Data.Colour.SRGB:transferFunction from colour-2.3.3
Time bar (total: 5.0s)
| 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 9 to 8 computations (11.1% saved)
| 729.0ms | 8 254× | 0 | valid |
| 0.0ms | 2× | 2 | valid |
ival-mult: 111.0ms (46.4% of total)ival-add: 61.0ms (25.5% of total)ival-sub: 53.0ms (22.1% of total)ival-true: 6.0ms (2.5% of total)exact: 5.0ms (2.1% of total)ival-assert: 3.0ms (1.3% of total)adjust: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | (+.f64 x #s(literal 1 binary64)) |
| 0 | 0 | - | 0 | - | (*.f64 (+.f64 x #s(literal 1 binary64)) y) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 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 |
| 23.0ms | 512× | 0 | valid |
Compiled 65 to 28 computations (56.9% saved)
ival-add: 3.0ms (30.3% of total)ival-mult: 3.0ms (30.3% of total)ival-sub: 2.0ms (20.2% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 43 |
| 1 | 39 | 39 |
| 2 | 125 | 37 |
| 3 | 501 | 35 |
| 4 | 1051 | 35 |
| 5 | 1398 | 35 |
| 6 | 1452 | 35 |
| 7 | 1456 | 35 |
| 0 | 6 | 7 |
| 0 | 9 | 7 |
| 1 | 15 | 7 |
| 2 | 27 | 7 |
| 3 | 58 | 7 |
| 4 | 109 | 7 |
| 5 | 195 | 7 |
| 6 | 393 | 7 |
| 7 | 619 | 7 |
| 8 | 706 | 7 |
| 9 | 712 | 7 |
| 0 | 712 | 6 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| Outputs |
|---|
(-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
(fma.f64 y x (-.f64 y x)) |
Compiled 7 to 6 computations (14.3% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
Compiled 7 to 6 computations (14.3% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (+.f64 x #s(literal 1 binary64)) | |
| cost-diff | 0 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) | |
| cost-diff | 128 | (*.f64 (+.f64 x #s(literal 1 binary64)) y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 18 |
| 0 | 9 | 18 |
| 1 | 15 | 18 |
| 2 | 27 | 18 |
| 3 | 58 | 18 |
| 4 | 109 | 18 |
| 5 | 195 | 18 |
| 6 | 393 | 18 |
| 7 | 619 | 18 |
| 8 | 706 | 18 |
| 9 | 712 | 18 |
| 0 | 712 | 16 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
(*.f64 (+.f64 x #s(literal 1 binary64)) y) |
(+.f64 x #s(literal 1 binary64)) |
x |
#s(literal 1 binary64) |
y |
| Outputs |
|---|
(-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
(fma.f64 y x (-.f64 y x)) |
(*.f64 (+.f64 x #s(literal 1 binary64)) y) |
(fma.f64 y x y) |
(+.f64 x #s(literal 1 binary64)) |
(-.f64 x #s(literal -1 binary64)) |
x |
#s(literal 1 binary64) |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) | |
| accuracy | 0.0 | (+.f64 x #s(literal 1 binary64)) | |
| accuracy | 0.00390625 | (*.f64 (+.f64 x #s(literal 1 binary64)) y) |
| 32.0ms | 256× | 0 | valid |
Compiled 38 to 14 computations (63.2% saved)
ival-add: 6.0ms (62.1% of total)ival-mult: 2.0ms (20.7% of total)ival-sub: 1.0ms (10.4% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(*.f64 (+.f64 x #s(literal 1 binary64)) y) |
(-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
(+.f64 x #s(literal 1 binary64)) |
| Outputs |
|---|
y |
(+ y (* x y)) |
(+ y (* x (- y 1))) |
1 |
(+ 1 x) |
(* x y) |
(* x (+ y (/ y x))) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
x |
(* x (+ 1 (/ 1 x))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* y (+ 1 x)) |
(* -1 x) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | inf | ((* (+ x 1) y) (- (* (+ x 1) y) x) (+ x 1)) |
| 0.0ms | x | @ | -inf | ((* (+ x 1) y) (- (* (+ x 1) y) x) (+ x 1)) |
| 0.0ms | y | @ | -inf | ((* (+ x 1) y) (- (* (+ x 1) y) x) (+ x 1)) |
| 0.0ms | y | @ | 0 | ((* (+ x 1) y) (- (* (+ x 1) y) x) (+ x 1)) |
| 0.0ms | x | @ | inf | ((* (+ x 1) y) (- (* (+ x 1) y) x) (+ x 1)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 41 | 86 |
| 1 | 140 | 86 |
| 2 | 379 | 86 |
| 3 | 1033 | 86 |
| 4 | 2565 | 86 |
| 5 | 3882 | 86 |
| 6 | 4649 | 86 |
| 7 | 5593 | 86 |
| 8 | 6120 | 86 |
| 9 | 6684 | 86 |
| 10 | 7727 | 86 |
| 0 | 8136 | 76 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* x y)) |
(+ y (* x (- y 1))) |
1 |
(+ 1 x) |
(* x y) |
(* x (+ y (/ y x))) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
x |
(* x (+ 1 (/ 1 x))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* y (+ 1 x)) |
(* -1 x) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
| Outputs |
|---|
y |
(+ y (* x y)) |
(fma.f64 y x y) |
(+ y (* x (- y 1))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
1 |
#s(literal 1 binary64) |
(+ 1 x) |
(-.f64 x #s(literal -1 binary64)) |
(* x y) |
(*.f64 y x) |
(* x (+ y (/ y x))) |
(fma.f64 y x y) |
(* x (- y 1)) |
(fma.f64 y x (neg.f64 x)) |
(* x (- (+ y (/ y x)) 1)) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
x |
(* x (+ 1 (/ 1 x))) |
(-.f64 x #s(literal -1 binary64)) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(fma.f64 y x y) |
(* -1 (* x (+ 1 (* -1 y)))) |
(fma.f64 y x (neg.f64 x)) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* y (+ 1 x)) |
(fma.f64 y x y) |
(* -1 x) |
(neg.f64 x) |
(- (* y (+ 1 x)) x) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 38 | 15 |
| 2 | 269 | 15 |
| 3 | 3364 | 15 |
| 0 | 8525 | 13 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 (+.f64 x #s(literal 1 binary64)) y) |
(-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
(+.f64 x #s(literal 1 binary64)) |
| Outputs |
|---|
(*.f64 (exp.f64 (log1p.f64 x)) (exp.f64 (log.f64 y))) |
(*.f64 (exp.f64 (log.f64 y)) (exp.f64 (log1p.f64 x))) |
(*.f64 (pow.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) #s(literal 1 binary64)) (pow.f64 (fma.f64 (+.f64 #s(literal 1 binary64) x) x #s(literal 1 binary64)) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y) (fma.f64 x x #s(literal -1 binary64))) #s(literal 1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))) #s(literal 1 binary64)) (pow.f64 (+.f64 (fma.f64 x x #s(literal -1 binary64)) x) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y) (+.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) #s(literal 1 binary64)) (pow.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (-.f64 (-.f64 #s(literal 1 binary64) x) (*.f64 x x)) (pow.f64 x #s(literal 4 binary64))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y) #s(literal 1 binary64)) (pow.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y) #s(literal 1 binary64)) (pow.f64 (pow.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (pow.f64 (/.f64 y (-.f64 x #s(literal 1 binary64))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (pow.f64 (*.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) y) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) #s(literal 1 binary64)) (pow.f64 (/.f64 y (fma.f64 x x (-.f64 #s(literal 1 binary64) x))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) #s(literal 1 binary64)) (pow.f64 (*.f64 (pow.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) y) #s(literal 1 binary64))) |
