Tutorials

ML Tutorials

End-to-end examples tied to current executable sources. C++ tutorials live insdk/cpp/tutorials/ml; paired Python workloads live in sdk/py/tutorials/ml.

Image Classification — Fashion-MNIST

Train a two-layer MLP on real IDX binary data. Covers oa::Module, oa::Linear, oa::AdamW, implicit autograd, validation, timing, and checkpoint round-trip.

Build & Run

Run the selected front end from the oa repository root:

cmake --preset release
cmake --build build/release --target TutorialMnistClassifierAg -j

./bin/release/sdk/tutorials/ml/tuMnistClassifierAg