feat(ws1): NativeEmbeddingOp pure-PyTorch ground-truth reference + numerical contract tests#169

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Commits on Jun 22, 2026

feat(ws1): add NativeEmbeddingOp pure-PyTorch reference
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fix(ws1): gather embedding in native dtype to avoid full-table fp32 copy
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