Apollo (阿波罗)是一个开放的、完整的、安全的平台,将帮助汽车行业及自动驾驶领域的合作伙伴结合车辆和硬件系统,快速搭建一套属于自己的自动驾驶系统。
Last updated: 24 days ago基于OpenCV4.0 C++/Python SDK的案例代码演示程序与效果图像
Last updated: 1 month agoEnd-to-End Image Segmentation Suite Based on PaddlePaddle. (『飞桨』图像分割开发套件)
Last updated: 10 months agoPaddleSlim是一个模型压缩工具库,包含模型剪裁、定点量化、知识蒸馏、超参搜索和模型结构搜索等一系列模型压缩策略
Last updated: almost 2 years agopytorch implementation for Patient Knowledge Distillation for BERT Model Compression
Last updated: almost 5 years agomodel compression and deploy. compression: 1、quantization: quantization-aware-training, 16/8/4/2-bit(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net); post-training-quantization, 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization folding for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
Last updated: almost 5 years agoData Efficient Model Compression
Last updated: over 5 years ago