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    47 repositories

    • Minuet

      Public
      [EuroSys'24] Minuet: Accelerating 3D Sparse Convolutions on GPUs
      Cuda
      •
      Apache License 2.0
      •4•80•3•0•Updated Jun 7, 2024Jun 7, 2024

    • hfta

      Public
      Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion
      machine-learningdeep-learningneural-network
      machine-learningdeep-learningneural-networkgpupytorchtpuhardware-utilization
      Python
      •
      MIT License
      •11•32•6•1•Updated May 15, 2024May 15, 2024

    • Sylva

      Public
      0•0•0•0•Updated Apr 19, 2024Apr 19, 2024

    • Grape-MICRO56-Artifact

      Public
      This repository contains the source code for Grape.
      cudapytorchcuda-graph
      cudapytorchcuda-graph
      Python
      •1•6•0•0•Updated Sep 15, 2023Sep 15, 2023

    • hotline

      Public
      Python
      •
      Apache License 2.0
      •3•33•3•0•Updated Jun 6, 2023Jun 6, 2023

    • algorithmic-efficiency

      Public
      Python
      •
      Other
      •77•0•0•0•Updated May 29, 2023May 29, 2023

    • TensorComprehensions

      Public
      A domain specific language to express machine learning workloads.
      C++
      •
      Apache License 2.0
      •213•0•0•1•Updated Apr 28, 2023Apr 28, 2023

    • CSCD70

      Public
      CSCD70 Compiler Optimization
      compilerllvmuoft
      compilerllvmuoftcompiler-optimizationcompiler-optimization-passcscd70
      C++
      •66•261•0•0•Updated Apr 17, 2023Apr 17, 2023

    • Tempo

      Public
      Memory footprint reduction for transformer models
      Python
      •2•11•0•0•Updated Jan 24, 2023Jan 24, 2023

    • MXNet-GPU_Memory_Profiler

      Public
      Benchmarking using MXNet GPU Memory Profiler
      mxnetgpu-memory-profiler
      mxnetgpu-memory-profiler
      Python
      •2•3•1•1•Updated Nov 19, 2022Nov 19, 2022

    • tvm

      Public
      Open deep learning compiler stack for cpu, gpu and specialized accelerators
      Python
      •
      Apache License 2.0
      •3.9k•0•0•0•Updated Aug 26, 2022Aug 26, 2022

    • habitat-cu116

      Public
      Python
      •
      Apache License 2.0
      •1•0•1•0•Updated Aug 25, 2022Aug 25, 2022

    • apex

      Public
      A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.5k•0•0•0•Updated Aug 19, 2022Aug 19, 2022

    • GPU-Virtualization-Benchmarks

      Public
      HTML
      •1•5•0•0•Updated Aug 15, 2022Aug 15, 2022

    • DietCode

      Public
      DietCode Code Release
      tvmmachine-learning-compilerauto-scheduler
      tvmmachine-learning-compilerauto-scheduler
      Cuda
      •9•65•0•0•Updated Jul 21, 2022Jul 21, 2022

    • skyline

      Public archive
      🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.
      machine-learningdeep-neural-networksdeep-learning
      machine-learningdeep-neural-networksdeep-learningneural-network
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated May 18, 2022May 18, 2022

    • tensorflow

      Public
      An Open Source Machine Learning Framework for Everyone
      C++
      •
      Apache License 2.0
      •75k•0•0•0•Updated May 17, 2022May 17, 2022

    • incubator-mxnet

      Public
      Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascrip…
      mxnet
      mxnet
      C++
      •
      Apache License 2.0
      •6.7k•0•0•0•Updated May 17, 2022May 17, 2022

    • cache-trace

      Public
      A collection of Twitter's anonymized production cache traces.
      Shell
      •
      Creative Commons Attribution 4.0 International
      •37•0•0•0•Updated Dec 13, 2021Dec 13, 2021

    • brax

      Public
      Massively parallel rigidbody physics simulation on accelerator hardware.
      Jupyter Notebook
      •
      Apache License 2.0
      •338•0•0•0•Updated Nov 17, 2021Nov 17, 2021

    • jaxviz

      Public
      Rich interactive visualization of Jax and XLA computational graph IRs.
      Python
      •1•0•0•0•Updated Jul 24, 2021Jul 24, 2021

    • jaxviz-dump

      Public
      Some results of visualizing jax
      HTML
      •1•0•0•0•Updated Jul 16, 2021Jul 16, 2021

    • BPPSA-open

      Public
      The (open-source part of) code to reproduce "BPPSA: Scaling Back-propagation by Parallel Scan Algorithm".
      Python
      •
      MIT License
      •1•13•1•0•Updated Jun 7, 2021Jun 7, 2021

    • MoIL

      Public
      MoIL: Enabling Efficient Incremental Training on Edge Devices
      Apache License 2.0
      •0•2•0•0•Updated May 1, 2021May 1, 2021

    • rlscope

      Public
      RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads
      cpureinforcement-learningprofiler
      cpureinforcement-learningprofilergpucudanvidia
      Python
      •
      Apache License 2.0
      •1•48•1•0•Updated Apr 7, 2021Apr 7, 2021

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      C++
      •
      Other
      •28k•0•0•0•Updated Apr 7, 2021Apr 7, 2021

    • rlscope_stable-baselines

      Public
      Fork of https://github.com/hill-a/stable-baselines with RL-Scope annotations added.
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 4, 2021Feb 4, 2021

    • rlscope_rl-baselines-zoo

      Public
      Fork of https://github.com/araffin/rl-baselines-zoo with RL-Scope annotations added.
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 4, 2021Feb 4, 2021

    • rlscope_ReAgent

      Public
      Fork of https://github.com/facebookresearch/ReAgent with RL-Scope annotations added.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Feb 4, 2021Feb 4, 2021

    • rlscope_agents

      Public
      Fork of https://github.com/tensorflow/agents with RL-Scope annotations added.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Feb 4, 2021Feb 4, 2021
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