stonne-simulator / stonne
STONNE: A Simulation Tool for Neural Networks Engines
☆125Updated 9 months ago
Alternatives and similar repositories for stonne:
Users that are interested in stonne are comparing it to the libraries listed below
- RTL implementation of Flex-DPE.☆98Updated 5 years ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆134Updated last month
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆141Updated last month
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆79Updated last year
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆48Updated last month
- The framework for the paper "Inter-layer Scheduling Space Definition and Exploration for Tiled Accelerators" in ISCA 2023.☆65Updated last week
- Repository to host and maintain scale-sim-v2 code☆276Updated last week
- SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin☆107Updated 2 years ago
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆48Updated this week
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆99Updated last month
- A dataflow architecture for universal graph neural network inference via multi-queue streaming.☆71Updated 2 years ago
- MICRO22 artifact evaluation for Sparseloop☆43Updated 2 years ago
- A co-design architecture on sparse attention☆50Updated 3 years ago
- An open-source parameterizable NPU generator with full-stack multi-target compilation stack for intelligent workloads.☆48Updated last week
- An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).☆77Updated 7 months ago
- [ASPLOS 2019] PUMA-simulator provides a detailed simulation model of a dataflow architecture built with NVM (non-volatile memory), and ru…☆62Updated last year
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆83Updated 10 months ago
- Tool for optimize CNN blocking☆94Updated 5 years ago
- Open-source Framework for HPCA2024 paper: Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators☆75Updated 2 weeks ago
- CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture☆131Updated this week
- Implementations of Buffets, which are efficient, composable idioms for implementing Explicit Decoupled Data Orchestration.☆69Updated 5 years ago
- Release of stream-specialization software/hardware stack.☆121Updated last year
- ☆58Updated 9 months ago
- NeuPIMs Simulator☆75Updated 9 months ago
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆211Updated 11 months ago
- AutoSA: Polyhedral-Based Systolic Array Compiler☆214Updated 2 years ago
- ☆39Updated 8 months ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆50Updated 2 weeks ago
- ☆48Updated last month
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆89Updated 5 months ago