(*.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64))) |
(*.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (+.f64 #s(literal 1 binary64) x) x #s(literal 1 binary64))) |
(*.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y) (fma.f64 x x #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) x)) |
(*.f64 (/.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))) (+.f64 (fma.f64 x x #s(literal -1 binary64)) x)) |
(*.f64 (/.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y) (+.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (-.f64 #s(literal 1 binary64) x) (-.f64 (-.f64 #s(literal 1 binary64) x) (*.f64 x x)) (pow.f64 x #s(literal 4 binary64)))) |
(*.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) |
(*.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y) (pow.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))) |
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 y (-.f64 x #s(literal 1 binary64)))) |
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) y)) |
(*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) (/.f64 y (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) (*.f64 (pow.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) y)) |
(*.f64 y (+.f64 #s(literal 1 binary64) x)) |
(*.f64 (+.f64 #s(literal 1 binary64) x) y) |
(pow.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) y)) #s(literal -1 binary64)) |
(pow.f64 (/.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y)) #s(literal -1 binary64)) |
(pow.f64 (fma.f64 y x y) #s(literal 1 binary64)) |
(/.f64 (neg.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) y)) (neg.f64 (-.f64 #s(literal 1 binary64) x))) |
(/.f64 (neg.f64 (*.f64 (fma.f64 (neg.f64 x) x #s(literal 1 binary64)) y)) (neg.f64 (-.f64 #s(literal 1 binary64) x))) |
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) y)) (neg.f64 (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x))))) |
(/.f64 (neg.f64 (*.f64 y (-.f64 #s(literal 1 binary64) (*.f64 x x)))) (neg.f64 (-.f64 #s(literal 1 binary64) x))) |
(/.f64 (neg.f64 (*.f64 y (fma.f64 (neg.f64 x) x #s(literal 1 binary64)))) (neg.f64 (-.f64 #s(literal 1 binary64) x))) |
(/.f64 (neg.f64 (*.f64 y (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x))))) |
(/.f64 (neg.f64 (-.f64 (*.f64 y y) (pow.f64 (*.f64 y x) #s(literal 2 binary64)))) (neg.f64 (-.f64 y (*.f64 y x)))) |
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)) (*.f64 y y))) (neg.f64 (-.f64 (*.f64 y x) y))) |
(/.f64 (neg.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 (*.f64 y x) #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y (-.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)) (*.f64 y (*.f64 y x)))))) |
(/.f64 (neg.f64 (+.f64 (pow.f64 (*.f64 y x) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)) (-.f64 (*.f64 y y) (*.f64 (*.f64 y x) y))))) |
(/.f64 (neg.f64 (neg.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y))) (neg.f64 (-.f64 #s(literal 1 binary64) x))) |
(/.f64 (neg.f64 (neg.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y))) (neg.f64 (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x))))) |
(/.f64 (exp.f64 (log.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y))) (exp.f64 (log.f64 (-.f64 x #s(literal 1 binary64))))) |
(/.f64 (exp.f64 (log.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y))) (exp.f64 (log1p.f64 (*.f64 x (-.f64 x #s(literal 1 binary64)))))) |
(/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) y) (-.f64 #s(literal 1 binary64) x)) |
(/.f64 (*.f64 (fma.f64 (neg.f64 x) x #s(literal 1 binary64)) y) (-.f64 #s(literal 1 binary64) x)) |
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) y) (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(/.f64 (*.f64 y (-.f64 #s(literal 1 binary64) (*.f64 x x))) (-.f64 #s(literal 1 binary64) x)) |
(/.f64 (*.f64 y (fma.f64 (neg.f64 x) x #s(literal 1 binary64))) (-.f64 #s(literal 1 binary64) x)) |
(/.f64 (*.f64 y (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(/.f64 (neg.f64 y) (neg.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))) |
(/.f64 (-.f64 (*.f64 y y) (pow.f64 (*.f64 y x) #s(literal 2 binary64))) (-.f64 y (*.f64 y x))) |
(/.f64 (-.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)) (*.f64 y y)) (-.f64 (*.f64 y x) y)) |
(/.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 (*.f64 y x) #s(literal 3 binary64))) (fma.f64 y y (-.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)) (*.f64 y (*.f64 y x))))) |
(/.f64 (+.f64 (pow.f64 (*.f64 y x) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (+.f64 (pow.f64 (*.f64 y x) #s(literal 2 binary64)) (-.f64 (*.f64 y y) (*.f64 (*.f64 y x) y)))) |
(/.f64 (neg.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y)) (-.f64 #s(literal 1 binary64) x)) |
(/.f64 (neg.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y)) (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) y) (-.f64 x #s(literal 1 binary64))) |
(/.f64 (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y) (fma.f64 x x (-.f64 #s(literal 1 binary64) x))) |
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) y)))) |
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y)))) |
(/.f64 y (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) y))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) (fma.f64 (pow.f64 x #s(literal 3 binary64)) y y))) |
(fma.f64 (*.f64 y x) #s(literal 1 binary64) y) |
(fma.f64 y #s(literal 1 binary64) (*.f64 y x)) |
(fma.f64 y x y) |
(fma.f64 #s(literal 1 binary64) (*.f64 y x) y) |
(fma.f64 #s(literal 1 binary64) y (*.f64 y x)) |
(fma.f64 x y y) |
(exp.f64 (*.f64 (+.f64 (log.f64 y) (log1p.f64 x)) #s(literal 1 binary64))) |
(exp.f64 (+.f64 (log.f64 y) (log1p.f64 x))) |
(+.f64 (*.f64 y x) y) |
(+.f64 y (*.f64 y x)) |
(*.f64 (pow.f64 (/.f64 (fma.f64 y (+.f64 #s(literal 1 binary64) x) x) (-.f64 (pow.f64 (fma.f64 y x y) #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64)))) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (pow.f64 (fma.f64 y x y) #s(literal 2 binary64))) #s(literal -1 binary64))) |
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(/.f64 (neg.f64 (fma.f64 (neg.f64 x) x #s(literal 1 binary64))) (neg.f64 (-.f64 #s(literal 1 binary64) x))) |
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x))))) |
(/.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 9 binary64)) #s(literal 1 binary64))) (neg.f64 (*.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) (pow.f64 x #s(literal 3 binary64)))))) |
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64)) (*.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))) |
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64)) (*.f64 (+.f64 (fma.f64 x x #s(literal 1 binary64)) (pow.f64 x #s(literal 4 binary64))) (-.f64 x #s(literal 1 binary64)))) |
