
Time bar (total: 4.4s)
| 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 10 to 5 computations (50% saved)
| 489.0ms | 8 256× | 0 | valid |
ival-hypot: 159.0ms (94.2% of total)ival-true: 7.0ms (4.1% of total)ival-assert: 3.0ms (1.8% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 130 | 0 | - | 2 | (-1.329640433085963e-281 -5.04337311100072e-161) | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 0 | 0 | - | 0 | - | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (*.f64 y y) |
| 0 | 0 | - | 0 | - | (*.f64 x x) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
sqrt.f64 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) | oflow-rescue | 112 | 0 |
| ↳ | (*.f64 y y) | overflow | 66 | |
| ↳ | (*.f64 x x) | overflow | 60 | |
| ↳ | (+.f64 (*.f64 x x) (*.f64 y y)) | overflow | 112 | |
sqrt.f64 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) | uflow-rescue | 16 | 0 |
| ↳ | (*.f64 y y) | underflow | 54 | |
| ↳ | (*.f64 x x) | underflow | 62 | |
| ↳ | (+.f64 (*.f64 x x) (*.f64 y y)) | underflow | 16 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 128 | 2 |
| - | 0 | 126 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 128 | 0 | 2 |
| - | 0 | 0 | 126 |
| number | freq |
|---|---|
| 0 | 128 |
| 1 | 128 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 132.0ms | 512× | 0 | valid |
Compiled 81 to 28 computations (65.4% saved)
ival-mult: 105.0ms (89.9% of total)ival-hypot: 9.0ms (7.7% of total)ival-add: 2.0ms (1.7% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 42 |
| 1 | 56 | 42 |
| 2 | 135 | 42 |
| 3 | 368 | 42 |
| 4 | 1093 | 42 |
| 5 | 1477 | 42 |
| 6 | 1876 | 42 |
| 7 | 3977 | 42 |
| 8 | 4593 | 42 |
| 9 | 5063 | 42 |
| 10 | 5589 | 42 |
| 11 | 5979 | 42 |
| 12 | 6431 | 42 |
| 0 | 6 | 8 |
| 0 | 10 | 8 |
| 1 | 23 | 8 |
| 2 | 71 | 8 |
| 3 | 246 | 8 |
| 4 | 874 | 8 |
| 5 | 1323 | 8 |
| 6 | 1694 | 8 |
| 7 | 3601 | 8 |
| 8 | 4187 | 8 |
| 9 | 4633 | 8 |
| 10 | 5175 | 8 |
| 11 | 6755 | 8 |
| 12 | 7895 | 8 |
| 0 | 8003 | 3 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| Outputs |
|---|
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
(hypot.f64 y x) |
(abs y)
(abs x)
(sort x y)
Compiled 8 to 6 computations (25% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 52.9% | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
Compiled 8 to 6 computations (25% saved)
| 1× | egg-herbie |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | -5120 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) | |
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 128 | (+.f64 (*.f64 x x) (*.f64 y y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 23 |
| 0 | 10 | 23 |
| 1 | 23 | 23 |
| 2 | 71 | 23 |
| 3 | 246 | 23 |
| 4 | 874 | 23 |
| 5 | 1323 | 23 |
| 6 | 1694 | 23 |
| 7 | 3601 | 23 |
| 8 | 4187 | 23 |
| 9 | 4633 | 23 |
| 10 | 5175 | 23 |
| 11 | 6755 | 23 |
| 12 | 7895 | 23 |
| 0 | 8003 | 17 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
(+.f64 (*.f64 x x) (*.f64 y y)) |
(*.f64 x x) |
x |
(*.f64 y y) |
y |
| Outputs |
|---|
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
(hypot.f64 y x) |
(+.f64 (*.f64 x x) (*.f64 y y)) |
(fma.f64 y y (*.f64 x x)) |
(*.f64 x x) |
x |
(*.f64 y y) |
y |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (+.f64 (*.f64 x x) (*.f64 y y)) | |
| accuracy | 0 | (*.f64 y y) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 30.118028706242477 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 35.0ms | 256× | 0 | valid |
