AI Training Time Estimator – Calculate How Long to Train Your AI Model

How to Use the AI Training Time Estimator

Enter the following details in the input fields:

• Dataset size – number of training samples (integer, e.g., 50000).
• Batch size – number of samples per training batch (integer, e.g., 32).
• Number of epochs – total training cycles (integer, e.g., 10).
• Model complexity – number of model parameters in millions (integer, e.g., 100 for 100M params).
• Hardware choice – select your GPU/CPU from the dropdown.
• Data loading speed – optional, enter storage speed in MB/s (integer, e.g., 200).
• Precision mode – choose between FP32 or faster FP16.

Click the “Calculate” button to get:

• Total number of training steps.
• Estimated total training time in hours and minutes.
• Average time per epoch.
• Warnings if data loading may slow down your training.