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Deepstream Onnx inference no output
• Hardware: ubuntu 20 x86 with RTX 3060 • Network Type: Classification tf1 (VehicleMakeNet - Resnet18) • TLT Version: http://nvcr.io/nvidia/tao/tao-toolkit:5.0.0-tf1.15.5 • Training spec file:...
View ArticleNo CUDA-capable device is detected - yolov4
Please provide the following information when requesting support. • Hardware (T4) • Network Type (Yolo_v4) • TLT Version (TAO 5.0.0) • Training spec file(If have, please share here) • How to reproduce...
View ArticleTao deploy doesnt work
Please provide the following information when requesting support. • Hardware AMD64 , 3080 RTX • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) • TLT Version...
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Nvidia Tao Deploy install is failing when trying to install on container from...
Hi, I’m trying to install nvidia-tao-deploy on my device and following the provided instructions results in failure. Here’s the link of instructions i have followed: NVIDIA Docs TAO Deploy...
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Why Nvidia Tao Toolkit documentation is very bad?
I am trying to train a object detection model with TAO and deploy it to Deepstream on Jetson devices. However, the documentation is so bad. Let me explain why I think like that. When I click to...
View ArticleTAO not running when using multiple GPUs
I’m using (g6.12xlarge pricing and specs - Vantage) to train a mask r-cnn model I’m running the toolkit with the command: docker run -it --rm --gpus all -v /home/ubuntu:/workspace...
View ArticleCan classification models replace LPRnet
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX3050 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleRe-Identification training got stop automatically
Dear @Morganh I am trying to train on person re-identification model on my custom dataset on 2080TI GPU machine and my dataset size is around 2.4M. but I am getting below issue. (Training got stop...
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Re_identification_net in TAO 5.3.0 checkpoint_interval configuration is not...
When checkpoint_interval=10 is specified, no checkpoints are saved when training NVIDIA TAO 5.3 ReIdentification model. When the checkpoint interval is set to 1, training generates checkpoints....
View ArticleWhy is the model file generated in .hdf5 format, and can a .tlt format file...
Why is the model file generated in .hdf5 format, and can a .tlt format file be generated? print("To run with multigpu, please change --gpus based on the number of available GPUs in your machine.")...
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ImportError: numpy.core.multiarray failed to import
I am trying Running TAO Toolkit on Google Colab. Here is the link: colab.research.google.com Google Colab When I run the command below, it get this output Using TensorFlow backend. 2024-08-22...
View ArticleRe_identification_net in TAO 5.3.0 does not generate validation metrics...
According to the source code, validation metrics should be generated at every checkpoint_interval (link). However with Re Identification model training, the validation metrics are not generated. It...
View ArticleFacenet question
Please provide the following information when requesting support. Hardware: T4 Network type: Facenet, FPEnet I’m having ported parts of the TAO facial landmarks sample app to GOLANG...
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UNet Training on Tao toolkit is getting stuck
• Hardware : NVIDIA GeForce RTX 2060 • Network Type : UNet • TLT Version : nvidia/tao/tao-toolkit-tf: v3.22.05-tf1.15.5-py3 • Training spec file tao_unet_05_08_24_train_v5.txt (1.7 KB) In the uploaded...
View ArticleImage Classification Pytorch Training Error
Please provide the following information when requesting support. • Nvidia Ada 2000 • Image Classification Pytorch • Docker Image: nvcr.io/nvidia/tao/tao-toolkit:5.5.0-pyt Training seems to be using...
View ArticleNVIDIA TAO 5.5 Release : New Foundation Models and Training Capabilities
Highlights from this release: Explore new foundation and multi-modal models: Grounding-DINO—Open vocabulary object detection with fine-tuning Mask-GroundingDINO—Open vocabulary instance segmentation...
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I’m getting Mean Average Precision as 0 for all classes while training...
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) • Network Type Detectnet_v2 • TLT Version 5.0.0-tf1.15.5 • Training spec file...
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TAO 5.0.0-tf1.15.5 support for .tlt , .etlt, .hdf5, .onnx, .engine, .trt,...
https://docs.nvidia.com/tao/tao-toolkit/text/ds_tao/deepstream_tao_integration.html I am training my yolo_v3 model in TAO framework and deploying it in Deepstream Framework. After training the model,...
View ArticleYOLO v3 .engine.fp16 layer mismatch in deepStream inferencing
Complete information applicable to my setup - Hardware Platform (GPU) - Tesla T4 DeepStream Version - Deepstream:6.1-Triton TAO Toolkit Version - 5.0.0 TensorFlow version -1.15.5 TensorRT Version -...
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TAO deploy docs - build trt engine on x86 run on aarch64?
Description The current release page for TAO deploy offers guidance that conflicts with the norm. It states: Due to memory issues, you should first run the gen_trt_engine subtask on the x86 platform...
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