Update tutorials image to CUDA-12.6 (#3427) #4677

Job	Run time
pytorch_tutorial_build_worker (1, 15, linux.g5.12xlarge.nvidia.gpu)	15m 48s
pytorch_tutorial_build_worker (4, 15, linux.g5.4xlarge.nvidia.gpu)	15m 32s
pytorch_tutorial_build_worker (2, 15, linux.g5.4xlarge.nvidia.gpu)	41m 7s
pytorch_tutorial_build_worker (3, 15, linux.g5.4xlarge.nvidia.gpu)	22m 47s
pytorch_tutorial_build_worker (7, 15, linux.g5.4xlarge.nvidia.gpu)	17m 53s
pytorch_tutorial_build_worker (6, 15, linux.g5.4xlarge.nvidia.gpu)	20m 58s
pytorch_tutorial_build_worker (9, 15, linux.g5.4xlarge.nvidia.gpu)	19m 18s
pytorch_tutorial_build_worker (5, 15, linux.g5.4xlarge.nvidia.gpu)	24m 2s
pytorch_tutorial_build_worker (8, 15, linux.g5.4xlarge.nvidia.gpu)	17m 9s
pytorch_tutorial_build_worker (10, 15, linux.g5.4xlarge.nvidia.gpu)	27m 2s
pytorch_tutorial_build_worker (14, 15, linux.g5.4xlarge.nvidia.gpu)	20m 15s
pytorch_tutorial_build_worker (11, 15, linux.g5.4xlarge.nvidia.gpu)	23m 8s
pytorch_tutorial_build_worker (12, 15, linux.g5.4xlarge.nvidia.gpu)	29m 1s
pytorch_tutorial_build_worker (13, 15, linux.g5.4xlarge.nvidia.gpu)	23m 58s
pytorch_tutorial_build_worker (15, 15, linux.g5.4xlarge.nvidia.gpu)	25m 44s
pytorch_tutorial_build_manager	22m 42s
	6h 6m 24s

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