pytorch

ee557d8f - skip detectron2_fcos_r_50_fpn in dynamic shape test (#120697)

skip detectron2_fcos_r_50_fpn in dynamic shape test (#120697) As reported in https://github.com/pytorch/pytorch/issues/119434, `detectron2_fcos_r_50_fpn` failed with dynamic shape testing, we propose to skip the dynamic batch size testing of this model in this PR. * Error msg is ``` File "/home/jiayisun/pytorch/benchmarks/dynamo/common.py", line 3877, in run assert marked, f"nothing in example_inputs had a dim with {batch_size}" AssertionError: nothing in example_inputs had a dim with 4 ``` * Root Cause is Benchmark code will only annotate the inputs' dim as dynamic when its size equals to batch size https://github.com/pytorch/pytorch/blob/c617e7b4076a5f968f5827040a07b013e45cd0c6/benchmarks/dynamo/common.py#L3867-L3871. If it fails to find any dim equals to batch size, above error throws. However, the inputs of `detectron2_fcos_r_50_fpn` are as follows: ``` ([{'file_name': '/home/jiayisun/benchmark/torchbenchmark/data/.data/coco2017-minimal/coco/val2017/000000001268.jpg', 'height': 427, 'width': 640, 'image_id': 1268, 'image': tensor([[[147., 124., 82., ..., 3., 4., 5.], [125., 104., 65., ..., 3., 3., 4.], [ 87., 68., 34., ..., 2., 2., 2.], ..., [ 47., 45., 41., ..., 45., 45., 45.], [ 46., 44., 40., ..., 44., 45., 46.], [ 46., 44., 40., ..., 43., 45., 46.]], [[154., 129., 84., ..., 3., 4., 5.], [133., 110., 69., ..., 3., 3., 4.], [ 95., 76., 43., ..., 2., 2., 2.], ..., [ 44., 42., 38., ..., 34., 37., 39.], [ 43., 41., 37., ..., 35., 39., 41.], [ 43., 41., 37., ..., 35., 40., 43.]], [[171., 140., 85., ..., 3., 4., 5.], [147., 120., 71., ..., 3., 3., 4.], [103., 83., 47., ..., 2., 2., 2.], ..., [ 46., 44., 40., ..., 16., 20., 22.], [ 45., 43., 39., ..., 17., 22., 26.], [ 45., 43., 39., ..., 18., 24., 28.]]])}, ... ],) ``` None of the inputs' dim will equal to input batch size, so I think we may need to skip the dynamic batch size testing for this model. Pull Request resolved: https://github.com/pytorch/pytorch/pull/120697 Approved by: https://github.com/jgong5, https://github.com/leslie-fang-intel, https://github.com/desertfire