Update requirements.txt to torch2_8 (#3502) #5037

Job	Run time
pytorch_tutorial_build_worker (1, 15, linux.g5.12xlarge.nvidia.gpu)	16m 13s
pytorch_tutorial_build_worker (2, 15, linux.g5.4xlarge.nvidia.gpu)	25m 53s
pytorch_tutorial_build_worker (6, 15, linux.g5.4xlarge.nvidia.gpu)	25m 11s
pytorch_tutorial_build_worker (4, 15, linux.g5.4xlarge.nvidia.gpu)	32m 27s
pytorch_tutorial_build_worker (5, 15, linux.g5.4xlarge.nvidia.gpu)	24m 2s
pytorch_tutorial_build_worker (13, 15, linux.g5.4xlarge.nvidia.gpu)	16m 44s
pytorch_tutorial_build_worker (7, 15, linux.g5.4xlarge.nvidia.gpu)	35m 14s
pytorch_tutorial_build_worker (3, 15, linux.g5.4xlarge.nvidia.gpu)	25m 4s
pytorch_tutorial_build_worker (11, 15, linux.g5.4xlarge.nvidia.gpu)	15m 27s
pytorch_tutorial_build_worker (14, 15, linux.g5.4xlarge.nvidia.gpu)	29m 31s
pytorch_tutorial_build_worker (12, 15, linux.g5.4xlarge.nvidia.gpu)	17m 17s
pytorch_tutorial_build_worker (15, 15, linux.g5.4xlarge.nvidia.gpu)	20m 23s
pytorch_tutorial_build_worker (9, 15, linux.g5.4xlarge.nvidia.gpu)	20m 52s
pytorch_tutorial_build_worker (10, 15, linux.g5.4xlarge.nvidia.gpu)	27m 18s
pytorch_tutorial_build_worker (8, 15, linux.g5.4xlarge.nvidia.gpu)	25m 29s
pytorch_tutorial_build_manager	0s
	5h 57m 5s

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