[ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghuraman Krishnamoorthi, Vikas Chandra, and Yingyan (Celine) Lin.
☆35Jul 12, 2022Updated 4 years ago
Alternatives and similar repositories for DepthShrinker
Users that are interested in DepthShrinker are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆73Jul 7, 2022Updated 4 years ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 4 years ago
- Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accele…☆11Mar 3, 2024Updated 2 years ago
- YOLOv3-RepVGG-backbone☆15Apr 25, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- Co-processor for whole genome alignment☆13Jun 6, 2020Updated 6 years ago
- A curated list for Efficient Large Language Models☆11Mar 25, 2024Updated 2 years ago
- An external memory allocator example for PyTorch.☆16Aug 10, 2025Updated last year
- OpenDLA for trying the demo and FPGA solution☆17Jul 28, 2022Updated 4 years ago
- PLCT实验室2019年开放日资料（OpenDay-2019）☆11Dec 20, 2019Updated 6 years ago
- The official implementation of "NAS-BNN: Neural Architecture Search for Binary Neural Networks"☆14Aug 30, 2024Updated last year
- FPGA acceleration of arbitrary precision floating point computations.☆41May 17, 2022Updated 4 years ago
- ☆24Jan 22, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC☆28May 11, 2022Updated 4 years ago
- Spatial Attention-based Non-reference Perceptual Quality Prediction Network for Omnidirectional Images (IEEE ICME'2021))☆20Jan 27, 2022Updated 4 years ago
- ☆25Oct 31, 2024Updated last year
- Vstream - Video Analytics pipeline with Hardware based accelerations (dev - stage)☆10Feb 2, 2024Updated 2 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 7 years ago
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆133Jun 27, 2023Updated 3 years ago
- Tackle the problem of significant scale variation in object detection using adaptve feature selection module (AFSM).☆28Nov 24, 2022Updated 3 years ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 3 years ago
- Group Fisher Pruning for Practical Network Compression(ICML2021)☆164May 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"☆32Dec 30, 2021Updated 4 years ago
- [NeurIPS 2024] BLAST: Block Level Adaptive Structured Matrix for Efficient Deep Neural Network Inference☆18Nov 6, 2024Updated last year
- ☆74Feb 16, 2023Updated 3 years ago
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 4 years ago
- Opencv based implementation of Torchvision.Transforms☆12Oct 25, 2022Updated 3 years ago
- SDK for creating waPC WebAssembly Guest Modules in Zig☆14Dec 27, 2021Updated 4 years ago
- ☆21Dec 27, 2019Updated 6 years ago
- Joint face detection and face landmark alignment and head pose evaluation using CNN and cascade structure.☆17Apr 4, 2018Updated 8 years ago
- An official PyTorch implementation of the paper "Distance-aware Quantization", ICCV 2021.☆48Nov 1, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A neural network training interface based on PyTorch, with a focus on flexibility☆63Jan 17, 2024Updated 2 years ago
- This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".☆45Nov 25, 2021Updated 4 years ago
- Aerial Detection Toolbox☆11Jan 18, 2023Updated 3 years ago
- PyTorch Implementation of AutoPruner☆23Jun 11, 2020Updated 6 years ago
- Command-line JSON processor☆14Oct 23, 2019Updated 6 years ago
- ☆10Dec 21, 2020Updated 5 years ago
- NVDLA small config implementation on Zynq ZCU104 (evaluation)☆24Mar 25, 2019Updated 7 years ago