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
30.2
| time_compile_s
stringclasses 4
values | mem_compile_GB
float64 5.13
30.9
⌀ | 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
|
0.493 (0.503)
| 22.64
|
0.374 (0.382)
| 22.57
| true
|
default
|
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
black-forest-labs/FLUX.1-dev-bnb-nf4
|
FluxTransformer2DModel
| 5.95
| null |
0.512 (0.525)
| 6.72
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
black-forest-labs/FLUX.1-dev-layerwise-upcasting
|
FluxTransformer2DModel
| 11.9
| 59,523.04
|
0.549 (0.552)
| 22.19
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
black-forest-labs/FLUX.1-dev-group-offload-leaf
|
FluxTransformer2DModel
| 11.9
| 59,523.04
|
1.859 (1.853)
| 0.56
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
Lightricks/LTX-Video-0.9.7-dev-bf16
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
1.434 (1.44)
| 25.22
|
1.108 (1.121)
| 25.02
| true
|
default
|
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
1.483 (1.492)
| 24.38
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf
|
LTXVideoTransformer3DModel
| 13.04
| 167,565.8
|
2.561 (2.564)
| 1.05
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
stabilityai/stable-diffusion-xl-base-1.0-bf16
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.07 (0.068)
| 5.05
|
0.053
| 5.13
| true
|
default
|
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.137 (0.128)
| 4.89
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf
|
UNet2DConditionModel
| 2.57
| 5,979.1
|
0.495 (0.492)
| 0.2
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.842 (11.146)
| 30.24
|
8.5 (8.533)
| 30.92
| true
|
default
|
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.102 (10.253)
| 26.78
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf
|
WanTransformer3DModel
| 14.29
| 785,570.99
|
10.75 (10.629)
| 3.5
| null | null | null | null |
152f7ca357c066c4af3d1a58cdf17662ef5a2f87
|
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