add spec for upsample_bicubic2d.default by rsdcastro · Pull Request #60 · meta-pytorch/FACTO

rsdcastro · 2026-01-31T00:17:41Z

Tested with calibrator (CPU) & through BackendBench (GPU).

$ PYTHONPATH=.:$PYTHONPATH python calibrator/runner.py upsample_bicubic2d.default 
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (1, 1, 8, 1)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (1, 1, 8, 1)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.505304137107811e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (1, 1, 8, 1)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (1, 1, 8, 1)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 1.4334410075929098e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 2, 5, 2)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 2, 5, 2)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 2, 5, 2)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 2, 5, 2)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (1, 4, 1, 7)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (1, 4, 1, 7)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 4.300087490710403e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (1, 4, 1, 7)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (1, 4, 1, 7)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt 2.9939365258403496e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (8, 5, 6, 6)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (8, 5, 6, 6)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.2701362386789258e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (8, 5, 6, 6)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.4796622716658808e+306', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (8, 5, 6, 6)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.4796622716658808e+306', 'ArgType.FloatOpt 2.621973847687587e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 3, 1, 1)', 'ArgType.Shape [1, 5]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 3, 1, 1)', 'ArgType.Shape [1, 5]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5.673219862492773e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 3, 1, 1)', 'ArgType.Shape [1, 5]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 3, 1, 1)', 'ArgType.Shape [1, 5]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 1.456426719207336e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 8, 4, 8)', 'ArgType.Shape [4, 5]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 8, 4, 8)', 'ArgType.Shape [4, 5]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 6.296539286695206e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 8, 4, 8)', 'ArgType.Shape [4, 5]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 8, 4, 8)', 'ArgType.Shape [4, 5]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 8.260428843692111e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (3, 8, 4, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (3, 8, 4, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.0678939077782394e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (3, 8, 4, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.5139908582301276e+308', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (3, 8, 4, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.5139908582301276e+308', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 8, 4, 8)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 8, 4, 8)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 8, 4, 8)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 8, 4, 8)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 1.9156730256467469e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (8, 8, 4, 8)', 'ArgType.Shape [3, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (8, 8, 4, 8)', 'ArgType.Shape [3, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (8, 8, 4, 8)', 'ArgType.Shape [3, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 6.353693243974786e+307', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (8, 8, 4, 8)', 'ArgType.Shape [3, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 6.353693243974786e+307', 'ArgType.FloatOpt 1.3744964535237671e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 1, 5)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 1, 5)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.0153843276740489e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 1, 5)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 1.7859052862130522e+308', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 1, 5)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 1.7859052862130522e+308', 'ArgType.FloatOpt 3.1976078800815554e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 3, 1, 5)', 'ArgType.Shape [3, 3]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 3, 1, 5)', 'ArgType.Shape [3, 3]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 9.445499848211981e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 3, 1, 5)', 'ArgType.Shape [3, 3]', 'ArgType.Bool False', 'ArgType.FloatOpt 2.5202445901069696e+307', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 3, 1, 5)', 'ArgType.Shape [3, 3]', 'ArgType.Bool False', 'ArgType.FloatOpt 2.5202445901069696e+307', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 4, 1, 5)', 'ArgType.Shape [8, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 4, 1, 5)', 'ArgType.Shape [8, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.3418386726265849e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 4, 1, 5)', 'ArgType.Shape [8, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.1338257152461385e+308', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 4, 1, 5)', 'ArgType.Shape [8, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.1338257152461385e+308', 'ArgType.FloatOpt 9.72388876403469e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 8, 1, 5)', 'ArgType.Shape [7, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 8, 1, 5)', 'ArgType.Shape [7, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 8, 1, 5)', 'ArgType.Shape [7, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 8, 1, 5)', 'ArgType.Shape [7, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt 4.5544655111245906e+306']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (4, 1, 1, 6)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (4, 1, 1, 6)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (4, 1, 1, 6)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5.4689406420634875e+305', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float64 (4, 1, 1, 6)', 'ArgType.Shape [3, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5.4689406420634875e+305', 'ArgType.FloatOpt 1.1048547250545484e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 1, 2, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 1, 2, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.0870313132754525e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 1, 2, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 1, 2, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 4.675437408521952e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 1, 4, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 1, 4, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 