ehw-fit / tf-approximateLinks
Approximate layers - TensorFlow extension
☆26Updated 7 months ago
Alternatives and similar repositories for tf-approximate
Users that are interested in tf-approximate are comparing it to the libraries listed below
Sorting:
- ☆71Updated 5 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆146Updated 5 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆27Updated last year
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆95Updated 4 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆59Updated 3 years ago
- ☆61Updated 5 years ago
- ☆72Updated 2 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆34Updated 2 years ago
- A framework for fast exploration of the depth-first scheduling space for DNN accelerators☆41Updated 2 years ago
- ☆35Updated 5 years ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆58Updated last month
- ☆31Updated 7 months ago
- ☆35Updated 6 years ago
- Eyeriss chip simulator☆38Updated 5 years ago
- RTL implementation of Flex-DPE.☆115Updated 5 years ago
- Simulator for BitFusion☆102Updated 5 years ago
- HLS implemented systolic array structure☆41Updated 8 years ago
- FlexASR: A Reconfigurable Hardware Accelerator for Attention-based Seq-to-Seq Networks☆49Updated 8 months ago
- Designs for finalist teams of the DAC System Design Contest☆37Updated 5 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆73Updated last year
- An HLS based winograd systolic CNN accelerator☆54Updated 4 years ago
- Exercises for exploring the Fibertree, Timeloop and Accelergy tools☆106Updated 7 months ago
- A general framework for optimizing DNN dataflow on systolic array☆38Updated 4 years ago
- Tool for optimize CNN blocking☆93Updated 5 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆54Updated last year
- Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerator…☆24Updated 5 years ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆54Updated last year
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆153Updated 5 months ago
- A DSL for Systolic Arrays☆82Updated 6 years ago
- Library of approximate arithmetic circuits☆57Updated 3 years ago