Alternatives and similar repositories for SONIC

Users that are interested in SONIC are comparing it to the libraries listed below

• stanford-mast / nn_dataflow
  Explore the energy-efficient dataflow scheduling for neural networks.
  ☆225Updated 4 years ago
• Accelergy-Project / accelergy
  Accelergy is an energy estimation infrastructure for accelerator energy estimations
  ☆144Updated last month
• xuanyoya / Interstellar-CNN-scheduler
  Tool for optimize CNN blocking
  ☆94Updated 5 years ago
• maestro-project / maestro
  An analytical cost model evaluating DNN mappings (dataflows and tiling).
  ☆218Updated last year
• ARM-software / SCALE-Sim
  ☆355Updated 2 years ago
• EEESlab / CMix-NN
  CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
  ☆43Updated 5 years ago
• harvard-acc / smaug
  SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin
  ☆111Updated 2 years ago
• stonne-simulator / stonne
  STONNE: A Simulation Tool for Neural Networks Engines
  ☆133Updated last month
• georgia-tech-synergy-lab / SIGMA
  RTL implementation of Flex-DPE.
  ☆106Updated 5 years ago
• mlcommons / tiny
  MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
  ☆415Updated last week
• scalesim-project / scale-sim-v2
  Repository to host and maintain scale-sim-v2 code
  ☆315Updated 2 months ago
• hsharma35 / bitfusion
  Simulator for BitFusion
  ☆100Updated 4 years ago
• harvard-acc / ALADDIN
  A pre-RTL, power-performance model for fixed-function accelerators
  ☆177Updated last year
• awai54st / Enabling-Binary-Neural-Network-Training-on-the-Edge
  ☆18Updated 3 years ago
• alugupta / ares
  Ares: A framework for quantifying the resilience of deep neural networks
  ☆37Updated 5 years ago
• eml-eda / match
  ☆24Updated 3 weeks ago
• vineodd / PIMSim
  PIMSim is a Process-In-Memory Simulator with the compatibility of GEM5 full-system simulation.
  ☆205Updated 2 years ago
• KULeuven-MICAS / zigzag
  HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators
  ☆151Updated last week
• CMU-SAFARI / prim-benchmarks
  PrIM (Processing-In-Memory benchmarks) is the first benchmark suite for a real-world processing-in-memory (PIM) architecture. PrIM is dev…
  ☆159Updated last year
• elliothe / pytorx
  Neural Network Evaluation Tool on Crossbar-based Accelerator with Resistive Memory
  ☆40Updated 5 years ago
• BradMcDanel / column-combine
  ☆27Updated 5 years ago
• Accelergy-Project / micro22-sparseloop-artifact
  MICRO22 artifact evaluation for Sparseloop
  ☆45Updated 2 years ago
• microideax / Open-Dnn
  ☆28Updated 6 years ago
• PSAL-POSTECH / ONNXim
  ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference
  ☆132Updated 5 months ago
• maestro-project / gamma
  ☆41Updated last year
• UCLA-VAST / CLINK
  Compact LSTM inference kernel (CLINK) designed in C/HLS for FPGA implementation.
  ☆17Updated 5 years ago
• illinois-impact / puma-compiler
  PUMA Compiler
  ☆29Updated 5 years ago
• ucb-bar / cosa
  A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)
  ☆82Updated 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
• cowanmeg / cgo-artifact-2020
  Artifact repository for paper Automatic Generation of High-Performance Quantized Machine Learning Kernels
  ☆17Updated 4 years ago