add save function in pipeline
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@@ -14,7 +14,8 @@ class Act:
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@staticmethod
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def tanh(z):
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return jnp.tanh(0.6 * z)
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z = jnp.clip(0.6*z, -3, 3)
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return jnp.tanh(z)
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@staticmethod
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def sin(z):
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@@ -45,11 +45,15 @@ class SympySigmoid(sp.Function):
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class SympyTanh(sp.Function):
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@classmethod
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def eval(cls, z):
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return sp.tanh(0.6 * z)
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if z.is_Number:
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z = SympyClip(0.6 * z, -3, 3)
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return sp.tanh(z)
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return None
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@staticmethod
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def numerical_eval(z, backend=np):
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return backend.tanh(0.6 * z)
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z = backend.clip(0.6*z, -3, 3)
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return backend.tanh(z)
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class SympySin(sp.Function):
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