scenario stringlengths 33 60 | model_cls stringclasses 4
values | num_params_B float64 2.57 14.3 | flops_G float64 6.76k 1.68M | time_plain_s stringlengths 5 15 | mem_plain_GB float64 0.2 30.2 | time_compile_s stringclasses 4
values | mem_compile_GB float64 5.13 30.6 ⌀ | fullgraph bool 1
class | mode stringclasses 1
value | github_sha stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
black-forest-labs/FLUX.1-dev-bf16 | FluxTransformer2DModel | 11.9 | 74,395.44 | 0.517 (0.506) | 22.64 | 0.393 (0.398) | 22.57 | true | default | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
black-forest-labs/FLUX.1-dev-bnb-nf4 | FluxTransformer2DModel | 5.95 | 14,883.18 | 0.528 (0.538) | 6.72 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
black-forest-labs/FLUX.1-dev-layerwise-upcasting | FluxTransformer2DModel | 11.9 | 74,395.44 | 0.566 (0.557) | 22.19 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
black-forest-labs/FLUX.1-dev-group-offload-leaf | FluxTransformer2DModel | 11.9 | 74,395.44 | 1.876 (1.873) | 0.56 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
Lightricks/LTX-Video-0.9.7-dev-bf16 | LTXVideoTransformer3DModel | 13.04 | 212,025.96 | 1.475 (1.487) | 25.22 | 1.196 (1.246) | 25.05 | true | default | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting | LTXVideoTransformer3DModel | 13.04 | 212,025.96 | 1.524 (1.525) | 24.38 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf | LTXVideoTransformer3DModel | 13.04 | 212,025.96 | 2.598 (2.59) | 1.05 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
stabilityai/stable-diffusion-xl-base-1.0-bf16 | UNet2DConditionModel | 2.57 | 6,763.01 | 0.071 | 5.05 | 0.054 (0.055) | 5.13 | true | default | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting | UNet2DConditionModel | 2.57 | 6,763.01 | 0.144 (0.142) | 4.89 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf | UNet2DConditionModel | 2.57 | 6,763.01 | 0.522 (0.515) | 0.2 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16 | WanTransformer3DModel | 14.29 | 1,678,491.39 | 10.436 (10.453) | 30.24 | 8.968 (8.877) | 30.61 | true | default | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting | WanTransformer3DModel | 14.29 | 1,678,491.39 | 9.906 (9.806) | 26.78 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf | WanTransformer3DModel | 14.29 | 1,678,491.39 | 10.756 (10.858) | 3.5 | null | null | null | null | 90b4e34e79a86ec5e7f2437634fe95ecd2108796 |
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