
Time bar (total: 3.2s)
| 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)
| 268.0ms | 8 253× | 0 | valid |
| 0.0ms | 2× | 2 | valid |
| 0.0ms | 1× | 1 | valid |
ival-mult: 49.0ms (35.6% of total)ival-add: 43.0ms (31.2% of total)ival-sub: 34.0ms (24.7% of total)ival-true: 5.0ms (3.6% of total)exact: 4.0ms (2.9% of total)ival-assert: 3.0ms (2.2% 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 |
| 20.0ms | 512× | 0 | valid |
Compiled 65 to 28 computations (56.9% saved)
ival-add: 3.0ms (34% of total)ival-mult: 3.0ms (34% of total)ival-sub: 2.0ms (22.7% 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 | 123 | 37 |
| 3 | 509 | 35 |
| 4 | 1023 | 35 |
| 5 | 1335 | 35 |
| 6 | 1376 | 35 |
| 7 | 1380 | 35 |
| 0 | 6 | 7 |
| 0 | 9 | 7 |
| 1 | 15 | 7 |
| 2 | 27 | 7 |
| 3 | 58 | 7 |
| 4 | 109 | 7 |
| 5 | 191 | 7 |
| 6 | 354 | 7 |
| 7 | 562 | 7 |
| 8 | 636 | 7 |
| 9 | 641 | 7 |
| 0 | 641 | 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 | 191 | 18 |
| 6 | 354 | 18 |
| 7 | 562 | 18 |
| 8 | 636 | 18 |
| 9 | 641 | 18 |
| 0 | 641 | 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 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) | |
| accuracy | 0 | (+.f64 x #s(literal 1 binary64)) | |
| accuracy | 0.00390625 | (*.f64 (+.f64 x #s(literal 1 binary64)) y) |
| 14.0ms | 256× | 0 | valid |
Compiled 38 to 14 computations (63.2% saved)
ival-mult: 2.0ms (47.2% of total)ival-sub: 1.0ms (23.6% of total)ival-add: 1.0ms (23.6% 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 | x | @ | inf | ((* (+ x 1) y) (- (* (+ x 1) y) x) (+ x 1)) |
| 0.0ms | y | @ | 0 | ((* (+ 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 | 363 | 86 |
| 3 | 977 | 86 |
| 4 | 2460 | 86 |
| 5 | 3603 | 86 |
| 6 | 4363 | 86 |
| 7 | 5304 | 86 |
| 8 | 5830 | 86 |
| 9 | 6394 | 86 |
| 10 | 7437 | 86 |
| 0 | 8106 | 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))) |
(-.f64 (fma.f64 y x y) x) |
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)) |
(-.f64 (fma.f64 y x y) x) |
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)))))) |
(-.f64 (fma.f64 y x y) x) |
(* y (+ 1 x)) |
(fma.f64 y x y) |
(* -1 x) |
(neg.f64 x) |
(- (* y (+ 1 x)) x) |
(-.f64 (fma.f64 y x y) x) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(-.f64 (fma.f64 y x y) x) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
(-.f64 (fma.f64 y x y) x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 38 | 15 |
| 2 | 269 | 15 |
| 3 | 3362 | 15 |
| 0 | 8495 | 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 1 056 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)) |
| ▶ | 76.7% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ▶ | 59.3% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ▶ | 37.1% | #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 | 235 | 72 |
| 5 | 416 | 72 |
| 6 | 594 | 72 |
| 7 | 678 | 72 |
| 8 | 688 | 72 |
| 9 | 690 | 72 |
| 0 | 690 | 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 | (fma.f64 y x (-.f64 y x)) | |
| accuracy | 0 | (-.f64 y x) | |
| accuracy | 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 | 28.807843864932533 | #s(approx (+ x 1) #s(literal 1 binary64)) | |
| accuracy | 0 | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) | |
| accuracy | 0 | (*.f64 y x) | |
| accuracy | 34.009435218229015 | #s(approx (* (+ x 1) y) (*.f64 y x)) | |
| accuracy | 0 | (neg.f64 x) | |
| accuracy | 40.22920788868914 | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| 19.0ms | 256× | 0 | valid |
Compiled 132 to 29 computations (78% saved)
ival-mult: 5.0ms (45.9% of total)ival-sub: 3.0ms (27.6% of total)ival-add: 2.0ms (18.4% of total)ival-neg: 1.0ms (9.2% 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 | |
|---|---|---|---|---|
| 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)) |
