NMP-QAT enables neuron-level adaptive mixed-precision quantization-aware training via differentiable surrogates, achieving superior compression-accuracy trade-offs on telecom and tabular datasets.
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Scale When Needed: Adaptive Neuron-level Mixed Precision Quantization Aware Training
NMP-QAT enables neuron-level adaptive mixed-precision quantization-aware training via differentiable surrogates, achieving superior compression-accuracy trade-offs on telecom and tabular datasets.