diff options
Diffstat (limited to 'rules.in')
| -rw-r--r-- | rules.in | 71 |
1 files changed, 0 insertions, 71 deletions
diff --git a/rules.in b/rules.in deleted file mode 100644 index 22698bd..0000000 --- a/rules.in +++ /dev/null @@ -1,71 +0,0 @@ -// Agents -// Built-in -// Eraser: delete other agents recursively -// Dup: duplicates other agents recursively - -// Implemented -// Linear(x, float q, float r): represent "q*x + r" -// Concrete(float k): represent a concrete value k -// Symbolic(id): represent the variable id -// Add(out, b): represent the addition (has various steps AddCheckLinear/AddCheckConcrete) -// Mul(out, b): represent the multiplication (has various steps MulCheckLinear/MulCheckConcrete) -// ReLU(out): represent "if x > 0 ? x ; 0" -// Materialize(out): transforms a Linear packet into a final representation of TermAdd/TermMul/TermReLU - -// TODO: add range information to enable ReLU elimination - -// Rules -Linear(x, float q, float r) >< Add(out, b) => b ~ AddCheckLinear(out, x, q, r); - -Concrete(float k) >< Add(out, b) - | k == 0 => out ~ b - | _ => b ~ AddCheckConcrete(out, k); - -Linear(y, float s, float t) >< AddCheckLinear(out, x, float q, float r) - | (q == 0) && (r == 0) && (s == 0) && (t == 0) => out ~ Concrete(0), x ~ Eraser, y ~ Eraser - | (s == 0) && (t == 0) => Linear(x, q, r) ~ Materialize(out), y ~ Eraser - | (q == 0) && (r == 0) => (*L)Linear(y, s, t) ~ Materialize(out), x ~ Eraser - | _ => Linear(x, q, r) ~ Materialize(out_x), (*L)Linear(y, s, t) ~ Materialize(out_y), out ~ Linear(TermAdd(out_x, out_y), 1, 0); - -Concrete(float j) >< AddCheckLinear(out, x, float q, float r) => out ~ Linear(x, q, r + j); - -Linear(y, float s, float t) >< AddCheckConcrete(out, float k) => out ~ Linear(y, s, t + k); - -Concrete(float j) >< AddCheckConcrete(out, float k) - | j == 0 => out ~ Concrete(k) - | _ => out ~ Concrete(k + j); - -Linear(x, float q, float r) >< Mul(out, b) => b ~ MulCheckLinear(out, x, q, r); - -Concrete(float k) >< Mul(out, b) - | k == 0 => b ~ Eraser, out ~ (*L)Concrete(0) - | k == 1 => out ~ b - | _ => b ~ MulCheckConcrete(out, k); - -Linear(y, float s, float t) >< MulCheckLinear(out, x, float q, float r) - | (q == 0) && (r == 0) && (s == 0) && (t == 0) => out ~ Concrete(0), x ~ Eraser, y ~ Eraser - | (s == 0) && (t == 0) => Linear(x, q, r) ~ Materialize(out), y ~ Eraser - | (q == 0) && (r == 0) => (*L)Linear(y, s, t) ~ Materialize(out), x ~ Eraser - | _ => Linear(x, q, r) ~ Materialize(out_x), (*L)Linear(y, s, t) ~ Materialize(out_y), out ~ Linear(TermMul(out_x, out_y), 1, 0); - -Concrete(float j) >< MulCheckLinear(out, x, float q, float r) => out ~ Linear(x, q * j, r * j); - -Linear(y, float s, float t) >< MulCheckConcrete(out, float k) => out ~ Linear(y, s * k, t * k); - -Concrete(float j) >< MulCheckConcrete(out, float k) - | j == 0 => out ~ Concrete(0) - | j == 1 => out ~ Concrete(k) - | _ => out ~ Concrete(k * j); - -Linear(x, float q, float r) >< ReLU(out) => (*L)Linear(x, q, r) ~ Materialize(out_x), out ~ Linear(TermReLU(out_x), 1, 0); - -Concrete(float k) >< ReLU(out) - | k > 0 => out ~ (*L)Concrete(k) - | _ => out ~ Concrete(0); - -Linear(x, float q, float r) >< Materialize(out) - | (q == 0) => out ~ Concrete(r), x ~ Eraser - | (q == 1) && (r == 0) => out ~ x - | (q == 1) && (r != 0) => out ~ TermAdd(x, Concrete(r)) - | (q != 0) && (r == 0) => out ~ TermMul(Concrete(q), x) - | _ => out ~ TermAdd(TermMul(Concrete(q), x), Concrete(r)); |
