[ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yongan Zhang, Yang Zhang, David Cox, Yingyan Lin
☆16Jan 3, 2022Updated 4 years ago
Alternatives and similar repositories for Auto-NBA
Users that are interested in Auto-NBA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆32Aug 21, 2021Updated 4 years ago
- MICRO22 artifact evaluation for Sparseloop☆48Aug 8, 2022Updated 3 years ago
- Resource Utilization and Latency Estimation for ML on FPGA.☆19Apr 11, 2026Updated 2 months ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 7 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆41Jan 12, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆45Jun 30, 2024Updated last year
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆22Jun 1, 2021Updated 5 years ago
- A reference implementation of the Mind Mappings Framework.☆30Dec 2, 2021Updated 4 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆41Mar 24, 2023Updated 3 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- ☆22Sep 27, 2022Updated 3 years ago
- Implementation of Input Stationary, Weight Stationary and Output Stationary dataflow for given neural network on a tiled architecture☆10Apr 19, 2020Updated 6 years ago
- Artifact for IPDPS'21: DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions.☆13Apr 6, 2021Updated 5 years ago
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆85Aug 28, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆31Oct 12, 2023Updated 2 years ago
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 4 years ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆48Apr 4, 2022Updated 4 years ago
- ☆41Dec 15, 2022Updated 3 years ago
- [DATE 2025] Official implementation and dataset of AIrchitect v2: Learning the Hardware Accelerator Design Space through Unified Represen…☆19Jan 17, 2025Updated last year
- ☆17Sep 15, 2021Updated 4 years ago
- A simple pytorch implementation of Differentiable Architecture Search (DARTS)☆22Aug 27, 2019Updated 6 years ago
- ☆19Mar 21, 2023Updated 3 years ago
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆61Jul 27, 2020Updated 5 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 Fast DNN Accelerator Design Space Exploration Framework.☆46Aug 10, 2022Updated 3 years ago
- Docker container with tools for the Timeloop/Accelergy tutorial☆24Apr 17, 2024Updated 2 years ago
- The code for our paper "Neural Architecture Search as Program Transformation Exploration"☆16Apr 28, 2021Updated 5 years ago
- Code for ICML 2021 submission☆35Mar 24, 2021Updated 5 years ago
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆253Apr 15, 2024Updated 2 years ago
- ☆15Jul 7, 2020Updated 5 years ago
- ☆17Jul 10, 2022Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- [ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Li…☆54Dec 1, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆33Nov 11, 2024Updated last year
- A working AlphaZero implementation that's simple enough to be able to understand what's going on at a quick glance, without sacrificing t…☆14Mar 23, 2023Updated 3 years ago
- ☆99Jan 4, 2026Updated 5 months ago
- [FPGA-2022] N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores☆11Dec 16, 2021Updated 4 years ago
- Implementation of NM sparsity recipe presented in the paper "Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers".☆11Feb 5, 2024Updated 2 years ago
- Implementation of the paper : Not all attention is needed - Gated Attention Network for Sequence Data (GA-Net) [https://arxiv.org/abs/191…☆13Aug 20, 2020Updated 5 years ago
- PDPU: An Open-Source Posit Dot-Product Unit for Deep Learning Applications☆45May 5, 2023Updated 3 years ago