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pipeline_cls,ckpt_id,bf16,sdpa,fused_qkv_projections,upcast_vae,batch_size,num_inference_steps,compile_unet,compile_vae,compile_mode,change_comp_config,do_quant,time (secs),memory (gbs),actual_gpu_memory (gbs),tag |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,False,False,False,False,1,30,False,False,reduce-overhead,False,,1.531,6.116,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,False,True,False,False,1,30,False,False,reduce-overhead,False,,1.617,4.948,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,False,True,False,False,1,30,True,True,max-autotune,True,,1.358,5.372,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,True,True,True,False,1,30,True,True,max-autotune,True,,0.493,2.805,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,True,True,True,False,1,30,True,True,max-autotune,True,int8dynamic,0.525,2.310,79.325, |
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StableDiffusionXLPipeline,segmind/SSD-1B,False,False,False,False,1,30,False,False,reduce-overhead,False,,4.789,12.198,79.325, |
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StableDiffusionXLPipeline,segmind/SSD-1B,False,True,False,False,1,30,False,False,reduce-overhead,False,,4.967,12.191,79.325, |
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StableDiffusionXLPipeline,segmind/SSD-1B,False,True,False,False,1,30,True,True,max-autotune,True,,4.579,12.435,79.325, |
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StableDiffusionXLPipeline,segmind/SSD-1B,True,True,True,False,1,30,True,True,max-autotune,True,,1.637,6.534,79.325, |
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StableDiffusionXLPipeline,segmind/SSD-1B,True,True,True,False,1,30,True,True,max-autotune,True,int8dynamic,1.573,5.631,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,False,False,False,False,1,30,False,False,reduce-overhead,False,,1.531,6.116,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,False,True,False,False,1,30,False,False,reduce-overhead,False,,1.617,4.948,79.325, |
|
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,False,True,False,False,1,30,True,True,max-autotune,True,,1.358,5.372,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,True,True,True,False,1,30,True,True,max-autotune,True,,0.493,2.805,79.325, |
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StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,True,True,True,False,1,30,True,True,max-autotune,True,int8dynamic,0.525,2.310,79.325, |
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