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.
  ☆60Updated 4 months ago
• KULeuven-MICAS / zigzag
  HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators
  ☆151Updated last week
• arc-research-lab / CHARM
  CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture
  ☆147Updated this week
• maeri-project / FEATHER
  A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching
  ☆54Updated 3 months ago
• stonne-simulator / stonne
  STONNE: A Simulation Tool for Neural Networks Engines
  ☆133Updated last month
• PSAL-POSTECH / ONNXim
  ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference
  ☆132Updated 5 months ago
• casys-kaist / mNPUsim
  mNPUsim: A Cycle-accurate Multi-core NPU Simulator (IISWC 2023)
  ☆58Updated 7 months ago
• joaomiguelvieira / gem5-accel
  ☆9Updated last year
• zhaijw18 / mcpat-calib-public
  A RISC-V BOOM Microarchitecture Power Modeling Framework
  ☆26Updated 2 years ago
• georgia-tech-synergy-lab / SIGMA
  RTL implementation of Flex-DPE.
  ☆106Updated 5 years ago
• tancheng / CGRA-Flow
  CGRA-Flow is an integrated framework for CGRA compilation, exploration, synthesis, and development.
  ☆133Updated 3 weeks ago
• UIUC-ChenLab / ScaleHLS-HIDA
  ☆56Updated 3 months ago
• scalesim-project / scale-sim-v2
  Repository to host and maintain scale-sim-v2 code
  ☆315Updated 2 months ago
• hngenc / stellar
  ☆30Updated 8 months ago
• arkhadem / aim_simulator
  A simulator for SK hynix AiM PIM architecture based on Ramulator 2.0
  ☆27Updated 5 months ago
• Accelergy-Project / accelergy
  Accelergy is an energy estimation infrastructure for accelerator energy estimations
  ☆144Updated last month
• PrincetonUniversity / muchiSim
  Simulator framework for analysis of performance, energy consumption, area and cost of multi-node multi-chiplet tile-based manycore design…
  ☆68Updated last year
• cwfletcher / buffets
  Implementations of Buffets, which are efficient, composable idioms for implementing Explicit Decoupled Data Orchestration.
  ☆75Updated 6 years ago
• TeCSAR-UNCC / gem5-SALAM
  ☆92Updated last year
• diwu1990 / uSystolic-Sim
  A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.
  ☆79Updated 3 years ago
• ecolab-nus / morpher
  An Open-Source Tool for CGRA Accelerators
  ☆67Updated 3 months ago
• harvard-acc / smaug
  SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin
  ☆111Updated 2 years ago
• KULeuven-MICAS / DeFiNES
  A framework for fast exploration of the depth-first scheduling space for DNN accelerators
  ☆39Updated 2 years ago
• UCLA-VAST / AutoSA
  AutoSA: Polyhedral-Based Systolic Array Compiler
  ☆221Updated 2 years ago
• Accelergy-Project / timeloop-accelergy-exercises
  Exercises for exploring the Fibertree, Timeloop and Accelergy tools
  ☆98Updated 3 months ago
• linghaosong / Sextans
  An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).
  ☆80Updated 11 months ago
• sharc-lab / FPGA_ECE8893
  ☆35Updated 3 months ago
• cornell-zhang / HiSparse
  High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS
  ☆93Updated 9 months ago
• KULeuven-MICAS / stream
  Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.
  ☆54Updated last week
• pnnl / OpenCGRA
  OpenCGRA is an open-source framework for modeling, testing, and evaluating CGRAs.
  ☆154Updated 2 years ago