Dataset size → training cost calculator

Estimate how long a training run might take and what it could cost on a single GPU. Pick your dataset size (samples or GB), training hyperparameters, model family, and GPU.

Outputs include steps per epoch, total steps, wall-clock time, GPU-hours, and an optional electricity and CO₂ footprint hint. All reference performance and price values are snapshots for planning only.

Dataset size as

Framework choice does not change the estimate in this version; it is for your notes only.

Cloud price