
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 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 1 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 2 |
| 50% | 50% | 50% | 0.1% | 0% | 0% | 0% | 3 |
| 50% | 50% | 50% | 0.1% | 0% | 0% | 0% | 4 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 5 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 6 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 7 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 8 |
| 93.8% | 93.7% | 6.2% | 0.1% | 0% | 0% | 0% | 9 |
| 93.8% | 93.7% | 6.2% | 0.1% | 0% | 0% | 0% | 10 |
| 96.9% | 96.8% | 3.1% | 0.1% | 0% | 0% | 0% | 11 |
| 96.9% | 96.8% | 3.1% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 9 to 7 computations (22.2% saved)
| 478.0ms | 8 256× | 0 | valid |
ival-add: 95.0ms (50.8% of total)ival-div: 83.0ms (44.4% of total)ival-true: 6.0ms (3.2% of total)ival-assert: 3.0ms (1.6% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | (+.f64 y y) |
| 0 | 0 | - | 0 | - | (/.f64 (+.f64 x y) (+.f64 y y)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (+.f64 x y) |
| 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 |
| 21.0ms | 512× | 0 | valid |
Compiled 71 to 29 computations (59.2% saved)
ival-add: 5.0ms (52.9% of total)ival-div: 4.0ms (42.3% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 15 | 41 |
| 1 | 42 | 35 |
| 2 | 106 | 35 |
| 3 | 310 | 35 |
| 4 | 1262 | 35 |
| 5 | 2388 | 35 |
| 6 | 3252 | 35 |
| 7 | 3801 | 35 |
| 8 | 4253 | 35 |
| 9 | 4303 | 35 |
| 10 | 4335 | 35 |
| 11 | 4411 | 35 |
| 12 | 4595 | 35 |
| 0 | 5 | 7 |
| 0 | 8 | 7 |
| 1 | 11 | 7 |
| 2 | 14 | 7 |
| 3 | 16 | 7 |
| 0 | 16 | 7 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(/.f64 (+.f64 x y) (+.f64 y y)) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (+.f64 y y)) |
(/.f64 (/.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
Compiled 7 to 5 computations (28.6% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (/.f64 (+.f64 x y) (+.f64 y y)) |
Compiled 7 to 5 computations (28.6% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | -384 | (/.f64 (+.f64 x y) (+.f64 y y)) | |
| cost-diff | -128 | (+.f64 y y) | |
| cost-diff | 0 | (+.f64 x y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 15 |
| 0 | 8 | 15 |
| 1 | 11 | 15 |
| 2 | 14 | 15 |
| 3 | 16 | 15 |
| 0 | 16 | 15 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 (+.f64 x y) (+.f64 y y)) |
(+.f64 x y) |
x |
y |
(+.f64 y y) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (+.f64 y y)) |
(/.f64 (/.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
(+.f64 x y) |
(+.f64 y x) |
x |
y |
(+.f64 y y) |
(*.f64 #s(literal 2 binary64) y) |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (+.f64 y y) | |
| accuracy | 0 | (+.f64 x y) | |
| accuracy | 0.01171875 | (/.f64 (+.f64 x y) (+.f64 y y)) |
| 13.0ms | 256× | 0 | valid |
Compiled 32 to 12 computations (62.5% saved)
ival-add: 4.0ms (60.9% of total)ival-div: 2.0ms (30.5% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(+.f64 x y) |
(+.f64 y y) |
(/.f64 (+.f64 x y) (+.f64 y y)) |
| Outputs |
|---|
y |
(+ x y) |
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
x |
(* x (+ 1 (/ y x))) |
(* 1/2 (/ x y)) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(* 2 y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(* y (+ 1 (/ x y))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | -inf | ((+ x y) (+ y y) (/ (+ x y) (+ y y))) |
| 1.0ms | y | @ | 0 | ((+ x y) (+ y y) (/ (+ x y) (+ y y))) |
| 1.0ms | y | @ | inf | ((+ x y) (+ y y) (/ (+ x y) (+ y y))) |
| 1.0ms | x | @ | inf | ((+ x y) (+ y y) (/ (+ x y) (+ y y))) |
| 1.0ms | x | @ | -inf | ((+ x y) (+ y y) (/ (+ x y) (+ y y))) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 34 | 47 |
| 1 | 95 | 47 |
| 2 | 195 | 47 |
| 3 | 529 | 47 |
| 4 | 2417 | 47 |
| 5 | 4821 | 47 |
| 6 | 6094 | 47 |
| 7 | 7050 | 47 |
| 8 | 7573 | 47 |
| 0 | 8036 | 44 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ x y) |
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
x |
(* x (+ 1 (/ y x))) |
(* 1/2 (/ x y)) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(* 2 y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(* y (+ 1 (/ x y))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
| Outputs |
|---|
y |
(+ x y) |
(+.f64 y x) |
1/2 |
#s(literal 1/2 binary64) |
(+ 1/2 (* 1/2 (/ x y))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
x |
(* x (+ 1 (/ y x))) |
(+.f64 y x) |
(* 1/2 (/ x y)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(+.f64 y x) |
(* 2 y) |
(*.f64 #s(literal 2 binary64) y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* y (+ 1 (/ x y))) |
(+.f64 y x) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(+.f64 y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 5 | 13 |
| 0 | 8 | 13 |
| 1 | 38 | 13 |
| 0 | 305 | 13 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | unsound |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 x y) |
(+.f64 y y) |
(/.f64 (+.f64 x y) (+.f64 y y)) |
| Outputs |
|---|
(*.f64 (*.f64 (+.f64 y x) (-.f64 x y)) (/.f64 #s(literal 1 binary64) (-.f64 x y))) |
(*.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y (-.f64 y x) (*.f64 x x)))) |
(/.f64 (-.f64 (*.f64 y y) (*.f64 x x)) (-.f64 y x)) |
(/.f64 (neg.f64 (*.f64 (+.f64 y x) (-.f64 x y))) (neg.f64 (-.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 (-.f64 y x) (*.f64 x x)))) |
(/.f64 (*.f64 (+.f64 y x) (-.f64 x y)) (-.f64 x y)) |
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x y) (*.f64 (+.f64 y x) (-.f64 x y)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y (-.f64 y x) (*.f64 x x)) (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) |
(/.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 y x)))) |
(/.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 y (-.f64 y x) (*.f64 x x))) |
(-.f64 (/.f64 (*.f64 x x) (-.f64 x y)) (/.f64 (*.f64 y y) (-.f64 x y))) |
(+.f64 y x) |
(+.f64 x y) |
(*.f64 (/.f64 #s(literal 1 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 #s(literal -1 binary64) (*.f64 #s(literal -2 binary64) y)) |
(*.f64 #s(literal 2 binary64) (neg.f64 y)) |
(*.f64 #s(literal 2 binary64) y) |
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal -2 binary64) y)) |
(*.f64 #s(literal 0 binary64) (/.f64 #s(literal 1 binary64) #s(literal 0 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal 0 binary64)))) |
(*.f64 y #s(literal 2 binary64)) |
(pow.f64 (*.f64 #s(literal -2 binary64) y) #s(literal -1 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 #s(literal -1 binary64) (*.f64 #s(literal -2 binary64) y)) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y #s(literal 0 binary64)) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal -2 binary64) y) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (*.f64 #s(literal -2 binary64) y)) |
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64)) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 y y #s(literal 0 binary64))) |
(neg.f64 (*.f64 #s(literal -2 binary64) y)) |
(-.f64 (/.f64 (*.f64 y y) #s(literal 0 binary64)) (/.f64 (*.f64 y y) #s(literal 0 binary64))) |
(-.f64 #s(literal 0 binary64) (*.f64 #s(literal -2 binary64) y)) |
(+.f64 (neg.f64 y) (neg.f64 y)) |
(+.f64 y y) |
(*.f64 (/.f64 (+.f64 y x) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 (+.f64 y x) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 #s(literal 1 binary64) (*.f64 (/.f64 (+.f64 y x) #s(literal 0 binary64)) #s(literal 0 binary64))) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
(*.f64 (*.f64 #s(literal -2 binary64) y) (+.f64 y x)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
(pow.f64 (*.f64 #s(literal 2 binary64) (/.f64 y (+.f64 y x))) #s(literal -1 binary64)) |
(/.f64 (/.f64 (+.f64 y x) #s(literal 2 binary64)) y) |
(/.f64 (*.f64 (*.f64 (+.f64 y x) (-.f64 x y)) (*.f64 #s(literal -2 binary64) y)) (-.f64 x y)) |
(/.f64 (*.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (*.f64 #s(literal -2 binary64) y)) (fma.f64 y (-.f64 y x) (*.f64 x x))) |
