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	1110	September 28, 2021
Triton Inference Server, Model Analyzer inference-server-triton	0	165	March 4, 2024
Issues with using multiple perf-analyzer processes for Triton Inference Server performance , inference-server-triton	0	357	February 5, 2024
Inference speed of Triton Server tensorrt , python , inference-server-triton	0	410	December 19, 2023
GPUs are underutilized with Triton inference-server-triton , inception	2	511	November 22, 2023
Tensorflow Segmentation Model Deployment On Triton Inference Server	1	1089	September 30, 2021
Convert cuda module (StyleGAN v2 Pytorch) to torchscript (pt)	1	794	September 30, 2021
Trition exiting after every batch inference on cpu natural-language-processing-nlp	5	2640	September 30, 2021
Deepstream nvinfer-server with https endpoint	1	575	September 30, 2021
TRITON server performance degradation 20.03 => 20.07 inference-server-triton	1	729	September 30, 2021
Frontend GUI for NVIDIA Triton Inference Server inference-server-triton	1	1813	September 30, 2021
Inference on video/audio streams in Triton inference-server-triton	1	1471	September 30, 2021
Triton Inference Server Inference Request Error on GPU jetson-inference , python , nano , gpu , segmentation	1	1502	September 29, 2021
Concurrent Model Execution In Same Client Script	1	1081	September 29, 2021
ResourceExhaustedError: OOM when allocating tensor of shape [128] tensorflow	1	1877	September 29, 2021
Need help authoring Model configuration for Pytorch MNIST pytorch	2	828	September 29, 2021
How to improve ensemble concurrent performance	1	795	September 28, 2021
Latency linearly increases when increased batch size or concurrent models Tensorrt tensorrt	3	1552	October 1, 2021
Deploying Machine Translation to Triton Inference Server pytorch , onnx , inference-server-triton	4	2643	October 1, 2021
Kaldi triton inference server not working on nvidia k80	0	717	August 5, 2021
Optimal Trt inference using threads/processes for peoplenet model for tensorrt , inference-server-triton , a100	1	1042	July 30, 2021
OpenCV import fails with "Illegal Instruction (Core Dump)" opencv , ubuntu	1	6342	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	520	July 26, 2021
ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:862 Failed to get cuda engine from custom library API deep-learning	0	1205	July 26, 2021
Deploy LPRnet sequence Classifier on Triton Inference Server	0	663	July 21, 2021
Opencv error and Gstreamer can't be created jetson-inference	1	881	July 17, 2021
How to use dynamic shapes in TensorRT	0	885	July 12, 2021
Real-time Car/Pedestrian detection models for ADAS(Advance Driver Assistance Systems ) jetson-inference	0	656	July 10, 2021
What's the proper way to preprocess on Triton with streaming?	0	954	July 6, 2021
Inconsistant GPU memory utilsation with parallel model instances	0	706	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

1110

September 28, 2021

Triton Inference Server, Model Analyzer

inference-server-triton

0

165

March 4, 2024

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

performance , inference-server-triton

0

357

February 5, 2024

Inference speed of Triton Server

tensorrt , python , inference-server-triton

0

410

December 19, 2023

GPUs are underutilized with Triton

inference-server-triton , inception

2

511

November 22, 2023

Tensorflow Segmentation Model Deployment On Triton Inference Server

1

1089

September 30, 2021

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

1

794

September 30, 2021

Trition exiting after every batch inference on cpu

natural-language-processing-nlp

5

2640

September 30, 2021

Deepstream nvinfer-server with https endpoint

1

575

September 30, 2021

TRITON server performance degradation 20.03 => 20.07

inference-server-triton

1

729

September 30, 2021

Frontend GUI for NVIDIA Triton Inference Server

inference-server-triton

1

1813

September 30, 2021

Inference on video/audio streams in Triton

inference-server-triton

1

1471

September 30, 2021

Triton Inference Server Inference Request Error on GPU

jetson-inference , python , nano , gpu , segmentation

1

1502

September 29, 2021

Concurrent Model Execution In Same Client Script

1

1081

September 29, 2021

ResourceExhaustedError: OOM when allocating tensor of shape [128]

tensorflow

1

1877

September 29, 2021

Need help authoring Model configuration for Pytorch MNIST

pytorch

2

828

September 29, 2021

How to improve ensemble concurrent performance

1

795

September 28, 2021

Latency linearly increases when increased batch size or concurrent models Tensorrt

tensorrt

3

1552

October 1, 2021

Deploying Machine Translation to Triton Inference Server

pytorch , onnx , inference-server-triton

4

2643

October 1, 2021

Kaldi triton inference server not working on nvidia k80

0

717

August 5, 2021

Optimal Trt inference using threads/processes for peoplenet model for

tensorrt , inference-server-triton , a100

1

1042

July 30, 2021

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

opencv , ubuntu

1

6342

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

520

July 26, 2021

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

deep-learning

0

1205

July 26, 2021

Deploy LPRnet sequence Classifier on Triton Inference Server

0

663

July 21, 2021

Opencv error and Gstreamer can't be created

jetson-inference

1

881

July 17, 2021

How to use dynamic shapes in TensorRT

0

885

July 12, 2021

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

jetson-inference

0

656

July 10, 2021

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

0

954

July 6, 2021

Inconsistant GPU memory utilsation with parallel model instances

0

706

July 5, 2021

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