Alternatives and similar repositories for ai-accelerators

Users that are interested in ai-accelerators are comparing it to the libraries listed below

• PSAL-POSTECH / ONNXim
  ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference
  ☆132Updated 5 months ago
• cornell-zhang / heterocl
  HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing
  ☆338Updated last year
• UCLA-VAST / AutoSA
  AutoSA: Polyhedral-Based Systolic Array Compiler
  ☆221Updated 2 years ago
• SJTU-ACA-Lab / blue-porcelain
  ☆145Updated last year
• NVlabs / timeloop
  Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.
  ☆406Updated this week
• UIUC-ChenLab / scalehls
  A scalable High-Level Synthesis framework on MLIR
  ☆265Updated last year
• Accelergy-Project / accelergy
  Accelergy is an energy estimation infrastructure for accelerator energy estimations
  ☆144Updated last month
• maestro-project / maestro
  An analytical cost model evaluating DNN mappings (dataflows and tiling).
  ☆218Updated last year
• arc-research-lab / CHARM
  CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture
  ☆147Updated this week
• cornell-zhang / allo
  Allo: A Programming Model for Composable Accelerator Design
  ☆242Updated last week
• scalesim-project / scale-sim-v2
  Repository to host and maintain scale-sim-v2 code
  ☆315Updated 2 months ago
• stonne-simulator / stonne
  STONNE: A Simulation Tool for Neural Networks Engines
  ☆133Updated 3 weeks ago
• sunxt99 / PIMCOMP-NN
  ☆65Updated 5 months ago
• Accelergy-Project / accelergy-timeloop-infrastructure
  Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop
  ☆54Updated 2 months ago
• PolyArch / dsa-framework
  Release of stream-specialization software/hardware stack.
  ☆122Updated 2 years ago
• xuanyoya / Interstellar-CNN-scheduler
  Tool for optimize CNN blocking
  ☆94Updated 5 years ago
• georgia-tech-synergy-lab / SIGMA
  RTL implementation of Flex-DPE.
  ☆106Updated 5 years ago
• apache / tvm-vta
  Open, Modular, Deep Learning Accelerator
  ☆295Updated last year
• KULeuven-MICAS / DeFiNES
  A framework for fast exploration of the depth-first scheduling space for DNN accelerators
  ☆39Updated 2 years ago
• makslevental / openhls
  PyTorch model to RTL flow for low latency inference
  ☆128Updated last year
• wangxy-2000 / pimsim-nn
  ☆52Updated last year
• pku-liang / TENET
  An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…
  ☆86Updated last year
• maestro-project / frame
  FRAME: Fast Roofline Analytical Modeling and Estimation
  ☆37Updated last year
• actlab-genesys / GeneSys
  An open-source parameterizable NPU generator with full-stack multi-target compilation stack for intelligent workloads.
  ☆60Updated 4 months ago
• accel-sim / accel-sim-framework
  This is the top-level repository for the Accel-Sim framework.
  ☆437Updated this week
• tissue3 / EyerissSimulator
  Eyeriss chip simulator
  ☆36Updated 5 years ago
• JunningWu / Learning-NVDLA-Notes
  NVDLA is an Open source DL/ML accelerator, which is very suitable for individuals or college students. This is the NOTES when I learn and…
  ☆228Updated 6 years ago
• ucb-bar / onnxruntime-riscv
  Fork of upstream onnxruntime focused on supporting risc-v accelerators
  ☆88Updated 2 years ago
• hatsu3 / Sanger
  ☆49Updated 3 years ago
• zeasa / nvdla-compiler
  ☆44Updated 5 years ago