mlcommons / mobile_openLinks
MLPerf Mobile benchmarks
☆11Updated last month
Alternatives and similar repositories for mobile_open
Users that are interested in mobile_open are comparing it to the libraries listed below
Sorting:
- [ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"☆32Updated 2 years ago
- BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.☆54Updated 2 years ago
- A version of XRBench-MAESTRO used for MLSys 2023 publication☆23Updated 2 years ago
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Updated 3 years ago
- Code for ICML 2021 submission☆34Updated 4 years ago
- Official implementation of Neurips 2020 "Sparse Weight Activation Training" paper.☆27Updated 3 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 3 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- ☆76Updated 2 years ago
- CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution☆17Updated 2 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆13Updated 5 years ago
- Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)☆27Updated last year
- ☆47Updated 4 years ago
- Code for the ICLR2020 "Training Binary Neural Networks with Real-to-Binary Convolutions☆35Updated 5 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆31Updated last year
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆54Updated 2 years 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…☆25Updated 2 years ago
- ☆28Updated 3 years ago
- Algorithm-hardware Co-design for Deformable Convolution☆24Updated 4 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆73Updated 4 years ago
- ☆17Updated 2 years ago
- [CVPRW 2021] Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms☆29Updated 2 years ago
- PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity☆110Updated last week
- ☆149Updated 2 years ago
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆108Updated 2 years ago
- Pytorch implementation of RAPQ, IJCAI 2022☆21Updated last year
- ☆11Updated 2 months ago
- This is the pytorch implementation for the paper: Generalizable Mixed-Precision Quantization via Attribution Rank Preservation, which is…☆25Updated 3 years ago
- Neural Network Acceleration such as ASIC, FPGA, GPU, and PIM☆52Updated 5 years ago
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆17Updated 2 years ago