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64)) (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(/.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 9 binary64)) #s(literal 1 binary64)) #s(literal 1 binary64)) (*.f64 (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) #s(literal 1 binary64)) (fma.f64 x x (-.f64 #s(literal 1 binary64) x))) |
(/.f64 (-.f64 (*.f64 (*.f64 x x) (-.f64 x #s(literal 1 binary64))) (*.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64))) |
(/.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (fma.f64 x x #s(literal 1 binary64)))) |
(/.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) (-.f64 #s(literal 1 binary64) x)) |
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (-.f64 #s(literal 1 binary64) x) (-.f64 #s(literal 1 binary64) (*.f64 x x))))) |
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) #s(literal 1 binary64)))) |
(/.f64 #s(literal -1 binary64) (neg.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))) |
(/.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (+.f64 (fma.f64 x x #s(literal 1 binary64)) (pow.f64 x #s(literal 4 binary64))))) |
(/.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) (*.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) |
(/.f64 (+.f64 (pow.f64 x #s(literal 9 binary64)) #s(literal 1 binary64)) (*.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)) (-.f64 (+.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) (pow.f64 x #s(literal 3 binary64))))) |
(/.f64 (fma.f64 (neg.f64 x) x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)) |
(/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal 1 binary64))) |
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x x (-.f64 #s(literal 1 binary64) x))) |
(/.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))))) |
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 #s(literal 1 binary64) x) (-.f64 #s(literal 1 binary64) (*.f64 x x)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))) |
(neg.f64 (/.f64 (fma.f64 (neg.f64 x) x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))) |
(neg.f64 (/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))) |
(neg.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 #s(literal 1 binary64) x))) |
(neg.f64 (/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x))))) |
(fma.f64 (/.f64 (*.f64 x x) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (+.f64 #s(literal 1 binary64) x) x #s(literal 1 binary64)) (neg.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))) |
(fma.f64 (/.f64 (*.f64 x x) (fma.f64 x x #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) x) (neg.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))) |
(fma.f64 (*.f64 x x) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (neg.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))) |
(fma.f64 #s(literal 1 binary64) x #s(literal 1 binary64)) |
(fma.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64))) (neg.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))) |
(fma.f64 x #s(literal 1 binary64) #s(literal 1 binary64)) |
(-.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (/.f64 (*.f64 x x) (-.f64 #s(literal 1 binary64) x))) |
(-.f64 (*.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) |
(exp.f64 (*.f64 (log.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))) #s(literal -1 binary64))) |
(+.f64 (*.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) (neg.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))) |
(+.f64 #s(literal 1 binary64) x) |
(+.f64 x #s(literal 1 binary64)) |
Compiled 7 658 to 1 058 computations (86.2% saved)
4 alts after pruning (4 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 331 | 4 | 335 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 332 | 4 | 336 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (fma.f64 y x (-.f64 y x)) |
| ▶ | 72.6% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ▶ | 69.1% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ▶ | 43.0% | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
Compiled 36 to 28 computations (22.2% saved)
| 1× | egg-herbie |
Found 10 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (-.f64 y x) | |
| cost-diff | 0 | (fma.f64 y x (-.f64 y x)) | |
| cost-diff | 0 | #s(approx (+ x 1) #s(literal 1 binary64)) | |
| cost-diff | 0 | (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) | |
| cost-diff | 0 | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) | |
| cost-diff | 0 | (*.f64 y x) | |
| cost-diff | 0 | #s(approx (* (+ x 1) y) (*.f64 y x)) | |
| cost-diff | 0 | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) | |
| cost-diff | 0 | (neg.f64 x) | |
| cost-diff | 0 | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 73 |
| 0 | 23 | 73 |
| 1 | 39 | 72 |
| 2 | 65 | 72 |
| 3 | 108 | 72 |
| 4 | 237 | 72 |
| 5 | 430 | 72 |
| 6 | 614 | 72 |
| 7 | 701 | 72 |
| 8 | 715 | 72 |
| 9 | 717 | 72 |
| 0 | 717 | 70 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
(neg.f64 x) |
x |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
#s(approx (* (+ x 1) y) (*.f64 y x)) |
(*.f64 y x) |
y |
x |
(-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
(*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) |
#s(approx (+ x 1) #s(literal 1 binary64)) |
#s(literal 1 binary64) |
y |
x |
(fma.f64 y x (-.f64 y x)) |
y |
x |
(-.f64 y x) |
| Outputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
(neg.f64 x) |
x |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
#s(approx (* (+ x 1) y) (*.f64 y x)) |
(*.f64 y x) |
y |
x |
(-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
(fma.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y (neg.f64 x)) |
(*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) |
#s(approx (+ x 1) #s(literal 1 binary64)) |
#s(literal 1 binary64) |
y |
x |
(fma.f64 y x (-.f64 y x)) |
(-.f64 (fma.f64 y x y) x) |
y |
x |
(-.f64 y x) |
Found 10 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (fma.f64 y x (-.f64 y x)) | |
| accuracy | 0.0 | (-.f64 y x) | |
| accuracy | 0.0 | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) | |
| accuracy | 0.00390625 | (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) | |
| accuracy | 33.43455391953689 | #s(approx (+ x 1) #s(literal 1 binary64)) | |
| accuracy | 0.0 | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) | |
| accuracy | 0.0 | (*.f64 y x) | |
| accuracy | 29.4178102430887 | #s(approx (* (+ x 1) y) (*.f64 y x)) | |
| accuracy | 0.0 | (neg.f64 x) | |
| accuracy | 36.506810064822936 | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| 23.0ms | 256× | 0 | valid |
Compiled 132 to 29 computations (78% saved)