(/.f64 (*.f64 (+.f64 y x) #s(literal 1 binary64)) (*.f64 #s(literal -2 binary64) y)) |
(/.f64 (neg.f64 (neg.f64 (+.f64 y x))) (*.f64 #s(literal -2 binary64) y)) |
(/.f64 (*.f64 (*.f64 (+.f64 y x) (-.f64 x y)) #s(literal 1 binary64)) (*.f64 (-.f64 x y) (*.f64 #s(literal -2 binary64) y))) |
(/.f64 (*.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal 1 binary64)) (*.f64 (fma.f64 y (-.f64 y x) (*.f64 x x)) (*.f64 #s(literal -2 binary64) y))) |
(/.f64 #s(literal -1 binary64) (neg.f64 (*.f64 #s(literal 2 binary64) (/.f64 y (+.f64 y x))))) |
(/.f64 (*.f64 (+.f64 y x) (-.f64 x y)) (*.f64 (*.f64 #s(literal -2 binary64) y) (-.f64 x y))) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) (/.f64 y (+.f64 y x))) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (/.f64 y (+.f64 y x)))) |
(/.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (*.f64 (*.f64 #s(literal -2 binary64) y) (fma.f64 y (-.f64 y x) (*.f64 x x)))) |
(/.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
(/.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
(neg.f64 (*.f64 (/.f64 (+.f64 y x) #s(literal 0 binary64)) #s(literal 0 binary64))) |
Compiled 801 to 172 computations (78.5% saved)
6 alts after pruning (5 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 61 | 5 | 66 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 61 | 6 | 67 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (/.f64 (+.f64 x y) (+.f64 y y)) |
| ▶ | 1.2% | (*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
| ▶ | 4.1% | (*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
| ▶ | 99.9% | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
| ▶ | 51.4% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
| ▶ | 50.0% | #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
Compiled 109 to 81 computations (25.7% saved)
| 1× | egg-herbie |
Found 14 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (/.f64 #s(literal 1/2 binary64) y) | |
| cost-diff | 0 | (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) | |
| cost-diff | 0 | (*.f64 #s(literal -2 binary64) y) | |
| cost-diff | 0 | (+.f64 y x) | |
| cost-diff | 0 | (neg.f64 (+.f64 y x)) | |
| cost-diff | 128 | (*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) | |
| cost-diff | 0 | (*.f64 #s(literal -2 binary64) y) | |
| cost-diff | 0 | (+.f64 y x) | |
| cost-diff | 0 | (*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) | |
| cost-diff | 0 | (/.f64 #s(literal 1/2 binary64) y) | |
| cost-diff | 0 | (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
Useful iterations: 6 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 18 | 97 |
| 0 | 26 | 97 |
| 1 | 48 | 97 |
| 2 | 107 | 96 |
| 3 | 309 | 96 |
| 4 | 532 | 96 |
| 5 | 721 | 96 |
| 6 | 1343 | 93 |
| 7 | 3060 | 93 |
| 8 | 3609 | 93 |
| 9 | 3707 | 93 |
| 10 | 3756 | 93 |
| 11 | 3789 | 93 |
| 12 | 3789 | 93 |
| 13 | 3789 | 93 |
| 0 | 3789 | 93 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(literal 1/2 binary64) |
y |
x |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(literal 1/2 binary64) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
(+.f64 y x) |
y |
x |
(*.f64 #s(literal -2 binary64) y) |
#s(literal -2 binary64) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
(neg.f64 (+.f64 y x)) |
(+.f64 y x) |
y |
x |
(*.f64 #s(literal -2 binary64) y) |
#s(literal -2 binary64) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(literal 1/2 binary64) |
y |
x |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 x y) #s(literal 1/2 binary64) #s(literal 1/2 binary64))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(fma.f64 (/.f64 x y) #s(literal 1/2 binary64) #s(literal 1/2 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(literal 1/2 binary64) |
y |
x |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(literal 1/2 binary64) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal -2 binary64)) |
(+.f64 y x) |
y |
x |
(*.f64 #s(literal -2 binary64) y) |
#s(literal -2 binary64) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
(neg.f64 (+.f64 y x)) |
(+.f64 y x) |
y |
x |
(*.f64 #s(literal -2 binary64) y) |
#s(literal -2 binary64) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(literal 1/2 binary64) |
y |
x |
Found 14 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 #s(literal 1/2 binary64) y) | |
| accuracy | 0.171875 | (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) | |
| accuracy | 31.049809805222946 | #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) | |
| accuracy | 0 | (+.f64 y x) | |
| accuracy | 0 | (*.f64 #s(literal -2 binary64) y) | |
| accuracy | 0 | (neg.f64 (+.f64 y x)) | |
| accuracy | 0.00390625 | (*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) | |
| accuracy | 0 | (+.f64 y x) | |
| accuracy | 0 | (*.f64 #s(literal -2 binary64) y) | |
| accuracy | 0.00390625 | (*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) | |
| accuracy | 31.983466050095707 | #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) | |
| accuracy | 0 | (/.f64 #s(literal 1/2 binary64) y) | |
| accuracy | 0 | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) | |
| accuracy | 0.07421875 | (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
| 30.0ms | 256× | 0 | valid |
Compiled 182 to 35 computations (80.8% saved)
ival-add: 7.0ms (38.6% of total)ival-mult: 6.0ms (33.1% of total)ival-div: 3.0ms (16.5% of total)ival-neg: 1.0ms (5.5% 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 y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
(+.f64 y x) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
(neg.f64 (+.f64 y x)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
| Outputs |
|---|
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
(* -2 (pow y 2)) |
(+ (* -2 (* x y)) (* -2 (pow y 2))) |
y |
(+ x y) |
(* 2 (pow y 2)) |
(+ (* 2 (* x y)) (* 2 (pow y 2))) |
(* -1 y) |
(- (* -1 x) y) |
(* 1/2 (/ x y)) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* -2 (* x y)) |
(* x (+ (* -2 y) (* -2 (/ (pow y 2) x)))) |
x |
(* x (+ 1 (/ y x))) |
(* 2 (* x y)) |
(* x (+ (* 2 y) (* 2 (/ (pow y 2) x)))) |
(* -1 x) |
(* x (- (* -1 (/ y x)) 1)) |
(* x (+ (* 1/2 (/ 1 y)) (* 1/2 (/ 1 x)))) |
(* -1 (* x (+ (* 2 y) (* 2 (/ (pow y 2) x))))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(* -1 (* x (+ (* -2 y) (* -2 (/ (pow y 2) x))))) |
(* -1 (* x (+ 1 (/ y x)))) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(/ 1/2 y) |
(* y (+ (* -2 x) (* -2 y))) |
(* -2 y) |
(* y (+ (* 2 x) (* 2 y))) |
(- (* -1 y) x) |
(* (pow y 2) (- (* -2 (/ x y)) 2)) |
(* y (+ 1 (/ x y))) |
(* (pow y 2) (+ 2 (* 2 (/ x y)))) |
(* y (- (* -1 (/ x y)) 1)) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(* -1 (* y (+ 1 (/ x y)))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 3.0ms | x | @ | -inf | ((/ (+ x y) (+ y y)) (+ (* (/ 1/2 y) x) 1/2) (/ 1/2 y) (/ (+ x y) (+ y y)) (* (+ y x) (* -2 y)) (+ y x) (* -2 y) (* (neg (+ y x)) (* -2 y)) (neg (+ y x)) (/ (+ x y) (+ y y)) (* (/ 1/2 y) x)) |
| 2.0ms | y | @ | -inf | ((/ (+ x y) (+ y y)) (+ (* (/ 1/2 y) x) 1/2) (/ 1/2 y) (/ (+ x y) (+ y y)) (* (+ y x) (* -2 y)) (+ y x) (* -2 y) (* (neg (+ y x)) (* -2 y)) (neg (+ y x)) (/ (+ x y) (+ y y)) (* (/ 1/2 y) x)) |
| 2.0ms | y | @ | inf | ((/ (+ x y) (+ y y)) (+ (* (/ 1/2 y) x) 1/2) (/ 1/2 y) (/ (+ x y) (+ y y)) (* (+ y x) (* -2 y)) (+ y x) (* -2 y) (* (neg (+ y x)) (* -2 y)) (neg (+ y x)) (/ (+ x y) (+ y y)) (* (/ 1/2 y) x)) |
| 2.0ms | x | @ | inf | ((/ (+ x y) (+ y y)) (+ (* (/ 1/2 y) x) 1/2) (/ 1/2 y) (/ (+ x y) (+ y y)) (* (+ y x) (* -2 y)) (+ y x) (* -2 y) (* (neg (+ y x)) (* -2 y)) (neg (+ y x)) (/ (+ x y) (+ y y)) (* (/ 1/2 y) x)) |
| 2.0ms | y | @ | 0 | ((/ (+ x y) (+ y y)) (+ (* (/ 1/2 y) x) 1/2) (/ 1/2 y) (/ (+ x y) (+ y y)) (* (+ y x) (* -2 y)) (+ y x) (* -2 y) (* (neg (+ y x)) (* -2 y)) (neg (+ y x)) (/ (+ x y) (+ y y)) (* (/ 1/2 y) x)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 74 | 195 |
| 1 | 226 | 175 |
| 2 | 567 | 175 |
| 3 | 1567 | 175 |
| 4 | 3992 | 175 |
| 5 | 6151 | 175 |
| 0 | 8059 | 171 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
