Amazon Sagemaker

Can I use amazon sagemaker with TLT?

Could you please show more details about your requirement? Do you mean how to deploy the models trained with amazon sagemaker?

I want to to train models with Sagemaker. I want to use the TLT Nvidia:tlt_pretrained_object_detection tooolkit.

Do I have to follow the process mentioned in

For Nvidia TLT, please see its user guide. https://docs.nvidia.com/metropolis/TLT/tlt-getting-started-guide/

I want to to train models with Sagemaker. I want to use the TLT

Could you explicitly tell us how would you use the TLT?

Hi, I want to use NVIDIA TLT for Object detection for training my dataset. I have a laptop but it doesnt meet minimum requirements of Nvidia graphics card with 4GB Memory. So, my only option is to use Amazon Sagemaker to train the object detection model to be used on Jetson Nano for inferencing.

If that is the case, actually, the TLT does not involve in your mentioned way.
Your way is “use Amazon Sagemaker to train the object detection model to be used on Jetson Nano for inferencing.”

Thank you. You mean TLT can’t be used in this case, right ?
I will have to use the model and train it myself, am I correct?

The model which is trained by Amazon Sagemaker cannot be set as a pretrained model in TLT.

I mean How I use this NIVIDA Models: nvidia:tlt_pretrained_object_detection?

These pretrained models are released for TLT. I am not sure if they worked in Amazon Sagemaker.

For how to use these pretrained models, just set it in the training spec.
model_config {

pretrained_model_file: “/path/to/pretrained/model”

Reference blog: https://developer.nvidia.com/blog/training-custom-pretrained-models-using-tlt/

Okay. Thank you.