Compiled 48 to 14 computations (70.8% saved)
ival-mult: 23.0ms (80.2% of total)ival-hypot: 4.0ms (13.9% of total)ival-add: 1.0ms (3.5% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(+.f64 (*.f64 x x) (*.f64 y y)) |
(*.f64 x x) |
(*.f64 y y) |
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| Outputs |
|---|
(pow y 2) |
(+ (pow x 2) (pow y 2)) |
(pow x 2) |
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
(* (pow x 2) (+ 1 (/ (pow y 2) (pow x 2)))) |
x |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 x) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(* (pow y 2) (+ 1 (/ (pow x 2) (pow y 2)))) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | 0 | ((+ (* x x) (* y y)) (* x x) (* y y) (sqrt (+ (* x x) (* y y)))) |
| 1.0ms | x | @ | inf | ((+ (* x x) (* y y)) (* x x) (* y y) (sqrt (+ (* x x) (* y y)))) |
| 1.0ms | y | @ | inf | ((+ (* x x) (* y y)) (* x x) (* y y) (sqrt (+ (* x x) (* y y)))) |
| 1.0ms | x | @ | -inf | ((+ (* x x) (* y y)) (* x x) (* y y) (sqrt (+ (* x x) (* y y)))) |
| 1.0ms | y | @ | 0 | ((+ (* x x) (* y y)) (* x x) (* y y) (sqrt (+ (* x x) (* y y)))) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 104 | 441 |
| 1 | 327 | 441 |
| 2 | 1249 | 437 |
| 3 | 6500 | 435 |
| 0 | 8044 | 400 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(pow y 2) |
(+ (pow x 2) (pow y 2)) |
(pow x 2) |
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
(* (pow x 2) (+ 1 (/ (pow y 2) (pow x 2)))) |
x |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 x) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(* (pow y 2) (+ 1 (/ (pow x 2) (pow y 2)))) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
| Outputs |
|---|
(pow y 2) |
(*.f64 y y) |
(+ (pow x 2) (pow y 2)) |
(fma.f64 y y (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(fma.f64 (/.f64 (fma.f64 (/.f64 (/.f64 #s(literal -1/8 binary64) y) y) (*.f64 x x) #s(literal 1/2 binary64)) y) (*.f64 x x) y) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
(fma.f64 (pow.f64 x #s(literal 4 binary64)) (fma.f64 (*.f64 #s(literal 1/16 binary64) x) (/.f64 x (pow.f64 y #s(literal 5 binary64))) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(* (pow x 2) (+ 1 (/ (pow y 2) (pow x 2)))) |
(*.f64 (fma.f64 (/.f64 (/.f64 y x) x) y #s(literal 1 binary64)) (*.f64 x x)) |
x |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(fma.f64 (*.f64 (*.f64 #s(literal 1/2 binary64) x) y) (/.f64 (/.f64 y x) x) x) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 y x)) (/.f64 y x) #s(literal 1 binary64))) x) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 x #s(literal 6 binary64))) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 y x)) (/.f64 y x) #s(literal 1 binary64)))) x) |
(* -1 x) |
(neg.f64 x) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(*.f64 (fma.f64 (/.f64 #s(literal -1/2 binary64) x) (/.f64 (*.f64 y y) x) #s(literal -1 binary64)) x) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(*.f64 (neg.f64 x) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 y x)) (/.f64 y x) #s(literal 1 binary64)))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(*.f64 (neg.f64 x) (fma.f64 (pow.f64 y #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 x #s(literal 6 binary64))) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (*.f64 #s(literal 1/2 binary64) (/.f64 y x)) (/.f64 y x) #s(literal 1 binary64))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) x) (*.f64 y y) x) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(fma.f64 (/.f64 (fma.f64 (/.f64 (/.f64 #s(literal -1/8 binary64) x) x) (*.f64 y y) #s(literal 1/2 binary64)) x) (*.f64 y y) x) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(fma.f64 (pow.f64 y #s(literal 4 binary64)) (fma.f64 (*.f64 #s(literal 1/16 binary64) y) (/.f64 y (pow.f64 x #s(literal 5 binary64))) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 (/.f64 #s(literal 1/2 binary64) x) (*.f64 y y) x)) |
