🏗️ Show & Tell: Phase 43.1 — SearchSpaceDesigner

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🏗️ Phase 43.1 — SearchSpaceDesigner: Show & Tell

Share your implementations, experiments, and insights on neural architecture search space design!

Topics for Discussion

• Operation set design — Which operations to include in NAS search spaces
• Cell-based vs. macro search — Trade-offs in search space granularity
• Continuous relaxation — Encoding architectures for differentiable search
• Hardware-aware constraints — Latency tables and complexity budgets
• Search space reduction — Pruning invalid or redundant architectures

Key References

• Zoph & Le (2017) — Original NAS search space design
• Liu et al. (2019) — DARTS cell-based search space
• Cai et al. (2019) — ProxylessNAS hardware-aware spaces

Related

• Issue: 🏗️ Phase 43.1 — SearchSpaceDesigner: Neural Architecture Search Space Definition #857
• Planning: 📋 Phase 43 Planning — Automated Machine Learning (AutoML) & Neural Architecture Search #856