conftrace_

low precision training

9 papers

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Co-occurring keywords

model compression (3302) low-precision training (16) quantized training (13) gradient accumulator (1) sgd iterate (1) numerical format (1) fixed point arithmetic (2) int8 training (1) edge device training (1) linear model (94)

Papers

Low Precision Local Training is Enough for Federated Learning NIPS 2024
Unit Scaling: Out-of-the-Box Low-Precision Training ICML 2023
Stable and low-precision training for large-scale vision-language models NIPS 2023
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021
Ultra-Low Precision 4-bit Training of Deep Neural Networks NIPS 2020
SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition JMLR 2019
SWALP : Stochastic Weight Averaging in Low Precision Training ICML 2019
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning ICML 2017
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NIPS 2017