Test model: improved output log
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@@ -43,8 +43,11 @@ if __name__ == "__main__":
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# save state
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# save state
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model.save()
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model.save()
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for inp in batch:
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for index, inp in enumerate(batch):
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out = model.backward(model.forward(inp))
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out = model.backward(model.forward(inp))[0]
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print(f"Pattern: {inp} -> {out}")
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print(f"- Pattern {index} -------------------------")
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print(f"Input : {inp}")
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print(f"Output : {(out > 0.9).astype(np.float64)}")
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print(f"Error : {np.mean((out - inp)**2):0.3f}")
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