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suppose one has an idea for a different architecture / functional form etc, assuming the receiving model is substantially smaller so that the dominant computati
by DoctorOetker 4y ago
suppose one has an idea for a different architecture / functional form etc, assuming the receiving model is substantially smaller so that the dominant computational cost is in the SD model, how long would effective knowledge distillation take on say a CPU?
- astrange 4y agoThat’s called teacher-student learning. It could still take weeks on a single machine easily, but renting more GPU time or getting free credits from somewhere is perfectly plausible.