Summary

Upgrade trueno dependency from 0.8.9 to 0.9.0 to get CUDA-tile GPU optimizations.

Current Version

trueno = "0.8.9"

Target Version

trueno = "0.9.0"

New Features in v0.9.0

• TensorView: Structured memory view with shape/stride metadata for GPU buffers
• PartitionView: Tiling strategy for 16×16 GPU workgroup distribution
• Tiled Reduction: tiled_sum_2d, tiled_max_2d, tiled_min_2d algorithms
• ReduceOp trait: Custom reduction operations (SumOp, MaxOp, MinOp)
• Intel SDE Support: AVX-512 testing on non-AVX512 CPUs
• PTX Optimization Passes: FMA fusion (~33% instruction reduction)

Release Notes

https://github.com/paiml/trueno/releases/tag/v0.9.0

Migration

No breaking changes - drop-in upgrade.

cargo update -p trueno