ival-add: 3.0ms (30.2% of total)ival-mult: 3.0ms (30.2% of total)ival-sub: 2.0ms (20.1% of total)ival-neg: 1.0ms (10.1% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
(neg.f64 x) |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
#s(approx (* (+ x 1) y) (*.f64 y x)) |
(*.f64 y x) |
(-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
(*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) |
#s(approx (+ x 1) #s(literal 1 binary64)) |
(fma.f64 y x (-.f64 y x)) |
(-.f64 y x) |
| Outputs |
|---|
y |
(+ y (* x (- y 1))) |
(* -1 x) |
(+ y (* x y)) |
(* x y) |
1 |
(+ 1 x) |
(+ y (* -1 x)) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
(* x (+ y (/ y x))) |
x |
(* x (+ 1 (/ 1 x))) |
(* x (- (/ y x) 1)) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 (* x (+ 1 (* -1 (/ y x))))) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 x)) |
(- y x) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* y (+ 1 (* -1 (/ x y)))) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
(* -1 (* y (- (* -1 x) 1))) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
(* -1 (* y (- (/ x y) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 2.0ms | x | @ | 0 | ((- (* (+ x 1) y) x) (neg x) (- (* (+ x 1) y) x) (* (+ x 1) y) (* y x) (- (* (+ x 1) y) x) (* (+ x 1) y) (+ x 1) (+ (* y x) (- y x)) (- y x)) |
| 1.0ms | y | @ | inf | ((- (* (+ x 1) y) x) (neg x) (- (* (+ x 1) y) x) (* (+ x 1) y) (* y x) (- (* (+ x 1) y) x) (* (+ x 1) y) (+ x 1) (+ (* y x) (- y x)) (- y x)) |
| 1.0ms | y | @ | -inf | ((- (* (+ x 1) y) x) (neg x) (- (* (+ x 1) y) x) (* (+ x 1) y) (* y x) (- (* (+ x 1) y) x) (* (+ x 1) y) (+ x 1) (+ (* y x) (- y x)) (- y x)) |
| 1.0ms | x | @ | -inf | ((- (* (+ x 1) y) x) (neg x) (- (* (+ x 1) y) x) (* (+ x 1) y) (* y x) (- (* (+ x 1) y) x) (* (+ x 1) y) (+ x 1) (+ (* y x) (- y x)) (- y x)) |
| 1.0ms | x | @ | inf | ((- (* (+ x 1) y) x) (neg x) (- (* (+ x 1) y) x) (* (+ x 1) y) (* y x) (- (* (+ x 1) y) x) (* (+ x 1) y) (+ x 1) (+ (* y x) (- y x)) (- y x)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 60 | 116 |
| 1 | 193 | 116 |
| 2 | 505 | 116 |
| 3 | 1180 | 116 |
| 4 | 2592 | 116 |
| 5 | 3792 | 116 |
| 6 | 4536 | 116 |
| 7 | 5476 | 116 |
| 8 | 6002 | 116 |
| 9 | 6564 | 116 |
| 10 | 7607 | 116 |
| 0 | 8016 | 104 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* x (- y 1))) |
(* -1 x) |
(+ y (* x y)) |
(* x y) |
1 |
(+ 1 x) |
(+ y (* -1 x)) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
(* x (+ y (/ y x))) |
x |
(* x (+ 1 (/ 1 x))) |
(* x (- (/ y x) 1)) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 (* x (+ 1 (* -1 (/ y x))))) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 x)) |
(- y x) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* y (+ 1 (* -1 (/ x y)))) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
(* -1 (* y (- (* -1 x) 1))) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
(* -1 (* y (- (/ x y) 1))) |
| Outputs |
|---|
y |
(+ y (* x (- y 1))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 x) |
(neg.f64 x) |
(+ y (* x y)) |
(fma.f64 y x y) |
(* x y) |
(*.f64 y x) |
1 |
#s(literal 1 binary64) |
(+ 1 x) |
(-.f64 x #s(literal -1 binary64)) |
(+ y (* -1 x)) |
(-.f64 y x) |
(* x (- y 1)) |
(fma.f64 y x (neg.f64 x)) |
(* x (- (+ y (/ y x)) 1)) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* x (+ y (/ y x))) |
(fma.f64 y x y) |
x |
(* x (+ 1 (/ 1 x))) |
(-.f64 x #s(literal -1 binary64)) |
(* x (- (/ y x) 1)) |
(-.f64 y x) |
(* -1 (* x (+ 1 (* -1 y)))) |
(fma.f64 y x (neg.f64 x)) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(fma.f64 y x y) |
(* -1 (* x (+ 1 (* -1 (/ y x))))) |
(-.f64 y x) |
(- (* y (+ 1 x)) x) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* y (+ 1 x)) |
(fma.f64 y x y) |
(- y x) |
(-.f64 y x) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* y (+ 1 (* -1 (/ x y)))) |
(-.f64 y x) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* y (- (* -1 x) 1))) |
(fma.f64 y x y) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* y (- (/ x y) 1))) |
(-.f64 y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 65 |
| 0 | 23 | 65 |
| 1 | 103 | 64 |
| 2 | 828 | 64 |
| 0 | 8529 | 62 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
(neg.f64 x) |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
#s(approx (* (+ x 1) y) (*.f64 y x)) |
(*.f64 y x) |
(-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
(*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) |
#s(approx (+ x 1) #s(literal 1 binary64)) |
(fma.f64 y x (-.f64 y x)) |
(-.f64 y x) |
| Outputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
(*.f64 (neg.f64 (*.f64 x x)) (/.f64 #s(literal 1 binary64) x)) |
(*.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 x x #s(literal 0 binary64)))) |
(*.f64 #s(literal -1 binary64) x) |
(*.f64 (neg.f64 x) #s(literal 1 binary64)) |
(*.f64 x #s(literal -1 binary64)) |
(/.f64 (neg.f64 (neg.f64 (*.f64 x x))) (neg.f64 x)) |
(/.f64 (neg.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64))) (neg.f64 (fma.f64 x x #s(literal 0 binary64)))) |
(/.f64 (neg.f64 (*.f64 x x)) (-.f64 #s(literal 0 binary64) (neg.f64 x))) |
(/.f64 (neg.f64 (*.f64 x x)) x) |
(/.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (+.f64 #s(literal 0 binary64) (-.f64 (*.f64 x x) (*.f64 #s(literal 0 binary64) (neg.f64 x))))) |
(/.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (fma.f64 x x #s(literal 0 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 x (neg.f64 (*.f64 x x)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x #s(literal 0 binary64)) (pow.f64 (neg.f64 x) #s(literal 3 binary64)))) |
(neg.f64 x) |
(-.f64 (/.f64 #s(literal 0 binary64) x) (/.f64 (*.f64 x x) x)) |
(-.f64 (/.f64 #s(literal 0 binary64) (fma.f64 x x #s(literal 0 binary64))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x #s(literal 0 binary64)))) |
(-.f64 #s(literal 0 binary64) x) |
(+.f64 #s(literal 0 binary64) (neg.f64 x)) |
(*.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 2 binary64)) (*.f64 x x))) (/.f64 #s(literal 1 binary64) (neg.f64 (+.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x)))) |
(*.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 x (+.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 2 binary64)))))) |
(*.f64 (-.f64 (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 2 binary64)) (*.f64 x x)) (pow.f64 (+.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) #s(literal -1 binary64))) |
(*.f64 (-.f64 (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 2 binary64)) (-.f64 (*.f64 x x) (*.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) (neg.f64 x)))))) |
(*.f64 (-.f64 (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (pow.f64 (fma.f64 x (+.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) (pow.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) #s(literal 2 binary64))) #s(literal -1 binary64))) |
