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This PR adds a `compute_error` field to `TruncatedAlgorithm` and changes `eig_trunc!`, `eigh_trunc!`, and `svd_trunc!` (and their non-mutating counterparts) to accept an array `epsilon` as part of their arguments. The purpose of this is twofold: to make handling the truncation error easier in AD, and to avoid forcing GPU synchronization.
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Discussed on slack and decided to close this in favor of #116 |
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This PR adds a
compute_errorfield toTruncatedAlgorithmand changeseig_trunc!,eigh_trunc!, andsvd_trunc!(and their non-mutating counterparts) to accept an arrayepsilonas part of their arguments. The purpose of this is twofold: to make handling the truncation error easier in AD, and to avoid forcing GPU synchronization.First run at addressing #114
Remaining TODOs:
compute_errorinalgalso in the Chainrules AD rules