lusinlu / tensorflow-lite-guideLinks
Guide for quantization, conversation of the tensorflow model to tensorflow lite
☆19Updated 2 years ago
Alternatives and similar repositories for tensorflow-lite-guide
Users that are interested in tensorflow-lite-guide are comparing it to the libraries listed below
Sorting:
- PyTorch Quantization Aware Training Example☆143Updated last year
- Count number of parameters / MACs / FLOPS for ONNX models.☆94Updated last year
- PyTorch Static Quantization Example☆38Updated 4 years ago
- Roughly calculate FLOPs of a tflite model☆39Updated 4 years ago
- Scailable ONNX python tools☆97Updated last year
- Inference of quantization aware trained networks using TensorRT☆83Updated 2 years ago
- ☆52Updated 4 years ago
- papers about model compression☆165Updated 2 years ago
- A tutorial of model quantization using TensorFlow☆11Updated 4 years ago
- A package to make do Network Slimming a little easier☆48Updated 3 years ago
- Utility scripts for editing or modifying onnx models. Utility scripts to summarize onnx model files along with visualization for loop ope…☆80Updated 4 years ago
- ☆72Updated 2 years ago
- The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.☆137Updated 3 weeks ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆32Updated 5 years ago
- A code generator from ONNX to PyTorch code☆141Updated 2 years ago
- Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x☆304Updated 4 years ago
- model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular a…☆170Updated 5 years ago
- Convert MobileNetV3Small defined and pre-trained in PyTorch to a TFLite quantized model☆76Updated 2 years ago
- volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.☆287Updated 4 years ago
- ResNet Implementation, Training, and Inference Using LibTorch C++ API☆42Updated last year
- quantize aware training package for NCNN on pytorch☆69Updated 4 years ago
- TensorFlow Quantization Example, for TensorFlow Lite☆18Updated 6 years ago
- Convert ONNX model graph to Keras model format.☆201Updated last year
- Batch Normalization Auto-fusion for PyTorch☆32Updated 5 years ago
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- A pytorch to tensorrt convert with dynamic shape support☆266Updated last year
- A Conversion tool to convert YOLO v3 Darknet weights to TF Lite model (YOLO v3 PyTorch > ONNX > TensorFlow > TF Lite), and to TensorRT (Y…☆72Updated 2 years ago
- Apply the pruning strategy for MobileNet_v2☆52Updated 6 years ago
- A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX☆247Updated 4 years ago
- yolov3 model compress and acceleration (quantization, sparse)， c++ version☆37Updated 5 years ago