Performance Improve for Qwen Image Edit (#12190) #14

Job	Run time
Setup Torch Pipelines CUDA Slow Tests Matrix	2m 40s
Torch CUDA Tests (lora)	12m 23s
Torch CUDA Tests (models)	11m 27s
PyTorch Compile CUDA tests	3m 41s
Torch CUDA Tests (others)	52s
PyTorch xformers CUDA tests	5m 43s
Torch CUDA Tests (single_file)	10m 2s
Examples PyTorch CUDA tests on Ubuntu	43m 55s
Torch CUDA Tests (schedulers)	6m 29s
Torch Minimum Version CUDA Tests	5m 11s
Torch Pipelines CUDA Tests (cogvideo)	4m 10s
Torch Pipelines CUDA Tests (audioldm2)	3m 13s
Torch Pipelines CUDA Tests (controlnet_flux)	3m 25s
Torch Pipelines CUDA Tests (flux)	5m 15s
Torch Pipelines CUDA Tests (controlnet_sd3)	3m 27s
Torch Pipelines CUDA Tests (hunyuan_video)	2m 12s
Torch Pipelines CUDA Tests (cogview4)	3m 28s
Torch Pipelines CUDA Tests (ip_adapters)	38s
Torch Pipelines CUDA Tests (mochi)	1m 6s
Torch Pipelines CUDA Tests (controlnet)	12m 45s
Torch Pipelines CUDA Tests (ltx)	3m 51s
Torch Pipelines CUDA Tests (latent_consistency_models)	3m 24s
Torch Pipelines CUDA Tests (pixart_alpha)	1m 4s
Torch Pipelines CUDA Tests (sana)	4m 35s
Torch Pipelines CUDA Tests (hidream_image)	3m 30s
Torch Pipelines CUDA Tests (qwenimage)	4m 50s
Torch Pipelines CUDA Tests (ddpm)	2m 42s
Torch Pipelines CUDA Tests (marigold)	1m 35s
Torch Pipelines CUDA Tests (stable_diffusion)	4m 18s
Torch Pipelines CUDA Tests (stable_diffusion_2)	3m 3s
Torch Pipelines CUDA Tests (stable_diffusion_3)	1m 28s
Torch Pipelines CUDA Tests (stable_diffusion_xl)	5m 17s
Torch Pipelines CUDA Tests (wan)	3m 56s
Torch Pipelines CUDA Tests (stable_video_diffusion)	56s
	3h 6m 31s

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