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    46 repositories

    • uwsampl.github.io

      Public
      The UW SAMPL group's website.
      HTML
      •
      Other
      •19•4•4•0•Updated Nov 12, 2024Nov 12, 2024

    • vidur

      Public
      A large-scale simulation framework for LLM inference
      Python
      •
      MIT License
      •42•0•0•0•Updated Oct 10, 2024Oct 10, 2024

    • gpt-fast

      Public
      Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •515•1•0•0•Updated Oct 4, 2024Oct 4, 2024

    • egraphs-ai-experiments

      Public
      Rust
      •
      MIT License
      •0•3•0•0•Updated Jun 8, 2024Jun 8, 2024

    • churchroad-web-demo

      Public
      Rust
      •
      MIT License
      •0•0•0•0•Updated Apr 27, 2024Apr 27, 2024

    • LLMTest_NeedleInAHaystack

      Public
      Doing simple retrieval from LLM models at various context lengths to measure accuracy
      Jupyter Notebook
      •
      Other
      •162•0•0•0•Updated Apr 23, 2024Apr 23, 2024

    • yarn

      Public
      YaRN: Efficient Context Window Extension of Large Language Models
      Python
      •
      MIT License
      •118•0•0•0•Updated Apr 5, 2024Apr 5, 2024

    • yosys

      Public
      Yosys Open SYnthesis Suite
      C++
      •
      ISC License
      •894•1•2•1•Updated Feb 5, 2024Feb 5, 2024

    • 3la-evaluation

      Public
      Python
      •1•1•9•1•Updated Jan 15, 2024Jan 15, 2024

    • pytorch

      Public
      Dynamic tensor rematerialization, implemented as a pytorch fork
      C++
      •
      Other
      •2•6•7•8•Updated Nov 18, 2023Nov 18, 2023

    • 3la-tvm

      Public
      Fork of TVM for 3LA BYOC extensions
      Python
      •
      Apache License 2.0
      •0•1•0•6•Updated Nov 5, 2023Nov 5, 2023

    • 3la-ir-example

      Public
      Example showing the different stages of Relay and TVM IR for a single program.
      Python
      •1•2•0•3•Updated Aug 14, 2023Aug 14, 2023

    • tvm-custom-datatypes-notebook-example

      Public
      Jupyter Notebook
      •1•0•0•3•Updated Aug 14, 2023Aug 14, 2023

    • dtr-prototype

      Public
      Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
      Python
      •16•129•2•5•Updated Jul 6, 2023Jul 6, 2023

    • 2023-05-03-yosys-lakeroad-demo

      Public
      Demo of Yosys+Lakeroad integration for Yosys team.
      Dockerfile
      •0•0•0•0•Updated May 3, 2023May 3, 2023

    • SparseTIR

      Public
      SparseTIR: Sparse Tensor Compiler for Deep Learning
      sparsetensor-compilercompiler
      Python
      •
      Apache License 2.0
      •14•131•34•1•Updated Mar 31, 2023Mar 31, 2023

    • FlexGen

      Public
      Running large language models on a single GPU for throughput-oriented scenarios.
      Python
      •
      Apache License 2.0
      •548•0•0•0•Updated Mar 26, 2023Mar 26, 2023

    • sparsetir-artifact

      Public
      Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"
      artifact-evaluationasplos23
      Python
      •
      MIT License
      •6•23•0•0•Updated Feb 24, 2023Feb 24, 2023

    • marius

      Public
      Large scale graph learning on a single machine.
      C++
      •
      Apache License 2.0
      •45•0•0•0•Updated Nov 22, 2022Nov 22, 2022

    • calyx

      Public
      Intermediate Language (IL) for Hardware Accelerator Generators
      Rust
      •
      MIT License
      •52•0•0•0•Updated Nov 16, 2022Nov 16, 2022

    • dahlia

      Public
      Time-sensitive affine types for predictable hardware generation
      Scala
      •
      MIT License
      •8•0•0•0•Updated Nov 13, 2022Nov 13, 2022

    • f4pga-arch-defs

      Public
      FOSS architecture definitions of FPGA hardware useful for doing PnR device generation.
      Jupyter Notebook
      •
      ISC License
      •113•0•0•0•Updated Nov 3, 2022Nov 3, 2022

    • nexus

      Public
      C++
      •
      Other
      •22•82•3•1•Updated Sep 23, 2022Sep 23, 2022

    • calyx-evaluation

      Public
      Jupyter Notebook
      •3•0•0•0•Updated Sep 14, 2022Sep 14, 2022

    • skywater-pdk-libs-sky130_fd_sc_hd

      Public
      Verilog
      •
      Apache License 2.0
      •29•0•0•0•Updated Aug 24, 2022Aug 24, 2022

    • verilator-unisims

      Public
      This is mainly a simulation library of xilinx primitives that are verilator compatible.
      Verilog
      •14•1•0•0•Updated Jul 19, 2022Jul 19, 2022

    • SOFA

      Public
      SOFA (Skywater Opensource FPGAs) based on Skywater 130nm PDK and OpenFPGA
      Verilog
      •
      MIT License
      •28•0•0•0•Updated Jul 2, 2022Jul 2, 2022

    • circt

      Public
      Circuit IR Compilers and Tools
      C++
      •
      Other
      •299•0•0•0•Updated Jun 30, 2022Jun 30, 2022

    • relay-bench

      Public
      A repository containing examples and benchmarks for Relay.
      Python
      •
      Apache License 2.0
      •5•7•4•5•Updated May 26, 2022May 26, 2022

    • tenset

      Public
      Python
      •
      Apache License 2.0
      •32•0•0•0•Updated Aug 31, 2021Aug 31, 2021