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Diffstat (limited to 'xor.in')
| -rw-r--r-- | xor.in | 142 |
1 files changed, 0 insertions, 142 deletions
@@ -1,142 +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)); - - -// Network A -Dup(v0, Dup(v1, Dup(v2, v3))) ~ Linear(Symbolic(X_0), 1.0, 0.0); -Mul(v4, Concrete(1.249051570892334)) ~ v0; -Add(v5, v4) ~ Concrete(-2.076689270325005e-05); -Mul(v6, Concrete(0.8312496542930603)) ~ v1; -Add(v7, v6) ~ Concrete(-0.8312351703643799); -Mul(v8, Concrete(0.9251033663749695)) ~ v2; -Add(v9, v8) ~ Concrete(-0.9250767230987549); -Mul(v10, Concrete(0.3333963453769684)) ~ v3; -Add(v11, v10) ~ Concrete(0.05585573986172676); -Dup(v12, Dup(v13, Dup(v14, v15))) ~ Linear(Symbolic(X_1), 1.0, 0.0); -Mul(v16, Concrete(0.8467237949371338)) ~ v12; -Add(v17, v16) ~ v5; -Mul(v18, Concrete(0.8312491774559021)) ~ v13; -Add(v19, v18) ~ v7; -Mul(v20, Concrete(0.9251176118850708)) ~ v14; -Add(v21, v20) ~ v9; -Mul(v22, Concrete(1.084873080253601)) ~ v15; -Add(v23, v22) ~ v11; -ReLU(v24) ~ v17; -ReLU(v25) ~ v19; -ReLU(v26) ~ v21; -ReLU(v27) ~ v23; -Mul(v28, Concrete(0.7005411982536316)) ~ v24; -Add(v29, v28) ~ Concrete(-0.02095046266913414); -Mul(v30, Concrete(-0.9663007259368896)) ~ v25; -Add(v31, v30) ~ v29; -Mul(v32, Concrete(-1.293721079826355)) ~ v26; -Add(v33, v32) ~ v31; -Mul(v34, Concrete(0.3750816583633423)) ~ v27; -Add(v35, v34) ~ v33; -Materialize(result0) ~ v35; -result0; -free ifce; - - -// Network B -Dup(v0, Dup(v1, Dup(v2, v3))) ~ Linear(Symbolic(X_0), 1.0, 0.0); -Mul(v4, Concrete(1.1727254390716553)) ~ v0; -Add(v5, v4) ~ Concrete(-0.005158121697604656); -Mul(v6, Concrete(1.1684346199035645)) ~ v1; -Add(v7, v6) ~ Concrete(-1.1664382219314575); -Mul(v8, Concrete(-0.2502972185611725)) ~ v2; -Add(v9, v8) ~ Concrete(-0.10056735575199127); -Mul(v10, Concrete(-0.6796815395355225)) ~ v3; -Add(v11, v10) ~ Concrete(-0.32640340924263); -Dup(v12, Dup(v13, Dup(v14, v15))) ~ Linear(Symbolic(X_1), 1.0, 0.0); -Mul(v16, Concrete(1.1758666038513184)) ~ v12; -Add(v17, v16) ~ v5; -Mul(v18, Concrete(1.1700055599212646)) ~ v13; -Add(v19, v18) ~ v7; -Mul(v20, Concrete(0.02409248612821102)) ~ v14; -Add(v21, v20) ~ v9; -Mul(v22, Concrete(-0.43328654766082764)) ~ v15; -Add(v23, v22) ~ v11; -ReLU(v24) ~ v17; -ReLU(v25) ~ v19; -ReLU(v26) ~ v21; -ReLU(v27) ~ v23; -Mul(v28, Concrete(0.8594199419021606)) ~ v24; -Add(v29, v28) ~ Concrete(7.867255291671427e-09); -Mul(v30, Concrete(-1.7184218168258667)) ~ v25; -Add(v31, v30) ~ v29; -Mul(v32, Concrete(-0.207244873046875)) ~ v26; -Add(v33, v32) ~ v31; -Mul(v34, Concrete(-0.14912307262420654)) ~ v27; -Add(v35, v34) ~ v33; -Materialize(result0) ~ v35; -result0;
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