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Remove SCF implicit nonpure mode (memory leak) - #272
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Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…xfail Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Forward solve detached; backward applies the implicit function theorem with an Anderson adjoint (dense fallback) that is itself a differentiable Function (double VJP). Parameters are the autograd leaves behind the stateless map. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
… from the SCF Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…e; example docstring Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…try guard, docs, tests) Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…ct xfail for a borderline full cell Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…p implementation, option warnings, deprecated aliases, formatting) Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…ut grad, map keeps only inputs, method=None, single adjoint tolerance default); drop CHANGELOG.md, limits in docstrings Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…es, fenergy vs full, Fermi derivative modes, KNOWN_FAILURES from measured grid Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…t of the implicit SCF map, drop removed mode from charge derivative test Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…it); borderline full q2 cell as known failure Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…es on older torch) Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…functorch wrappers in torch 2.4) Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…floor) Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Codecov Report❌ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## main #272 +/- ##
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+ Coverage 88.18% 88.38% +0.19%
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Files 216 215 -1
Lines 10671 10785 +114
Branches 1241 1241
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+ Hits 9410 9532 +122
Misses 902 902
+ Partials 359 351 -8 ☔ View full report in Codecov by Harness. 🚀 New features to boost your workflow:
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The implicit SCF mode is correct with autograd after grimme-lab#272 but does not run under torch.func transforms; the derivative with respect to refocc is wrong since grimme-lab#271; the batched eigensolver stall is fixed for the unrolled SCF. Report sections 6 (performance), 8 (inventory) and the appendix tables are still to be refreshed. The workload script now saves after every workload. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01J4doYYUUPZf74yA4gR3NQh
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