Fixes #12673. `record_stream` in group offloading is not working properly #1963

Job	Run time
check_code_quality	33s
check_repository_consistency	31s
Torch CUDA Tests (models)	12m 29s
Torch CUDA Tests (schedulers)	5m 19s
Setup Torch Pipelines CUDA Slow Tests Matrix	49s
Examples PyTorch CUDA tests on Ubuntu	47m 10s
Torch CUDA Tests (others)	3m 37s
Torch CUDA Tests (lora)	16m 1s
Torch Pipelines CUDA Tests (controlnet)	9m 16s
Torch Pipelines CUDA Tests (flux)	4m 35s
Torch Pipelines CUDA Tests (controlnet_sd3)	3m 37s
Torch Pipelines CUDA Tests (controlnet_flux)	3m 30s
Torch Pipelines CUDA Tests (stable_diffusion)	5m 4s
Torch Pipelines CUDA Tests (stable_diffusion_2)	4m 48s
Torch Pipelines CUDA Tests (ip_adapters)	3m 4s
Torch Pipelines CUDA Tests (stable_diffusion_3)	3m 40s
Torch Pipelines CUDA Tests (stable_diffusion_xl)	3m 31s
	2h 7m 34s

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