pytorch

fc926d92 - fix operator level benchmark to have NHWC layout (#26577)

fix operator level benchmark to have NHWC layout (#26577) Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/26577 Have the NHWC layout expected by qconv kernel. for rexnext101-32x4d shapes Before : ``` Forward Execution Time (us) : 4787.046 Forward Execution Time (us) : 1320.065 Forward Execution Time (us) : 2611.631 Forward Execution Time (us) : 2562.389 Forward Execution Time (us) : 1072.342 Forward Execution Time (us) : 2330.658 Forward Execution Time (us) : 1894.549 Forward Execution Time (us) : 3446.532 Forward Execution Time (us) : 2381.251 Forward Execution Time (us) : 1157.339 Forward Execution Time (us) : 2712.621 Forward Execution Time (us) : 3789.905 Forward Execution Time (us) : 4057.886 Forward Execution Time (us) : 6104.570 Forward Execution Time (us) : 11328.552 Forward Execution Time (us) : 3707.519 Forward Execution Time (us) : 4681.272 Forward Execution Time (us) : 2459.266 Forward Execution Time (us) : 849.564 Forward Execution Time (us) : 3000.764 Forward Execution Time (us) : 3019.704 Forward Execution Time (us) : 5216.046 Forward Execution Time (us) : 3403.549 Forward Execution Time (us) : 1291.878 Forward Execution Time (us) : 2057.147 ``` After ``` Forward Execution Time (us) : 4398.649 Forward Execution Time (us) : 993.619 Forward Execution Time (us) : 2252.265 Forward Execution Time (us) : 2230.500 Forward Execution Time (us) : 977.389 Forward Execution Time (us) : 2233.356 Forward Execution Time (us) : 1223.085 Forward Execution Time (us) : 2758.765 Forward Execution Time (us) : 2208.028 Forward Execution Time (us) : 821.816 Forward Execution Time (us) : 2396.748 Forward Execution Time (us) : 2505.803 Forward Execution Time (us) : 2771.251 Forward Execution Time (us) : 4816.474 Forward Execution Time (us) : 10065.299 Forward Execution Time (us) : 2424.949 Forward Execution Time (us) : 3854.800 Forward Execution Time (us) : 2297.426 Forward Execution Time (us) : 682.403 Forward Execution Time (us) : 2297.541 Forward Execution Time (us) : 2317.828 Forward Execution Time (us) : 4517.372 Forward Execution Time (us) : 2716.691 Forward Execution Time (us) : 942.385 Forward Execution Time (us) : 1717.172 ``` ghstack-source-id: 90536232 Test Plan: buck build mode/opt caffe2/benchmarks/operator_benchmark/pt:qconv_test --show-output Differential Revision: D17512291 fbshipit-source-id: 7764b2ab38e0e8e0aab982006915176638004df6