Alternatives and similar repositories for QPyTorch

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

• sfox14 / block_minifloat
  Training with Block Minifloat number representation
  ☆18Updated 4 years ago
• max2ma / shiftNet
  ☆14Updated 6 years ago
• RaulMurillo / deep-pensieve
  A Deep Learning Framework for the Posit Number System
  ☆31Updated last year
• jafermarq / WinogradAwareNets
  Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)
  ☆27Updated 2 years ago
• QDucasse / brevibench
  🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas
  ☆27Updated 3 years ago
• AaronJing / ApproxTrain
  ☆20Updated 11 months ago
• GATECH-EIC / Auto-NBA
  [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…
  ☆16Updated 4 years ago
• iwls2020-lsml-contest / iwls2020-lsml-contest
  ☆21Updated 3 years ago
• EECS-NTNU / bismo
  BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing
  ☆149Updated 6 years ago
• ehw-fit / tf-approximate
  Approximate layers - TensorFlow extension
  ☆26Updated 9 months ago
• parsa-epfl / HBFPEmulator
  ColTraIn HBFP Training Emulator
  ☆16Updated 2 years ago
• AlexMontgomerie / samo
  SAMO: Streaming Architecture Mapping Optimisation
  ☆34Updated 2 years ago
• awai54st / LUTNet
  ☆65Updated 5 years ago
• plumerai / rethinking-bnn-optimization
  Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"
  ☆76Updated 6 years ago
• GATECH-EIC / AutoDNNchip
  ☆71Updated 5 years ago
• rehohoho / onnx2versal
  Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.
  ☆16Updated last year
• wangmaolin / niti
  Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv
  ☆90Updated 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…
  ☆19Updated 6 years ago
• da-steve101 / twn_generator
  Generate an FPGA design for a TWN
  ☆10Updated 6 years ago
• Xilinx / ResNet50-PYNQ
  Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ
  ☆59Updated 4 years ago
• dimdano / adapt
  Fast Emulation of Approximate DNN Accelerators in PyTorch
  ☆29Updated last year
• os-hxfan / Static_BFP_CNN
  Static Block Floating Point Quantization for CNN
  ☆37Updated 4 years ago
• wjc852456 / Neural-Networks-on-Silicon
  This is a collection of works on neural networks and neural accelerators.
  ☆41Updated 6 years ago
• UCLA-VAST / FlexCNN
  ☆72Updated 2 years ago
• Accelergy-Project / timeloop-accelergy-tutorial
  Docker container with tools for the Timeloop/Accelergy tutorial
  ☆22Updated last year
• YixuanSeanZhou / Quantized_Neural_Nets
  Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zh…
  ☆11Updated 2 years ago
• da-steve101 / binary_connect_cifar
  An implementation of a BinaryConnect network for cifar10
  ☆11Updated 6 years ago
• ttambe / AdaptivFloat
  Adaptive floating-point based numerical format for resilient deep learning
  ☆14Updated 3 years ago
• template-hls / template-hls-float
  ☆30Updated 6 years ago
• hsharma35 / bitfusion
  Simulator for BitFusion
  ☆102Updated 5 years ago