What is TOPS?
Trillions of operations per second, a performance figure for AI accelerators, usually a theoretical peak counted at low precision.
Field: AI Hardware & Software Stack
TOPS in the explanations
TOPS (trillions of operations per second) is the theoretical figure with every unit busy all the time, usually counted at INT8 or lower and sometimes assuming sparsity.
What should be kept in mind about AI accelerator performanc…Manual use tops out at about four or five variables; beyond that, the Quine-McCluskey method or synthesis-tool algorithms are used.
What is the main use of a Karnaugh map?Performance is quoted in TOPS (trillions of operations per second), and NPUs are spreading into PC SoCs.
Which dedicated circuit is built into smartphone SoCs and s…
Questions that mention TOPS (5)
- What should be kept in mind about AI accelerator performance figures quoted as "XX TOPS"?
- What is the main use of a Karnaugh map?
- Which dedicated circuit is built into smartphone SoCs and similar chips to perform AI inference quickly and with low power?
- In regions where the impurity concentration far exceeds the intrinsic carrier density, the diffusion coefficient of arsenic and others varies with concentration. Which statement about this is correct?
- In exposure areas using chemically amplified resists, why are basic molecular contaminants such as ammonia and amines controlled especially strictly?
Related terms
INT8 Karnaugh map Truth table AI inference NPU (neural processing unit) Intrinsic carrier density Fermi level AI compiler All-reduce Arithmetic intensity