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(fma.f64 #s(literal 1 binary64) y (neg.f64 x)) |
(fma.f64 x #s(literal -1 binary64) y) |
(-.f64 (/.f64 (*.f64 y y) (+.f64 y x)) (/.f64 (*.f64 x x) (+.f64 y x))) |
(-.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x))))) |
(-.f64 y x) |
(+.f64 (/.f64 (*.f64 y y) (+.f64 y x)) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y x)))) |
(+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x)))) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x)))))) |
(+.f64 (neg.f64 x) y) |
(+.f64 y (neg.f64 x)) |
Compiled 9 554 to 975 computations (89.8% saved)
4 alts after pruning (1 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 307 | 1 | 308 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 3 | 4 |
| Done | 0 | 0 | 0 |
| Total | 308 | 4 | 312 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 72.6% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ✓ | 69.1% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ✓ | 43.0% | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| ▶ | 59.0% | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
Compiled 42 to 31 computations (26.2% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (fma.f64 y x y) | |
| cost-diff | 0 | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 7 | 18 |
| 0 | 8 | 17 |
| 1 | 14 | 17 |
| 2 | 29 | 17 |
| 3 | 55 | 17 |
| 4 | 103 | 17 |
| 5 | 244 | 17 |
| 6 | 444 | 17 |
| 7 | 545 | 17 |
| 8 | 584 | 17 |
| 0 | 584 | 17 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(fma.f64 y x y) |
y |
x |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
#s(approx (+ (* y x) (- y x)) (fma.f64 x y y)) |
(fma.f64 y x y) |
(fma.f64 x y y) |
y |
x |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (fma.f64 y x y) | |
| accuracy | 26.212439049546123 | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
| 11.0ms | 256× | 0 | valid |
Compiled 34 to 15 computations (55.9% saved)
ival-add: 2.0ms (35.5% of total)ival-mult: 2.0ms (35.5% of total)ival-sub: 1.0ms (17.8% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(fma.f64 y x y) |
| Outputs |
|---|
y |
(+ y (* x (- y 1))) |
(+ y (* x y)) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
(* x y) |
(* x (+ y (/ y x))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 x) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 x)) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* -1 (* y (- (* -1 x) 1))) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | y | @ | -inf | ((+ (* y x) (- y x)) (+ (* y x) y)) |
| 0.0ms | y | @ | inf | ((+ (* y x) (- y x)) (+ (* y x) y)) |
| 0.0ms | x | @ | -inf | ((+ (* y x) (- y x)) (+ (* y x) y)) |
| 0.0ms | x | @ | inf | ((+ (* y x) (- y x)) (+ (* y x) y)) |
| 0.0ms | y | @ | 0 | ((+ (* y x) (- y x)) (+ (* y x) y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 41 | 83 |
| 1 | 131 | 83 |
| 2 | 358 | 83 |
| 3 | 1003 | 83 |
| 4 | 2444 | 83 |
| 5 | 3665 | 83 |
| 6 | 4369 | 83 |
| 7 | 5111 | 83 |
| 8 | 5332 | 83 |
| 9 | 5481 | 83 |
| 10 | 6356 | 83 |
| 0 | 9010 | 72 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* x (- y 1))) |
(+ y (* x y)) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
(* x y) |
(* x (+ y (/ y x))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 x) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 x)) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* -1 (* y (- (* -1 x) 1))) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
| Outputs |
|---|
y |
(+ y (* x (- y 1))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(+ y (* x y)) |
(fma.f64 x y y) |
(* x (- y 1)) |
(fma.f64 x y (neg.f64 x)) |
(* x (- (+ y (/ y x)) 1)) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* x y) |
(*.f64 x y) |
(* x (+ y (/ y x))) |
(fma.f64 x y y) |
(* -1 (* x (+ 1 (* -1 y)))) |
(fma.f64 x y (neg.f64 x)) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(fma.f64 x y y) |
(* -1 x) |
(neg.f64 x) |
(- (* y (+ 1 x)) x) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* y (+ 1 x)) |
(fma.f64 x y y) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* y (- (* -1 x) 1))) |
(fma.f64 x y y) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 7 | 16 |
| 0 | 8 | 15 |
| 1 | 46 | 15 |
| 2 | 422 | 15 |
| 3 | 6748 | 15 |
| 0 | 8474 | 15 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(fma.f64 y x y) |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 x y y)) |
(*.f64 (/.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y))) (-.f64 (pow.f64 (*.f64 x y) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y (fma.f64 x y y) (pow.f64 (*.f64 x y) #s(literal 2 binary64)))) |
(*.f64 (/.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (-.f64 (pow.f64 (*.f64 x y) #s(literal 4 binary64)) (pow.f64 (*.f64 (-.f64 y (*.f64 x y)) y) #s(literal 2 binary64)))) (-.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (*.f64 (-.f64 y (*.f64 x y)) y))) |
(*.f64 (/.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (+.f64 (pow.f64 (*.f64 (-.f64 y (*.f64 x y)) y) #s(literal 3 binary64)) (pow.f64 (*.f64 x y) #s(literal 6 binary64)))) (fma.f64 (*.f64 (-.f64 y (*.f64 x y)) y) (-.f64 (*.f64 (-.f64 y (*.f64 x y)) y) (pow.f64 (*.f64 x y) #s(literal 2 binary64))) (pow.f64 (*.f64 x y) #s(literal 4 binary64)))) |
(*.f64 (/.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y))) (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y)))) (fma.f64 x y y)) |
(*.f64 (+.f64 #s(literal 1 binary64) x) y) |
(*.f64 (*.f64 y (-.f64 y (*.f64 (*.f64 x x) y))) (/.f64 #s(literal 1 binary64) (-.f64 y (*.f64 x y)))) |
(*.f64 (pow.f64 (-.f64 (*.f64 x y) y) #s(literal -1 binary64)) (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y)))) |
(*.f64 (pow.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) #s(literal -1 binary64)) (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64)))) |
(*.f64 #s(literal 1 binary64) (fma.f64 x y y)) |
(*.f64 (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y)))) (/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 (*.f64 x y) y)))) |
(*.f64 (neg.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y))))))) |
(*.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y))) (pow.f64 (-.f64 (*.f64 x y) y) #s(literal -1 binary64))) |
(*.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) (/.f64 (fma.f64 x y y) (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))))) |
(*.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) (*.f64 (fma.f64 x y y) (pow.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) #s(literal -1 binary64)))) |
(*.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (pow.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) #s(literal -1 binary64))) |
