Alternatives and similar repositories for ML-Accelerators

Users that are interested in ML-Accelerators are comparing it to the libraries listed below

• actlab-genesys / GeneSys
  An open-source parameterizable NPU generator with full-stack multi-target compilation stack for intelligent workloads.
  ☆72Updated 4 months ago
• maeri-project / FEATHER
  A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching
  ☆74Updated 3 months ago
• arc-research-lab / CHARM
  CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture
  ☆162Updated this week
• PSAL-POSTECH / ONNXim
  ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference
  ☆185Updated last month
• PrincetonUniversity / muchiSim
  Simulator framework for analysis of performance, energy consumption, area and cost of multi-node multi-chiplet tile-based manycore design…
  ☆75Updated last year
• zhaijw18 / mcpat-calib-public
  A RISC-V BOOM Microarchitecture Power Modeling Framework
  ☆31Updated 2 years ago
• casys-kaist / mNPUsim
  mNPUsim: A Cycle-accurate Multi-core NPU Simulator (IISWC 2023)
  ☆71Updated last month
• harvard-acc / smaug
  SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin
  ☆114Updated 3 years ago
• stonne-simulator / stonne
  STONNE: A Simulation Tool for Neural Networks Engines
  ☆145Updated 7 months ago
• KULeuven-MICAS / zigzag
  HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators
  ☆181Updated 2 weeks ago
• VCA-EPFL / FSA
  FSA: Fusing FlashAttention within a Single Systolic Array
  ☆86Updated 5 months ago
• tancheng / CGRA-Flow
  CGRA-Flow is an integrated framework for CGRA compilation, exploration, synthesis, and development.
  ☆152Updated last week
• KULeuven-MICAS / stream
  Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.
  ☆64Updated 7 months ago
• UIUC-ChenLab / ScaleHLS-HIDA
  ☆62Updated 10 months ago
• harvard-acc / gem5-aladdin
  End-to-end SoC simulation: integrating the gem5 system simulator with the Aladdin accelerator simulator.
  ☆256Updated 3 years ago
• georgia-tech-synergy-lab / SIGMA
  RTL implementation of Flex-DPE.
  ☆115Updated 5 years ago
• pku-dasys / pillars
  An integrated CGRA design framework
  ☆91Updated 10 months ago
• Accelergy-Project / accelergy
  Accelergy is an energy estimation infrastructure for accelerator energy estimations
  ☆155Updated 8 months ago
• ecolab-nus / morpher
  An Open-Source Tool for CGRA Accelerators
  ☆82Updated 4 months ago
• UCLA-VAST / AutoSA
  AutoSA: Polyhedral-Based Systolic Array Compiler
  ☆236Updated 3 years ago
• kachris / survey_HA_LLM
  A survey on Hardware Accelerated LLMs
  ☆61Updated last year
• scalesim-project / SCALE-Sim
  Repository to host and maintain SCALE-Sim code
  ☆411Updated this week
• gem5bootcamp / 2024
  Materials, slides, and workspace for the gem5 bootcamp 2024
  ☆49Updated 2 weeks ago
• cwfletcher / buffets
  Implementations of Buffets, which are efficient, composable idioms for implementing Explicit Decoupled Data Orchestration.
  ☆82Updated 6 years ago
• hngenc / stellar
  ☆33Updated last year
• joaomiguelvieira / gem5-accel
  ☆16Updated 2 years ago
• NamanMakkar / ECE5545-ML-Hardware-Systems
  This repo contains the Assignments from Cornell Tech's ECE 5545 - Machine Learning Hardware and Systems offered in Spring 2023
  ☆41Updated 2 years ago
• PSAL-POSTECH / PyTorchSim
  PyTorchSim is a Comprehensive, Fast, and Accurate NPU Simulation Framework
  ☆89Updated this week
• PolyArch / dsa-framework
  Release of stream-specialization software/hardware stack.
  ☆121Updated 2 years ago
• UCLA-VAST / tapa
  TAPA compiles task-parallel HLS program into high-performance FPGA accelerators. UCLA-maintained.
  ☆180Updated 5 months ago