Aug 27, 2025 · Fundamentals

Why Fixed‑Point vs Floating‑Point Matters: Inside the New FP8 Formats

This article explains how integers and decimals are stored using fixed‑point and floating‑point representations, introduces the 8‑bit FP8 formats (E4M3 and E5M2) used in modern AI hardware, and traces the evolution from classic FP32/FP64 to the latest ultra‑compact numeric types.

AI hardwareFP8Fixed-Point

0 likes · 8 min read

Why Fixed‑Point vs Floating‑Point Matters: Inside the New FP8 Formats

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Sep 1, 2023 · Fundamentals

Understanding Floating-Point Representation, Issues, and Solutions

This article explains how floating‑point numbers are represented in computers using IEEE‑754, illustrates conversion from decimal to binary, describes single‑ and double‑precision formats, outlines common precision, rounding, comparison, overflow, and associativity problems, and presents practical solutions such as high‑precision decimal types, integer scaling, and specialized libraries.

DecimalIEEE754Software Testing

0 likes · 9 min read

Understanding Floating-Point Representation, Issues, and Solutions