os-hxfan / Static_BFP_CNNLinks
Static Block Floating Point Quantization for CNN
☆34Updated 4 years ago
Alternatives and similar repositories for Static_BFP_CNN
Users that are interested in Static_BFP_CNN are comparing it to the libraries listed below
Sorting:
- ☆19Updated 4 years ago
- Designs for finalist teams of the DAC System Design Contest☆37Updated 5 years ago
- DAC System Design Contest 2020☆29Updated 5 years ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆26Updated 2 years ago
- ☆71Updated 5 years ago
- 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
- ☆34Updated 6 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Updated 3 years ago
- ☆23Updated 3 years ago
- ☆28Updated 4 months ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆41Updated 4 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆94Updated 3 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆34Updated last year
- This repository contains the hardware implementation for Static BFP convolution on FPGA☆10Updated 5 years ago
- ☆14Updated 5 years ago
- Approximate layers - TensorFlow extension☆27Updated 4 months ago
- Neural Network Quantization With Fractional Bit-widths☆12Updated 4 years ago
- ☆35Updated 6 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆141Updated 5 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 5 years ago
- [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…☆25Updated 2 years ago
- Simulator for BitFusion☆101Updated 5 years ago
- pytorch fixed point training tool/framework☆34Updated 4 years ago
- A general framework for optimizing DNN dataflow on systolic array☆39Updated 4 years ago
- ☆72Updated 2 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆25Updated last year
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- HLS implemented systolic array structure☆41Updated 7 years ago
- ☆20Updated 3 years ago
- Eyeriss chip simulator☆36Updated 5 years ago