-v/your-project-dir/triton_model_dir:/models \ nvcr.io/nvidia/tritonserver:21.07-py3 tritonserver \ --model-repository=/models 启动另一个tritonserver: docker run --gpus all --network=host --shm-size=2g \ -v/your-project-dir/triton_model_dir:/models \ -it nvcr.io/nvidia/tritonserver...
Triton Inference Server启动后可以看到对于linear模型的2版本已经READY状态,这里的2值得是版本2,而不是一共有2个版本,暗示着linear的版本1已经不可用 在客户端以HTTP请求为例,推理请求范例如下 POST v2/models/${MODEL_NAME}[/versions/${MODEL_VERSION}]/infer 1. 其中versions是可选的,如果需要请求不同版本的...
0"},{"name":"output__1"}]}res=requests.post(url="http://localhost:8000/v2/models/fc_model...
Full-code deployment (Bring your own container) for Triton models is more advanced way to deploy them as you have full control on customizing the configurations available for Triton inference server. For both options, Triton inference server will perform inferencing based on the Triton model as def...
tritonserver \ --model-repository=/models 1. 2. 3. 4. 5. 6. 观察Triton的启动日志,一共2个模型string和string_batch,在3个gpu(0,1,2)上分别分配了一个执行实例,相当于每个模型有3个gpu执行实例,对应后台Triton会启动3个子进程 ... I0328 06:42:26.406186 1 python.cc:615] TRITONBACKEND_ModelInst...
Triton Inference Server是由NVIDIA提供的一个开源推理框架,旨在为AI算法模型提供高效的部署和推理能力,目前已经成为主流的模型部署方案。本文对Triton Inference Server做简要介绍,并且以一个简单的线性模型为例子来实践部署。 内容摘要 Triton Inference Server简介 ...
git clone-b r22.09https://github.com/triton-inference-server/server.git cd server/docs/examples./fetch_models.sh # 第二步,从NGCTriton container 中拉取最新的镜像并启动 docker run--gpus=1--rm--net=host-v ${PWD}/model_repository:/models nvcr.io/nvidia/tritonserver:22.09-py3 tritonserver-...
gitclone-b r22.09 https://github.com/triton-inference-server/server.git cdserver/docs/examples ./fetch_models.sh # 第二步,从 NGC Triton container 中拉取最新的镜像并启动 docker run --gpus=1 --rm --net=host -v${PWD}/model_repository:/models nvcr.io/nvidia/tritonserver:22.09-py3 triton...
stop_words: A list of stop words (can be empty) Therefore, we can query the server in the following way: if using the ensemble model curl -X POST localhost:8000/v2/models/ensemble/generate -d'{"text_input": "What is machine learning?", "max_tokens": 20, "bad_words": "", "stop...
pytorch:triton-inference-server/pytorch_backend: The Triton backend for the PyTorch TorchScript models. python:triton-inference-server/python_backend: Triton backend that enables pre-process, post-processing and other logic to be implemented in Python. ...