swadeykgp / DietCNN

Related projects: ⓘ

• zhutmost / neuralzip
  A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…
  ☆26Updated last year
• CAS-CLab / BlockConv
  [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA
  ☆15Updated 2 years ago
• dnvtmf / TBN
  TBNv2: Convolutional Neural Network With Ternary Inputs and Binary Weights
  ☆15Updated 4 years ago
• os-hxfan / Static_BFP_CNN
  Static Block Floating Point Quantization for CNN
  ☆32Updated 3 years ago
• heymesut / SJTU_microe
  A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC
  ☆28Updated 2 years ago
• hisrg / Neural-Network-Compression-and-Accelerator-on-Hardware
  My name is Fang Biao. I'm currently pursuing my Master degree with the college of Computer Science and Engineering, Si Chuan University, …
  ☆41Updated last year
• 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…
  ☆14Updated 2 years ago
• Shunli-Wang / Tiny-YOLO-LSQ
  This is an implementation of YOLO using LSQ network quantization method.
  ☆18Updated 2 years ago
• deJQK / FracBits
  Neural Network Quantization With Fractional Bit-widths
  ☆12Updated 3 years ago
• Zhen-Dong / CoDeNet
  [FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Desi…
  ☆25Updated last year
• jgoeders / dac_sdc_2022_designs
  ☆16Updated last year
• sefaburakokcu / finn-quantized-yolo
  Low-Precision YOLO on PYNQ with FINN
  ☆26Updated 9 months ago
• jgoeders / dac_sdc_2021_designs
  ☆18Updated 2 years ago
• ZhangYuQAQ / Hardware-Acceleration-Circuit-Design-of-Object-Detection-Network-Based-on-FPGA
  2020 xilinx summer school
  ☆16Updated 4 years ago
• AiArtisan / dac_sdc_2022_champion
  ☆20Updated last year
• jgoeders / dac_sdc_2021
  ☆23Updated 2 years ago
• yuehniu / CNN.frequencyFPGA
  CNN Accelerator in Frequency Domain
  ☆10Updated 4 years ago
• jgoeders / dac_sdc_2020_designs
  Designs for finalist teams of the DAC System Design Contest
  ☆34Updated 4 years ago
• hqjenny / CoDeNet
  ☆19Updated 3 years ago
• mrusci / training-mixed-precision-quantized-networks
  This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…
  ☆47Updated 4 months ago
• zhexinli / Q-ViT-DeiT
  DeiT implementation for Q-ViT
  ☆23Updated 2 years ago
• QDucasse / nn_benchmark
  🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas
  ☆24Updated last year
• jonathan93sh / CNNA
  A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGA
  ☆20Updated 2 years ago
• sfox14 / darknet-zynq
  Accelerating DNN inference and training on Zynq
  ☆14Updated 4 years ago
• ModelTC / LPCV2021_Winner_Solution
  ☆28Updated 2 years ago
• AlexMontgomerie / fpgaconvnet-tutorial
  A collection of tutorials for the fpgaConvNet framework.
  ☆28Updated last month
• AaronJing / ApproxTrain
  ☆17Updated last year
• fffasttime / AnyPackingNet
  ☆23Updated 6 months ago
• harvard-acc / EdgeBERT
  HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference
  ☆46Updated 5 months ago
• sefaburakokcu / quantized-yolov5
  Low Precision(quantized) Yolov5
  ☆30Updated 7 months ago