(* -2 (pow y 2)) |
(+ (* -2 (* x y)) (* -2 (pow y 2))) |
y |
(+ x y) |
(* 2 (pow y 2)) |
(+ (* 2 (* x y)) (* 2 (pow y 2))) |
(* -1 y) |
(- (* -1 x) y) |
(* 1/2 (/ x y)) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* -2 (* x y)) |
(* x (+ (* -2 y) (* -2 (/ (pow y 2) x)))) |
x |
(* x (+ 1 (/ y x))) |
(* 2 (* x y)) |
(* x (+ (* 2 y) (* 2 (/ (pow y 2) x)))) |
(* -1 x) |
(* x (- (* -1 (/ y x)) 1)) |
(* x (+ (* 1/2 (/ 1 y)) (* 1/2 (/ 1 x)))) |
(* -1 (* x (+ (* 2 y) (* 2 (/ (pow y 2) x))))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(* -1 (* x (+ (* -2 y) (* -2 (/ (pow y 2) x))))) |
(* -1 (* x (+ 1 (/ y x)))) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(/ 1/2 y) |
(* y (+ (* -2 x) (* -2 y))) |
(* -2 y) |
(* y (+ (* 2 x) (* 2 y))) |
(- (* -1 y) x) |
(* (pow y 2) (- (* -2 (/ x y)) 2)) |
(* y (+ 1 (/ x y))) |
(* (pow y 2) (+ 2 (* 2 (/ x y)))) |
(* y (- (* -1 (/ x y)) 1)) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(* -1 (* y (+ 1 (/ x y)))) |
| Outputs |
|---|
1/2 |
#s(literal 1/2 binary64) |
(+ 1/2 (* 1/2 (/ x y))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* -2 (pow y 2)) |
(*.f64 (*.f64 #s(literal -2 binary64) y) y) |
(+ (* -2 (* x y)) (* -2 (pow y 2))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal -2 binary64)) |
y |
(+ x y) |
(+.f64 y x) |
(* 2 (pow y 2)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(+ (* 2 (* x y)) (* 2 (pow y 2))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
(* -1 y) |
(neg.f64 y) |
(- (* -1 x) y) |
(-.f64 (neg.f64 x) y) |
(* 1/2 (/ x y)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* -2 (* x y)) |
(*.f64 (*.f64 #s(literal -2 binary64) x) y) |
(* x (+ (* -2 y) (* -2 (/ (pow y 2) x)))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal -2 binary64)) |
x |
(* x (+ 1 (/ y x))) |
(+.f64 y x) |
(* 2 (* x y)) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(* x (+ (* 2 y) (* 2 (/ (pow y 2) x)))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
(* -1 x) |
(neg.f64 x) |
(* x (- (* -1 (/ y x)) 1)) |
(-.f64 (neg.f64 x) y) |
(* x (+ (* 1/2 (/ 1 y)) (* 1/2 (/ 1 x)))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* -1 (* x (+ (* 2 y) (* 2 (/ (pow y 2) x))))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal -2 binary64)) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(+.f64 y x) |
(* -1 (* x (+ (* -2 y) (* -2 (/ (pow y 2) x))))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
(* -1 (* x (+ 1 (/ y x)))) |
(-.f64 (neg.f64 x) y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(/ 1/2 y) |
(/.f64 #s(literal 1/2 binary64) y) |
(* y (+ (* -2 x) (* -2 y))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal -2 binary64)) |
(* -2 y) |
(*.f64 #s(literal -2 binary64) y) |
(* y (+ (* 2 x) (* 2 y))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
(- (* -1 y) x) |
(-.f64 (neg.f64 x) y) |
(* (pow y 2) (- (* -2 (/ x y)) 2)) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal -2 binary64)) |
(* y (+ 1 (/ x y))) |
(+.f64 y x) |
(* (pow y 2) (+ 2 (* 2 (/ x y)))) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal 2 binary64)) |
(* y (- (* -1 (/ x y)) 1)) |
(-.f64 (neg.f64 x) y) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(+.f64 y x) |
(* -1 (* y (+ 1 (/ x y)))) |
(-.f64 (neg.f64 x) y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 18 | 75 |
| 0 | 26 | 74 |
| 1 | 107 | 74 |
| 0 | 785 | 74 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
(+.f64 y x) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
(neg.f64 (+.f64 y x)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64))) |
(*.f64 (-.f64 (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal -1/2 binary64)))) |
(*.f64 (+.f64 #s(literal 1/8 binary64) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (+.f64 (-.f64 #s(literal 1/4 binary64) (*.f64 (*.f64 #s(literal 2 binary64) y) (*.f64 #s(literal 1/2 binary64) x))) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64))))) |
(/.f64 (-.f64 #s(literal 1/4 binary64) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64))) (-.f64 #s(literal 1/2 binary64) (*.f64 (*.f64 #s(literal 2 binary64) y) x))) |
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64)) #s(literal 1/4 binary64))) (neg.f64 (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal -1/2 binary64)))) |
(/.f64 (neg.f64 (+.f64 #s(literal 1/8 binary64) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 3 binary64)))) (neg.f64 (+.f64 (-.f64 #s(literal 1/4 binary64) (*.f64 (*.f64 #s(literal 2 binary64) y) (*.f64 #s(literal 1/2 binary64) x))) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64))))) |
(/.f64 (-.f64 (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal -1/2 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal -1/2 binary64)) (-.f64 (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64)) #s(literal 1/4 binary64)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 (-.f64 #s(literal 1/4 binary64) (*.f64 (*.f64 #s(literal 2 binary64) y) (*.f64 #s(literal 1/2 binary64) x))) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64))) (+.f64 #s(literal 1/8 binary64) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 3 binary64))))) |
(/.f64 (+.f64 #s(literal 1/8 binary64) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 3 binary64))) (+.f64 #s(literal 1/4 binary64) (-.f64 (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 2 binary64) y) (*.f64 #s(literal 1/2 binary64) x))))) |
(/.f64 (+.f64 #s(literal 1/8 binary64) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 3 binary64))) (+.f64 (-.f64 #s(literal 1/4 binary64) (*.f64 (*.f64 #s(literal 2 binary64) y) (*.f64 #s(literal 1/2 binary64) x))) (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64)))) |
(fma.f64 (*.f64 #s(literal 1/2 binary64) x) (pow.f64 y #s(literal -1 binary64)) #s(literal 1/2 binary64)) |
(fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64)) |
(fma.f64 #s(literal 1/2 binary64) (/.f64 x y) #s(literal 1/2 binary64)) |
(fma.f64 #s(literal 1/2 binary64) (*.f64 (pow.f64 y #s(literal -1 binary64)) x) #s(literal 1/2 binary64)) |
(fma.f64 x (*.f64 #s(literal 2 binary64) y) #s(literal 1/2 binary64)) |
(-.f64 (/.f64 (pow.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 2 binary64)) (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal -1/2 binary64))) (/.f64 #s(literal 1/4 binary64) (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal -1/2 binary64)))) |
(+.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) x) #s(literal 1/2 binary64)) |
(+.f64 #s(literal 1/2 binary64) (*.f64 (*.f64 #s(literal 2 binary64) y) x)) |
(*.f64 (/.f64 #s(literal 1 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 #s(literal 2 binary64) (neg.f64 y)) |
(*.f64 #s(literal 2 binary64) y) |
(*.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 0 binary64) (/.f64 #s(literal 1 binary64) #s(literal 0 binary64))) |
(*.f64 (pow.f64 y #s(literal -1 binary64)) #s(literal 1/2 binary64)) |
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal 0 binary64)))) |
(*.f64 #s(literal -1/2 binary64) (/.f64 #s(literal 1 binary64) (neg.f64 y))) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 #s(literal 1/2 binary64) (pow.f64 y #s(literal -1 binary64))) |
(*.f64 y #s(literal 2 binary64)) |
(*.f64 y #s(literal -2 binary64)) |
(pow.f64 (*.f64 #s(literal 2 binary64) y) #s(literal -1 binary64)) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64)) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y #s(literal 0 binary64)) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) y) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 (neg.f64 y) #s(literal -1/2 binary64)) |
(/.f64 #s(literal -1/2 binary64) (neg.f64 y)) |
(/.f64 #s(literal 1/2 binary64) (neg.f64 (neg.f64 y))) |
(/.f64 #s(literal 1/2 binary64) y) |
(/.f64 y #s(literal 1/2 binary64)) |
(neg.f64 (/.f64 #s(literal -1/2 binary64) y)) |
(neg.f64 (*.f64 #s(literal 2 binary64) y)) |
(fma.f64 #s(literal -1 binary64) y (neg.f64 y)) |
(-.f64 (/.f64 (*.f64 y y) #s(literal 0 binary64)) (/.f64 (*.f64 y y) #s(literal 0 binary64))) |
