Showing 1–20 of 66 results
/ Date/ Name
May 17, 2018Fixed-PSNR Lossy Compression for Scientific DataJun 24, 2021CEAZ: Accelerating Parallel I/O via Hardware-Algorithm Co-Designed Adaptive Lossy CompressionNov 20, 2020ClickTrain: Efficient and Accurate End-to-End Deep Learning Training via Fine-Grained Architecture-Preserving PruningOct 20, 2020Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU ArchitecturesApr 1, 2022TAC: Optimizing Error-Bounded Lossy Compression for Three-Dimensional Adaptive Mesh Refinement SimulationsJun 28, 2022H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP ArchitectureJun 12, 2017Z-checker: A Framework for Assessing Lossy Compression of Scientific DataApr 30, 2018Improving Performance of Iterative Methods by Lossy CheckpontingJul 5, 2024Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy CompressionJul 5, 2024A High-Quality Workflow for Multi-Resolution Scientific Data Reduction and VisualizationDec 9, 2023cuSZ-$i$: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level InterpolationNov 7, 2022TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker DecompositionApr 17, 2026cuNNQS-SCI: A Fully GPU-Accelerated Framework for High-Performance Configuration Interaction Selection with Neural Network Quantum StatesJul 19, 2020cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific DataMay 25, 2021Exploring Autoencoder-based Error-bounded Compression for Scientific DataJan 22, 2022Optimizing Huffman Decoding for Error-Bounded Lossy Compression on GPUsNov 1, 2022SOLAR: A Highly Optimized Data Loading Framework for Distributed Training of CNN-based Scientific SurrogatesApr 14, 2023HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUsSep 29, 2023Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi ProcessorsSep 29, 2023MEMQSim: Highly Memory-Efficient and Modularized Quantum State-Vector Simulation