conftrace_

embedding table

8 papers

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Co-occurring keywords · papers mentioning both

embedding compression (3) recommender system (3) model compression (3) deep learning recommendation model (2) recommendation system (2) stochastic weight quantization (1) adaptive precision (1) embedding table placement (1) cost network (1) cache hit rate (1)

Papers

Accelerating Neural Recommendation Training with Embedding Scheduling NSDI 2024 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023 Clustering the Sketch: Dynamic Compression for Embedding Tables NeurIPS 2023 Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023 Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models NSDI 2022 DreamShard: Generalizable Embedding Table Placement for Recommender Systems NeurIPS 2022 The trade-offs of model size in large recommendation models : 100GB to 10MB Criteo-tb DLRM model NeurIPS 2022 Learnable Embedding sizes for Recommender Systems ICLR 2021