(-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) y)) |
(+.f64 (neg.f64 y) (neg.f64 y)) |
(+.f64 y y) |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
(*.f64 (/.f64 (+.f64 y x) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 (+.f64 y x) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 (*.f64 (neg.f64 (+.f64 y x)) y) #s(literal -2 binary64)) |
(*.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) #s(literal -1 binary64)) (+.f64 y x)) |
(*.f64 (*.f64 (+.f64 y x) y) #s(literal -2 binary64)) |
(*.f64 (*.f64 (neg.f64 (+.f64 y x)) #s(literal -2 binary64)) y) |
(*.f64 (*.f64 #s(literal -2 binary64) (+.f64 y x)) (neg.f64 y)) |
(*.f64 (*.f64 #s(literal -2 binary64) (+.f64 y x)) y) |
(*.f64 #s(literal -1 binary64) (*.f64 (/.f64 (+.f64 y x) #s(literal 0 binary64)) #s(literal 0 binary64))) |
(*.f64 #s(literal 1 binary64) (*.f64 (/.f64 (+.f64 y x) #s(literal 0 binary64)) #s(literal 0 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) y) (neg.f64 (+.f64 y x))) |
(*.f64 (*.f64 #s(literal 2 binary64) y) (+.f64 y x)) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal -2 binary64) (*.f64 y (neg.f64 (+.f64 y x)))) |
(*.f64 #s(literal -2 binary64) (*.f64 y (+.f64 y x))) |
(*.f64 (+.f64 y x) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 y (*.f64 (neg.f64 (+.f64 y x)) #s(literal -2 binary64))) |
(*.f64 y (*.f64 #s(literal -2 binary64) (+.f64 y x))) |
(pow.f64 (*.f64 #s(literal 2 binary64) (/.f64 y (+.f64 y x))) #s(literal -1 binary64)) |
(/.f64 (/.f64 (+.f64 y x) #s(literal 2 binary64)) y) |
(/.f64 (*.f64 (*.f64 (+.f64 y x) (-.f64 y x)) (*.f64 #s(literal 2 binary64) y)) (-.f64 y x)) |
(/.f64 (*.f64 (*.f64 (+.f64 y x) (-.f64 x y)) (*.f64 #s(literal 2 binary64) y)) (-.f64 x y)) |
(/.f64 (*.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (*.f64 #s(literal 2 binary64) y)) (fma.f64 x (-.f64 x y) (*.f64 y y))) |
(/.f64 (*.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (*.f64 #s(literal 2 binary64) y)) (fma.f64 y (-.f64 y x) (*.f64 x x))) |
(/.f64 (*.f64 (+.f64 y x) #s(literal 1 binary64)) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) (*.f64 (+.f64 y x) (-.f64 y x))) (-.f64 y x)) |
(/.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) (*.f64 (+.f64 y x) (-.f64 x y))) (-.f64 x y)) |
(/.f64 (*.f64 (*.f64 #s(literal 2 binary64) y) (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 x (-.f64 x y) (*.f64 y y))) |
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(/.f64 (neg.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 x (-.f64 x y) (*.f64 y y))) |
(/.f64 (neg.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 y (-.f64 y x) (*.f64 x x))) |
(/.f64 (*.f64 (+.f64 y x) (-.f64 y x)) (neg.f64 (-.f64 y x))) |
(/.f64 (*.f64 (+.f64 y x) (-.f64 x y)) (neg.f64 (-.f64 x y))) |
(/.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (neg.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)))) |
(/.f64 (+.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (neg.f64 (fma.f64 y (-.f64 y x) (*.f64 x x)))) |
(neg.f64 (+.f64 y x)) |
(fma.f64 #s(literal -1 binary64) y (neg.f64 x)) |
(fma.f64 #s(literal -1 binary64) x (neg.f64 y)) |
(fma.f64 y #s(literal -1 binary64) (*.f64 x #s(literal -1 binary64))) |
(fma.f64 x #s(literal -1 binary64) (*.f64 y #s(literal -1 binary64))) |
(-.f64 (neg.f64 x) y) |
(-.f64 #s(literal 0 binary64) (+.f64 y x)) |
(-.f64 (neg.f64 y) x) |
(+.f64 (*.f64 y #s(literal -1 binary64)) (*.f64 x #s(literal -1 binary64))) |
(+.f64 (*.f64 x #s(literal -1 binary64)) (*.f64 y #s(literal -1 binary64))) |
(+.f64 (neg.f64 x) (neg.f64 y)) |
(+.f64 #s(literal 0 binary64) (neg.f64 (+.f64 y x))) |
(+.f64 (neg.f64 y) (neg.f64 x)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 #s(literal 2 binary64) y) x)) |
(*.f64 (*.f64 #s(literal 1/2 binary64) x) (pow.f64 y #s(literal -1 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) y) x) |
(*.f64 #s(literal 1/2 binary64) (/.f64 x y)) |
(*.f64 #s(literal 1/2 binary64) (*.f64 (pow.f64 y #s(literal -1 binary64)) x)) |
(*.f64 x (*.f64 #s(literal 2 binary64) y)) |
(/.f64 (*.f64 #s(literal 1 binary64) x) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 (*.f64 #s(literal -1/2 binary64) x) (neg.f64 y)) |
(/.f64 (*.f64 x #s(literal 1 binary64)) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 (*.f64 x #s(literal -1/2 binary64)) (neg.f64 y)) |
(/.f64 (neg.f64 (*.f64 #s(literal 1/2 binary64) x)) (neg.f64 y)) |
(/.f64 (*.f64 #s(literal 1/2 binary64) x) y) |
(/.f64 #s(literal 1 binary64) (/.f64 y (*.f64 #s(literal 1/2 binary64) x))) |
(/.f64 x (*.f64 #s(literal 2 binary64) y)) |
Compiled 4 045 to 642 computations (84.1% saved)
10 alts after pruning (6 fresh and 4 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 254 | 6 | 260 |
| Fresh | 0 | 0 | 0 |
| Picked | 2 | 3 | 5 |
| Done | 0 | 1 | 1 |
| Total | 256 | 10 | 266 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (/.f64 (+.f64 x y) (+.f64 y y)) |
| ✓ | 99.9% | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
| ▶ | 26.1% | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
| ▶ | 51.5% | #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
| ✓ | 51.4% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
| ▶ | 3.7% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
| ✓ | 50.0% | #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
| 1.7% | #s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) | |
| ▶ | 3.7% | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
| ▶ | 3.3% | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
Compiled 205 to 146 computations (28.8% saved)
| 1× | egg-herbie |
Found 15 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y x) | |
| cost-diff | 0 | (*.f64 (*.f64 y x) #s(literal 2 binary64)) | |
| cost-diff | 0 | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) | |
| cost-diff | 0 | (*.f64 #s(literal 2 binary64) y) | |
| cost-diff | 0 | (*.f64 (*.f64 #s(literal 2 binary64) y) y) | |
| cost-diff | 0 | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) | |
| cost-diff | -128 | (+.f64 y y) | |
| cost-diff | 0 | (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64)) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) | |
| cost-diff | -128 | (+.f64 y y) | |
| cost-diff | 0 | (*.f64 (+.f64 y y) x) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) | |
| cost-diff | 0 | (*.f64 #s(literal 1/2 binary64) x) | |
| cost-diff | 0 | (/.f64 (*.f64 #s(literal 1/2 binary64) x) y) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 26 | 122 |
| 0 | 35 | 122 |
| 1 | 64 | 122 |
| 2 | 119 | 120 |
| 3 | 287 | 120 |
| 4 | 463 | 120 |
| 5 | 711 | 120 |
| 6 | 1382 | 120 |
| 7 | 3005 | 120 |
| 8 | 3440 | 120 |
| 9 | 3576 | 120 |
| 10 | 3642 | 120 |
| 11 | 3654 | 120 |
| 12 | 3656 | 120 |
| 13 | 3656 | 120 |
| 14 | 3696 | 120 |
| 15 | 3724 | 120 |
| 16 | 3724 | 120 |
| 0 | 3724 | 117 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
(/.f64 (*.f64 #s(literal 1/2 binary64) x) y) |
(*.f64 #s(literal 1/2 binary64) x) |
#s(literal 1/2 binary64) |
x |
y |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
(*.f64 (+.f64 y y) x) |
(+.f64 y y) |
y |
x |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
(fma.f64 (+.f64 y y) x #s(literal 1/2 binary64)) |
(+.f64 y y) |
y |
x |
#s(literal 1/2 binary64) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 #s(literal 2 binary64) y) |
#s(literal 2 binary64) |
y |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(*.f64 y x) |
y |
x |
#s(literal 2 binary64) |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
(/.f64 (*.f64 #s(literal 1/2 binary64) x) y) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(*.f64 #s(literal 1/2 binary64) x) |
#s(literal 1/2 binary64) |
x |
y |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
(*.f64 (+.f64 y y) x) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(+.f64 y y) |
(*.f64 #s(literal 2 binary64) y) |
y |
x |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64))) |
(fma.f64 (+.f64 y y) x #s(literal 1/2 binary64)) |
(fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64)) |
(+.f64 y y) |
(*.f64 #s(literal 2 binary64) y) |
y |
x |
#s(literal 1/2 binary64) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y y) #s(literal 2 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 #s(literal 2 binary64) y) |
#s(literal 2 binary64) |
y |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(*.f64 y x) |
y |
x |
#s(literal 2 binary64) |
Found 15 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 y x) | |
| accuracy | 0.01171875 | (*.f64 (*.f64 y x) #s(literal 2 binary64)) | |
| accuracy | 26.15291152654685 | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) | |
| accuracy | 0 | (*.f64 (*.f64 #s(literal 2 binary64) y) y) | |
| accuracy | 0 | (*.f64 #s(literal 2 binary64) y) | |
| accuracy | 27.396377033346432 | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) | |
| accuracy | 0 | (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64)) | |
| accuracy | 0 | (+.f64 y y) | |
| accuracy | 47.28660227307994 | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) | |
| accuracy | 0 | (+.f64 y y) | |
| accuracy | 0 | (*.f64 (+.f64 y y) x) | |
| accuracy | 61.60206282704935 | #s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) | |
| accuracy | 0 | (/.f64 (*.f64 #s(literal 1/2 binary64) x) y) | |
| accuracy | 0 | (*.f64 #s(literal 1/2 binary64) x) | |
| accuracy | 31.049809805222946 | #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
| 33.0ms | 256× | 0 | valid |
Compiled 216 to 48 computations (77.8% saved)
ival-mult: 11.0ms (52.1% of total)ival-add: 5.0ms (23.7% of total)ival-div: 3.0ms (14.2% of total)ival-neg: 1.0ms (4.7% 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 y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
(/.f64 (*.f64 #s(literal 1/2 binary64) x) y) |
(*.f64 #s(literal 1/2 binary64) x) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
(*.f64 (+.f64 y y) x) |
(+.f64 y y) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
(fma.f64 (+.f64 y y) x #s(literal 1/2 binary64)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 #s(literal 2 binary64) y) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(*.f64 y x) |
| Outputs |
|---|
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
(* 1/2 (/ x y)) |
(* 1/2 x) |
(* 2 (* x y)) |
(+ 1/2 (* 2 (* x y))) |
(* 2 (pow y 2)) |
(+ (* 2 (* x y)) (* 2 (pow y 2))) |
(* x y) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* x (+ (* 2 y) (* 1/2 (/ 1 x)))) |
(* x (+ (* 2 y) (* 2 (/ (pow y 2) x)))) |
(* -1 (* x (- (* -2 y) (* 1/2 (/ 1 x))))) |
(* -1 (* x (+ (* -2 y) (* -2 (/ (pow y 2) x))))) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(* 2 y) |
(* y (+ (* 2 x) (* 2 y))) |
(* y (+ (* 2 x) (* 1/2 (/ 1 y)))) |
(* (pow y 2) (+ 2 (* 2 (/ x y)))) |
(* -1 (* y (- (* -2 x) (* 1/2 (/ 1 y))))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 2.0ms | y | @ | -inf | ((/ (+ x y) (+ y y)) (/ (* 1/2 x) y) (* 1/2 x) (/ (+ x y) (+ y y)) (* (+ y y) x) (+ y y) (/ (+ x y) (+ y y)) (+ (* (+ y y) x) 1/2) (* (neg (+ y x)) (* -2 y)) (* (* 2 y) y) (* 2 y) (* (neg (+ y x)) (* -2 y)) (* (* y x) 2) (* y x)) |
| 2.0ms | y | @ | inf | ((/ (+ x y) (+ y y)) (/ (* 1/2 x) y) (* 1/2 x) (/ (+ x y) (+ y y)) (* (+ y y) x) (+ y y) (/ (+ x y) (+ y y)) (+ (* (+ y y) x) 1/2) (* (neg (+ y x)) (* -2 y)) (* (* 2 y) y) (* 2 y) (* (neg (+ y x)) (* -2 y)) (* (* y x) 2) (* y x)) |
| 2.0ms | x | @ | -inf | ((/ (+ x y) (+ y y)) (/ (* 1/2 x) y) (* 1/2 x) (/ (+ x y) (+ y y)) (* (+ y y) x) (+ y y) (/ (+ x y) (+ y y)) (+ (* (+ y y) x) 1/2) (* (neg (+ y x)) (* -2 y)) (* (* 2 y) y) (* 2 y) (* (neg (+ y x)) (* -2 y)) (* (* y x) 2) (* y x)) |
| 2.0ms | x | @ | inf | ((/ (+ x y) (+ y y)) (/ (* 1/2 x) y) (* 1/2 x) (/ (+ x y) (+ y y)) (* (+ y y) x) (+ y y) (/ (+ x y) (+ y y)) (+ (* (+ y y) x) 1/2) (* (neg (+ y x)) (* -2 y)) (* (* 2 y) y) (* 2 y) (* (neg (+ y x)) (* -2 y)) (* (* y x) 2) (* y x)) |
| 1.0ms | y | @ | 0 | ((/ (+ x y) (+ y y)) (/ (* 1/2 x) y) (* 1/2 x) (/ (+ x y) (+ y y)) (* (+ y y) x) (+ y y) (/ (+ x y) (+ y y)) (+ (* (+ y y) x) 1/2) (* (neg (+ y x)) (* -2 y)) (* (* 2 y) y) (* 2 y) (* (neg (+ y x)) (* -2 y)) (* (* y x) 2) (* y x)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 53 | 126 |
| 1 | 167 | 116 |
| 2 | 401 | 116 |
| 3 | 884 | 116 |
| 4 | 1558 | 116 |
| 5 | 3737 | 116 |
| 6 | 6331 | 116 |
| 0 | 8084 | 108 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
(* 1/2 (/ x y)) |
(* 1/2 x) |
(* 2 (* x y)) |
(+ 1/2 (* 2 (* x y))) |
(* 2 (pow y 2)) |
(+ (* 2 (* x y)) (* 2 (pow y 2))) |
(* x y) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* x (+ (* 2 y) (* 1/2 (/ 1 x)))) |
(* x (+ (* 2 y) (* 2 (/ (pow y 2) x)))) |
(* -1 (* x (- (* -2 y) (* 1/2 (/ 1 x))))) |
(* -1 (* x (+ (* -2 y) (* -2 (/ (pow y 2) x))))) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(* 2 y) |
(* y (+ (* 2 x) (* 2 y))) |
(* y (+ (* 2 x) (* 1/2 (/ 1 y)))) |
(* (pow y 2) (+ 2 (* 2 (/ x y)))) |
(* -1 (* y (- (* -2 x) (* 1/2 (/ 1 y))))) |
| Outputs |
|---|
1/2 |
#s(literal 1/2 binary64) |
(+ 1/2 (* 1/2 (/ x y))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* 1/2 (/ x y)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(* 1/2 x) |
(*.f64 #s(literal 1/2 binary64) x) |
(* 2 (* x y)) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(+ 1/2 (* 2 (* x y))) |
(fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64)) |
(* 2 (pow y 2)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(+ (* 2 (* x y)) (* 2 (pow y 2))) |
(*.f64 (*.f64 (+.f64 y x) #s(literal 2 binary64)) y) |
(* x y) |
(*.f64 y x) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* x (+ (* 2 y) (* 1/2 (/ 1 x)))) |
(fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64)) |
(* x (+ (* 2 y) (* 2 (/ (pow y 2) x)))) |
(*.f64 (*.f64 (+.f64 y x) #s(literal 2 binary64)) y) |
(* -1 (* x (- (* -2 y) (* 1/2 (/ 1 x))))) |
(fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64)) |
(* -1 (* x (+ (* -2 y) (* -2 (/ (pow y 2) x))))) |
(*.f64 (*.f64 (+.f64 y x) #s(literal 2 binary64)) y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* 2 y) |
(*.f64 #s(literal 2 binary64) y) |
(* y (+ (* 2 x) (* 2 y))) |
(*.f64 (*.f64 (+.f64 y x) #s(literal 2 binary64)) y) |
(* y (+ (* 2 x) (* 1/2 (/ 1 y)))) |
(fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64)) |
(* (pow y 2) (+ 2 (* 2 (/ x y)))) |
(*.f64 (*.f64 (+.f64 y x) #s(literal 2 binary64)) y) |
(* -1 (* y (- (* -2 x) (* 1/2 (/ 1 y))))) |
(fma.f64 (*.f64 #s(literal 2 binary64) y) x #s(literal 1/2 binary64)) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 26 | 106 |
| 0 | 35 | 103 |
| 1 | 120 | 100 |
| 0 | 751 | 100 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
(/.f64 (*.f64 #s(literal 1/2 binary64) x) y) |
(*.f64 #s(literal 1/2 binary64) x) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
(*.f64 (+.f64 y y) x) |
(+.f64 y y) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
(fma.f64 (+.f64 y y) x #s(literal 1/2 binary64)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 #s(literal 2 binary64) y) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(*.f64 y x) |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 #s(literal 2 binary64) y) x)) |
(*.f64 (/.f64 x y) #s(literal 1/2 binary64)) |
(*.f64 (*.f64 #s(literal 2 binary64) x) y) |
(*.f64 (pow.f64 y #s(literal -1 binary64)) (*.f64 #s(literal 1/2 binary64) x)) |
(*.f64 #s(literal 1 binary64) (*.f64 (*.f64 #s(literal 2 binary64) y) x)) |
(*.f64 (*.f64 #s(literal -1/2 binary64) x) (/.f64 #s(literal 1 binary64) (neg.f64 y))) |
(*.f64 (*.f64 y x) #s(literal 2 binary64)) |
(*.f64 #s(literal 2 binary64) (*.f64 y x)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) x) |
(*.f64 (*.f64 #s(literal 1/2 binary64) x) (pow.f64 y #s(literal -1 binary64))) |
(*.f64 #s(literal 1/2 binary64) (/.f64 x y)) |
(*.f64 y (*.f64 #s(literal 2 binary64) x)) |
(*.f64 x (*.f64 #s(literal 1/2 binary64) (pow.f64 y #s(literal -1 binary64)))) |
(*.f64 x (*.f64 #s(literal 2 binary64) y)) |
(pow.f64 (/.f64 y (*.f64 #s(literal 1/2 binary64) x)) #s(literal -1 binary64)) |
