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	900	September 28, 2021
GPUs are underutilized with Triton inference-server-triton , inception	2	156	November 22, 2023
Tensorflow Segmentation Model Deployment On Triton Inference Server	1	899	September 30, 2021
Convert cuda module (StyleGAN v2 Pytorch) to torchscript (pt)	1	641	September 30, 2021
Trition exiting after every batch inference on cpu natural-language-processing-nlp	5	2208	September 30, 2021
Deepstream nvinfer-server with https endpoint	1	473	September 30, 2021
TRITON server performance degradation 20.03 => 20.07 inference-server-triton	1	584	September 30, 2021
Frontend GUI for NVIDIA Triton Inference Server inference-server-triton	1	1378	September 30, 2021
Inference on video/audio streams in Triton inference-server-triton	1	1122	September 30, 2021
Triton Inference Server Inference Request Error on GPU jetson-inference , python , nano , gpu , segmentation	1	1152	September 29, 2021
Concurrent Model Execution In Same Client Script	1	918	September 29, 2021
ResourceExhaustedError: OOM when allocating tensor of shape [128] tensorflow	1	1720	September 29, 2021
Need help authoring Model configuration for Pytorch MNIST pytorch	2	684	September 29, 2021
How to improve ensemble concurrent performance	1	637	September 28, 2021
Latency linearly increases when increased batch size or concurrent models Tensorrt tensorrt	3	1262	October 1, 2021
Deploying Machine Translation to Triton Inference Server pytorch , onnx , inference-server-triton	4	2168	October 1, 2021
Kaldi triton inference server not working on nvidia k80	0	601	August 5, 2021
Optimal Trt inference using threads/processes for peoplenet model for tensorrt , inference-server-triton , a100	1	886	July 30, 2021
OpenCV import fails with "Illegal Instruction (Core Dump)" opencv , ubuntu	1	5465	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	418	July 26, 2021
ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:862 Failed to get cuda engine from custom library API deep-learning	0	955	July 26, 2021
Deploy LPRnet sequence Classifier on Triton Inference Server	0	555	July 21, 2021
Opencv error and Gstreamer can't be created jetson-inference	1	750	July 17, 2021
How to use dynamic shapes in TensorRT	0	739	July 12, 2021
Real-time Car/Pedestrian detection models for ADAS(Advance Driver Assistance Systems ) jetson-inference	0	537	July 10, 2021
What's the proper way to preprocess on Triton with streaming?	0	816	July 6, 2021
Inconsistant GPU memory utilsation with parallel model instances	0	600	July 5, 2021
Triton ensemble model version	2	3243	August 31, 2021
How to pass string output from triton python backend python , inference-server-triton	4	6009	June 29, 2021
Torchscripted Pytorch Lightning Module Fails to Load pytorch	2	2963	October 12, 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

900

September 28, 2021

GPUs are underutilized with Triton

inference-server-triton , inception

2

156

November 22, 2023

Tensorflow Segmentation Model Deployment On Triton Inference Server

1

899

September 30, 2021

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

1

641

September 30, 2021

Trition exiting after every batch inference on cpu

natural-language-processing-nlp

5

2208

September 30, 2021

Deepstream nvinfer-server with https endpoint

1

473

September 30, 2021

TRITON server performance degradation 20.03 => 20.07

inference-server-triton

1

584

September 30, 2021

Frontend GUI for NVIDIA Triton Inference Server

inference-server-triton

1

1378

September 30, 2021

Inference on video/audio streams in Triton

inference-server-triton

1

1122

September 30, 2021

Triton Inference Server Inference Request Error on GPU

jetson-inference , python , nano , gpu , segmentation

1

1152

September 29, 2021

Concurrent Model Execution In Same Client Script

1

918

September 29, 2021

ResourceExhaustedError: OOM when allocating tensor of shape [128]

tensorflow

1

1720

September 29, 2021

Need help authoring Model configuration for Pytorch MNIST

pytorch

2

684

September 29, 2021

How to improve ensemble concurrent performance

1

637

September 28, 2021

Latency linearly increases when increased batch size or concurrent models Tensorrt

tensorrt

3

1262

October 1, 2021

Deploying Machine Translation to Triton Inference Server

pytorch , onnx , inference-server-triton

4

2168

October 1, 2021

Kaldi triton inference server not working on nvidia k80

0

601

August 5, 2021

Optimal Trt inference using threads/processes for peoplenet model for

tensorrt , inference-server-triton , a100

1

886

July 30, 2021

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

opencv , ubuntu

1

5465

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

418

July 26, 2021

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

deep-learning

0

955

July 26, 2021

Deploy LPRnet sequence Classifier on Triton Inference Server

0

555

July 21, 2021

Opencv error and Gstreamer can't be created

jetson-inference

1

750

July 17, 2021

How to use dynamic shapes in TensorRT

0

739

July 12, 2021

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

jetson-inference

0

537

July 10, 2021

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

0

816

July 6, 2021

Inconsistant GPU memory utilsation with parallel model instances

0

600

July 5, 2021

Triton ensemble model version

2

3243

August 31, 2021

How to pass string output from triton python backend

python , inference-server-triton

4

6009

June 29, 2021

Torchscripted Pytorch Lightning Module Fails to Load

pytorch

2

2963

October 12, 2021

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