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chore: merge Dependency Policy into Code Quality section in CLAUDE.md
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docs-overhaul story #65 completed, perf-transparent epic completed
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docs-overhaul story #65 completed, perf-transparent epic completed
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fix: remove stale VALIDATION.md references from README
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docs-overhaul: final cleanup — track docs/, remove stale files, verif…
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docs-overhaul: create 6 standalone examples for post-607 features
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docs-overhaul: README crate map/limitations, CHANGELOG + getting-star…
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docs-overhaul: README rewrite, ARCHITECTURE.md rewrite, example audit
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docs-overhaul: complete README and ARCHITECTURE audits (docs-readme.1…
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cycle 642: Conv2D reaches 54.8% peak — cuBLAS caching + Winograd F(4x4)
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cycle 642: Winograd batched GEMM — 3-5x speedup to 807 GFLOPS peak
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cycle 642: Winograd-as-GEMM design + direct conv 2.1-2.6x speedup
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cycle 642: conv2d baseline — 1.3-5.7% of peak, 14-15x improvement needed
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story #63 completed: ownership-memory verified and closed
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cycle 642: ownership-memory complete — tiered refs, borrow safety, re…
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cycle 642: borrow safety tests + register promotion analysis
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cycle 642: SharedRef/GlobalRef with inline PTX asm — tiered memory types
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cycle 642: GpuRef<'scope, T, Tier> design — SharedRef/GlobalRef types
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cycle 642: ownership-memory investigation — shared mem uses generic a…
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session complete: 6 stories (#57-62), 30+ tasks, all active work cleared
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story #62 completed: auto-tuning verified and closed
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cycle 642: auto-tuning shows 1.4x speedup on compute-bound kernel
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story #61 completed: transparent-data verified and closed
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cycle 642: GpuArray<T> integrated with kernel launch — 27 tests pass
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cycle 642: GpuArray<T> with lazy host-device transfer — 21 tests pass
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