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(WIP) feat(core): optimize pre-preprocessing inputs #266

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rebel-eunji wants to merge 25 commits intodevfrom
optimize-tensor
Open

(WIP) feat(core): optimize pre-preprocessing inputs #266
rebel-eunji wants to merge 25 commits intodevfrom
optimize-tensor

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🚀 Summary of Changes

This PR avoids excessive creation of torch.tensor objects by reusing allocated tensors.
It reduces the overhead of pre-processing.
Currently, it supports only V1.


📌 Related Issues / Tickets

  • Resolves #
  • Related to #

✅ Type of Change

  • ✨ Feature (feature)
  • [] 🧠 Model support (model)
  • 🧬 Core engine changes (core)
  • 🛠 Bug fix (bug-fix)
  • ⚙️ Performance improvement (perf)
  • 🔁 Refactor or code cleanup (refactor)
  • 📄 Documentation (docs)
  • ❓ Other (other): please describe

🧪 How to Test

  1. Run ...
  2. Verify output: ...
  3. Edge case tested: ...

📸 Screenshots / Logs (if applicable)


📋 Checklist

  • PR title follows Conventional Commits format
  • This PR is linked to an existing issue
  • The test method is described, and the expected result is clearly stated
  • Relevant documentation has been updated (if applicable)

💬 Notes


@rebel-eunji rebel-eunji self-assigned this Jan 12, 2026
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