Cornell-RelaxML / Hyperdimensional-Computing
Official implementation for the paper "Understanding Hyperdimensional Computing for Parallel Single-Pass Learning"
☆17Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Hyperdimensional-Computing
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆15Updated 2 years ago
- ☆35Updated 2 years ago
- Torch2Chip (MLSys, 2024)☆51Updated 2 months ago
- A dataflow architecture for universal graph neural network inference via multi-queue streaming.☆68Updated last year
- ☆45Updated 2 months ago
- ☆30Updated 4 years ago
- ☆31Updated 10 months ago
- [HPCA24] Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator☆14Updated 11 months ago
- ☆9Updated 2 years ago
- HLSyn benchmark for paper "Towards a Comprehensive Benchmark for FPGA Targeted High-Level Synthesis"☆25Updated 11 months ago
- ☆34Updated 4 months ago
- High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing☆45Updated 5 months ago
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆26Updated 4 months ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆24Updated 4 months ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆76Updated 2 months ago
- ☆8Updated 3 months ago
- Open-source artifacts and codes of our MICRO'23 paper titled “Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi…☆32Updated last year
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆32Updated 2 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆46Updated 3 years ago
- MICRO22 artifact evaluation for Sparseloop☆39Updated 2 years ago
- Docker container with tools for the Timeloop/Accelergy tutorial☆23Updated 7 months ago
- This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top…☆41Updated last year
- Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accele…☆10Updated 8 months ago
- including compiler to encode DGL GNN model to instructions, runtime software to transfer data and control the accelerator, and hardware v…☆11Updated last year
- GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks☆35Updated last year
- ☆12Updated last year
- AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP (Full Paper a…☆21Updated last month
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.☆20Updated last year
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆54Updated 7 months ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆33Updated last year