//! //! \warning In a multi-threaded environment, this function must be protected from other threads changing the //! inspection source. If the inspection source changes, the data that is being pointed to can change. //! Copy the string to another buffer before releasing the lock in or...
但是multi_block_mode这个flag只是一个runtime运行时的建议,就算指定了,如果TRT-LLM发现运行时没有性能收益,则不会使用multi_block_mode。因此,总是开启multi_block_mode似乎也没什么毛病。不太确定这个multi_block_mode的原理是否和FlashDecoding相似。参考:https://nvidia.github.io/TensorRT-LLM/performance/perf-bes...
std::shared_ptr<model::classifier::Classifier> m_classifier; // 因为今后考虑扩充为multi-task,所以各个task都是worker的成员变量 std::vector<float> m_scores; // 因为今后考虑会将各个multi-task间进行互动,所以worker需要保存各个task的结果 }; std::shared_ptr<Worker> create_worker( std::string onnx...
TensorRT-YOLO: A high-performance, easy-to-use YOLO deployment toolkit for NVIDIA, powered by TensorRT plugins and CUDA Graph, supporting C++ and Python. - TensorRT-YOLO/examples/mutli_thread/mutli_thread.cpp at main · laugh12321/TensorRT-YOLO
CMakeLists.txt Dockerfile LICENSE README.en.md README.md xmake.lua Latest commit laugh12321 feat: Update Python and C++ multi-thread examples Jan 26, 2025 67e61c1·Jan 26, 2025 History History English| 简体中文 TensorRT-YOLO 为 Python 和 C++ 开发者提供了多线程和多进程推理的示例代码: ...
同时,由于 YOLOv5 和 ByteTrack 都是基于深度学习的方法,因此这种方法也具有一定的通用性,可以应用于其他类似的目标检测和跟踪任务。Multi-thread tracking of YOLOv5 and ByteTrack implemented by C++, accelerated by TensorRT. YOLOv5 和 ByteTrack 的多线程追踪 C++ 实现, 使用 TensorRT 进行推理加速 ...
The TensorRT backend is improved to have significantly better performance. Improvements include reducing thread contention, using pinned memory for faster CPU<->GPU transfers, and increasing compute and memory copy overlap on GPUs. Reduce memory usage of TensorRT models...
Cross-Inference Multi-Streaming In addition to the within-inference streaming, you can enable streaming between multiple execution contexts. For example, you can build an engine with multiple optimization profiles and create an execution context per profile. Then, call the enqueueV3() function of ...
std::vector<float> m_scores;// 因为今后考虑会将各个multi-task间进行互动,所以worker需要保存各个task的结果 }; std::shared_ptr<Worker>create_worker( std::stringonnxPath, logger::Level level, model::Params params); };//namespace thread ...
TensorRT multi stream 3 2433 2024 年2 月 29 日 Nvidia Audio Effects SDK models 1 297 2024 年2 月 29 日 Batch execution of trt model cudnn 1 333 2024 年2 月 29 日 Unable to run TensorRT LLM on azure vm 1 288 2024 年2 月 28 日 Assertion 'upsample11' failed cudnn...