Lazy Training

التدريب الكسول

نظام تدريب تتحرك فيه معاملات الشبكة بمقدار ضئيل جداً عن قيم التهيئة بحيث تبقى نواة المماس العصبية ثابتة تقريباً. الشبكة تتصرف كنموذج خطي ولا تتعلم سمات جديدة.

A training regime where network parameters move negligibly from initialization, keeping the NTK approximately constant. The network behaves as a linear model and does not learn new features.

Also translated asالنظام الكسول، التدريب بالتخطيط

First appears in this corpus in: Neural Tangent Kernel: Convergence and Generalization in Neural Networks (2018)

Appears in these papers

Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer2022 in the sky ✦
Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer2022 in the sky ✦
Neural Tangent Kernel: Convergence and Generalization in Neural Networks2018 in the sky ✦