(/.f64 (*.f64 #s(literal 0 binary64) x) #s(literal 0 binary64)) |
(/.f64 (*.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) x) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 (*.f64 (*.f64 #s(literal 1/2 binary64) x) #s(literal 1 binary64)) y) |
(/.f64 (*.f64 x #s(literal 0 binary64)) #s(literal 0 binary64)) |
(/.f64 (*.f64 x (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 (neg.f64 (*.f64 #s(literal -1/2 binary64) x)) (neg.f64 (neg.f64 y))) |
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 y (*.f64 #s(literal 1/2 binary64) x)))) |
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(*.f64 y x) |
(*.f64 x y) |
Compiled 2 591 to 418 computations (83.9% saved)
11 alts after pruning (3 fresh and 8 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 150 | 2 | 152 |
| Fresh | 0 | 1 | 1 |
| Picked | 1 | 4 | 5 |
| Done | 0 | 4 | 4 |
| Total | 151 | 11 | 162 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (/.f64 (+.f64 x y) (+.f64 y y)) |
| ✓ | 99.9% | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
| ✓ | 26.1% | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
| ✓ | 51.5% | #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
| ✓ | 51.4% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
| ✓ | 3.7% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
| ▶ | 3.0% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
| ▶ | 3.1% | #s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
| ✓ | 50.0% | #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
| ▶ | 1.7% | #s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
| ✓ | 3.3% | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
Compiled 136 to 95 computations (30.1% saved)
| 1× | egg-herbie |
Found 9 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | (*.f64 (*.f64 y y) #s(literal 2 binary64)) | |
| cost-diff | 0 | (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) | |
| cost-diff | 0 | (*.f64 #s(literal 2 binary64) y) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) | |
| cost-diff | 0 | (*.f64 #s(literal -2 binary64) y) | |
| cost-diff | 0 | (*.f64 (*.f64 #s(literal -2 binary64) y) y) | |
| cost-diff | 0 | #s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 72 |
| 0 | 25 | 72 |
| 1 | 40 | 72 |
| 2 | 73 | 72 |
| 3 | 112 | 72 |
| 4 | 121 | 72 |
| 5 | 122 | 72 |
| 0 | 122 | 72 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
(*.f64 (*.f64 #s(literal -2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) y) |
#s(literal -2 binary64) |
y |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 2 binary64) y) |
#s(literal 2 binary64) |
y |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 y y) |
y |
#s(literal 2 binary64) |
x |
| Outputs |
|---|
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
(*.f64 (*.f64 #s(literal -2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) y) |
#s(literal -2 binary64) |
y |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 2 binary64) y) |
#s(literal 2 binary64) |
y |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 y y) |
y |
#s(literal 2 binary64) |
x |
Found 9 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 y y) | |
| accuracy | 0.015625 | (*.f64 (*.f64 y y) #s(literal 2 binary64)) | |
| accuracy | 6.390199056237009 | (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x) | |
| accuracy | 62.080369057986665 | #s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) | |
| accuracy | 0 | (*.f64 #s(literal 2 binary64) y) | |
| accuracy | 62.03508252750927 | #s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) | |
| accuracy | 0 | (*.f64 (*.f64 #s(literal -2 binary64) y) y) | |
| accuracy | 0 | (*.f64 #s(literal -2 binary64) y) | |
| accuracy | 27.396377033346432 | #s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
| 25.0ms | 256× | 0 | valid |
Compiled 128 to 37 computations (71.1% saved)
ival-mult: 10.0ms (62.6% of total)ival-add: 4.0ms (25.1% of total)ival-div: 2.0ms (12.5% 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 (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
(*.f64 (*.f64 #s(literal -2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) y) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 2 binary64) y) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 y y) |
| Outputs |
|---|
(* -2 (pow y 2)) |
(+ (* -2 (* x y)) (* -2 (pow y 2))) |
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
(* 2 (* x (pow y 2))) |
(* -2 (* x y)) |
(* x (+ (* -2 y) (* -2 (/ (pow y 2) x)))) |
(* 1/2 (/ x y)) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* -1 (* x (+ (* 2 y) (* 2 (/ (pow y 2) x))))) |
(* y (+ (* -2 x) (* -2 y))) |
(* -2 y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(* 2 y) |
(* 2 (pow y 2)) |
(pow y 2) |
(* (pow y 2) (- (* -2 (/ x y)) 2)) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 3.0ms | x | @ | 0 | ((* (+ y x) (* -2 y)) (* (* -2 y) y) (* -2 y) (/ (+ x y) (+ y y)) (* 2 y) (/ (+ x y) (+ y y)) (* (* (* y y) 2) x) (* (* y y) 2) (* y y)) |
| 2.0ms | y | @ | inf | ((* (+ y x) (* -2 y)) (* (* -2 y) y) (* -2 y) (/ (+ x y) (+ y y)) (* 2 y) (/ (+ x y) (+ y y)) (* (* (* y y) 2) x) (* (* y y) 2) (* y y)) |
| 2.0ms | y | @ | -inf | ((* (+ y x) (* -2 y)) (* (* -2 y) y) (* -2 y) (/ (+ x y) (+ y y)) (* 2 y) (/ (+ x y) (+ y y)) (* (* (* y y) 2) x) (* (* y y) 2) (* y y)) |
| 1.0ms | y | @ | 0 | ((* (+ y x) (* -2 y)) (* (* -2 y) y) (* -2 y) (/ (+ x y) (+ y y)) (* 2 y) (/ (+ x y) (+ y y)) (* (* (* y y) 2) x) (* (* y y) 2) (* y y)) |
| 1.0ms | x | @ | inf | ((* (+ y x) (* -2 y)) (* (* -2 y) y) (* -2 y) (/ (+ x y) (+ y y)) (* 2 y) (/ (+ x y) (+ y y)) (* (* (* y y) 2) x) (* (* y y) 2) (* y y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 44 | 103 |
| 1 | 126 | 93 |
| 2 | 284 | 93 |
| 3 | 549 | 93 |
| 4 | 1169 | 93 |
| 5 | 2761 | 93 |
| 6 | 5003 | 93 |
| 7 | 7323 | 93 |
| 0 | 8074 | 90 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* -2 (pow y 2)) |
(+ (* -2 (* x y)) (* -2 (pow y 2))) |
1/2 |
(+ 1/2 (* 1/2 (/ x y))) |
(* 2 (* x (pow y 2))) |
(* -2 (* x y)) |
(* x (+ (* -2 y) (* -2 (/ (pow y 2) x)))) |
(* 1/2 (/ x y)) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(* -1 (* x (+ (* 2 y) (* 2 (/ (pow y 2) x))))) |
(* y (+ (* -2 x) (* -2 y))) |
(* -2 y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(* 2 y) |
(* 2 (pow y 2)) |
(pow y 2) |
(* (pow y 2) (- (* -2 (/ x y)) 2)) |
| Outputs |
|---|
(* -2 (pow y 2)) |
(*.f64 (*.f64 y y) #s(literal -2 binary64)) |
(+ (* -2 (* x y)) (* -2 (pow y 2))) |
(*.f64 (*.f64 (+.f64 x y) #s(literal -2 binary64)) y) |
1/2 |
#s(literal 1/2 binary64) |
(+ 1/2 (* 1/2 (/ x y))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* 2 (* x (pow y 2))) |
(*.f64 (*.f64 (*.f64 x y) y) #s(literal 2 binary64)) |
(* -2 (* x y)) |
(*.f64 (*.f64 x y) #s(literal -2 binary64)) |
(* x (+ (* -2 y) (* -2 (/ (pow y 2) x)))) |
(*.f64 (*.f64 (+.f64 x y) #s(literal -2 binary64)) y) |
(* 1/2 (/ x y)) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(* x (+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y)))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* -1 (* x (+ (* 2 y) (* 2 (/ (pow y 2) x))))) |
(*.f64 (*.f64 (+.f64 x y) #s(literal -2 binary64)) y) |
(* y (+ (* -2 x) (* -2 y))) |
(*.f64 (*.f64 (+.f64 x y) #s(literal -2 binary64)) y) |
(* -2 y) |
(*.f64 #s(literal -2 binary64) y) |
(/ (+ (* 1/2 x) (* 1/2 y)) y) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64)) |
(* 2 y) |
(*.f64 #s(literal 2 binary64) y) |
(* 2 (pow y 2)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(pow y 2) |
(*.f64 y y) |
(* (pow y 2) (- (* -2 (/ x y)) 2)) |
(*.f64 (*.f64 (+.f64 x y) #s(literal -2 binary64)) y) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 65 |
| 0 | 25 | 63 |
| 1 | 76 | 55 |
| 0 | 528 | 55 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
(*.f64 (*.f64 #s(literal -2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) y) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 2 binary64) y) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 y y) |
