《TensorRT Tutorial(3.3.2)如何打造自己的plugin库》 《TensorRT plugin 16 加速经验》 视频版资料见目录-视频版资料 进度记录 2017-04-27 项目发起,创建GitHub仓库。 2017-09-30 TensorRT 3最近发布,整理一下目前的资源。 2017-10-18 增加博客-使用TensorRT实现leaky relu层 ...
https://github.com/Megvii-BaseDetection/YOLOX 你可以选择直接make run,会从镜像地址下载onnx并推理运行看到效果。不需要自行导出 下载YoloX git clone git@github.com:Megvii-BaseDetection/YOLOX.git cd YOLOX 修改代码 这是保证int8能够顺利编译和性能提升的关键,否则提示Missing scale and zero-point for...
github.com/NVIDIA/Tenso Tensorrtx 该库包括使用TensorRT网络定义API实现流行的深度学习网络 github.com/wang-xinyu/t 2、视频资源 详解TensorRT的C++/Python高性能部署,实战应用到项目_哔哩哔哩_bilibili Running YoloV5 with TensorRT Engine on Jetson Nano | Rocket Systems - YouTube TensorRT C++ Tutorial - You...
trtexec的实现:https://github.com/NVIDIA/TensorRT/blob/main/samples/trtexec/trtexec.cpp cpp应用参考: https://github.com/NVIDIA/TensorRT/blob/main/quickstart/SemanticSegmentation/tutorial-runtime.cpp python应用参考: https://github.com/NVIDIA/TensorRT/blob/main/quickstart/SemanticSegmentation/tutorial-runti...
Check out the Multi-Node Generative AI w/ Triton Server and TensorRT-LLM tutorial for Triton Server and TensorRT-LLM multi-node deployment. Model Parallelism Tensor Parallelism, Pipeline Parallelism and Expert Parallelism Tensor Parallelism, Pipeline Parallelism and Expert parallel...
GTC session:Keep Your GPUs Going Brrr : Crushing Whitespace in Model Training GTC session:Advanced Techniques for Inference Optimization With TensorRT-LLM SDK:Torch-TensorRT SDK:TensorRT SDK:TensorFlow-TensorRT |Tutorial|AI Inference / Inference Microservices...
NMT Tensorflow tutorial from Google:https://github.com/tensorflow/nmt More benchmarks for WMT German-English:https://github.com/tensorflow/nmt#wmt-german-english [Papineni et al., 2002]BLEU: a Method for Automatic Evaluation of Machine Translation. Kishore Papineni, Salim Roukos, Todd Ward, ...
gitclonehttps://github.com/enazoe/yolo-tensorrt.gitcdyolo-tensorrt/ mkdir buildcdbuild/ cmake .. make ./yolo-trt API structConfig{std::stringfile_model_cfg ="configs/yolov4.cfg";std::stringfile_model_weights ="configs/yolov4.weights";floatdetect_thresh =0.9; ...
tutorial 文件夹: 一个对入门者极其友好的框架概览和指南 高性能推理,TensorRT C++/Python库,工业级,便于使用 C++接口,YoloX三行代码 // 创建推理引擎在0显卡上//auto engine = Yolo::create_infer("yolov5m.fp32.trtmodel", Yolo::Type::V5, 0);autoengine = Yolo::create_infer("yolox_m.fp32.trtmo...
1、根据下列github安装好torchtrt,把demo跑通,保证安装成功。 https:///NVIDIA-AI-IOT/torch2trt测试代码如下: import torch from torch2trt import torch2trt from torchvision.models.alexnet import alexnet import time # create some regular pytorch model... ...