conftrace_

gradient checkpointing

9 papers

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Co-occurring keywords · papers mentioning both

memory efficiency (5) memory optimization (3) large language model (2) model training (2) deep neural network (2) model compression (2) mixed precision training (1) audio quality (1) feature matching loss (1) vocabulary embedding (1)

Papers

Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025 DITTO: Diffusion Inference-Time T-Optimization for Music Generation ICML 2024 A fast heuristic to optimize time-space tradeoff for large models NeurIPS 2023 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning NeurIPS 2022 Survey on Efficient Training of Large Neural Networks IJCAI 2022 Efficient Combination of Rematerialization and Offloading for Training DNNs NeurIPS 2021 Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs CVPR 2021 Backprop with Approximate Activations for Memory-efficient Network Training NeurIPS 2019