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Fix torch svd #28770
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Fix torch svd #28770
Commits on Jun 20, 2024
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fixed the potentially wrong namedtuple definitions in the svd backend…
… functions, update the docstring of ivy.svd to mention the change of content of return when compute_uv is False, update svd's torch backend to only compute the necessary second component to be more efficient and the relevant docstring in ivy.svd as well
Jin Wang committedJun 20, 2024 Configuration menu - View commit details
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try to fix the blas_and_lapack_ops.py.svd with correct output namedtu…
…ple definition and behavior when compute_uv is false
Jin Wang committedJun 20, 2024 Configuration menu - View commit details
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try to fix the blas_and_lapack_ops.py.svd with correct output namedtu…
…ple definition and behavior when compute_uv is false
Jin Wang committedJun 20, 2024 Configuration menu - View commit details
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Commits on Jun 30, 2024
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replace the unimplemented tensor.mH used to the implemented adjoint, …
…fixed the wrong shape and dtype of return. Now there are somehow numerial difference between return of groundtruth torch.svd and ivy.svd
Jin Wang committedJun 30, 2024 Configuration menu - View commit details
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Commits on Jul 3, 2024
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update test of torch.blas_and_lapack_ops.svd to calculate the validit…
…y of result instead of matching values
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Jin Wang committed
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Jin Wang committed
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updated the test for torch.linalg.svd
Jin Wang committedJul 3, 2024 Configuration menu - View commit details
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find that jax.lax.linalg.svd has a argument "subset_by_index" missing
Jin Wang committedJul 3, 2024 Configuration menu - View commit details
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fixed the skipping torch svd tests according to suggestion, no longer…
… skipping
Jin Wang committedJul 3, 2024 Configuration menu - View commit details
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Commits on Jul 4, 2024
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tests are partially passing, though for torch backend, "RuntimeError:…
… Can't call numpy() on Tensor that requires grad. Use tensor.detach().numpy() instead. " happen
Jin Wang committedJul 4, 2024 Configuration menu - View commit details
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Commits on Jul 7, 2024
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fix test of numpy.linalg.decomposition.svd as it returns a svd object…
… instead of the normal tuple and apply the np.asarray(x) change over ivy.as_numpy in other tests, ensure the different return pattern (s,u,v tha u,s,v)from tensorflow and when comput_uv is false get handled in the tests. Now only dtype mismatches happens
Jin Wang committedJul 7, 2024 Configuration menu - View commit details
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Commits on Jul 14, 2024
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Commits on Jul 15, 2024
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now only torch backend of jax.numpy.linalg.svd is failing due to "Run…
…timeError: Can't call numpy() on Tensor that requires grad. Use tensor.detach().numpy() instead." when the test function calls np.asarray to the returned value
Jin Wang committedJul 15, 2024 Configuration menu - View commit details
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all tests for tesnorflow.linalg.svd are passing
Jin Wang committedJul 15, 2024 Configuration menu - View commit details
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Commits on Jul 16, 2024
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try to fix the two svd function in torch frontend, now the only probl…
…em is that the ground truth returns a ivy array with dtype the same as input, while the function returns a torch tensor with the torch version of that dtype.
Jin Wang committedJul 16, 2024 Configuration menu - View commit details
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applied the suggested fix to torch svd tests, they are all passing now
Jin Wang committedJul 16, 2024 Configuration menu - View commit details
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make namedtuple definition more simple as suggested
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tried to fix jax.lac.linalg.svd. p.s. there is no implementation of s…
…ubset_by_index parameter. tensorflow,torch and paddle backends are all failing due to significant value differences in only part of the reconstructed matrixes.
Jin Wang committedJul 16, 2024 Configuration menu - View commit details
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fixed jax.numpy.linalg.svd, all tests are passing, but jax.lax.linalg…
….svd produces significant difference with compute_uv=True (like flipped signs) in the reconstructed matrixes for all backends. I suspect that the decomposition of jax.lax.linalg.svd is different from other similiar functions
Jin Wang committedJul 16, 2024 Configuration menu - View commit details
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Commits on Jul 18, 2024
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fixing numpy.linalg.decompositions.svd
Jin Wang committedJul 18, 2024 Configuration menu - View commit details
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Commits on Jul 31, 2024
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Commits on Aug 12, 2024
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Commits on Aug 16, 2024
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fixed ivy_tests/test_ivy/test_frontends/test_torch/test_tensor.py::te…
…st_torch_svd, all tests passed
Jin Wang committedAug 16, 2024 Configuration menu - View commit details
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fixed ivy_tests/test_ivy/test_frontends/test_numpy/test_linalg/test_d…
…ecompositions.py::test_numpy_svd, though seems like using ivy.astype to convert type does not work at all
Jin Wang committedAug 16, 2024 Configuration menu - View commit details
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Commits on Aug 18, 2024
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Fixing ivy_tests/test_ivy/test_frontends/test_tensorflow/test_raw_ops…
….py::test_tensorflow_Svd, now the frontend somehow always return float64 nomatter input dtype
Jin Wang committedAug 18, 2024 Configuration menu - View commit details
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Commits on Aug 20, 2024
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fixed ivy_tests/test_ivy/test_frontends/test_jax/test_numpy/test_lina…
…lg.py::test_jax_svd
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fixing ivy_tests/test_ivy/test_frontends/test_tensorflow/test_raw_ops…
….py::test_tensorflow_Svd, though if input is complex number the results show large difference
Jin Wang committedAug 20, 2024 Configuration menu - View commit details
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Commits on Aug 22, 2024
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changed ivy_tests/test_ivy/test_frontends/test_torch/test_blas_and_la…
…pack_ops.py::test_torch_svd so that complex number inputs are also tested, they are passing
Jin Wang committedAug 22, 2024 Configuration menu - View commit details
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changed all the torch's test_torch_svd so that complex number inputs …
…are also tested, they are all passing
Jin Wang committedAug 22, 2024 Configuration menu - View commit details
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try to update torch and tensorflow's svd functions as they somehow re…
…turn fixed dtypes depending on if input is complex,
Jin Wang committedAug 22, 2024 Configuration menu - View commit details
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seems like should not use svdvals as it always return a not complex v…
…alue instead as the same as the input, but the documents shows that the S component will always be real, which is different from the groundtruth behavior shown in the, updated the jax svd tests to check for complex inputs
Jin Wang committedAug 22, 2024 Configuration menu - View commit details
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Commits on Aug 23, 2024
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fixed jax's svd to teat for complex input. though only jax.lax.linalg…
….svd fail for tensorflow backend due to significant and updated all relavent svd with more complex supported dtype
Jin Wang committedAug 23, 2024 Configuration menu - View commit details
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Commits on Aug 28, 2024
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Commits on Sep 3, 2024
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Commits on Sep 6, 2024
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Commits on Sep 28, 2024
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Commits on Sep 30, 2024
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