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
stringlengths 3
13
| time_compile_s
stringclasses 4
values | mem_compile_GB
stringclasses 4
values | fullgraph
bool 1
class | mode
stringclasses 1
value | github_sha
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
black-forest-labs/FLUX.1-dev-bf16 | FluxTransformer2DModel | 11.9 | 59,529.52 | 0.544 (0.55) | 22.64 (22.61) | 0.405 (0.385) | 22.73 (22.7) | true | default | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
black-forest-labs/FLUX.1-dev-bnb-nf4 | FluxTransformer2DModel | 5.95 | null | 0.577 (0.571) | 6.72 (6.7) | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
black-forest-labs/FLUX.1-dev-layerwise-upcasting | FluxTransformer2DModel | 11.9 | 59,529.52 | 0.604 (0.602) | 22.18 | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
black-forest-labs/FLUX.1-dev-group-offload-leaf | FluxTransformer2DModel | 11.9 | 59,529.52 | 1.9 (1.897) | 0.55 (0.53) | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
Lightricks/LTX-Video-0.9.7-dev-bf16 | LTXVideoTransformer3DModel | 13.04 | 167,583.45 | 1.638 (1.637) | 25.22 | 1.143 (1.135) | 25.31 | true | default | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting | LTXVideoTransformer3DModel | 13.04 | 167,583.45 | 1.686 (1.69) | 24.38 | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf | LTXVideoTransformer3DModel | 13.04 | 167,583.45 | 2.774 (2.77) | 1.05 | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
stabilityai/stable-diffusion-xl-base-1.0-bf16 | UNet2DConditionModel | 2.57 | 5,979.1 | 0.073 (0.075) | 5.05 | 0.056 | 5.24 | true | default | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting | UNet2DConditionModel | 2.57 | 5,979.1 | 0.153 (0.152) | 4.89 | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf | UNet2DConditionModel | 2.57 | 5,979.1 | 0.523 (0.519) | 0.2 | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16 | WanTransformer3DModel | 14.29 | 785,651.93 | 11.517 (11.506) | 30.24 | 8.962 (8.963) | 31.78 | true | default | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting | WanTransformer3DModel | 14.29 | 785,651.93 | 11.414 (11.214) | 26.78 | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf | WanTransformer3DModel | 14.29 | 785,651.93 | 12.137 (11.712) | 3.49 | null | null | null | null | 6398fbc391519ce033d97d23925fd13ec4ed85a7 |
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