Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, C
Time bar (total: 1.5s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 100% | 99.9% | 0% | 0.1% | 0% | 0% | 0% | 1 |
Compiled 7 to 7 computations (0% saved)
| 249.0ms | 8 256× | 0 | valid |
ival-mult: 57.0ms (57.2% of total)ival-sub: 34.0ms (34.1% of total)ival-true: 6.0ms (6% of total)ival-assert: 3.0ms (3% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (-.f64 x (*.f64 y z)) |
| 0 | 0 | - | 0 | - | (*.f64 y z) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | x |
| Predicted + | Predicted - | |
|---|---|---|
| + | 0 | 0 |
| - | 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 256 |
| number | freq |
|---|---|
| 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 1 |
| 19.0ms | 512× | 0 | valid |
Compiled 64 to 34 computations (46.9% saved)
ival-mult: 4.0ms (61.3% of total)ival-sub: 2.0ms (30.7% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 21 | 48 |
| 1 | 65 | 48 |
| 2 | 125 | 48 |
| 3 | 269 | 48 |
| 4 | 441 | 48 |
| 5 | 493 | 48 |
| 6 | 495 | 48 |
| 0 | 5 | 5 |
| 0 | 7 | 5 |
| 1 | 13 | 5 |
| 2 | 25 | 5 |
| 3 | 37 | 5 |
| 4 | 52 | 5 |
| 5 | 76 | 5 |
| 6 | 116 | 5 |
| 7 | 150 | 5 |
| 8 | 192 | 5 |
| 9 | 217 | 5 |
| 10 | 233 | 5 |
| 0 | 233 | 5 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
| Outputs |
|---|
(-.f64 x (*.f64 y z)) |
(fma.f64 (neg.f64 z) y x) |
(sort y z)
Compiled 5 to 5 computations (0% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (-.f64 x (*.f64 y z)) |
Compiled 5 to 5 computations (0% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y z) | |
| cost-diff | 0 | (-.f64 x (*.f64 y z)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 11 |
| 0 | 7 | 11 |
| 1 | 13 | 11 |
| 2 | 25 | 11 |
| 3 | 37 | 11 |
| 4 | 52 | 11 |
| 5 | 76 | 11 |
| 6 | 116 | 11 |
| 7 | 150 | 11 |
| 8 | 192 | 11 |
| 9 | 217 | 11 |
| 10 | 233 | 11 |
| 0 | 233 | 11 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
x |
(*.f64 y z) |
y |
z |
| Outputs |
|---|
(-.f64 x (*.f64 y z)) |
(fma.f64 (neg.f64 z) y x) |
x |
(*.f64 y z) |
(*.f64 z y) |
y |
z |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (-.f64 x (*.f64 y z)) | |
| accuracy | 0 | (*.f64 y z) |
| 9.0ms | 256× | 0 | valid |
Compiled 24 to 12 computations (50% saved)
ival-mult: 2.0ms (64.6% of total)ival-sub: 1.0ms (32.3% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ()) |
#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt x (taylor 0 z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt x (taylor 0 y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf y) (#s(alt (*.f64 y z) (patch (*.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt x (taylor inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt x (taylor -inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt (-.f64 x (*.f64 y z)) (patch (-.f64 x (*.f64 y z)) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | inf | ((- x (* y z)) (* y z)) |
| 1.0ms | z | @ | -inf | ((- x (* y z)) (* y z)) |
| 0.0ms | y | @ | -inf | ((- x (* y z)) (* y z)) |
| 0.0ms | z | @ | inf | ((- x (* y z)) (* y z)) |
| 0.0ms | z | @ | 0 | ((- x (* y z)) (* y z)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 32 | 231 |
| 1 | 96 | 231 |
| 2 | 229 | 231 |
| 3 | 777 | 231 |
| 4 | 2183 | 231 |
| 5 | 3289 | 231 |
| 6 | 4321 | 231 |
| 7 | 5328 | 231 |
| 8 | 6178 | 231 |
| 9 | 6433 | 231 |
| 10 | 6654 | 231 |
| 11 | 7617 | 231 |
| 0 | 8215 | 231 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -1 (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
x |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
x |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
| Outputs |
|---|
x |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 z) y x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 z) y x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 z) y x) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -1 (* y z)) |
(*.f64 (neg.f64 z) y) |
(* z (- (/ x z) y)) |
(fma.f64 (neg.f64 z) y x) |
(* z (- (/ x z) y)) |
(fma.f64 (neg.f64 z) y x) |
(* z (- (/ x z) y)) |
(fma.f64 (neg.f64 z) y x) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -1 (* y z)) |
(*.f64 (neg.f64 z) y) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(fma.f64 (neg.f64 z) y x) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(fma.f64 (neg.f64 z) y x) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(fma.f64 (neg.f64 z) y x) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
x |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 z) y x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 z) y x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 z) y x) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -1 (* y z)) |
(*.f64 (neg.f64 z) y) |
