minhhn2910 / QPyTorchLinks
Low Precision Arithmetic Simulation in PyTorch - extension for posit and beyond
☆15Updated 4 months ago
Alternatives and similar repositories for QPyTorch
Users that are interested in QPyTorch are comparing it to the libraries listed below
Sorting:
- Training with Block Minifloat number representation☆16Updated 4 years ago
- ColTraIn HBFP Training Emulator☆16Updated 2 years ago
- Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)☆27Updated 2 years ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆86Updated 3 years ago
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆26Updated 2 years ago
- ☆14Updated 5 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆15Updated 3 years ago
- ☆71Updated 5 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆34Updated 2 years ago
- Approximate layers - TensorFlow extension☆26Updated 6 months ago
- ☆19Updated 8 months ago
- This is a collection of works on neural networks and neural accelerators.☆41Updated 6 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆74Updated 5 years ago
- A Generic Distributed Auto-Tuning Infrastructure☆22Updated 4 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆93Updated 4 years ago
- ☆21Updated 2 years ago
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆14Updated 9 months ago
- Static Block Floating Point Quantization for CNN☆36Updated 4 years ago
- A Deep Learning Framework for the Posit Number System☆30Updated last year
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆59Updated 3 years ago
- ☆59Updated 5 years ago
- BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing☆142Updated 5 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 5 years ago
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.☆26Updated 2 years ago
- An implementation of a BinaryConnect network for cifar10☆11Updated 5 years ago
- QuickEst repository: Quick Estimation of Quality of Results☆26Updated 6 years ago
- Docker container with tools for the Timeloop/Accelergy tutorial☆22Updated last year
- GoldenEye is a functional simulator with fault injection capabilities for common and emerging numerical formats, implemented for the PyTo…☆26Updated 11 months ago
- Simulator for BitFusion☆102Updated 5 years ago
- Adaptive floating-point based numerical format for resilient deep learning☆14Updated 3 years ago