| 1.0ms | 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× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 60 | 116 |
| 1 | 193 | 116 |
| 2 | 505 | 116 |
| 3 | 1128 | 116 |
| 4 | 2445 | 116 |
| 5 | 3550 | 116 |
| 6 | 4300 | 116 |
| 7 | 5244 | 116 |
| 8 | 5770 | 116 |
| 9 | 6334 | 116 |
| 10 | 7377 | 116 |
| 0 | 8046 | 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 y x (-.f64 y x)) |
(* -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 y x (-.f64 y x)) |
(* 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 y x (-.f64 y x)) |
(* -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 y x (-.f64 y x)) |
(* y (+ 1 x)) |
(fma.f64 y x y) |
(- y x) |
(-.f64 y x) |
(* y (+ 1 (+ x (* -1 (/ x y))))) |
(fma.f64 y x (-.f64 y x)) |
(* y (+ 1 (* -1 (/ x y)))) |
(-.f64 y x) |
(* -1 (* y (+ (* -1 (+ 1 x)) (/ x y)))) |
(fma.f64 y x (-.f64 y x)) |
(* -1 (* y (- (* -1 x) 1))) |
(fma.f64 y x y) |
(* -1 (* y (- (+ (* -1 x) (/ x y)) 1))) |
(fma.f64 y x (-.f64 y x)) |
(* -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 | 8597 | 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 (*.f64 (neg.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 #s(literal 1 binary64) (neg.f64 x)) |
(*.f64 x #s(literal -1 binary64)) |
(/.f64 (neg.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64))) (neg.f64 (fma.f64 x x #s(literal 0 binary64)))) |
(/.f64 (*.f64 (neg.f64 x) x) (-.f64 #s(literal 0 binary64) (neg.f64 x))) |
(/.f64 (*.f64 (neg.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 (*.f64 x x) (neg.f64 x)) |
(/.f64 #s(literal 1 binary64) (/.f64 x (*.f64 (neg.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))) |
(*.f64 #s(literal 1 binary64) (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x)) |
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(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 y y (*.f64 x (+.f64 y x)))))) |
(/.f64 (*.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) #s(literal 1 binary64)) (*.f64 (fma.f64 y y (*.f64 x x)) (+.f64 y x))) |
(/.f64 (*.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal 1 binary64)) (*.f64 (+.f64 (pow.f64 y #s(literal 4 binary64)) (+.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (*.f64 y x) #s(literal 2 binary64)))) (+.f64 y x))) |
(/.f64 (*.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) #s(literal 1 binary64)) (*.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (*.f64 x (+.f64 y x))))) |
(/.f64 (*.f64 (-.f64 (pow.f64 y #s(literal 9 binary64)) (pow.f64 x #s(literal 9 binary64))) #s(literal 1 binary64)) (*.f64 (+.f64 (pow.f64 y #s(literal 6 binary64)) (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (*.f64 y x) #s(literal 3 binary64)))) (fma.f64 y y (*.f64 x (+.f64 y x))))) |
(/.f64 (-.f64 (*.f64 (*.f64 y y) (+.f64 y x)) (*.f64 (+.f64 y x) (*.f64 x x))) (pow.f64 (+.f64 y x) #s(literal 2 binary64))) |
(/.f64 (-.f64 (*.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x)))) (*.f64 (fma.f64 y y (*.f64 x (+.f64 y x))) (pow.f64 x #s(literal 3 binary64)))) (pow.f64 (fma.f64 y y (*.f64 x (+.f64 y x))) #s(literal 2 binary64))) |
(/.f64 (*.f64 (neg.f64 (+.f64 y x)) (-.f64 y x)) (neg.f64 (+.f64 y x))) |
(/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y (-.f64 (*.f64 x x) (*.f64 (neg.f64 x) y))))) |
(/.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y (*.f64 x (+.f64 y x))))) |
(/.f64 (*.f64 (+.f64 y x) (-.f64 y x)) (+.f64 y x)) |
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x)))) |
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (-.f64 (*.f64 x x) (*.f64 (neg.f64 x) y)))) |
(/.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y y (*.f64 x (+.f64 y x)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y (-.f64 (*.f64 x x) (*.f64 (neg.f64 x) y))) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x)) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 y x))) |
