TensorRT有一个Plugin接口,允许应用程序实现TensorRT本机不支持的操作。在转换网络时,ONNX解析器可以找到使用TensorRT的PluginRegistry创建和注册的插件。 TensorRT附带了一个插件库;其中许多插件和一些附加插件的源代码可以在GitHub上找到。 https://github.com/NVIDIA/TensorRT/tree/main/plugin 你也可以编写你的插件库,...
ii libnvinfer-doc 7.2.3-1+cuda11.1 all TensorRT documentation ii libnvinfer-plugin-dev 7.2.3-1+cuda11.1 amd64 TensorRT plugin libraries ii libnvinfer-plugin7 7.2.3-1+cuda11.1 amd64 TensorRT plugin libraries ii libnvinfer-samples 7.2.3-1+cuda11.1 all TensorRT samples ii libnvinfer7 7.2.3-...
TensorRT Plugin使用方式简介-以leaky relu层为例 TensorRT_Tutorial TensorRT作为NVIDIA推出的c++库,能够实现高性能推理(inference)过程。最近,NVIDIA发布了TensorRT 2.0 Early Access版本,重大更改就是支持INT8类型。在当今DL大行其道的时代,INT8在缩小模型大小、加速运行速度方面具有非常大的优势。Google新发布的TPU就采用...
复制 python examples/baichuan/build.py--model_version v2_7b \--model_dir ./models/Baichuan2-7B-Chat \--dtype float16 \--parallel_build \--use_inflight_batching \--enable_context_fmha \--use_gemm_plugin float16 \--use_gpt_attention_plugin float16 \--output_dir ./models/Baichuan2-7...
The older plugin versions are deprecated and will be removed in a future release. Quickstart guide Updated deploy_to_triton guide and removed legacy APIs. Removed legacy TF-TRT code as the project is no longer supported. Removed quantization_tutorial as pytorch_quantization has been deprecated. Che...
Tutorial on Onnx model modification / TensorRT plugin development 2 240 2024 年2 月 29 日 RuntimeError: [TensorRT-LLM][ERROR] CUDA runtime error in error: peer access is not supported between these two devices 1 937 2024 年2 月 29 日 QAT using pytorch-quantization cause accuracy lo...
SDK:FasterTransformer Discuss (3) +16 Like Tags AI Platforms / Deployment|Data Center / Cloud|Generative AI|General|TensorRT-LLM|Intermediate Technical|Tutorial|featured|Inference Performance About the Authors About Carl (Izzy) Putterman View all posts by Carl (Izzy) Putterman ...
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...
原腾讯高级研究员,大连理工大学硕士,毕业后一直在腾讯从事语音领域深度学习加速上线工作。近10年CUDA开发经验,近5年TensorRT 开发经验,Github TensorRT_Tutorial作者。 康博 高级研究员,主要方向为自然语言处理、智能语音及其在端侧的部署。博士毕业于清华大学,在各类国际AI会议和刊物中发表论文10篇以上,多次获得NIST主办的...
Generative AI | おすすめ | Consumer Internet | NeMo Framework | TensorRT | Triton Inference Server | Beginner Technical | Tutorial | AI | featured | Inference | LLMs About the Authors About Neal Vaidya Neal Vaidya は、NVIDIA のディープラーニング ソフトウェアのテクニカ...