(*.f64 (fma.f64 x y y) (/.f64 (-.f64 (*.f64 x y) y) (-.f64 (*.f64 x y) y))) |
(*.f64 (fma.f64 x y y) (*.f64 (-.f64 (*.f64 x y) y) (pow.f64 (-.f64 (*.f64 x y) y) #s(literal -1 binary64)))) |
(*.f64 y (+.f64 #s(literal 1 binary64) x)) |
(pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x y y)) #s(literal -1 binary64)) |
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (pow.f64 (-.f64 (*.f64 x y) y) #s(literal -1 binary64))) (fma.f64 y y (pow.f64 (*.f64 x y) #s(literal 2 binary64)))) |
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) (pow.f64 (-.f64 (*.f64 x y) y) #s(literal -1 binary64))) (+.f64 (fma.f64 (*.f64 x x) (pow.f64 y #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (pow.f64 (*.f64 x y) #s(literal 4 binary64)))) |
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) (pow.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) #s(literal -1 binary64))) (-.f64 (pow.f64 (*.f64 x y) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64)))) |
(/.f64 (*.f64 (+.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 (*.f64 x y) #s(literal 9 binary64))) (pow.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) #s(literal -1 binary64))) (-.f64 (+.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) (pow.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)))) |
(/.f64 (-.f64 (*.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y))) (*.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))) (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) (+.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) #s(literal 3 binary64)) (pow.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (fma.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))) (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))) (*.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))))) |
(/.f64 (neg.f64 (*.f64 y (-.f64 y (*.f64 (*.f64 x x) y)))) (neg.f64 (-.f64 y (*.f64 x y)))) |
(/.f64 (neg.f64 (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y))))) (neg.f64 (neg.f64 (-.f64 (*.f64 x y) y)))) |
(/.f64 (neg.f64 (neg.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))))) (neg.f64 (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y))))))) |
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) #s(literal 1 binary64)) (*.f64 (fma.f64 y y (pow.f64 (*.f64 x y) #s(literal 2 binary64))) (-.f64 (*.f64 x y) y))) |
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) #s(literal 1 binary64)) (*.f64 (+.f64 (fma.f64 (*.f64 x x) (pow.f64 y #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (pow.f64 (*.f64 x y) #s(literal 4 binary64))) (-.f64 (*.f64 x y) y))) |
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) #s(literal 1 binary64)) (*.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))))) |
(/.f64 (*.f64 (+.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 (*.f64 x y) #s(literal 9 binary64))) #s(literal 1 binary64)) (*.f64 (-.f64 (+.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) (pow.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))))) |
(/.f64 (*.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y))) #s(literal 1 binary64)) (-.f64 (*.f64 x y) y)) |
(/.f64 (*.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) #s(literal 1 binary64)) (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y))))) |
(/.f64 (-.f64 (*.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (*.f64 (-.f64 (*.f64 x y) y) (*.f64 y y))) (*.f64 (-.f64 (*.f64 x y) y) (-.f64 (*.f64 x y) y))) |
(/.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (*.f64 (-.f64 (*.f64 x y) y) (fma.f64 y y (pow.f64 (*.f64 x y) #s(literal 2 binary64))))) |
(/.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) (*.f64 (-.f64 (*.f64 x y) y) (+.f64 (fma.f64 (*.f64 x x) (pow.f64 y #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (pow.f64 (*.f64 x y) #s(literal 4 binary64))))) |
(/.f64 (-.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) (*.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) (-.f64 (pow.f64 (*.f64 x y) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 (*.f64 y (-.f64 y (*.f64 (*.f64 x x) y))) (-.f64 y (*.f64 x y))) |
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x y y)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 y (*.f64 x y)) (*.f64 y (-.f64 y (*.f64 (*.f64 x x) y))))) |
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x y y)) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 x y y))) |
(/.f64 (+.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 (*.f64 x y) #s(literal 9 binary64))) (*.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))) (-.f64 (+.f64 (pow.f64 (*.f64 x y) #s(literal 6 binary64)) (pow.f64 y #s(literal 6 binary64))) (pow.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))))) |
(/.f64 (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y)))) (neg.f64 (-.f64 (*.f64 x y) y))) |
(/.f64 (neg.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))))) |
(/.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y))) (-.f64 (*.f64 x y) y)) |
(/.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y))))) |
(neg.f64 (/.f64 (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y)))) (-.f64 (*.f64 x y) y))) |
(neg.f64 (/.f64 (neg.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64)))) (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y)))))) |
(neg.f64 (/.f64 (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y))) (neg.f64 (-.f64 (*.f64 x y) y)))) |
(neg.f64 (/.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y))))))) |
(fma.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 x y) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y (fma.f64 x y y) (pow.f64 (*.f64 x y) #s(literal 2 binary64))) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (*.f64 y (fma.f64 (*.f64 x x) y (neg.f64 y)))) (fma.f64 x y y) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 (*.f64 (*.f64 x x) y) (/.f64 y (-.f64 (*.f64 x y) y)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 (*.f64 x x) (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 (*.f64 (*.f64 y y) x) (/.f64 x (-.f64 (*.f64 x y) y)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 (*.f64 y y) (/.f64 (*.f64 x x) (-.f64 (*.f64 x y) y)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (pow.f64 (-.f64 (*.f64 x y) y) #s(literal -1 binary64)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 (*.f64 x y) (/.f64 (*.f64 x y) (-.f64 (*.f64 x y) y)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 x (/.f64 (*.f64 (*.f64 y y) x) (-.f64 (*.f64 x y) y)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 x y y) |
(fma.f64 y (/.f64 (*.f64 (*.f64 x x) y) (-.f64 (*.f64 x y) y)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(fma.f64 y x y) |
