March 2025 monthly summary for ROCm/aiter focused on delivering a high-impact feature to support multi-dimensional inputs in TunedGemm, expanding batched GEMM capabilities and improving input reshaping reliability across varying batch dimensions. No major bugs fixed this month. The work enhances flexibility for workloads with 3+ dimensional tensors and reduces downstream manual adjustments, contributing to broader model scalability and performance readiness.