(* y (- (/ x y) z)) |
(fma.f64 (neg.f64 z) y x) |
(* y (- (/ x y) z)) |
(fma.f64 (neg.f64 z) y x) |
(* y (- (/ x y) z)) |
(fma.f64 (neg.f64 z) y x) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -1 (* y z)) |
(*.f64 (neg.f64 z) y) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(fma.f64 (neg.f64 z) y x) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(fma.f64 (neg.f64 z) y x) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(fma.f64 (neg.f64 z) y x) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -1 (* y z)) |
(*.f64 (neg.f64 z) y) |
(- x (* y z)) |
(fma.f64 (neg.f64 z) y x) |
(- x (* y z)) |
(fma.f64 (neg.f64 z) y x) |
(- x (* y z)) |
(fma.f64 (neg.f64 z) y x) |
x |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(fma.f64 (neg.f64 z) y x) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(fma.f64 (neg.f64 z) y x) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(fma.f64 (neg.f64 z) y x) |
x |
(* -1 (* x (- (/ (* y z) x) 1))) |
(fma.f64 (neg.f64 z) y x) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(fma.f64 (neg.f64 z) y x) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(fma.f64 (neg.f64 z) y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 8 |
| 0 | 7 | 8 |
| 1 | 26 | 8 |
| 2 | 183 | 8 |
| 3 | 1707 | 8 |
| 0 | 8472 | 8 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
(*.f64 y z) |
| Outputs |
|---|
#<batchref> |
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Compiled 7 413 to 576 computations (92.2% saved)
2 alts after pruning (1 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 257 | 1 | 258 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 257 | 2 | 259 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (-.f64 x (*.f64 y z)) |
| ▶ | 54.8% | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Compiled 10 to 11 computations (-10% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (neg.f64 z) | |
| cost-diff | 0 | (*.f64 (neg.f64 z) y) | |
| cost-diff | 0 | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 18 |
| 0 | 10 | 18 |
| 1 | 23 | 18 |
| 2 | 33 | 18 |
| 3 | 46 | 18 |
| 4 | 63 | 18 |
| 5 | 85 | 18 |
| 6 | 127 | 18 |
| 7 | 158 | 18 |
| 8 | 192 | 18 |
| 9 | 217 | 18 |
| 10 | 233 | 18 |
| 0 | 233 | 18 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
(*.f64 (neg.f64 z) y) |
(neg.f64 z) |
z |
y |
| Outputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
#s(approx (- x (* y z)) (*.f64 y (neg.f64 z))) |
(*.f64 (neg.f64 z) y) |
(*.f64 y (neg.f64 z)) |
(neg.f64 z) |
z |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 (neg.f64 z) y) | |
| accuracy | 0 | (neg.f64 z) | |
| accuracy | 28.899728517968093 | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
| 12.0ms | 256× | 0 | valid |
Compiled 28 to 15 computations (46.4% saved)
ival-mult: 3.0ms (53.8% of total)ival-sub: 1.0ms (17.9% of total)ival-neg: 1.0ms (17.9% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ()) |
#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ()) |
#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt x (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor 0 z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ x z) y)) (taylor inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) (taylor -inf z) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf z) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt (* -1 z) (taylor -inf z) (#s(alt (neg.f64 z) (patch (neg.f64 z) #<representation binary64>) () ())) ()) |
#s(alt x (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 (* y z))) (taylor 0 y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) z)) (taylor inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) (taylor -inf y) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor -inf y) (#s(alt (*.f64 (neg.f64 z) y) (patch (*.f64 (neg.f64 z) y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (- x (* y z)) (taylor 0 x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt x (taylor inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ (* y z) x)))) (taylor inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt x (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ (* y z) x) 1))) (taylor -inf x) (#s(alt #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) (patch #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | z | @ | inf | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | z | @ | 0 | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | z | @ | -inf | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | y | @ | 0 | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 0.0ms | y | @ | inf | ((- x (* y z)) (* (neg z) y) (neg z)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 32 | 279 |
| 1 | 96 | 279 |
| 2 | 229 | 279 |
| 3 | 776 | 279 |
| 4 | 2171 | 279 |
