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authorericmarin <maarin.eric@gmail.com>2026-03-09 15:15:41 +0100
committerericmarin <maarin.eric@gmail.com>2026-03-09 15:15:41 +0100
commit2152db1e181609a3c8e686ce647079c6a04c6740 (patch)
tree36be64792b6830a1639db5d04e970001d6730c27 /nn.in
downloadvein-2152db1e181609a3c8e686ce647079c6a04c6740.tar.gz
vein-2152db1e181609a3c8e686ce647079c6a04c6740.zip
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+// Rules
+Symbolic(id) >< Add(out, b) => b ~ AddCheck(out, (*L)Symbolic(id));
+Concrete(int k) >< Add(out, b)
+ | k == 0 => out ~ b
+ | _ => b ~ AddCheckConcrete(out, k);
+other >< Add(out, b) => out ~ Add((*L)other, b);
+
+Symbolic(id) >< AddCheck(out, a) => out ~ Add(a, (*L)Symbolic(id));
+Concrete(int j) >< AddCheck(out, a)
+ | j == 0 => out ~ a
+ | _ => out ~ Add(a, (*L)Concrete(j));
+other >< AddCheck(out, a) => out ~ Add(a, (*L)other);
+
+Symbolic(id) >< AddCheckConcrete(out, int k) => out ~ Add(Concrete(k), (*L) Symbolic(id));
+Concrete(int j) >< AddCheckConcrete(out, int k)
+ | j == 0 => out ~ Concrete(k)
+ | _ => out ~ Concrete(k + j);
+other >< AddCheckConcrete(out, int k) => out ~ Add(Concrete(k), (*L)other);
+
+Symbolic(id) >< Mul(out, b) => b ~ MulCheck(out, (*L)Symbolic(id));
+Concrete(int k) >< Mul(out, b)
+ | k == 0 => b ~ Eraser, out ~ (*L)Concrete(0)
+ | k == 1 => out ~ b
+ | _ => b ~ MulCheckConcrete(out, k);
+other >< Mul(out, b) => out ~ Mul((*L)other, b);
+
+Symbolic(id) >< MulCheck(out, a) => out ~ Mul(a, (*L)Symbolic(id));
+Concrete(int j) >< MulCheck(out, a)
+ | j == 0 => a ~ Eraser, out ~ (*L)Concrete(0)
+ | j == 1 => out ~ a
+ | _ => out ~ Mul(a, (*L)Concrete(j));
+other >< MulCheck(out, a) => out ~ Mul(a, (*L)other);
+
+Symbolic(id) >< MulCheckConcrete(out, int k) => out ~ Mul(Concrete(k), (*L)Symbolic(id));
+Concrete(int j) >< MulCheckConcrete(out, int k)
+ | j == 0 => out ~ Concrete(0)
+ | j == 1 => out ~ Concrete(k)
+ | _ => out ~ Concrete(k * j);
+other >< MulCheckConcrete(out, int k) => out ~ Mul(Concrete(k), (*L)other);
+
+Symbolic(id) >< ReLU(out) => out ~ ReLU((*L)Symbolic(id));
+Concrete(int k) >< ReLU(out)
+ | k > 0 => out ~ (*L)Concrete(k)
+ | _ => out ~ Concrete(0);
+other >< ReLU(out) => out ~ ReLU((*L)other);
+
+// Net
+Symbolic(X) ~ Add(out, b);
+Concrete(0) ~ Mul(b, Symbolic(Y));
+out;
+
+free out;
+Symbolic(X) ~ Mul(out, Concrete(0));
+out;
+
+free out;
+Symbolic(X) ~ Mul(out, b);
+Symbolic(Y) ~ Add(b, Concrete(1));
+out;
+
+free out;
+Concrete(1) ~ Add(out, b);
+Concrete(2) ~ Add(b, c);
+Concrete(3) ~ Mul(c, Concrete(2));
+out;
+
+free out;
+Symbolic(X) ~ Mul(a, Symbolic(W1));
+Symbolic(Y) ~ Mul(b, Symbolic(W2));
+b ~ Add(c, Symbolic(B));
+a ~ Add(d, c);
+d ~ ReLU(out);
+out;
+
+free out;
+Symbolic(X) ~ Dup(a, b);
+a ~ Add(c, Concrete(1));
+b ~ Mul(out, c);
+out;