README.md

# Basic MNIST Example

```bash
python test_single_gpu_mnist.py
python test_single_gpu_mnist.py --use-te   # Linear layers from TransformerEngine
python test_single_gpu_mnist.py --use-te --use-fp8  # FP8 + TransformerEngine for Linear layers
```