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目标:最小化内存占用和内存分配调用(malloc 和 free 等)开销 约束:保证延迟服务等级协议(SLA) 优化策略: 缓存分配器(Cached Allocator):推理系统预先申请设备内存,构建推理系统的内存管理器,减少设备内存分配释放等 API 调用代价(例如,cudaFree调用可能阻塞它的调用者,直到所有GPU上所有先前排队的工作完成)。 预取(Pr...
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