4.691700324344709e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 1, 4, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 1, 4, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 1.0593954438432767e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (4, 1, 8, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (4, 1, 8, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 2.2136799620353295e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (4, 1, 8, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.648800475341051e+308', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (4, 1, 8, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.648800475341051e+308', 'ArgType.FloatOpt 8.965420277799791e+305']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 1)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 1)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.404031779489157e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 1)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 1)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 4.2050959547976556e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 4)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 4)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.4921731657251315e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 4)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 4)', 'ArgType.Shape [8, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 1.7280165002251915e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 5)', 'ArgType.Shape [2, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 5)', 'ArgType.Shape [2, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 7.937235958734953e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 5)', 'ArgType.Shape [2, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (7, 1, 2, 5)', 'ArgType.Shape [2, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt 1.1304148199690392e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (7, 1, 2, 8)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 7, 7)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 7, 7)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 8.540520868887393e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 7, 7)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 7, 7)', 'ArgType.Shape [1, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 2.357280515340673e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt 1.3776409657041305e+308', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt 1.3776409657041305e+308', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [1, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt 4.1105590314788444e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.9965794760310877e+305', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.9965794760310877e+305', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [5, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [5, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [5, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [5, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 6.310996509220199e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [8, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [8, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.813971650908545e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [8, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [8, 8]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.1726234764222554e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 1]', 'ArgType.Bool True', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 6]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 8.241876217949696e+305']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 7]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 7]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 7]', 'ArgType.Bool False', 'ArgType.FloatOpt 3.55371014070969e+307', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 7]', 'ArgType.Bool False', 'ArgType.FloatOpt 3.55371014070969e+307', 'ArgType.FloatOpt 5.114115225014955e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
WARNING:root:Repeated meta_tuple ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
WARNING:root:Repeated meta_tuple ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (2, 8, 1, 6)', 'ArgType.Shape [4, 8]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (1, 1, 2, 8)', 'ArgType.Shape [1, 4]', 'ArgType.Bool True', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 1.0686031676309015e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 8.925913992508575e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 5e-324', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 6.583587197638688e+306', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 6.583587197638688e+306', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.3078880779351644e+308', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.3078880779351644e+308', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.bfloat16 (6, 1, 4, 2)', 'ArgType.Shape [8, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt inf', 'ArgType.FloatOpt 4.72084680335918e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.523606273022137e+306', 'ArgType.FloatOpt None']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 7.372965727688477e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt 1.5847154503047276e+308']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt None', 'ArgType.FloatOpt inf']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.523606273022137e+306', 'ArgType.FloatOpt 5e-324']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.523606273022137e+306', 'ArgType.FloatOpt 6.328864852464562e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.523606273022137e+306', 'ArgType.FloatOpt 8.415152064992898e+307']
Running op: upsample_bicubic2d.default, meta_tuple: ['ArgType.Tensor torch.float16 (4, 8, 5, 6)', 'ArgType.Shape [7, 1]', 'ArgType.Bool False', 'ArgType.FloatOpt 1.523606273022137e+306', 'ArgType.FloatOpt inf']
Device: cpu

SUCCESS

meta-codesync · 2026-02-06T23:47:09Z

@rsdcastro has imported this pull request. If you are a Meta employee, you can view this in D92574262.

meta-codesync · 2026-02-19T17:17:19Z

@rsdcastro merged this pull request in 28362b4.

add spec for upsample_bicubic2d.default

3aa568d

rsdcastro requested a review from manuelcandales January 31, 2026 00:17

meta-cla Bot added the CLA Signed This label is managed by the Meta Open Source bot. label Jan 31, 2026

Fix lint formatting issues

7e9dee3

manuelcandales approved these changes Feb 19, 2026

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meta-codesync Bot closed this in 28362b4 Feb 19, 2026

facebook-github-bot added the Merged label Feb 19, 2026

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add spec for upsample_bicubic2d.default - #60

add spec for upsample_bicubic2d.default#60
rsdcastro wants to merge 2 commits into
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rsdcastro:upsample_bicubic2d

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rsdcastro commented Jan 31, 2026

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