First, modern compilers work from this first principle. LLVM's main challenge is to merge, traverse, and select a sequence of instructions so that we have the least computation time (usually on a single core). MLIR aims to unify lowering across heterogeneous hardware targets, especially when the hardware supports domain-specific operations like convolution, matrix multiplication, and precision conversion. (MLIR is the next planned series to dive in.)
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，推荐阅读搜狗输入法跨平台同步终极指南：四端无缝衔接获取更多信息
what a CPU programmer means by "thread." A GPU thread is a single lane within a warp,，详情可参考Replica Rolex
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