V2EX single-precision

Single-precision

Definition|释义

单精度:在计算机中指一种浮点数精度规格,通常对应 32 位浮点数(float),可表示一定范围内的实数,但精度与可表示的有效数字位数有限(常见约 67 位十进制有效数字)。常用于图形渲染、机器学习与对速度/内存更敏感的计算场景。(也常与 double-precision“双精度”相对。)

Pronunciation|发音

/sl prsn/

Examples|例句

This model uses single-precision floats to save memory.
这个模型使用单精度浮点数来节省内存。

Although single-precision is faster on many GPUs, numerical errors can accumulate in long simulations unless you rescale or use mixed precision.
虽然单精度在许多 GPU 上更快,但在长时间仿真中数值误差可能会累积,除非进行缩放处理或使用混合精度。

Etymology|词源

single(单个的)+ precision(精度)构成,字面义为“单一的精度等级”。该术语在数值计算与计算机体系结构语境中普及,常与 IEEE 754 浮点标准的 binary32(32 位)格式对应,用来区分不同浮点格式带来的精度与范围差异。

Related Words|相关词

In Literature|文学作品中的用例

  • Numerical Recipes: The Art of Scientific Computing(《数值方法大全/数值计算的艺术》)中讨论了单精度与双精度对误差与稳定性的影响。
  • The C Programming Language(《C 程序设计语言》)在介绍 floatdouble 时常以单精度/双精度来说明存储与精度差异。
  • Computer Architecture: A Quantitative Approach(《计算机体系结构:量化研究方法》)涉及浮点表示与硬件实现时会对单精度格式进行说明。
  • CUDA C Programming Guide(《CUDA C 编程指南》)在 GPU 计算性能与精度权衡处频繁出现 single-precision 的讨论。
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