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	1374	September 28, 2021
Triton Inference Server, Model Analyzer inference-server-triton	0	364	March 4, 2024
Issues with using multiple perf-analyzer processes for Triton Inference Server performance , inference-server-triton	0	758	February 5, 2024
Inference speed of Triton Server tensorrt , python , inference-server-triton	0	630	December 19, 2023
GPUs are underutilized with Triton inference-server-triton , inception	2	900	November 22, 2023
Tensorflow Segmentation Model Deployment On Triton Inference Server	1	1228	September 30, 2021
Convert cuda module (StyleGAN v2 Pytorch) to torchscript (pt)	1	931	September 30, 2021
Trition exiting after every batch inference on cpu natural-language-processing-nlp	5	2932	September 30, 2021
Deepstream nvinfer-server with https endpoint	1	672	September 30, 2021
TRITON server performance degradation 20.03 => 20.07 inference-server-triton	1	845	September 30, 2021
Frontend GUI for NVIDIA Triton Inference Server inference-server-triton	1	2361	September 30, 2021
Inference on video/audio streams in Triton inference-server-triton	1	1804	September 30, 2021
Triton Inference Server Inference Request Error on GPU jetson-inference , python , nano , gpu , segmentation	1	1822	September 29, 2021
Concurrent Model Execution In Same Client Script	1	1221	September 29, 2021
ResourceExhaustedError: OOM when allocating tensor of shape [128] tensorflow	1	2041	September 29, 2021
Need help authoring Model configuration for Pytorch MNIST pytorch	2	978	September 29, 2021
How to improve ensemble concurrent performance	1	939	September 28, 2021
Latency linearly increases when increased batch size or concurrent models Tensorrt tensorrt	3	1800	October 1, 2021
Deploying Machine Translation to Triton Inference Server pytorch , onnx , inference-server-triton	4	3081	October 1, 2021
Kaldi triton inference server not working on nvidia k80	0	810	August 5, 2021
Optimal Trt inference using threads/processes for peoplenet model for tensorrt , inference-server-triton , a100	1	1150	July 30, 2021
OpenCV import fails with "Illegal Instruction (Core Dump)" opencv , ubuntu	1	7345	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	1378	July 26, 2021
Deploy LPRnet sequence Classifier on Triton Inference Server	0	758	July 21, 2021
Opencv error and Gstreamer can't be created jetson-inference	1	989	July 17, 2021
How to use dynamic shapes in TensorRT	0	1058	July 12, 2021
Real-time Car/Pedestrian detection models for ADAS(Advance Driver Assistance Systems ) jetson-inference	0	761	July 10, 2021
What's the proper way to preprocess on Triton with streaming?	0	1082	July 6, 2021
Inconsistant GPU memory utilsation with parallel model instances	0	802	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

1374

September 28, 2021

Triton Inference Server, Model Analyzer

inference-server-triton

0

364

March 4, 2024

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

performance , inference-server-triton

0

758

February 5, 2024

Inference speed of Triton Server

tensorrt , python , inference-server-triton

0

630

December 19, 2023

GPUs are underutilized with Triton

inference-server-triton , inception

2

900

November 22, 2023

Tensorflow Segmentation Model Deployment On Triton Inference Server

1

1228

September 30, 2021

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

1

931

September 30, 2021

Trition exiting after every batch inference on cpu

natural-language-processing-nlp

5

2932

September 30, 2021

Deepstream nvinfer-server with https endpoint

1

672

September 30, 2021

TRITON server performance degradation 20.03 => 20.07

inference-server-triton

1

845

September 30, 2021

Frontend GUI for NVIDIA Triton Inference Server

inference-server-triton

1

2361

September 30, 2021

Inference on video/audio streams in Triton

inference-server-triton

1

1804

September 30, 2021

Triton Inference Server Inference Request Error on GPU

jetson-inference , python , nano , gpu , segmentation

1

1822

September 29, 2021

Concurrent Model Execution In Same Client Script

1

1221

September 29, 2021

ResourceExhaustedError: OOM when allocating tensor of shape [128]

tensorflow

1

2041

September 29, 2021

Need help authoring Model configuration for Pytorch MNIST

pytorch

2

978

September 29, 2021

How to improve ensemble concurrent performance

1

939

September 28, 2021

Latency linearly increases when increased batch size or concurrent models Tensorrt

tensorrt

3

1800

October 1, 2021

Deploying Machine Translation to Triton Inference Server

pytorch , onnx , inference-server-triton

4

3081

October 1, 2021

Kaldi triton inference server not working on nvidia k80

0

810

August 5, 2021

Optimal Trt inference using threads/processes for peoplenet model for

tensorrt , inference-server-triton , a100

1

1150

July 30, 2021

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

opencv , ubuntu

1

7345

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

1378

July 26, 2021

Deploy LPRnet sequence Classifier on Triton Inference Server

0

758

July 21, 2021

Opencv error and Gstreamer can't be created

jetson-inference

1

989

July 17, 2021

How to use dynamic shapes in TensorRT

0

1058

July 12, 2021

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

jetson-inference

0

761

July 10, 2021

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

0

1082

July 6, 2021

Inconsistant GPU memory utilsation with parallel model instances

0

802

July 5, 2021

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