Alternatives and similar repositories for Auto-NBA

Users that are interested in Auto-NBA are comparing it to the libraries listed below

• GATECH-EIC / torchshiftadd
  An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.
  ☆13Updated 6 months ago
• hqjenny / CoDeNet
  ☆19Updated 4 years ago
• deJQK / FracBits
  Neural Network Quantization With Fractional Bit-widths
  ☆12Updated 4 years ago
• fffasttime / AnyPackingNet
  ☆28Updated 4 months ago
• GATECH-EIC / DNN-Chip-Predictor
  [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…
  ☆25Updated 2 years ago
• sfox14 / block_minifloat
  Training with Block Minifloat number representation
  ☆16Updated 4 years ago
• nimish15shah / DAG_Processor
  A DAG processor and compiler for a tree-based spatial datapath.
  ☆14Updated 3 years ago
• lukasc-ch / ExtendedBitPlaneCompression
  Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Luk…
  ☆20Updated 5 years ago
• GATECH-EIC / AutoDNNchip
  ☆71Updated 5 years ago
• isakedo / DNNsim
  ☆35Updated 5 years ago
• dimdano / adapt
  Fast Emulation of Approximate DNN Accelerators in PyTorch
  ☆25Updated last year
• yanghr / BSQ
  BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)
  ☆41Updated 4 years ago
• heymesut / SJTU_microe
  A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC
  ☆28Updated 3 years ago
• AlexMontgomerie / samo
  SAMO: Streaming Architecture Mapping Optimisation
  ☆34Updated last year
• yukang2017 / NAS-quantization
  The code for Joint Neural Architecture Search and Quantization
  ☆13Updated 6 years ago
• ttambe / AdaptivFloat
  Adaptive floating-point based numerical format for resilient deep learning
  ☆14Updated 3 years ago
• os-hxfan / Static_BFP_CNN
  Static Block Floating Point Quantization for CNN
  ☆34Updated 4 years ago
• jgoeders / dac_sdc_2020_designs
  Designs for finalist teams of the DAC System Design Contest
  ☆37Updated 5 years ago
• CASR-HKU / DPACS
  ☆18Updated 2 years ago
• cornell-zhang / FracBNN
  FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations
  ☆94Updated 3 years ago
• maestro-project / gamma
  ☆41Updated last year
• hsharma35 / bitfusion
  Simulator for BitFusion
  ☆101Updated 5 years ago
• abdelfattah-lab / BRAMAC
  ☆10Updated 9 months ago
• ehw-fit / tf-approximate
  Approximate layers - TensorFlow extension
  ☆27Updated 4 months ago
• horizon-research / systolic-array-dataflow-optimizer
  A general framework for optimizing DNN dataflow on systolic array
  ☆39Updated 4 years ago
• UCLA-VAST / FlexCNN
  ☆72Updated 2 years ago
• maestro-project / confuciux
  ☆33Updated 4 years ago
• priyanka-raina / dnn-accelerator
  ☆14Updated 5 years ago
• jgoeders / dac_sdc_2021
  ☆23Updated 3 years ago
• gilshm / sparq
  Post-training sparsity-aware quantization
  ☆34Updated 2 years ago