(* (pow y 2) (+ 1 (/ (pow x 2) (pow y 2)))) |
(*.f64 (fma.f64 (/.f64 (/.f64 (*.f64 x x) y) y) y y) y) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(*.f64 (fma.f64 (/.f64 (/.f64 (*.f64 x x) y) y) #s(literal 1/2 binary64) #s(literal 1 binary64)) y) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(*.f64 (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 (/.f64 (*.f64 x x) y) y) #s(literal 1/2 binary64) #s(literal 1 binary64))) y) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(*.f64 (fma.f64 (pow.f64 x #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 y #s(literal 6 binary64))) (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 (/.f64 (*.f64 x x) y) y) #s(literal 1/2 binary64) #s(literal 1 binary64)))) y) |
(* -1 y) |
(neg.f64 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(*.f64 (fma.f64 (/.f64 #s(literal -1/2 binary64) y) (/.f64 (*.f64 x x) y) #s(literal -1 binary64)) y) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(*.f64 (neg.f64 y) (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 (/.f64 (*.f64 x x) y) y) #s(literal 1/2 binary64) #s(literal 1 binary64)))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
(*.f64 (neg.f64 y) (fma.f64 (pow.f64 x #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 y #s(literal 6 binary64))) (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 (/.f64 (*.f64 x x) y) y) #s(literal 1/2 binary64) #s(literal 1 binary64))))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 21 |
| 0 | 10 | 21 |
| 1 | 41 | 21 |
| 2 | 371 | 21 |
| 3 | 6127 | 21 |
| 0 | 8068 | 14 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 (*.f64 x x) (*.f64 y y)) |
(*.f64 x x) |
(*.f64 y y) |
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| Outputs |
|---|
(*.f64 (/.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) #s(literal 1 binary64)) (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal -1 binary64))) |
(*.f64 (/.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (-.f64 (pow.f64 x #s(literal 8 binary64)) (-.f64 (pow.f64 y #s(literal 8 binary64)) (pow.f64 (*.f64 y x) #s(literal 4 binary64))))) (fma.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y y) (pow.f64 x #s(literal 4 binary64)))) |
(*.f64 (/.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (fma.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 3 binary64)) (pow.f64 x #s(literal 12 binary64)))) (fma.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 (*.f64 y x) #s(literal 2 binary64))) (fma.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y y) (pow.f64 x #s(literal 4 binary64))) (pow.f64 x #s(literal 8 binary64)))) |
(*.f64 (/.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64)))) (pow.f64 (hypot.f64 y x) #s(literal 2 binary64))) |
(*.f64 (/.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y y) (pow.f64 x #s(literal 4 binary64)))) |
(*.f64 (neg.f64 (-.f64 x y)) (+.f64 y x)) |
