add specs for svd.default and linalg_svd.default by rsdcastro · Pull Request #58 · meta-pytorch/FACTO

rsdcastro · 2026-01-30T23:51:29Z

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

$ PYTHONPATH=.:$PYTHONPATH python calibrator/runner.py svd.default 
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (3, 6, 0, 1, 8, 4)', 'ArgType.Bool False', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 3, 0)', 'ArgType.Bool False', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 8)', 'ArgType.Bool True', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (5, 7, 0)', 'ArgType.Bool False', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 0, 0, 4)', 'ArgType.Bool True', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 8, 3, 2, 6, 6)', 'ArgType.Bool False', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 1, 1)', 'ArgType.Bool False', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (5, 1, 1)', 'ArgType.Bool True', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (7, 1, 1)', 'ArgType.Bool False', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 1, 1)', 'ArgType.Bool True', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 0, 3)', 'ArgType.Bool True', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 2, 3)', 'ArgType.Bool True', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 3, 3)', 'ArgType.Bool False', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 8, 3)', 'ArgType.Bool False', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 3, 0)', 'ArgType.Bool True', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 3, 3)', 'ArgType.Bool True', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 3, 4)', 'ArgType.Bool True', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 3, 8)', 'ArgType.Bool False', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 2, 4, 4, 4)', 'ArgType.Bool True', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 2)', 'ArgType.Bool False', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 2)', 'ArgType.Bool True', 'ArgType.Bool True']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (5, 1, 4, 4, 0)', 'ArgType.Bool False', 'ArgType.Bool False']
Running op: svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (5, 1, 4, 4, 0)', 'ArgType.Bool False', 'ArgType.Bool True']
Device: cpu

SUCCESS

$ PYTHONPATH=.:$PYTHONPATH python calibrator/runner.py linalg_svd.default --devices cuda
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (3, 6, 0, 1, 2, 5)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (3, 6, 0, 1, 2, 5)', 'ArgType.Bool True', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 4, 1)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 4, 1)', 'ArgType.Bool False', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 6)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 6)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 1, 3)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 1, 3)', 'ArgType.Bool False', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (6, 0, 4, 8)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (6, 0, 4, 8)', 'ArgType.Bool False', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 7, 0, 1, 6, 8)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 7, 0, 1, 6, 8)', 'ArgType.Bool False', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 1, 4)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 1, 4)', 'ArgType.Bool False', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 7, 3, 1, 4)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 7, 3, 1, 4)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 7, 3, 1, 4)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (7, 7, 3, 1, 4)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 7, 3, 1, 4)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (8, 7, 3, 1, 4)', 'ArgType.Bool False', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 0, 4, 1, 8)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 0, 4, 1, 8)', 'ArgType.Bool True', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 1, 4, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 1, 4, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 6, 4, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 6, 4, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 8, 4, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 8, 4, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (5, 2, 0, 6, 6)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (5, 2, 0, 6, 6)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (5, 2, 3, 6, 6)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (5, 2, 3, 6, 6)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (5, 2, 4, 6, 6)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (5, 2, 4, 6, 6)', 'ArgType.Bool False', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (5, 2, 8, 6, 6)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (5, 2, 8, 6, 6)', 'ArgType.Bool False', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 7, 3, 1, 5)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (0, 7, 3, 1, 5)', 'ArgType.Bool False', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 2, 5)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 2, 5)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 3, 5)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 3, 5)', 'ArgType.Bool True', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 8, 5)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (0, 7, 3, 8, 5)', 'ArgType.Bool True', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 1)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 1)', 'ArgType.Bool True', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 2)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 2)', 'ArgType.Bool True', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 5)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 5)', 'ArgType.Bool True', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 8)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (4, 8, 4, 6, 8)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (6, 6, 1, 1, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (6, 6, 1, 1, 1, 8)', 'ArgType.Bool False', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 1, 4)', 'ArgType.Bool False', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 1, 4)', 'ArgType.Bool False', 'ArgType.StringOpt gesvdj']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 1, 4)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float32 (8, 1, 4)', 'ArgType.Bool True', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 8, 5, 7, 8, 2)', 'ArgType.Bool True', 'ArgType.StringOpt None']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 8, 5, 7, 8, 2)', 'ArgType.Bool True', 'ArgType.StringOpt gesvd']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 8, 5, 7, 8, 2)', 'ArgType.Bool True', 'ArgType.StringOpt gesvda']
Running op: linalg_svd.default, meta_tuple: ['ArgType.Tensor torch.float64 (1, 8, 5, 7, 8, 2)', 'ArgType.Bool True', 'ArgType.StringOpt gesvdj']
Device: cuda

SUCCESS

meta-codesync · 2026-02-06T23:42:50Z

@rsdcastro has imported this pull request. If you are a Meta employee, you can view this in D92573629.

meta-codesync · 2026-02-20T03:49:16Z

@rsdcastro merged this pull request in 0edb785.

add specs for svd.default and linalg_svd.default

1977755

rsdcastro requested a review from manuelcandales January 30, 2026 23:51

meta-cla Bot added the CLA Signed This label is managed by the Meta Open Source bot. label Jan 30, 2026

Fix lint formatting issues

805b061

manuelcandales approved these changes Feb 19, 2026

View reviewed changes

meta-codesync Bot closed this in 0edb785 Feb 20, 2026

facebook-github-bot added the Merged label Feb 20, 2026

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add specs for svd.default and linalg_svd.default - #58

add specs for svd.default and linalg_svd.default#58
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rsdcastro commented Jan 30, 2026

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