conftrace_

memory optimization

114 papers

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Co-occurring keywords

model compression (3302) large language model (13587) memory efficiency (261) kv cache (74) inference optimization (219) inference efficiency (248) efficient inference (233) edge computing (210) deep neural network (1803) efficient computing (781)

Papers

Stable and expressive recurrent vision models NIPS 2020
Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020
RNNs can generate bounded hierarchical languages with optimal memory EMNLP 2020
MCUNet: Tiny Deep Learning on IoT Devices NIPS 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020
Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications ICML 2019
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NIPS 2019
Efficient Rematerialization for Deep Networks NIPS 2019
Compressing Gradient Optimizers via Count-Sketches ICML 2019
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2018 EMNLP 2018
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR 2018
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NIPS 2017
Memory-Efficient Backpropagation Through Time NIPS 2016
Offline Mobile Instance Retrieval with a Small Memory Footprint ICCV 2013