.537)
| 22.63 |
0.391 (0.395)
| 22.73 | true |
default
|
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95 | null |
0.564 (0.57)
| 6.72 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
0.599 (0.602)
| 22.18 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9 | 59,523.04 |
1.879 (1.89)
| 0.55 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.656 (1.654)
| 25.22 |
1.143 (1.135)
| 25.31 | true |
default
|
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
1.714 (1.716)
| 24.38 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04 | 167,565.8 |
2.795 (2.81)
| 1.05 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.067 (0.073)
| 5.05 |
0.054
| 5.24 | true |
default
|
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.127 (0.146)
| 4.89 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57 | 5,979.1 |
0.49 (0.506)
| 0.2 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.517 (11.443)
| 30.25 |
8.793 (8.895)
| 31.78 | true |
default
|
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
11.305 (11.592)
| 26.78 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29 | 785,570.99 |
12.02 (11.745)
| 3.54 | null | null | null | null |
b4e6dc3037e75e2dc16466b914b1be597b06be9a
|
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