ehw-fit / tf-approximate
Approximate layers - TensorFlow extension
☆26Updated 8 months ago
Alternatives and similar repositories for tf-approximate:
Users that are interested in tf-approximate are comparing it to the libraries listed below
- MAERI: A DNN accelerator with reconfigurable interconnects to support flexible dataflow (http://synergy.ece.gatech.edu/tools/maeri/)☆60Updated 3 years ago
- ☆69Updated 4 years ago
- Docker container with tools for the Timeloop/Accelergy tutorial☆22Updated 9 months ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆47Updated this week
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆132Updated last month
- ☆31Updated 4 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆21Updated 10 months ago
- ☆56Updated 4 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆89Updated 3 years ago
- An HLS based winograd systolic CNN accelerator☆49Updated 3 years ago
- ☆71Updated last year
- ☆19Updated 2 months ago
- Exercises for exploring the Fibertree, Timeloop and Accelergy tools☆89Updated last month
- ☆33Updated 5 years ago
- PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs☆31Updated 5 years ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆42Updated 2 years ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆45Updated 2 years ago
- HLS implemented systolic array structure☆41Updated 7 years ago
- ☆37Updated 6 months ago
- ☆25Updated last month
- SAMO: Streaming Architecture Mapping Optimisation☆32Updated last year
- ☆50Updated 4 months ago
- Eyeriss chip simulator☆35Updated 4 years ago
- An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).☆75Updated 5 months ago
- A framework for fast exploration of the depth-first scheduling space for DNN accelerators☆35Updated last year
- Simulator for BitFusion☆94Updated 4 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆54Updated 3 years ago
- Designs for finalist teams of the DAC System Design Contest☆36Updated 4 years ago
- The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware …☆118Updated last year
- RTL implementation of Flex-DPE.☆97Updated 4 years ago