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4.8. Testing Checklist

mvn test -Dtest=LoraAdapterTest                    # numerical gradient check (most important)
mvn test -Dtest=LoraAdapterSetTest                 # round-trip serialisation v1/v2
mvn test -Dtest=LoraAdamOptimizerTest              # update direction, A-only decay, LoRA+
mvn test -Dtest=LoraTrainableHandlerTest           # adjointness: dot(A*x,v) == dot(A^T*v,x)
mvn test -Dtest=LoraMicrobatchTest                 # bounds, apply/current, blank/default
mvn test -Dtest=LoraCorpusLimitTest                # seeded subsampling, budget limits
mvn test -Dtest=LoraTrainableHandlerGpuBackwardTest  # CPU/GPU parity, speed gates
mvn test -pl node -Dgroups=gpu                     # GPU adjoint, parity (NVIDIA)
mvn test -pl node -Dgroups=rocm                    # GPU adjoint, parity (AMD)

See also


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