(neg.f64 (neg.f64 (-.f64 y x))) |
(fma.f64 (*.f64 (neg.f64 x) x) (/.f64 #s(literal 1 binary64) x) y) |
(fma.f64 (pow.f64 (neg.f64 x) #s(literal 3 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 x x #s(literal 0 binary64))) y) |
(fma.f64 #s(literal -1 binary64) x y) |
(fma.f64 (*.f64 y y) (pow.f64 (+.f64 y x) #s(literal -1 binary64)) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y x)))) |
(fma.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 (fma.f64 y y (*.f64 x (+.f64 y x))) #s(literal -1 binary64)) (neg.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 y y (*.f64 x (+.f64 y x)))))) |
(fma.f64 (neg.f64 x) #s(literal 1 binary64) y) |
(fma.f64 y #s(literal 1 binary64) (neg.f64 x)) |
(fma.f64 #s(literal 1 binary64) (neg.f64 x) y) |
(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 10 062 to 1 013 computations (89.9% saved)
4 alts after pruning (1 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 329 | 1 | 330 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 3 | 4 |
| Done | 0 | 0 | 0 |
| Total | 330 | 4 | 334 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 76.7% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ✓ | 59.3% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ✓ | 37.1% | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| ▶ | 65.1% | #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 | 432 | 17 |
| 7 | 525 | 17 |
| 8 | 547 | 17 |
| 0 | 547 | 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 | (fma.f64 y x y) | |
| accuracy | 22.325375145524653 | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
| 10.0ms | 256× | 0 | valid |
Compiled 34 to 15 computations (55.9% saved)
ival-add: 2.0ms (40.6% of total)ival-mult: 2.0ms (40.6% of total)ival-sub: 1.0ms (20.3% 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 | |
|---|---|---|---|---|
| 2.0ms | x | @ | inf | ((+ (* y x) (- y x)) (+ (* y x) y)) |
| 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 | 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 | 350 | 83 |
| 3 | 969 | 83 |
| 4 | 2390 | 83 |
| 5 | 3406 | 83 |
| 6 | 4066 | 83 |
| 7 | 4811 | 83 |
| 8 | 5036 | 83 |
| 9 | 5186 | 83 |
| 10 | 6027 | 83 |
| 0 | 8667 | 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)) |
(*.f64 (-.f64 y #s(literal 1 binary64)) 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)))) |
(*.f64 (-.f64 y #s(literal 1 binary64)) 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 | 6703 | 15 |
| 0 | 8063 | 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))) (pow.f64 (-.f64 y (*.f64 x y)) #s(literal -1 binary64))) |
(*.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)))) (pow.f64 (neg.f64 (-.f64 (*.f64 x y) y)) #s(literal -1 binary64))) |
(*.f64 (neg.f64 (*.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 y #s(literal 3 binary64)))) (pow.f64 (neg.f64 (*.f64 y (fma.f64 (*.f64 x x) y (-.f64 y (*.f64 x y))))) #s(literal -1 binary64))) |
(*.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 (-.f64 y (*.f64 x y)) (*.f64 y (-.f64 y (*.f64 (*.f64 x x) y)))) #s(literal -1 binary64)) |
(pow.f64 (/.f64 (pow.f64 (fma.f64 x y y) #s(literal -1 binary64)) #s(literal 1 binary64)) #s(literal -1 binary64)) |
(pow.f64 (pow.f64 (fma.f64 x y y) #s(literal -1 binary64)) #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 (pow.f64 (fma.f64 x y y) #s(literal -1 binary64)))) |
(/.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 (pow.f64 (fma.f64 x y y) #s(literal -1 binary64)) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 x y y) #s(literal -1 binary64))) |
(/.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)))) |
(+.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 2 331 to 287 computations (87.7% saved)
