xor_training_example.hpp File Reference

Phase 1's training-loop proof: Linear(2,4)->ReLU->Linear(4,1) learning XOR. More...

#include "pulsatrix/adam_optimizer.hpp"
#include "pulsatrix/linear_module.hpp"
#include "pulsatrix/metrics_sink.hpp"
#include "pulsatrix/mse_loss.hpp"
#include "pulsatrix/relu_module.hpp"

Include dependency graph for xor_training_example.hpp:

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Classes
class	pulsatrix::XorNetwork
	A tiny MLP (Linear(2,4) -> ReLU -> Linear(4,1)) trained on XOR – the canonical not-linearly-separable case, exactly representable by a small MLP, giving an unambiguous convergence target for Phase 1's "prove the training loop works" goal. More...

Namespaces
namespace	pulsatrix

Detailed Description

Phase 1's training-loop proof: Linear(2,4)->ReLU->Linear(4,1) learning XOR.