(-.f64 (/.f64 (*.f64 y y) (-.f64 y (*.f64 x y))) (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 y (*.f64 x y)))) |
(-.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y)))) |
(exp.f64 (*.f64 (log.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x y y))) #s(literal -1 binary64))) |
(+.f64 (/.f64 (pow.f64 (*.f64 x y) #s(literal 2 binary64)) (-.f64 (*.f64 x y) y)) (neg.f64 (*.f64 y (/.f64 y (-.f64 (*.f64 x y) y))))) |
(+.f64 (*.f64 x y) y) |
(+.f64 y (*.f64 x y)) |
Compiled 2 306 to 287 computations (87.6% saved)
5 alts after pruning (1 fresh and 4 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 75 | 1 | 76 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 3 | 3 |
| Total | 75 | 5 | 80 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 72.6% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ✓ | 69.1% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ✓ | 43.0% | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| ✓ | 59.0% | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
| ▶ | 28.2% | #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
Compiled 59 to 40 computations (32.2% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x y) | |
| cost-diff | 0 | #s(approx (+ (* y x) y) (*.f64 x y)) | |
| cost-diff | 0 | #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 31 |
| 0 | 10 | 31 |
| 1 | 16 | 31 |
| 2 | 31 | 31 |
| 3 | 58 | 31 |
| 4 | 106 | 31 |
| 5 | 248 | 31 |
| 6 | 448 | 31 |
| 7 | 547 | 31 |
| 8 | 586 | 31 |
| 0 | 586 | 28 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) y) (*.f64 x y)) |
(*.f64 x y) |
x |
y |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) y) (*.f64 x y)) |
(*.f64 x y) |
x |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (*.f64 x y) | |
| accuracy | 26.212439049546123 | #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) | |
| accuracy | 29.4178102430887 | #s(approx (+ (* y x) y) (*.f64 x y)) |
| 42.0ms | 256× | 0 | valid |
Compiled 50 to 18 computations (64% saved)
ival-mult: 32.0ms (89.5% of total)ival-add: 2.0ms (5.6% of total)ival-sub: 1.0ms (2.8% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) y) (*.f64 x y)) |
(*.f64 x y) |
| Outputs |
|---|
y |
(+ y (* x (- y 1))) |
(+ y (* x y)) |
(* x y) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
(* x (+ y (/ y x))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 x) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 x)) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* -1 (* y (- (* -1 x) 1))) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | -inf | ((+ (* y x) (- y x)) (+ (* y x) y) (* x y)) |
| 0.0ms | x | @ | -inf | ((+ (* y x) (- y x)) (+ (* y x) y) (* x y)) |
| 0.0ms | y | @ | inf | ((+ (* y x) (- y x)) (+ (* y x) y) (* x y)) |
| 0.0ms | x | @ | inf | ((+ (* y x) (- y x)) (+ (* y x) y) (* x y)) |
| 0.0ms | x | @ | 0 | ((+ (* y x) (- y x)) (+ (* y x) y) (* x y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 41 | 83 |
| 1 | 131 | 83 |
| 2 | 358 | 83 |
| 3 | 1003 | 83 |
| 4 | 2444 | 83 |
| 5 | 3665 | 83 |
| 6 | 4369 | 83 |
| 7 | 5111 | 83 |
| 8 | 5332 | 83 |
| 9 | 5481 | 83 |
| 10 | 6356 | 83 |
| 0 | 9010 | 72 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* x (- y 1))) |
(+ y (* x y)) |
(* x y) |
(* x (- y 1)) |
(* x (- (+ y (/ y x)) 1)) |
(* x (+ y (/ y x))) |
(* -1 (* x (+ 1 (* -1 y)))) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(* -1 x) |
(- (* y (+ 1 x)) x) |
(* y (+ 1 x)) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(* -1 (* y (- (* -1 x) 1))) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
| Outputs |
|---|
y |
(+ y (* x (- y 1))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(+ y (* x y)) |
(fma.f64 x y y) |
(* x y) |
(*.f64 x y) |
(* x (- y 1)) |
(fma.f64 x y (neg.f64 x)) |
(* x (- (+ y (/ y x)) 1)) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* x (+ y (/ y x))) |
(fma.f64 x y y) |
(* -1 (* x (+ 1 (* -1 y)))) |
(fma.f64 x y (neg.f64 x)) |
(* -1 (* x (+ 1 (+ (* -1 y) (* -1 (/ y x)))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* x (+ (* -1 y) (* -1 (/ y x))))) |
(fma.f64 x y y) |
(* -1 x) |
(neg.f64 x) |
(- (* y (+ 1 x)) x) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* y (+ 1 x)) |
(fma.f64 x y y) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
(* -1 (* y (- (* -1 x) 1))) |
(fma.f64 x y y) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
(fma.f64 (-.f64 y #s(literal 1 binary64)) x y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 29 |
| 0 | 10 | 29 |
| 1 | 48 | 29 |
| 2 | 424 | 29 |
| 3 | 6752 | 29 |
| 0 | 8478 | 26 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) y) (*.f64 x y)) |
(*.f64 x y) |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) y) (*.f64 x y)) |
(*.f64 x y) |
(*.f64 y x) |
Compiled 156 to 28 computations (82.1% saved)
5 alts after pruning (0 fresh and 5 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 10 | 0 | 10 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 4 | 4 |
| Total | 10 | 5 | 15 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 72.6% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ✓ | 69.1% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ✓ | 43.0% | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| ✓ | 59.0% | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
| ✓ | 28.2% | #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
Compiled 131 to 69 computations (47.3% saved)
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
(-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
(fma.f64 y x (-.f64 y x)) |
(-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| Outputs |
|---|
(fma.f64 y x (-.f64 y x)) |
3 calls:
| 3.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 3.0ms | x |
| 3.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
Compiled 9 to 10 computations (-11.1% saved)
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
(-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
3 calls:
| 2.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 2.0ms | x |
| 2.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 98.6% | 3 | x |
| 98.7% | 3 | y |
| 86.5% | 3 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
Compiled 9 to 10 computations (-11.1% saved)
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
(-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
2 calls:
| 2.0ms | x |
| 2.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 89.7% | 3 | x |
| 90.5% | 3 | y |
Compiled 2 to 4 computations (-100% saved)
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
#s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
1 calls:
| 2.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 89.7% | 3 | y |
