areuther / ai-acceleratorsLinks
CSV spreadsheets and other material for AI accelerator survey papers
☆182Updated last week
Alternatives and similar repositories for ai-accelerators
Users that are interested in ai-accelerators are comparing it to the libraries listed below
Sorting:
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆241Updated last year
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆171Updated this week
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing (FPGA'19 Best Paper)☆341Updated last year
- CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture☆163Updated last week
- Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.☆431Updated 2 months ago
- AutoSA: Polyhedral-Based Systolic Array Compiler☆230Updated 2 years ago
- STONNE: A Simulation Tool for Neural Networks Engines☆147Updated 5 months ago
- ☆145Updated last year
- A scalable High-Level Synthesis framework on MLIR☆284Updated last year
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆153Updated 6 months ago
- RTL implementation of Flex-DPE.☆115Updated 5 years ago
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆87Updated last year
- Open, Modular, Deep Learning Accelerator☆314Updated last year
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆60Updated last month
- Repository to host and maintain SCALE-Sim code☆380Updated last month
- Allo Accelerator Design and Programming Framework☆300Updated last week
- Release of stream-specialization software/hardware stack.☆119Updated 2 years ago
- ☆71Updated 9 months ago
- Tool for optimize CNN blocking☆94Updated 5 years ago
- ☆58Updated last year
- A framework for fast exploration of the depth-first scheduling space for DNN accelerators☆42Updated 2 years ago
- Exercises for exploring the Fibertree, Timeloop and Accelergy tools☆108Updated 7 months ago
- PyTorch model to RTL flow for low latency inference☆130Updated last year
- ☆47Updated 4 years ago
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆96Updated last year
- GPGPU-Sim provides a detailed simulation model of a contemporary GPU running CUDA and/or OpenCL workloads and now includes an integrated…☆67Updated last month
- Shuhai is a benchmarking-memory tool that allows FPGA programmers to demystify all the underlying details of memories, e.g., HBM and DDR4…☆117Updated 5 months ago
- The framework for the paper "Inter-layer Scheduling Space Definition and Exploration for Tiled Accelerators" in ISCA 2023.☆81Updated 8 months ago
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆168Updated last month
- Programming and Assignment Material for ECE 695☆17Updated 4 years ago