[pull] master from deepmodeling:master - #13
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<!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit * **New Features** * Added AdaMuon optimizer for PyTorch training with mixed 2D/1D parameter handling, batched orthogonalized updates, momentum and per-parameter state. * **Configuration** * New optimizer options: momentum, weight decay, Adam betas, lr adjustment modes and tuning coefficients; AdaMuon selectable as an optimizer. * **Tests** * Added comprehensive tests for orthogonalization, optimizer updates, bucketing, lr-adjust modes, weight decay, closure behavior, and state save/load. <sub>✏️ Tip: You can customize this high-level summary in your review settings.</sub> <!-- end of auto-generated comment: release notes by coderabbit.ai -->
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