Compiled 1 to 2 computations (-100% saved)
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
| Outputs |
|---|
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
#s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) |
3 calls:
| 1.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 1.0ms | y |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 54.5% | 3 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 48.8% | 4 | x |
| 67.9% | 3 | y |
Compiled 9 to 10 computations (-11.1% saved)
Total 0.0b remaining (0%)
Threshold costs 0b (0%)
| Inputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| Outputs |
|---|
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
3 calls:
| 27.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 1.0ms | x |
| 1.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 43.0% | 1 | x |
| 43.0% | 1 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 43.0% | 1 | y |
Compiled 9 to 10 computations (-11.1% saved)
| 2× | binary-search |
| 1× | narrow-enough |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 10.0ms | 3.735830257197728e-6 | 827.3213736012789 |
| 12.0ms | -3387777074567194000.0 | -1001.3195426744531 |
| 12.0ms | 304× | 0 | valid |
Compiled 409 to 334 computations (18.3% saved)
ival-add: 2.0ms (35.7% of total)ival-mult: 2.0ms (35.7% of total)ival-sub: 1.0ms (17.9% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 2× | binary-search |
| 1× | narrow-enough |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 9.0ms | 7.164755645968019e-30 | 3.612675889319381e-26 |
| 66.0ms | -0.0008750644563159514 | -0.0001361781931296241 |
| 30.0ms | 224× | 0 | valid |
Compiled 332 to 249 computations (25% saved)
ival-add: 23.0ms (90.1% of total)ival-sub: 1.0ms (3.9% of total)ival-mult: 1.0ms (3.9% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 2× | binary-search |
| 1× | narrow-enough |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 1.0ms | 7.164755645968019e-30 | 3.612675889319381e-26 |
| 6.0ms | -1.1033235650262743e-9 | -4.0279652703192386e-10 |
| 3.0ms | 80× | 0 | valid |
Compiled 296 to 232 computations (21.6% saved)
ival-mult: 1.0ms (65.9% of total)ival-sub: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)ival-add: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 2× | binary-search |
| 1× | narrow-enough |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 8.0ms | 827.3213736012789 | 27264.050132769687 |
| 1.0ms | -3387777074567194000.0 | -1001.3195426744531 |
| 4.0ms | 112× | 0 | valid |
Compiled 469 to 334 computations (28.8% saved)
ival-sub: 1.0ms (47.4% of total)ival-add: 1.0ms (47.4% of total)ival-mult: 1.0ms (47.4% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 44 | 145 |
| 1 | 72 | 145 |
| 2 | 92 | 145 |
| 3 | 117 | 145 |
| 4 | 193 | 145 |
| 5 | 406 | 145 |
| 6 | 742 | 145 |
| 7 | 2510 | 145 |
| 8 | 6015 | 145 |
| 1× | node limit |
| Inputs |
|---|
(fma.f64 y x (-.f64 y x)) |
(if (<=.f64 y #s(literal -1020 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 1 binary64)) (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)))) |
(if (<=.f64 y #s(literal -2674777890687885/18446744073709551616 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 3902630409742859/1393796574908163946345982392040522594123776 binary64)) (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)))) |
(if (<=.f64 y #s(literal -7930553376671967/19342813113834066795298816 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 3902630409742859/1393796574908163946345982392040522594123776 binary64)) #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)))) |
(if (<=.f64 y #s(literal -1020 binary64)) #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) (if (<=.f64 y #s(literal 840 binary64)) #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))))) |
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| Outputs |
|---|
(fma.f64 y x (-.f64 y x)) |
(if (<=.f64 y #s(literal -1020 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 1 binary64)) (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)))) |
(if (or (<=.f64 y #s(literal -1020 binary64)) (not (<=.f64 y #s(literal 1 binary64)))) #s(approx (- (* (+ x 1) y) x) (fma.f64 y x y)) (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x)) |
(if (<=.f64 y #s(literal -2674777890687885/18446744073709551616 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 3902630409742859/1393796574908163946345982392040522594123776 binary64)) (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)))) |
(if (or (<=.f64 y #s(literal -2674777890687885/18446744073709551616 binary64)) (not (<=.f64 y #s(literal 3902630409742859/1393796574908163946345982392040522594123776 binary64)))) #s(approx (- (* (+ x 1) y) x) (fma.f64 y x y)) (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x)) |
(if (<=.f64 y #s(literal -7930553376671967/19342813113834066795298816 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 3902630409742859/1393796574908163946345982392040522594123776 binary64)) #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)))) |
(if (or (<=.f64 y #s(literal -7930553376671967/19342813113834066795298816 binary64)) (not (<=.f64 y #s(literal 3902630409742859/1393796574908163946345982392040522594123776 binary64)))) #s(approx (- (* (+ x 1) y) x) (fma.f64 y x y)) #s(approx (- (* (+ x 1) y) x) (neg.f64 x))) |
(if (<=.f64 y #s(literal -1020 binary64)) #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) (if (<=.f64 y #s(literal 840 binary64)) #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))))) |
(if (or (<=.f64 y #s(literal -1020 binary64)) (not (<=.f64 y #s(literal 840 binary64)))) #s(approx (- (* (+ x 1) y) x) #s(approx (* (+ x 1) y) (*.f64 x y))) #s(approx (- (* (+ x 1) y) x) (neg.f64 x))) |
#s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 41 | 83 |
| 1 | 131 | 83 |
| 2 | 358 | 83 |
| 3 | 1003 | 83 |
| 4 | 2444 | 83 |
| 5 | 3665 | 83 |
| 6 | 4369 | 83 |
| 7 | 5111 | 83 |
| 8 | 5332 | 83 |
| 9 | 5481 | 83 |
| 10 | 6356 | 83 |
| 0 | 9010 | 72 |
| 0 | 60 | 116 |
| 1 | 193 | 116 |
| 2 | 505 | 116 |
| 3 | 1180 | 116 |
| 4 | 2592 | 116 |
| 5 | 3792 | 116 |
| 6 | 4536 | 116 |
| 7 | 5476 | 116 |
| 8 | 6002 | 116 |
| 9 | 6564 | 116 |
| 10 | 7607 | 116 |
| 0 | 8016 | 104 |
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 38 | 15 |
| 2 | 269 | 15 |
| 3 | 3364 | 15 |
| 0 | 8525 | 13 |
| 0 | 41 | 86 |
| 1 | 140 | 86 |
| 2 | 379 | 86 |
| 3 | 1033 | 86 |
| 4 | 2565 | 86 |
| 5 | 3882 | 86 |
| 6 | 4649 | 86 |
| 7 | 5593 | 86 |
| 8 | 6120 | 86 |
| 9 | 6684 | 86 |
| 10 | 7727 | 86 |
| 0 | 8136 | 76 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
Compiled 242 to 116 computations (52.1% saved)
Compiled 304 to 100 computations (67.1% saved)
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