TAO API key - login works, token suddenly fails to authenticate
I’ve been using the TAO API deployed to AWS EKS for a while, and now am seeing some strange server-side behavior where the login endpoint works but all subsequent (experiments, datasets, etc) are...
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TAO 5.3, YOLOv4 : Retrieving kmeans 'anchor shapes' through API call
Hi, I’m using TAO API 5.3 on AWS EKS, T4 GPU hardware. I’m training YOLOv4 on a custom kitti image dataset. I’ve successfully run the dataset_convert action on my train and val sets. To obtain YOLOv4...
View ArticleTAO-deploy installation fails on Orin AGX hardware
Hi, I have an .onnx file that results from exporting a TAO-trained YOLOv4 model from my AWS instance. Now I’d like to run tao deploy on my Orin AGX. So I’m following this guide to install TAO deploy....
View ArticleWhat is "export specification file" for TAO deploy?
Hello there, Recently, we have trained a custom YOLOv4 model with the NVIDIA TAO API, and exported the trained model.onnx file. Now, the goal is to use TAO deploy to convert to TensorRT engine, on...
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Distillation training
Please provide the following information when requesting support. • Hardware (T4) • Network Type (Dino and Yolo) • How to reproduce the issue ? I am trying to get a small model which can be...
View ArticleRetinaNet trained with taotoolkit cannot be run on the triton server when...
Recently, I updated the JetPack on my Orin Nano from JetPack 5 to JetPack 6. After the update, I noticed that a model I had previously running (a RetinaNet model trained with TAO Toolkit 5.3) no...
View ArticleIssues during GroundingDino inference
• Hardware L40s • Network Type Grounding DINO • TLT Version TAO 5.5 During the training of the grounding model, the metrics all appear normal, but during actual inference, different prompt...
View Article0 mAP after switching from TAP 4 to TAO 5
Hello! I am using TAO Toolkit 4.0.1 to pretrain the peoplenet model. My dataset consists of images that contain people and an object that I am trying to pretrain the model on. People in my dataset are...
View ArticleTAO toolkit 5.3 actionrecognitionnet training error for joint model, network...
Please provide the following information when requesting support. • Hardware : T4 • Network Type : ActionRecognitionNet • Training spec file(If have, please share here) results_dir: /results/joint_2d...
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