Comment Are AI chips really that complex... (Score 1) 65
- No unpredictable conditional memory access patterns. It's mostly matrix operations which are very linear and predictable
- No complex shaders. It's primary multiplication and addition
- Extremely small and simple fixed functionality - just tensor operations. GPUs have to deal with many things like anisotropic filtering, texturing, z-buffering, rasterization, tesselation, anti-aliasing...
Besides the usual players, there are multiple companies developing AI chips, much more numerous than GPU companies. Many startups, but also many big players that develop AI chips for internal use: Tesla, Google, Amazon, Apple... IMO the current NVidia domination is not going to last.