(*.f64 (/.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64)))) (/.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (pow.f64 (fma.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y y) (pow.f64 x #s(literal 4 binary64))) #s(literal -1 binary64)))) |
(*.f64 (-.f64 x y) (-.f64 (neg.f64 y) x)) |
(*.f64 (-.f64 x y) (-.f64 y (neg.f64 x))) |
(*.f64 (-.f64 x y) (+.f64 y x)) |
(*.f64 (+.f64 y x) (neg.f64 (-.f64 x y))) |
(*.f64 (+.f64 y x) (-.f64 (neg.f64 y) (neg.f64 x))) |
(*.f64 (+.f64 y x) (-.f64 y x)) |
(*.f64 (+.f64 y x) (-.f64 x y)) |
(*.f64 #s(literal -1 binary64) (pow.f64 (hypot.f64 y x) #s(literal 2 binary64))) |
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(fma.f64 y y (*.f64 x x)) |
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(fma.f64 x (neg.f64 x) (*.f64 y y)) |
(fma.f64 x x (*.f64 (neg.f64 y) y)) |
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(-.f64 (*.f64 y y) (*.f64 x x)) |
(-.f64 (*.f64 x x) (*.f64 (neg.f64 y) y)) |
(-.f64 (*.f64 x x) (*.f64 y y)) |
(hypot.f64 (*.f64 (neg.f64 x) x) (*.f64 (neg.f64 y) y)) |
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(hypot.f64 (*.f64 (neg.f64 y) y) (*.f64 (neg.f64 x) x)) |
(hypot.f64 (*.f64 (neg.f64 y) y) (*.f64 x x)) |
(hypot.f64 (*.f64 y y) (*.f64 (neg.f64 x) x)) |
(hypot.f64 (*.f64 y y) (*.f64 x x)) |
(hypot.f64 (*.f64 x x) (*.f64 (neg.f64 y) y)) |
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(+.f64 (*.f64 y y) (*.f64 (neg.f64 x) x)) |
(+.f64 (*.f64 y y) (*.f64 x x)) |
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(+.f64 (*.f64 x x) (*.f64 y y)) |
(*.f64 (*.f64 (neg.f64 x) #s(literal -1 binary64)) x) |
(*.f64 (sqrt.f64 (*.f64 (neg.f64 x) x)) (sqrt.f64 (*.f64 (neg.f64 x) x))) |
(*.f64 (sqrt.f64 x) (sqrt.f64 (pow.f64 x #s(literal 3 binary64)))) |
(*.f64 (sqrt.f64 (pow.f64 x #s(literal 3 binary64))) (sqrt.f64 x)) |
(*.f64 (exp.f64 (log.f64 x)) (exp.f64 (log.f64 x))) |
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(*.f64 #s(literal 1 binary64) (*.f64 x x)) |
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(*.f64 x x) |
(pow.f64 (sqrt.f64 (*.f64 (neg.f64 x) x)) #s(literal 2 binary64)) |
(pow.f64 (exp.f64 (log.f64 x)) #s(literal 2 binary64)) |
(pow.f64 (*.f64 (neg.f64 x) x) #s(literal 1 binary64)) |
(pow.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1/2 binary64)) |
(pow.f64 (neg.f64 x) #s(literal 2 binary64)) |
(pow.f64 (*.f64 x x) #s(literal 1 binary64)) |
(pow.f64 x #s(literal 2 binary64)) |
(neg.f64 (*.f64 (neg.f64 x) x)) |
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(exp.f64 (*.f64 (*.f64 (log.f64 x) #s(literal 4 binary64)) #s(literal 1/2 binary64))) |
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(exp.f64 (*.f64 (*.f64 (log.f64 x) #s(literal 1 binary64)) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (log.f64 (exp.f64 (log.f64 x))) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (*.f64 #s(literal 4 binary64) (log.f64 x)) #s(literal 1/2 binary64))) |
(exp.f64 (*.f64 (*.f64 (log.f64 x) #s(literal 2 binary64)) #s(literal 1 binary64))) |
(exp.f64 (*.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (log.f64 x) #s(literal 2 binary64))) |
(+.f64 (cosh.f64 (*.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64))) (sinh.f64 (*.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)))) |
(+.f64 (cosh.f64 (*.f64 (log.f64 x) #s(literal 2 binary64))) (sinh.f64 (*.f64 (log.f64 x) #s(literal 2 binary64)))) |
(*.f64 (*.f64 (neg.f64 y) #s(literal -1 binary64)) y) |
(*.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) (sqrt.f64 (*.f64 (neg.f64 y) y))) |
