arithmetic intensity is

instruction-level parallelism (ILP) achieves: multiple operations per clock cycle

ILP = average number of instructions per clock cycle

Delay-line memory

CPU speed grows faster than memory speed

Flashbulb memory

Flashbulb memories are vivid but not always accurate

Matrix multiplication algorithm

Ever wondered how computers speed up multiplying huge numbers?

Dynamic random-access memory

DRAM requires periodic refreshing to maintain data integrity

quantization to INT8 doubles throughput

Quantization to INT8 doubles throughput because tensor cores process INT8 2x faster