CPU and GPU Model Training and Deployment¶

CPU Model Training and Deployment¶

If the model is to be deployed on a CPU device, it is recommended to select Lite (better with CPU deployment) .

../../../_images/instance_cpu_training.png

Select CPU for Deployment device.

../../../_images/instance_cpu_deployment.png

GPU Model Training and Deployment¶

If the model is to be deployed on a GPU device, it is recommended to select Normal (better with GPU deployment) .

../../../_images/instance_gpu_training.png

Please select GPU for Deployment device.

For Model type to export, please select dlkmt only when the model training and deployment are done on GPU graphics cards of the same model.

Otherwise, please select dlkmo to avoid the problem that the model file cannot be used due to the difference in graphics card models for training and deployment.

../../../_images/instance_gpu_deployment.png