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Update torchao to 0.5.0 and fix GPU quantization tutorial (#3069) #3034

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Update torchao to 0.5.0 and fix GPU quantization tutorial (#3069)

Update torchao to 0.5.0 and fix GPU quantization tutorial (#3069) #3034

Run time

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Job Run time
pytorch_tutorial_build_worker (1, 15, linux.g5.12xlarge.nvidia.gpu)
15m 59s
pytorch_tutorial_build_worker (2, 15, linux.g5.4xlarge.nvidia.gpu)
51m 56s
pytorch_tutorial_build_worker (3, 15, linux.g5.4xlarge.nvidia.gpu)
20m 17s
pytorch_tutorial_build_worker (4, 15, linux.g5.4xlarge.nvidia.gpu)
31m 1s
pytorch_tutorial_build_worker (5, 15, linux.g5.4xlarge.nvidia.gpu)
20m 51s
pytorch_tutorial_build_worker (6, 15, linux.g5.4xlarge.nvidia.gpu)
18m 34s
pytorch_tutorial_build_worker (7, 15, linux.4xlarge.nvidia.gpu)
18m 11s
pytorch_tutorial_build_worker (8, 15, linux.4xlarge.nvidia.gpu)
17m 57s
pytorch_tutorial_build_worker (9, 15, linux.4xlarge.nvidia.gpu)
31m 23s
pytorch_tutorial_build_worker (10, 15, linux.4xlarge.nvidia.gpu)
25m 40s
pytorch_tutorial_build_worker (11, 15, linux.4xlarge.nvidia.gpu)
39m 45s
pytorch_tutorial_build_worker (12, 15, linux.4xlarge.nvidia.gpu)
20m 7s
pytorch_tutorial_build_worker (13, 15, linux.4xlarge.nvidia.gpu)
19m 42s
pytorch_tutorial_build_worker (14, 15, linux.4xlarge.nvidia.gpu)
12m 49s
pytorch_tutorial_build_worker (15, 15, linux.4xlarge.nvidia.gpu)
19m 26s
pytorch_tutorial_build_manager
20m 5s
6h 23m 43s