Address ernie-image review findings #13577 (#13663) #5496

Job	Run time
PyTorch xformers CUDA tests	7m 58s
Torch CUDA Tests (lora)	26m 33s
Torch CUDA Tests (schedulers)	6m 44s
Torch CUDA Tests (models)	56m 45s
Examples PyTorch CUDA tests on Ubuntu	44m 22s
PyTorch Compile CUDA tests	31m 43s
Torch CUDA Tests (others)	4m 25s
Setup Torch Pipelines CUDA Slow Tests Matrix	1m 8s
Torch CUDA Tests (single_file)	3m 51s
Torch Pipelines CUDA Tests (controlnet_flux)	5m 13s
Torch Pipelines CUDA Tests (flux)	6m 48s
Torch Pipelines CUDA Tests (hunyuandit)	4m 9s
Torch Pipelines CUDA Tests (controlnet)	18m 18s
Torch Pipelines CUDA Tests (ip_adapters)	3m 40s
Torch Pipelines CUDA Tests (controlnet_sd3)	4m 19s
Torch Pipelines CUDA Tests (ddpm)	3m 53s
Torch Pipelines CUDA Tests (flux2)	7m 54s
Torch Pipelines CUDA Tests (cogvideo)	5m 40s
Torch Pipelines CUDA Tests (stable_diffusion_2)	6m 59s
Torch Pipelines CUDA Tests (hidream_image)	5m 10s
Torch Pipelines CUDA Tests (latent_consistency_models)	4m 43s
Torch Pipelines CUDA Tests (stable_diffusion)	7m 49s
Torch Pipelines CUDA Tests (sana)	9m 55s
Torch Pipelines CUDA Tests (ltx)	5m 14s
Torch Pipelines CUDA Tests (qwenimage)	14m 50s
Torch Pipelines CUDA Tests (marigold)	5m 4s
Torch Pipelines CUDA Tests (ltx2)	7m 51s
Torch Pipelines CUDA Tests (text_to_video_synthesis)	3m 32s
Torch Pipelines CUDA Tests (stable_diffusion_3)	4m 28s
Torch Pipelines CUDA Tests (stable_video_diffusion)	4m 17s
Torch Pipelines CUDA Tests (stable_diffusion_xl)	9m 14s
Torch Pipelines CUDA Tests (z_image)	6m 39s
Torch Pipelines CUDA Tests (wan)	9m 4s
	5h 48m 12s

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