Skip to content

@hpdps-group HPDPS Lab

Change the repository type filter

All

    Repositories list

    29 repositories

    • SDP4Bit

      Public
      The official implementation of the paper "SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training".
      Python
      •
      Apache License 2.0
      •5•0•0•0•Updated Dec 25, 2024Dec 25, 2024

    • hipSZ

      Public
      A portable implementation of SZ lossy compression for AMD GPUs and Hygon DCUs.
      C++
      •
      Other
      •0•7•0•0•Updated Dec 21, 2024Dec 21, 2024

    • PhoenixOS

      Public
      Fast OS-level support for GPU checkpoint and restore
      C
      •
      Apache License 2.0
      •11•0•0•0•Updated Dec 20, 2024Dec 20, 2024

    • SC23-AMRIC

      Public
      Artifacts of SC'23 paper "AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications"
      C++
      •2•5•0•0•Updated Aug 5, 2024Aug 5, 2024

    • SC24-SOLAR

      Public
      Artifacts of SC'24 paper "A High-Performance Data Loading Framework for Distributed DNN Training with Remote Storage".
      Python
      •0•2•0•0•Updated Apr 11, 2024Apr 11, 2024

    • ICS23-GPULZ

      Public
      GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs
      gpulzsslossless-data-compression
      Cuda
      •1•14•0•0•Updated Mar 17, 2024Mar 17, 2024

    • FCBench

      Public
      FCBench: Benchmarking of Lossless Compression for Floating-Point Data
      C
      •0•2•1•0•Updated Feb 9, 2024Feb 9, 2024

    • EuroSys24-AsyncSchedule4IO

      Public
      Artifact of EuroSys'24 paper "Concealing Compression-accelerated I/O for HPC Applications through In Situ Task Scheduling"
      C
      •1•0•0•0•Updated Sep 30, 2023Sep 30, 2023

    • SC23-AMRIC-Image

      Public
      2•0•0•0•Updated Jun 24, 2023Jun 24, 2023

    • PPOPP23-TDC

      Public
      Cuda
      •2•5•2•0•Updated Jun 15, 2023Jun 15, 2023

    • HPDC22-TAC

      Public
      Artifacts of HPDC'22 paper "TAC: An error-bounded lossy compressor for high-dimensional adaptive mesh refinement (AMR) data"
      C++
      •1•1•0•0•Updated Apr 11, 2023Apr 11, 2023

    • ICS23-HEAT

      Public
      HEAT: A High-Performance Training System for Collaborative Filtering Based Recommendation on CPUs
      C++
      •1•1•0•0•Updated Apr 11, 2023Apr 11, 2023

    • PACT22-HBMax

      Public
      A C++ Library for Influence Maximization
      C++
      •
      Other
      •11•0•0•0•Updated Aug 23, 2022Aug 23, 2022

    • hbmax-pact

      Public
      Artifacts of PACT’22 paper “HBMAX: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures”
      C++
      •
      Other
      •0•1•0•0•Updated Aug 3, 2022Aug 3, 2022

    • VLDB22-COMET

      Public
      Artifacts of VLDB'22 paper "COMET: A Novel Memory-Efficient Deep Learning TrainingFramework by Using Error-Bounded Lossy Compression"
      C++
      •
      Other
      •2•9•1•0•Updated Aug 2, 2022Aug 2, 2022

    • SC22-HDF5-SZ

      Public
      HDF5 with SZ lossy compression
      C
      •
      Other
      •2•1•0•0•Updated Jul 21, 2022Jul 21, 2022

    • opthuffmancodec

      Public
      Highly optimized Huffman encoder and decoder
      Cuda
      •1•0•0•0•Updated Apr 14, 2022Apr 14, 2022

    • ICS21-ClickTrain

      Public
      PatternTrain: A Fast and Accurate Deep CNN Training Framework via Dynamic Fine-Grained Pattern-Based Pruning
      trainingdeep-learningdnnpruning
      Python
      •0•2•0•0•Updated Mar 1, 2022Mar 1, 2022

    • ipdps22-opthuffdec

      Public
      Artifacts of IPDPS '22 paper "Optimizing Huffman Decoding for Error-Bounded Lossy Compression on GPUs"
      C++
      •2•1•0•0•Updated Mar 1, 2022Mar 1, 2022

    • cuSZ

      Public
      A GPU accelerated error-bounded lossy compression for scientific data.
      Cuda
      •
      Other
      •28•3•0•0•Updated Feb 23, 2022Feb 23, 2022

    • flower

      Public
      Flower - A Friendly Federated Learning Framework
      Python
      •
      Apache License 2.0
      •924•0•0•0•Updated Oct 31, 2021Oct 31, 2021

    • IA-SpGEMM

      Public
      An Input-aware Auto-tuning Framework for Parallel Sparse Matrix-Matrix Multiplication
      C
      •16•1•0•0•Updated Aug 14, 2021Aug 14, 2021

    • kronmult

      Public
      C++
      •6•0•0•0•Updated May 12, 2021May 12, 2021

    • matGadgets

      Public
      Some gadgets implemented by Matlab.
      MATLAB
      •
      BSD 2-Clause "Simplified" License
      •0•0•0•0•Updated May 10, 2021May 10, 2021

    • SZ_HLS

      Public
      An implementation of SZ lossy compression in Vivado HLS for Xilinx FPGAs.
      C++
      •
      Other
      •2•0•0•0•Updated Jan 9, 2021Jan 9, 2021

    • precompiled-exolibs

      Public
      Precompiled nvcomp libraries wth different CUDA versions.
      Makefile
      •
      MIT License
      •1•0•0•0•Updated Jan 8, 2021Jan 8, 2021

    • LCFI

      Public
      LCFI is an LLVM based lossy compression fault injection tool modified from LLFI.
      C++
      •
      Other
      •2•0•0•0•Updated Nov 2, 2020Nov 2, 2020

    • HPDC19-DeepSZ

      Public
      DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression
      Python
      •
      Other
      •2•0•0•0•Updated Oct 7, 2020Oct 7, 2020

    • JPDC-TSM2X

      Public
      Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA
      Cuda
      •
      MIT License
      •11•0•0•0•Updated Jul 28, 2020Jul 28, 2020