5 alts after pruning (1 fresh and 4 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 76 | 1 | 77 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 3 | 3 |
| Total | 76 | 5 | 81 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 76.7% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ✓ | 59.3% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ✓ | 37.1% | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| ✓ | 65.1% | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
| ▶ | 25.4% | #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 | 438 | 31 |
| 7 | 534 | 31 |
| 8 | 556 | 31 |
| 0 | 556 | 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 | (*.f64 x y) | |
| accuracy | 22.325375145524653 | #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) | |
| accuracy | 34.009435218229015 | #s(approx (+ (* y x) y) (*.f64 x y)) |
| 13.0ms | 256× | 0 | valid |
Compiled 50 to 18 computations (64% saved)
ival-mult: 3.0ms (48.7% of total)ival-add: 2.0ms (32.5% of total)ival-sub: 1.0ms (16.2% 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 | |
|---|---|---|---|---|
| 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 | 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 | 350 | 83 |
| 3 | 969 | 83 |
| 4 | 2390 | 83 |
| 5 | 3406 | 83 |
| 6 | 4066 | 83 |
| 7 | 4811 | 83 |
| 8 | 5036 | 83 |
| 9 | 5186 | 83 |
| 10 | 6027 | 83 |
| 0 | 8667 | 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)) |
(*.f64 (-.f64 y #s(literal 1 binary64)) 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)))) |
(*.f64 (-.f64 y #s(literal 1 binary64)) 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 | 6707 | 29 |
| 0 | 8067 | 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 |
|---|---|---|
| ✓ | 76.7% | (-.f64 (*.f64 #s(approx (+ x 1) #s(literal 1 binary64)) y) x) |
| ✓ | 59.3% | (-.f64 #s(approx (* (+ x 1) y) (*.f64 y x)) x) |
| ✓ | 37.1% | #s(approx (- (* (+ x 1) y) x) (neg.f64 x)) |
| ✓ | 65.1% | #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) |
| ✓ | 25.4% | #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 | y |
| 3.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 3.0ms | x |
| 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 | x |
| 2.0ms | y |
| 2.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 98.5% | 3 | x |
| 99.4% | 3 | y |
| 89.3% | 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)) |
3 calls:
| 2.0ms | y |
| 2.0ms | x |
| 2.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 68.5% | 3 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 87.5% | 3 | x |
| 87.7% | 3 | y |
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)) |
| 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 |
|---|---|---|
| 87.7% | 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 | y |
| 1.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 49.8% | 3 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 40.1% | 2 | x |
| 58.8% | 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:
| 1.0ms | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 1.0ms | x |
| 1.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 37.1% | 1 | x |
| 37.1% | 1 | (-.f64 (*.f64 (+.f64 x #s(literal 1 binary64)) y) x) |
| 37.1% | 1 | y |
Compiled 9 to 10 computations (-11.1% saved)
| 2× | binary-search |
| 1× | narrow-enough |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 10.0ms | 3.7566285268177067e-11 | 96.14287881005032 |
| 7.0ms | -3439.3272718427384 | -179.38577115280088 |
| 9.0ms | 272× | 0 | valid |
Compiled 367 to 300 computations (18.3% saved)
ival-mult: 2.0ms (46.3% of total)ival-sub: 1.0ms (23.1% of total)ival-add: 1.0ms (23.1% 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 |
|---|---|---|
| 8.0ms | 4.170836269376914e-27 | 2.396006518762694e-24 |
