MPSLab-ASU / ML-AcceleratorsLinks
Topics in Machine Learning Accelerator Design
☆90Updated 2 years ago
Alternatives and similar repositories for ML-Accelerators
Users that are interested in ML-Accelerators are comparing it to the libraries listed below
Sorting:
- CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture☆162Updated this week
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆174Updated last week
- A RISC-V BOOM Microarchitecture Power Modeling Framework☆30Updated 2 years ago
- SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin☆113Updated 2 years ago
- CGRA-Flow is an integrated framework for CGRA compilation, exploration, synthesis, and development.☆148Updated this week
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆171Updated last month
- An Open-Source Tool for CGRA Accelerators☆79Updated 3 months ago
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆73Updated last month
- AutoSA: Polyhedral-Based Systolic Array Compiler☆232Updated 3 years ago
- STONNE: A Simulation Tool for Neural Networks Engines☆147Updated 6 months ago
- An open-source parameterizable NPU generator with full-stack multi-target compilation stack for intelligent workloads.☆69Updated 2 months ago
- Exercises for exploring the Fibertree, Timeloop and Accelergy tools☆110Updated 8 months ago
- Simulator framework for analysis of performance, energy consumption, area and cost of multi-node multi-chiplet tile-based manycore design…☆73Updated last year
- RTL implementation of Flex-DPE.☆115Updated 5 years ago
- ☆14Updated 2 years ago
- An integrated CGRA design framework☆91Updated 9 months ago
- An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).☆92Updated last year
- Repository to host and maintain SCALE-Sim code☆390Updated this week
- A scalable High-Level Synthesis framework on MLIR☆284Updated last year
- ☆108Updated last year
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆152Updated 6 months ago
- OpenCGRA is an open-source framework for modeling, testing, and evaluating CGRAs.☆163Updated 2 years ago
- mNPUsim: A Cycle-accurate Multi-core NPU Simulator (IISWC 2023)☆66Updated last week
- Release of stream-specialization software/hardware stack.☆120Updated 2 years ago
- End-to-end SoC simulation: integrating the gem5 system simulator with the Aladdin accelerator simulator.☆254Updated 3 years ago
- This repo contains the Assignments from Cornell Tech's ECE 5545 - Machine Learning Hardware and Systems offered in Spring 2023☆40Updated 2 years ago
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆243Updated last year
- MAERI: A DNN accelerator with reconfigurable interconnects to support flexible dataflow (http://synergy.ece.gatech.edu/tools/maeri/)☆65Updated 4 years ago
- Deep Learning Accelerator Based on Eyeriss V2 Architecture with custom RISC-V extended instructions☆205Updated 5 years ago
- An Open-Source Tool for CGRA Accelerators☆26Updated 3 months ago