Here are common examples you'll run into across the difficulty levels:
Марина Совина (ночной редактор)，更多细节参见safew
No pointer arithmetic. In Triton, loading a tile meant computing a 2D grid of memory addresses: A_ptr + offs_row[:, None] * stride + offs_col[None, :]. In JAX, it’s q[q_safe, :] — normal array indexing. The compiler figures out the memory access pattern. This is the biggest readability win.，更多细节参见手游
（1）华铂再生100%股权交易对价是14.15亿元。