| 9.0ms | -1.783480545275952e-16 | -6.1151663203088985e-21 |
| 8.0ms | 256× | 0 | valid |
Compiled 378 to 283 computations (25.1% saved)
ival-sub: 1.0ms (24.5% of total)ival-add: 1.0ms (24.5% of total)ival-mult: 1.0ms (24.5% 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 |
|---|---|---|
| 0.0ms | 4.170836269376914e-27 | 2.396006518762694e-24 |
| 1.0ms | -1.783480545275952e-16 | -6.1151663203088985e-21 |
Compiled 362 to 283 computations (21.8% saved)
| 2× | binary-search |
| 1× | narrow-enough |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 1.0ms | 3.7566285268177067e-11 | 96.14287881005032 |
| 27.0ms | -0.0013750284955727882 | -4.622951456237713e-8 |
| 4.0ms | 128× | 0 | valid |
Compiled 496 to 353 computations (28.8% saved)
ival-add: 1.0ms (48.3% of total)ival-mult: 1.0ms (48.3% of total)ival-sub: 0.0ms (0% 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 | 42 | 194 |
| 1 | 53 | 194 |
| 2 | 58 | 194 |
| 3 | 59 | 194 |
| 1× | saturated |
| Inputs |
|---|
(fma.f64 y x (-.f64 y x)) |
(if (<=.f64 y #s(literal -180 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 -3530761863803683/20769187434139310514121985316880384 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 2558923399245457/5444517870735015415413993718908291383296 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 -3530761863803683/20769187434139310514121985316880384 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 2558923399245457/5444517870735015415413993718908291383296 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 -3112888062438487/2305843009213693952 binary64)) #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) (if (<=.f64 y #s(literal 1 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 -180 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 -3530761863803683/20769187434139310514121985316880384 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 2558923399245457/5444517870735015415413993718908291383296 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 -3530761863803683/20769187434139310514121985316880384 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 2558923399245457/5444517870735015415413993718908291383296 binary64)) (-.f64 #s(approx (* (+ x 1) y) (*.f64 x y)) x) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)))) |
(if (<=.f64 y #s(literal -3530761863803683/20769187434139310514121985316880384 binary64)) #s(approx (+ (* y x) (- y x)) (fma.f64 y x y)) (if (<=.f64 y #s(literal 2558923399245457/5444517870735015415413993718908291383296 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 -3112888062438487/2305843009213693952 binary64)) #s(approx (+ (* y x) (- y x)) #s(approx (+ (* y x) y) (*.f64 x y))) (if (<=.f64 y #s(literal 1 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)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 60 | 116 |
| 1 | 193 | 116 |
| 2 | 505 | 116 |
| 3 | 1128 | 116 |
| 4 | 2445 | 116 |
| 5 | 3550 | 116 |
| 6 | 4300 | 116 |
| 7 | 5244 | 116 |
| 8 | 5770 | 116 |
| 9 | 6334 | 116 |
| 10 | 7377 | 116 |
| 0 | 8046 | 104 |
| 0 | 41 | 86 |
| 1 | 140 | 86 |
| 2 | 363 | 86 |
| 3 | 977 | 86 |
| 4 | 2460 | 86 |
| 5 | 3603 | 86 |
| 6 | 4363 | 86 |
| 7 | 5304 | 86 |
| 8 | 5830 | 86 |
| 9 | 6394 | 86 |
| 10 | 7437 | 86 |
| 0 | 8106 | 76 |
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 38 | 15 |
| 2 | 269 | 15 |
| 3 | 3362 | 15 |
| 0 | 8495 | 13 |
| 0 | 41 | 83 |
| 1 | 131 | 83 |
| 2 | 350 | 83 |
| 3 | 969 | 83 |
| 4 | 2390 | 83 |
| 5 | 3406 | 83 |
| 6 | 4066 | 83 |
| 7 | 4811 | 83 |
| 8 | 5036 | 83 |
| 9 | 5186 | 83 |
| 10 | 6027 | 83 |
| 0 | 8667 | 72 |
| 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 291 to 114 computations (60.8% saved)
Compiled 402 to 96 computations (76.1% saved)
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