4+3PhasesofCompute-OptimalNeuralScalingLaws

Neural Information Processing Systems 

Wefurthermore derive, with mathematical proof and extensive numerical evidence, the scalinglawexponents inallofthese phases, inparticular computing theoptimal modelparameter-count as a function of floating point operation budget.

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