| 5 | 3291 | 279 |
| 6 | 4316 | 279 |
| 7 | 5324 | 279 |
| 8 | 6174 | 279 |
| 9 | 6430 | 279 |
| 10 | 6653 | 279 |
| 11 | 7602 | 279 |
| 0 | 8200 | 279 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 (* y z)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* z (- (/ x z) y)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 (* y z)) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
(* -1 z) |
x |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(+ x (* -1 (* y z))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* y (- (/ x y) z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(* -1 (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
(- x (* y z)) |
x |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
x |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(* -1 (* x (- (/ (* y z) x) 1))) |
| Outputs |
|---|
x |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 y) z x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 y) z x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* z (- (/ x z) y)) |
(fma.f64 (neg.f64 y) z x) |
(* z (- (/ x z) y)) |
(fma.f64 (neg.f64 y) z x) |
(* z (- (/ x z) y)) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* z (- (* -1 (/ x z)) (* -1 y)))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
(* -1 z) |
(neg.f64 z) |
x |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 y) z x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 y) z x) |
(+ x (* -1 (* y z))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* y (- (/ x y) z)) |
(fma.f64 (neg.f64 y) z x) |
(* y (- (/ x y) z)) |
(fma.f64 (neg.f64 y) z x) |
(* y (- (/ x y) z)) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y (- (* -1 (/ x y)) (* -1 z)))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(* -1 (* y z)) |
(*.f64 (neg.f64 y) z) |
(- x (* y z)) |
(fma.f64 (neg.f64 y) z x) |
(- x (* y z)) |
(fma.f64 (neg.f64 y) z x) |
(- x (* y z)) |
(fma.f64 (neg.f64 y) z x) |
x |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(fma.f64 (neg.f64 y) z x) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(fma.f64 (neg.f64 y) z x) |
(* x (+ 1 (* -1 (/ (* y z) x)))) |
(fma.f64 (neg.f64 y) z x) |
x |
(* -1 (* x (- (/ (* y z) x) 1))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(fma.f64 (neg.f64 y) z x) |
(* -1 (* x (- (/ (* y z) x) 1))) |
(fma.f64 (neg.f64 y) z x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 16 |
| 0 | 10 | 16 |
| 1 | 36 | 16 |
| 2 | 201 | 16 |
| 3 | 1845 | 16 |
| 0 | 8427 | 16 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
(*.f64 (neg.f64 z) y) |
(neg.f64 z) |
| Outputs |
|---|
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
Compiled 1 601 to 346 computations (78.4% saved)
2 alts after pruning (0 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 163 | 0 | 163 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 1 | 1 |
| Total | 163 | 2 | 165 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (-.f64 x (*.f64 y z)) |
| ✓ | 54.8% | #s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Compiled 20 to 19 computations (5% saved)
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
(-.f64 x (*.f64 y z)) |
| Outputs |
|---|
(-.f64 x (*.f64 y z)) |
5 calls:
| 2.0ms | y |
| 2.0ms | (*.f64 y z) |
| 1.0ms | (-.f64 x (*.f64 y z)) |
| 1.0ms | z |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | z |
| 100.0% | 1 | (-.f64 x (*.f64 y z)) |
| 100.0% | 1 | (*.f64 y z) |
Compiled 11 to 18 computations (-63.6% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
| Outputs |
|---|
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
5 calls:
| 1.0ms | z |
| 1.0ms | x |
| 1.0ms | y |
| 1.0ms | (-.f64 x (*.f64 y z)) |
| 1.0ms | (*.f64 y z) |
| Accuracy | Segments | Branch |
|---|---|---|
| 54.8% | 1 | x |
| 54.8% | 1 | y |
| 54.8% | 1 | z |
| 54.8% | 1 | (-.f64 x (*.f64 y z)) |
| 54.8% | 1 | (*.f64 y z) |
Compiled 11 to 18 computations (-63.6% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 15 |
| 1 | 23 | 15 |
| 2 | 31 | 15 |
| 3 | 36 | 15 |
| 4 | 38 | 15 |
| 1× | saturated |
| Inputs |
|---|
(-.f64 x (*.f64 y z)) |
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
| Outputs |
|---|
(-.f64 x (*.f64 y z)) |
(-.f64 x (*.f64 z y)) |
#s(approx (- x (* y z)) (*.f64 (neg.f64 z) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 32 | 231 |
| 1 | 96 | 231 |
| 2 | 229 | 231 |
| 3 | 777 | 231 |
| 4 | 2183 | 231 |
| 5 | 3289 | 231 |
| 6 | 4321 | 231 |
| 7 | 5328 | 231 |
| 8 | 6178 | 231 |
| 9 | 6433 | 231 |
| 10 | 6654 | 231 |
| 11 | 7617 | 231 |
| 0 | 8215 | 231 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
Compiled 14 to 13 computations (7.1% saved)
(sort y z)
Compiled 84 to 62 computations (26.2% saved)
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