phuocphn / uniq
Pytorch implementation of our UniQ method, IEEE Access -- Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for uniq
- RTL implementation of Flex-DPE.☆90Updated 4 years ago
- Processing-In-Memory (PIM) Simulator☆127Updated 4 months ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆87Updated 3 years ago
- MICRO22 artifact evaluation for Sparseloop☆39Updated 2 years ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆126Updated 2 months ago
- Repository to host and maintain scale-sim-v2 code☆233Updated this week
- STONNE: A Simulation Tool for Neural Networks Engines☆119Updated 5 months ago
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆38Updated this week
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆62Updated 2 months ago
- Simulator for BitFusion☆90Updated 4 years ago
- The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware …☆111Updated last year
- Open-source Framework for HPCA2024 paper: Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators☆53Updated 2 months ago
- NeuPIMs Simulator☆51Updated 4 months ago
- ☆39Updated 4 months ago
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆113Updated this week
- [FPGA 2024] Source code and bitstream for LevelST: Stream-based Accelerator for Sparse Triangular Solver☆11Updated 10 months ago
- An FPGA Accelerator for Transformer Inference☆73Updated 2 years ago
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆182Updated 6 months ago
- ☆45Updated 2 months ago
- NEST-SNN☆13Updated 2 years ago
- ☆11Updated last year
- A co-design architecture on sparse attention☆44Updated 3 years ago
- SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs☆10Updated 5 months ago
- ☆33Updated 4 months ago
- The framework for the paper "Inter-layer Scheduling Space Definition and Exploration for Tiled Accelerators" in ISCA 2023.☆47Updated 3 weeks ago
- This repository is a meta package to provide Samsung OneMCC (Memory Coupled Computing) infrastructure.☆26Updated last year
- NEST Data☆49Updated 3 years ago
- QuickEst repository: Quick Estimation of Quality of Results☆26Updated 6 years ago
- A RISC-V BOOM Microarchitecture Power Modeling Framework☆19Updated last year
- ☆97Updated last month