| Outputs |
|---|
#s(approx (* (+ y x) (* -2 y)) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 (/.f64 #s(literal 1 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 (neg.f64 y) #s(literal 2 binary64)) |
(*.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 0 binary64) (/.f64 #s(literal 1 binary64) #s(literal 0 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal 0 binary64)))) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 (*.f64 y y) #s(literal -2 binary64)) |
(*.f64 #s(literal 2 binary64) (neg.f64 y)) |
(*.f64 #s(literal 2 binary64) (*.f64 y y)) |
(*.f64 #s(literal 2 binary64) y) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) (*.f64 y y)) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 y #s(literal 2 binary64)) |
(*.f64 y (*.f64 #s(literal 2 binary64) y)) |
(*.f64 y #s(literal -2 binary64)) |
(pow.f64 (*.f64 #s(literal 2 binary64) y) #s(literal -1 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
(/.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)) |
(/.f64 (*.f64 y (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) y) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y #s(literal 0 binary64)) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64)) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 y y #s(literal 0 binary64))) |
(neg.f64 (*.f64 #s(literal 2 binary64) y)) |
(fma.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64)) (*.f64 y y)) |
(fma.f64 y y (*.f64 y y)) |
(-.f64 (/.f64 (*.f64 y y) #s(literal 0 binary64)) (/.f64 (*.f64 y y) #s(literal 0 binary64))) |
(-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) y)) |
(+.f64 (neg.f64 y) (neg.f64 y)) |
(+.f64 (*.f64 y y) (*.f64 y y)) |
(+.f64 y y) |
(*.f64 (/.f64 #s(literal 1 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 (neg.f64 y) #s(literal 2 binary64)) |
(*.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 0 binary64) (/.f64 #s(literal 1 binary64) #s(literal 0 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal 0 binary64)))) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 (*.f64 y y) #s(literal -2 binary64)) |
(*.f64 #s(literal 2 binary64) (neg.f64 y)) |
(*.f64 #s(literal 2 binary64) (*.f64 y y)) |
(*.f64 #s(literal 2 binary64) y) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) (*.f64 y y)) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 y #s(literal 2 binary64)) |
(*.f64 y (*.f64 #s(literal 2 binary64) y)) |
(*.f64 y #s(literal -2 binary64)) |
(pow.f64 (*.f64 #s(literal 2 binary64) y) #s(literal -1 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
(/.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)) |
(/.f64 (*.f64 y (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) y) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y #s(literal 0 binary64)) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64)) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 y y #s(literal 0 binary64))) |
(neg.f64 (*.f64 #s(literal 2 binary64) y)) |
(fma.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64)) (*.f64 y y)) |
(fma.f64 y y (*.f64 y y)) |
(-.f64 (/.f64 (*.f64 y y) #s(literal 0 binary64)) (/.f64 (*.f64 y y) #s(literal 0 binary64))) |
(-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) y)) |
(+.f64 (neg.f64 y) (neg.f64 y)) |
(+.f64 (*.f64 y y) (*.f64 y y)) |
(+.f64 y y) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 (/.f64 #s(literal 1 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 (neg.f64 y) #s(literal 2 binary64)) |
(*.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 0 binary64) (/.f64 #s(literal 1 binary64) #s(literal 0 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal 0 binary64)))) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 (*.f64 y y) #s(literal -2 binary64)) |
(*.f64 #s(literal 2 binary64) (neg.f64 y)) |
(*.f64 #s(literal 2 binary64) (*.f64 y y)) |
(*.f64 #s(literal 2 binary64) y) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) (*.f64 y y)) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 y #s(literal 2 binary64)) |
(*.f64 y (*.f64 #s(literal 2 binary64) y)) |
(*.f64 y #s(literal -2 binary64)) |
(pow.f64 (*.f64 #s(literal 2 binary64) y) #s(literal -1 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
(/.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)) |
(/.f64 (*.f64 y (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) y) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y #s(literal 0 binary64)) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64)) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 y y #s(literal 0 binary64))) |
(neg.f64 (*.f64 #s(literal 2 binary64) y)) |
(fma.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64)) (*.f64 y y)) |
(fma.f64 y y (*.f64 y y)) |
(-.f64 (/.f64 (*.f64 y y) #s(literal 0 binary64)) (/.f64 (*.f64 y y) #s(literal 0 binary64))) |
(-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) y)) |
(+.f64 (neg.f64 y) (neg.f64 y)) |
(+.f64 (*.f64 y y) (*.f64 y y)) |
(+.f64 y y) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) x)) |
(*.f64 (*.f64 x (*.f64 y y)) #s(literal 2 binary64)) |
(*.f64 (*.f64 #s(literal 2 binary64) x) (*.f64 y y)) |
(*.f64 (*.f64 x y) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 (*.f64 y y) (*.f64 #s(literal 2 binary64) x)) |
(*.f64 #s(literal 2 binary64) (*.f64 (*.f64 y y) x)) |
(*.f64 (*.f64 #s(literal 2 binary64) y) x) |
(*.f64 x (*.f64 #s(literal 2 binary64) y)) |
(*.f64 y (*.f64 (*.f64 #s(literal 2 binary64) y) x)) |
(*.f64 y (*.f64 y (*.f64 #s(literal 2 binary64) x))) |
(*.f64 (/.f64 #s(literal 1 binary64) #s(literal 0 binary64)) #s(literal 0 binary64)) |
(*.f64 (/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(*.f64 (neg.f64 y) #s(literal 2 binary64)) |
(*.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(*.f64 #s(literal 0 binary64) (/.f64 #s(literal 1 binary64) #s(literal 0 binary64))) |
(*.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 y y #s(literal 0 binary64)))) |
(*.f64 (*.f64 y y) #s(literal 2 binary64)) |
(*.f64 (*.f64 y y) #s(literal -2 binary64)) |
(*.f64 #s(literal 2 binary64) (neg.f64 y)) |
(*.f64 #s(literal 2 binary64) (*.f64 y y)) |
(*.f64 #s(literal 2 binary64) y) |
(*.f64 (*.f64 #s(literal 2 binary64) y) y) |
(*.f64 #s(literal -2 binary64) (*.f64 y y)) |
(*.f64 #s(literal -2 binary64) y) |
(*.f64 y #s(literal 2 binary64)) |
(*.f64 y (*.f64 #s(literal 2 binary64) y)) |
(*.f64 y #s(literal -2 binary64)) |
(pow.f64 (*.f64 #s(literal 2 binary64) y) #s(literal -1 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
(/.f64 (/.f64 #s(literal 1 binary64) y) #s(literal 2 binary64)) |
(/.f64 (*.f64 y (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (neg.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 y y #s(literal 0 binary64))) |
(/.f64 #s(literal -1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 1 binary64) (/.f64 (*.f64 #s(literal 2 binary64) y) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y y #s(literal 0 binary64)) (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (*.f64 #s(literal 2 binary64) y)) |
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64)) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (neg.f64 (fma.f64 y y #s(literal 0 binary64)))) |
(/.f64 (*.f64 #s(literal 2 binary64) (pow.f64 y #s(literal 3 binary64))) (fma.f64 y y #s(literal 0 binary64))) |
(neg.f64 (*.f64 #s(literal 2 binary64) y)) |
(fma.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64)) (*.f64 y y)) |
(fma.f64 y y (*.f64 y y)) |
(-.f64 (/.f64 (*.f64 y y) #s(literal 0 binary64)) (/.f64 (*.f64 y y) #s(literal 0 binary64))) |
(-.f64 #s(literal 0 binary64) (*.f64 #s(literal 2 binary64) y)) |
(+.f64 (neg.f64 y) (neg.f64 y)) |
(+.f64 (*.f64 y y) (*.f64 y y)) |
(+.f64 y y) |
(*.f64 (pow.f64 y #s(literal 1 binary64)) (pow.f64 y #s(literal 1 binary64))) |
(*.f64 y y) |
(pow.f64 y #s(literal 2 binary64)) |
(exp.f64 (*.f64 (log.f64 y) #s(literal 2 binary64))) |
Compiled 951 to 182 computations (80.9% saved)
