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That's quite a statement - what will replace GPUs for the ever increasing amount of ML work being done?
by chillydawg 9y ago
That's quite a statement - what will replace GPUs for the ever increasing amount of ML work being done?
- bitL 9y agoTPU-like chips; though they can be (partially) included on GPUs as well as is the case with the latest NVidia/AMD GPUs.
- shaklee3 9y agoThere's nothing special about the tpu. The latest gpus are adding identical hardware to the tpu, and the name "GPU" is a misnomer now since those cards are not even intended for graphics (no monitor out). Gpus will be around for a very long time, just not doing graphics.
- monocasa 9y agoYep. Simply the core idea of attacking memory latency with massive parrelization of in flight operations rather than large caches makes sense for a lot of different workloads, and that probably isn't going to change.