Fundamentals

• single precision floating point numbers have 1 sign bit, 8 exponent bits, 23 mantissa bits
• double precision have 1, 11, 52, respectively
• when truncating floating point numbers, round up if the truncated bit is 1, down otherwise
• relative error is absolute error divided by exact value

Handling Loss of Significance