DeepWok / maseLinks
Machine-Learning Accelerator System Exploration Tools
☆173Updated 2 months ago
Alternatives and similar repositories for mase
Users that are interested in mase are comparing it to the libraries listed below
Sorting:
- A survey on Hardware Accelerated LLMs☆59Updated 7 months ago
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆156Updated last month
- Allo: A Programming Model for Composable Accelerator Design☆271Updated this week
- CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture☆150Updated this week
- An open-source parameterizable NPU generator with full-stack multi-target compilation stack for intelligent workloads.☆62Updated 5 months ago
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆58Updated last month
- PyTorch model to RTL flow for low latency inference☆131Updated last year
- ☆99Updated last year
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆146Updated 6 months ago
- ☆57Updated 5 months ago
- An MLIR Complier for PyTorch/C/C++ Codes into HLS Dataflow Designs☆44Updated 3 weeks ago
- ☆65Updated last week
- An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).☆83Updated last year
- AutoSA: Polyhedral-Based Systolic Array Compiler☆222Updated 2 years ago
- RapidStream TAPA compiles task-parallel HLS program into high-frequency FPGA accelerators.☆174Updated last week
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆32Updated this week
- NeuraLUT-Assemble☆38Updated last week
- RTL implementation of Flex-DPE.☆110Updated 5 years ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆53Updated last year
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆58Updated last week
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆95Updated 11 months ago
- A DSL for Systolic Arrays☆80Updated 6 years ago
- DNN Compiler for Heterogeneous SoCs☆44Updated last week
- Research and Materials on Hardware implementation of Transformer Model☆278Updated 5 months ago
- A Spatial Accelerator Generation Framework for Tensor Algebra.☆58Updated 3 years ago
- A fast, accurate trace-based simulator for High-Level Synthesis.☆68Updated 5 months ago
- Train and deploy LUT-based neural networks on FPGAs☆97Updated last year
- CGRA-Flow is an integrated framework for CGRA compilation, exploration, synthesis, and development.☆136Updated 2 months ago
- Exercises for exploring the Fibertree, Timeloop and Accelergy tools☆102Updated 4 months ago
- A scalable High-Level Synthesis framework on MLIR☆272Updated last year