stanford-mast / nn_dataflowLinks
Explore the energy-efficient dataflow scheduling for neural networks.
☆222Updated 4 years ago
Alternatives and similar repositories for nn_dataflow
Users that are interested in nn_dataflow are comparing it to the libraries listed below
Sorting:
- ☆351Updated 2 years ago
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆138Updated last week
- Tool for optimize CNN blocking☆94Updated 5 years ago
- Simulator for BitFusion☆99Updated 4 years ago
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆217Updated last year
- A pre-RTL, power-performance model for fixed-function accelerators☆176Updated last year
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆216Updated 6 years ago
- Repository to host and maintain scale-sim-v2 code☆300Updated last month
- AutoSA: Polyhedral-Based Systolic Array Compiler☆221Updated 2 years ago
- Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.☆390Updated 2 months ago
- RTL implementation of Flex-DPE.☆100Updated 5 years ago
- STONNE: A Simulation Tool for Neural Networks Engines☆132Updated last year
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing☆338Updated last year
- End-to-end SoC simulation: integrating the gem5 system simulator with the Aladdin accelerator simulator.☆237Updated 2 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆139Updated 5 years ago
- SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin☆109Updated 2 years ago
- NVDLA is an Open source DL/ML accelerator, which is very suitable for individuals or college students. This is the NOTES when I learn and…☆226Updated 6 years ago
- ☆71Updated 5 years ago
- Release of stream-specialization software/hardware stack.☆121Updated 2 years ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆176Updated 3 years ago
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆85Updated last year
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆79Updated last year
- MAERI: A DNN accelerator with reconfigurable interconnects to support flexible dataflow (http://synergy.ece.gatech.edu/tools/maeri/)☆65Updated 3 years ago
- ☆33Updated 3 years ago
- Benchmarks for Accelerator Design and Customized Architectures☆122Updated 5 years ago
- Implementations of Buffets, which are efficient, composable idioms for implementing Explicit Decoupled Data Orchestration.☆71Updated 6 years ago
- FireSim-NVDLA: NVIDIA Deep Learning Accelerator (NVDLA) Integrated with RISC-V Rocket Chip SoC Running on the Amazon FPGA Cloud☆161Updated 3 years ago
- Automatic generation of FPGA-based learning accelerators for the neural network family☆66Updated 5 years ago
- PIMSim is a Process-In-Memory Simulator with the compatibility of GEM5 full-system simulation.☆199Updated 2 years ago
- MAESTRO binary release☆22Updated 5 years ago