TensorRT can greatly speed up inference of deep learning models. One experiment on a Titan V (V100) GPU shows that with MXNet 1.2, we can get an approximately 3x speed-up when running inference of the ResNet-50 model on the CIFAR-10 dataset in single precision (fp32). As batch sizes ...
确认import tensorrt_llm失败的原因: import tensorrt_llm失败通常意味着Python环境中没有找到名为tensorrt_llm的模块。这可能是因为TensorRT没有正确安装,或者tensorrt_llm模块并非TensorRT标准库的一部分,而是某个特定项目或第三方库中的模块。 安装或配置指导: 如果你确实需要使用TensorRT,并且tensorrt_llm是某个特定...
/opt/deep_learn/tensorflow_object/vir/lib/python3.5/site-packages/tensorflow/contrib/tensorrt/_wrap_conversion.so(_ZN10tensorflow8tensorrt7convert32ConvertSubGraphToTensorRTNodeDefERNS1_14SubGraphParamsE+0x2020)[0x7fd4a43a9d90] /opt/deep_learn/tensorflow_object/vir/lib/python3.5/site-packages/tensorfl...
Description I would like to ask you how to use TensorRT models with Streamlit app. There is probably some issue with threads but I don’t understand TensorRT and Streamlit internals Environment TensorRT Version: Tensor…
在GPU的实例上安装推理引擎TensorRT-LLM,可以帮助您快速且方便地构建大语言模型(例如Llama模型、ChatGLM模型、百川Baichuan模型或通义千问Qwen模型)的推理环境,主要应用在智能对话系统、文本分析等自然语言处理业务场景。本文为您介绍如何在GPU实例上安装和使用TensorRT-LLM来快速构建大语言模型的高性能推理优化功能。 说明...
plugin_factory.destroyPlugin(); //std::vector<std::string>().swap(output_blobnames); // deserialize the engine IRuntime* runtime = createInferRuntime(gLogger); //ICudaEngine* engine = runtime->deserializeCudaEngine(gieModelStream->data(), gieModelStream->size(), &plugin_factory); ...
[]how to use caffe model with TensorRT c++ //IHostMemory *gieModelStream {nullptr};//const char* prototxt = "./googlenet/test_20181010.prototxt";//argv[1];//const char* caffemodel = "./googlenet/lane_area_lx1890_iter_320000_20181010.caffemodel";//argv[2];//std::vector<std::stri...
在GPU的实例上安装推理引擎TensorRT-LLM,可以帮助您快速且方便地构建大语言模型(例如Llama模型、ChatGLM模型、百川Baichuan模型或通义千问Qwen模型)的推理环境,主要应用在智能对话系统、文本分析等自然语言处理业务场景。本文为您介绍如何在GPU实例上安装和使用TensorRT-LLM来快速构建大语言模型的高性能推理优化功能。 说明...
tensorrt-8.4.0.6.windows10.x86_64.cuda-10.2.cudnn8.3 python 3.7.9 Minimal Reproducible Example No response Additional I also use same code tested the results of WSL and ubuntu, each which can run, but the WSL output is not correct. ...
问题描述 Issue Description [2024/12/01 20:36:03] ppocr DEBUG: Namespace(help='==SUPPRESS==', use_gpu=True, use_xpu=False, use_npu=False, use_mlu=False, ir_optim=True, use_tensorrt=True, min_subgraph_size=15, precision='fp32', gpu_mem=1000, gpu_id=0, image_dir=None, page_...