learning1234embed / NeuralWeightVirtualizationLinks
[MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization
☆15Updated 5 years ago
Alternatives and similar repositories for NeuralWeightVirtualization
Users that are interested in NeuralWeightVirtualization are comparing it to the libraries listed below
Sorting:
- ☆78Updated 2 years ago
- This is a list of awesome edgeAI inference related papers.☆98Updated last year
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆360Updated last year
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆279Updated last year
- PyTorch implementation for the APoT quantization (ICLR 2020)☆281Updated 11 months ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆200Updated 3 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- Experimental deep learning framework written in Rust☆15Updated 3 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆398Updated 4 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 3 years ago
- ☆36Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆451Updated 2 years ago
- MobiSys#114☆22Updated 2 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Updated 4 years ago
- Quantization of Convolutional Neural networks.☆249Updated last year
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆113Updated 2 years ago
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆56Updated 6 years ago
- ☆211Updated last year
- A pytorch implementation of DoReFa-Net☆132Updated 5 years ago
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆62Updated 2 years ago
- The code for paper: Neuralpower: Predict and deploy energy-efficient convolutional neural networks☆21Updated 6 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Updated 2 years ago
- ☆243Updated 3 years ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆86Updated 3 years ago
- To deploy Transformer models in CV to mobile devices.☆18Updated 3 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆306Updated last year
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆99Updated 6 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆284Updated 4 years ago