13 alts after pruning (3 fresh and 10 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 62 | 3 | 65 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 2 | 3 |
| Done | 0 | 8 | 8 |
| Total | 63 | 13 | 76 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (/.f64 (+.f64 x y) (+.f64 y y)) |
| ✓ | 99.9% | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
| ✓ | 26.1% | #s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
| ✓ | 51.5% | #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
| ✓ | 51.4% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
| ✓ | 3.7% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
| ✓ | 3.0% | #s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
| ✓ | 50.0% | #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
| 3.7% | #s(approx (* (+ y x) (* -2 y)) (/.f64 #s(literal 1/2 binary64) y)) | |
| 3.1% | #s(approx (* (+ y x) (* -2 y)) (+.f64 y y)) | |
| ✓ | 1.7% | #s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
| 2.7% | #s(approx (* (+ y x) (* -2 y)) (*.f64 y #s(literal -2 binary64))) | |
| ✓ | 3.3% | #s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
Compiled 356 to 165 computations (53.7% saved)
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(approx (* (+ y x) (* -2 y)) (+.f64 y y)) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 y #s(literal -2 binary64))) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
#s(approx (* (+ y x) (* -2 y)) (/.f64 #s(literal 1/2 binary64) y)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
(/.f64 (+.f64 x y) (+.f64 y y)) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (+.f64 y y)) |
3 calls:
| 48.0ms | x |
| 5.0ms | y |
| 5.0ms | (/.f64 (+.f64 x y) (+.f64 y y)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (/.f64 (+.f64 x y) (+.f64 y y)) |
Compiled 9 to 9 computations (0% saved)
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(approx (* (+ y x) (* -2 y)) (+.f64 y y)) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 y #s(literal -2 binary64))) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
#s(approx (* (+ y x) (* -2 y)) (/.f64 #s(literal 1/2 binary64) y)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
3 calls:
| 5.0ms | y |
| 5.0ms | x |
| 5.0ms | (/.f64 (+.f64 x y) (+.f64 y y)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 99.9% | 1 | x |
| 99.9% | 1 | y |
| 99.9% | 1 | (/.f64 (+.f64 x y) (+.f64 y y)) |
Compiled 9 to 9 computations (0% saved)
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(approx (* (+ y x) (* -2 y)) (+.f64 y y)) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 y #s(literal -2 binary64))) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
#s(approx (* (+ y x) (* -2 y)) (/.f64 #s(literal 1/2 binary64) y)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) |
3 calls:
| 25.0ms | x |
| 5.0ms | y |
| 4.0ms | (/.f64 (+.f64 x y) (+.f64 y y)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 78.1% | 3 | x |
| 78.1% | 3 | y |
| 98.1% | 3 | (/.f64 (+.f64 x y) (+.f64 y y)) |
Compiled 9 to 9 computations (0% saved)
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(approx (* (+ y x) (* -2 y)) (+.f64 y y)) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 y #s(literal -2 binary64))) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
#s(approx (* (+ y x) (* -2 y)) (/.f64 #s(literal 1/2 binary64) y)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) |
1 calls:
| 4.0ms | (/.f64 (+.f64 x y) (+.f64 y y)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 98.0% | 3 | (/.f64 (+.f64 x y) (+.f64 y y)) |
Compiled 7 to 5 computations (28.6% saved)
Total -31.5b remaining (-98.4%)
Threshold costs -31.5b (-98.4%)
| Inputs |
|---|
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
#s(approx (* (+ y x) (* -2 y)) (+.f64 y y)) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 y #s(literal -2 binary64))) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 #s(literal 2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (+.f64 y y) x)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (+.f64 y y) x #s(literal 1/2 binary64))) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 #s(literal 2 binary64) y) y)) |
#s(approx (* (neg (+ y x)) (* -2 y)) (*.f64 (*.f64 y x) #s(literal 2 binary64))) |
#s(approx (* (+ y x) (* -2 y)) (*.f64 (*.f64 #s(literal -2 binary64) y) y)) |
#s(approx (* (+ y x) (* -2 y)) (/.f64 #s(literal 1/2 binary64) y)) |
(*.f64 (+.f64 y x) (*.f64 #s(literal -2 binary64) y)) |
#s(approx (/ (+ x y) (+ y y)) (*.f64 (*.f64 (*.f64 y y) #s(literal 2 binary64)) x)) |
(*.f64 (neg.f64 (+.f64 y x)) (*.f64 #s(literal -2 binary64) y)) |
| Outputs |
|---|
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
3 calls:
| 4.0ms | y |
| 4.0ms | x |
| 4.0ms | (/.f64 (+.f64 x y) (+.f64 y y)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 50.0% | 1 | x |
| 50.0% | 1 | y |
| 50.0% | 1 | (/.f64 (+.f64 x y) (+.f64 y y)) |
Compiled 9 to 9 computations (0% saved)
| 2× | left-value |
| Time | Left | Right |
|---|---|---|
| 0.0ms | 0.5011239283337021 | 7405.823688452449 |
| 0.0ms | -63766332.57034382 | 0.4076641580325596 |
Compiled 10 to 10 computations (0% saved)
| 2× | left-value |
| Time | Left | Right |
|---|---|---|
| 0.0ms | 0.5011239283337021 | 7405.823688452449 |
| 0.0ms | -63766332.57034382 | 0.4076641580325596 |
Compiled 10 to 10 computations (0% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 26 | 140 |
| 1 | 32 | 140 |
| 1× | saturated |
| Inputs |
|---|
(/.f64 (+.f64 x y) (+.f64 y y)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
(if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal -50000000 binary64)) #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) (if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal 1 binary64)) #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)))) |
(if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal -50000000 binary64)) #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) (if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal 1 binary64)) #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)))) |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (+.f64 y y)) |
(/.f64 (+.f64 y x) (+.f64 y y)) |
#s(approx (/ (+ x y) (+ y y)) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) x #s(literal 1/2 binary64))) |
(if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal -50000000 binary64)) #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) (if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal 1 binary64)) #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)))) |
(if (<=.f64 (/.f64 (+.f64 y x) (+.f64 y y)) #s(literal -50000000 binary64)) #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)) (if (<=.f64 (/.f64 (+.f64 y x) (+.f64 y y)) #s(literal 1 binary64)) #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) #s(approx (/ (+ x y) (+ y y)) (/.f64 (*.f64 #s(literal 1/2 binary64) x) y)))) |
(if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal -50000000 binary64)) #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) (if (<=.f64 (/.f64 (+.f64 x y) (+.f64 y y)) #s(literal 1 binary64)) #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)))) |
(if (<=.f64 (/.f64 (+.f64 y x) (+.f64 y y)) #s(literal -50000000 binary64)) #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)) (if (<=.f64 (/.f64 (+.f64 y x) (+.f64 y y)) #s(literal 1 binary64)) #s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) #s(approx (/ (+ x y) (+ y y)) (*.f64 (/.f64 #s(literal 1/2 binary64) y) x)))) |
#s(approx (/ (+ x y) (+ y y)) #s(literal 1/2 binary64)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 18 | 75 |
| 0 | 26 | 74 |
| 1 | 107 | 74 |
| 0 | 785 | 74 |
| 0 | 34 | 47 |
| 1 | 95 | 47 |
| 2 | 195 | 47 |
| 3 | 529 | 47 |
| 4 | 2417 | 47 |
| 5 | 4821 | 47 |
| 6 | 6094 | 47 |
| 7 | 7050 | 47 |
| 8 | 7573 | 47 |
| 0 | 8036 | 44 |
| 1× | fuel |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
Compiled 172 to 59 computations (65.7% saved)
Compiled 308 to 74 computations (76% saved)
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