NVIDIA / sampleQATLinks
Inference of quantization aware trained networks using TensorRT
☆81Updated 2 years ago
Alternatives and similar repositories for sampleQAT
Users that are interested in sampleQAT are comparing it to the libraries listed below
Sorting:
- ☆69Updated 2 years ago
- PyTorch Quantization Aware Training Example☆136Updated last year
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆262Updated last year
- benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.☆204Updated 4 years ago
- Count number of parameters / MACs / FLOPS for ONNX models.☆92Updated 7 months ago
- Benchmark scripts for TVM☆74Updated 3 years ago
- FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch☆34Updated 3 years ago
- A sample for onnxparser working with trt user defined plugins for TRT7.0☆168Updated 4 years ago
- Benchmark of TVM quantized model on CUDA☆111Updated 4 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆200Updated 3 years ago
- Offline Quantization Tools for Deploy.☆128Updated last year
- Scailable ONNX python tools☆97Updated 7 months ago
- A code generator from ONNX to PyTorch code☆138Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆97Updated 3 years ago
- ☆232Updated 2 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆168Updated 5 years ago
- A nnie quantization aware training tool on pytorch.☆239Updated 4 years ago
- NART = NART is not A RunTime, a deep learning inference framework.☆37Updated 2 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆157Updated 4 years ago
- tophub autotvm log collections☆69Updated 2 years ago
- PyTorch Static Quantization Example☆38Updated 4 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆400Updated 2 years ago
- symmetric int8 gemm☆66Updated 4 years ago
- ☆149Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆273Updated 3 years ago
- This repository contains the results and code for the MLPerf™ Inference v0.5 benchmark.☆55Updated 2 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆161Updated 4 years ago
- Quantization of Convolutional Neural networks.☆243Updated 9 months ago
- Useful tensorrt plugin. For pytorch and mmdetection model conversion.☆165Updated 7 months ago
- quantize aware training package for NCNN on pytorch☆70Updated 3 years ago