Please provide the following information when requesting support.
• Hardware (T4/V100/Xavier/Nano/etc) : A40
• Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)
• TLT Version (Please run “tlt info --verbose” and share “docker_tag” here)
• Training spec file(If have, please share here)
• How to reproduce the issue ? (This is for errors. Please share the command line and the detailed log here.)
Regarding where will the augmentation happen(both online and offline). (https://docs.nvidia.com/tao/tao-toolkit/text/data_services/augment.html)
— From What I understood from the documentation, online augmentation will happen as part of training process and is configured in the training specs file directly.
Regarding offline augmentation with tao API service, I was not able to find much reference, in Tao API reference there is one option(flag) for augment(which I believe is for offline augmentation, but I am not very sure) but I can’t find any details regarding that.
Below is using the CLI: (I want to use API service)
But the issue is it uses cli, I want to use Tao API service(deployed as kubernetes service as per nvidia documentation) from here: NVIDIA TAO API
Thanks.
2 posts - 2 participants
