jafermarq / WinogradAwareNetsLinks
Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)
☆27Updated 2 years ago
Alternatives and similar repositories for WinogradAwareNets
Users that are interested in WinogradAwareNets are comparing it to the libraries listed below
Sorting:
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 4 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- ☆36Updated 6 years ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆86Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆99Updated 4 years ago
- Simulator for BitFusion☆102Updated 5 years ago
- Training with Block Minifloat number representation☆16Updated 4 years ago
- ☆19Updated 3 years ago
- ☆71Updated 5 years ago
- ☆19Updated 4 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
- Static Block Floating Point Quantization for CNN☆36Updated 4 years ago
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Luk…☆20Updated 6 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆61Updated 5 years ago
- DNN quantization with outlier channel splitting (ICML'19)☆113Updated 5 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 5 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
- Neural Network Quantization With Fractional Bit-widths☆12Updated 4 years ago
- ☆14Updated 5 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆34Updated 2 years ago
- Approximate layers - TensorFlow extension☆27Updated 5 months ago
- [FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Desi…☆26Updated 2 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆74Updated 5 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 3 years ago
- BlockCIrculantRNN (LSTM and GRU) using TensorFlow☆14Updated 6 years ago
- ☆35Updated 5 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆141Updated 5 years ago
- ☆20Updated 7 months ago