Latest Triton Inference Server - archived topics

Topic	Replies	Views	Activity
Triton Inference Server support available on GitHub To better serve our TIS users, please post your Triton Inference Server issues on our Github instance. This forum is locked as of 9/28/21.	1	1324	September 28, 2021
Triton Inference Server, Model Analyzer inference-server-triton	0	329	March 4, 2024
Issues with using multiple perf-analyzer processes for Triton Inference Server performance , inference-server-triton	0	666	February 5, 2024
Inference speed of Triton Server tensorrt , python , inference-server-triton	0	600	December 19, 2023
GPUs are underutilized with Triton inference-server-triton , inception	2	822	November 22, 2023
Tensorflow Segmentation Model Deployment On Triton Inference Server	1	1211	September 30, 2021
Convert cuda module (StyleGAN v2 Pytorch) to torchscript (pt)	1	929	September 30, 2021
Trition exiting after every batch inference on cpu natural-language-processing-nlp	5	2900	September 30, 2021
Deepstream nvinfer-server with https endpoint	1	671	September 30, 2021
TRITON server performance degradation 20.03 => 20.07 inference-server-triton	1	839	September 30, 2021
Frontend GUI for NVIDIA Triton Inference Server inference-server-triton	1	2212	September 30, 2021
Inference on video/audio streams in Triton inference-server-triton	1	1709	September 30, 2021
Triton Inference Server Inference Request Error on GPU jetson-inference , python , nano , gpu , segmentation	1	1761	September 29, 2021
Concurrent Model Execution In Same Client Script	1	1217	September 29, 2021
ResourceExhaustedError: OOM when allocating tensor of shape [128] tensorflow	1	2025	September 29, 2021
Need help authoring Model configuration for Pytorch MNIST pytorch	2	973	September 29, 2021
How to improve ensemble concurrent performance	1	923	September 28, 2021
Latency linearly increases when increased batch size or concurrent models Tensorrt tensorrt	3	1753	October 1, 2021
Deploying Machine Translation to Triton Inference Server pytorch , onnx , inference-server-triton	4	2963	October 1, 2021
Kaldi triton inference server not working on nvidia k80	0	808	August 5, 2021
Optimal Trt inference using threads/processes for peoplenet model for tensorrt , inference-server-triton , a100	1	1147	July 30, 2021
OpenCV import fails with "Illegal Instruction (Core Dump)" opencv , ubuntu	1	7117	July 29, 2021
Detection is not happening continously in tesla t4 but with the same model the continous detection is happening in nvidia xavier AGX deep-learning	0	599	July 26, 2021
ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:862 Failed to get cuda engine from custom library API deep-learning	0	1367	July 26, 2021
Deploy LPRnet sequence Classifier on Triton Inference Server	0	755	July 21, 2021
Opencv error and Gstreamer can't be created jetson-inference	1	986	July 17, 2021
How to use dynamic shapes in TensorRT	0	1049	July 12, 2021
Real-time Car/Pedestrian detection models for ADAS(Advance Driver Assistance Systems ) jetson-inference	0	753	July 10, 2021
What's the proper way to preprocess on Triton with streaming?	0	1076	July 6, 2021
Inconsistant GPU memory utilsation with parallel model instances	0	796	July 5, 2021

Triton Inference Server support available on GitHub

To better serve our TIS users, please post your Triton Inference Server issues on our Github instance. This forum is locked as of 9/28/21.

1

1324

September 28, 2021

Triton Inference Server, Model Analyzer

inference-server-triton

0

329

March 4, 2024

Issues with using multiple perf-analyzer processes for Triton Inference Server

performance , inference-server-triton

0

666

February 5, 2024

Inference speed of Triton Server

tensorrt , python , inference-server-triton

0

600

December 19, 2023

GPUs are underutilized with Triton

inference-server-triton , inception

2

822

November 22, 2023

Tensorflow Segmentation Model Deployment On Triton Inference Server

1

1211

September 30, 2021

Convert cuda module (StyleGAN v2 Pytorch) to torchscript (pt)

1

929

September 30, 2021

Trition exiting after every batch inference on cpu

natural-language-processing-nlp

5

2900

September 30, 2021

Deepstream nvinfer-server with https endpoint

1

671

September 30, 2021

TRITON server performance degradation 20.03 => 20.07

inference-server-triton

1

839

September 30, 2021

Frontend GUI for NVIDIA Triton Inference Server

inference-server-triton

1

2212

September 30, 2021

Inference on video/audio streams in Triton

inference-server-triton

1

1709

September 30, 2021

Triton Inference Server Inference Request Error on GPU

jetson-inference , python , nano , gpu , segmentation

1

1761

September 29, 2021

Concurrent Model Execution In Same Client Script

1

1217

September 29, 2021

ResourceExhaustedError: OOM when allocating tensor of shape [128]

tensorflow

1

2025

September 29, 2021

Need help authoring Model configuration for Pytorch MNIST

pytorch

2

973

September 29, 2021

How to improve ensemble concurrent performance

1

923

September 28, 2021

Latency linearly increases when increased batch size or concurrent models Tensorrt

tensorrt

3

1753

October 1, 2021

Deploying Machine Translation to Triton Inference Server

pytorch , onnx , inference-server-triton

4

2963

October 1, 2021

Kaldi triton inference server not working on nvidia k80

0

808

August 5, 2021

Optimal Trt inference using threads/processes for peoplenet model for

tensorrt , inference-server-triton , a100

1

1147

July 30, 2021

OpenCV import fails with "Illegal Instruction (Core Dump)"

opencv , ubuntu

1

7117

July 29, 2021

Detection is not happening continously in tesla t4 but with the same model the continous detection is happening in nvidia xavier AGX

deep-learning

0

599

July 26, 2021

ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:862 Failed to get cuda engine from custom library API

deep-learning

0

1367

July 26, 2021

Deploy LPRnet sequence Classifier on Triton Inference Server

0

755

July 21, 2021

Opencv error and Gstreamer can't be created

jetson-inference

1

986

July 17, 2021

How to use dynamic shapes in TensorRT

0

1049

July 12, 2021

Real-time Car/Pedestrian detection models for ADAS(Advance Driver Assistance Systems )

jetson-inference

0

753

July 10, 2021

What's the proper way to preprocess on Triton with streaming?

0

1076

July 6, 2021

Inconsistant GPU memory utilsation with parallel model instances

0

796

July 5, 2021

Deep Learning (Training & Inference) Triton Inference Server - archived