NVIDIA / sampleQAT
Inference of quantization aware trained networks using TensorRT
☆80Updated 2 years ago
Alternatives and similar repositories for sampleQAT:
Users that are interested in sampleQAT are comparing it to the libraries listed below
- Offline Quantization Tools for Deploy.☆127Updated last year
- FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch☆34Updated 3 years ago
- ☆69Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆96Updated 3 years ago
- PyTorch Quantization Aware Training Example☆135Updated 11 months ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆262Updated last year
- ☆230Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆272Updated 3 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆69Updated 3 years ago
- Benchmark scripts for TVM☆74Updated 3 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆198Updated 3 years ago
- PyTorch Static Quantization Example☆38Updated 4 years ago
- Count number of parameters / MACs / FLOPS for ONNX models.☆92Updated 6 months ago
- Benchmark of TVM quantized model on CUDA☆111Updated 4 years ago
- benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.☆204Updated 4 years ago
- Quantization of Convolutional Neural networks.☆244Updated 9 months ago
- MegEngine到其他框架的转换器☆69Updated 2 years ago
- A code generator from ONNX to PyTorch code☆136Updated 2 years ago
- ☆44Updated 3 years ago
- ☆146Updated 2 years ago
- NART = NART is not A RunTime, a deep learning inference framework.☆37Updated 2 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 3 years ago
- symmetric int8 gemm☆67Updated 4 years ago
- A sample for onnxparser working with trt user defined plugins for TRT7.0☆168Updated 4 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆157Updated 4 years ago
- ☆56Updated 4 years ago
- tophub autotvm log collections☆69Updated 2 years ago
- ☆47Updated 3 years ago
- TVM tutorial☆66Updated 6 years ago
- code reading for tvm☆76Updated 3 years ago