(*.f64 (sqrt.f64 y) (sqrt.f64 (pow.f64 y #s(literal 3 binary64)))) |
(*.f64 (sqrt.f64 (pow.f64 y #s(literal 3 binary64))) (sqrt.f64 y)) |
(*.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 y))) |
(*.f64 #s(literal -1 binary64) (*.f64 (neg.f64 y) y)) |
(*.f64 #s(literal 1 binary64) (*.f64 y y)) |
(*.f64 (neg.f64 y) (neg.f64 y)) |
(*.f64 y y) |
(pow.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) #s(literal 2 binary64)) |
(pow.f64 (exp.f64 (log.f64 y)) #s(literal 2 binary64)) |
(pow.f64 (*.f64 (neg.f64 y) y) #s(literal 1 binary64)) |
(pow.f64 (pow.f64 y #s(literal 4 binary64)) #s(literal 1/2 binary64)) |
(pow.f64 (neg.f64 y) #s(literal 2 binary64)) |
(pow.f64 (*.f64 y y) #s(literal 1 binary64)) |
(pow.f64 y #s(literal 2 binary64)) |
(neg.f64 (*.f64 (neg.f64 y) y)) |
(sqrt.f64 (pow.f64 y #s(literal 4 binary64))) |
(-.f64 #s(literal 0 binary64) (*.f64 (neg.f64 y) y)) |
(fabs.f64 (*.f64 (neg.f64 y) y)) |
(fabs.f64 (*.f64 y y)) |
(exp.f64 (*.f64 (*.f64 (*.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 2 binary64)) #s(literal 1/2 binary64))) |
(exp.f64 (*.f64 (*.f64 (log.f64 y) #s(literal 4 binary64)) #s(literal 1/2 binary64))) |
(exp.f64 (*.f64 (*.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64)) #s(literal 1 binary64))) |
(exp.f64 (*.f64 (/.f64 (*.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 2 binary64)) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (*.f64 (log.f64 y) #s(literal 1 binary64)) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (log.f64 (exp.f64 (log.f64 y))) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (*.f64 #s(literal 4 binary64) (log.f64 y)) #s(literal 1/2 binary64))) |
(exp.f64 (*.f64 (*.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1 binary64))) |
(exp.f64 (*.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (log.f64 y) #s(literal 2 binary64))) |
(+.f64 (cosh.f64 (*.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64))) (sinh.f64 (*.f64 (log.f64 (neg.f64 y)) #s(literal 2 binary64)))) |
(+.f64 (cosh.f64 (*.f64 (log.f64 y) #s(literal 2 binary64))) (sinh.f64 (*.f64 (log.f64 y) #s(literal 2 binary64)))) |
(*.f64 (neg.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64))) (neg.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64)))) |
(*.f64 (fabs.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64))) (fabs.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64)))) |
(*.f64 (sqrt.f64 (-.f64 x y)) (sqrt.f64 (+.f64 y x))) |
(*.f64 (sqrt.f64 (+.f64 y x)) (sqrt.f64 (-.f64 x y))) |
(*.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64))) |
(*.f64 (hypot.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (pow.f64 (hypot.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y x)) #s(literal -1 binary64))) |
(*.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (pow.f64 (hypot.f64 y x) #s(literal -1 binary64))) |
(pow.f64 (/.f64 (hypot.f64 y x) (pow.f64 (hypot.f64 y x) #s(literal 2 binary64))) #s(literal -1 binary64)) |
(pow.f64 (/.f64 (hypot.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y x)) (hypot.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) #s(literal -1 binary64)) |
(pow.f64 (neg.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64))) #s(literal 2 binary64)) |
(pow.f64 (fabs.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64))) #s(literal 2 binary64)) |
(pow.f64 (pow.f64 (hypot.f64 y x) #s(literal -1 binary64)) #s(literal -1 binary64)) |
(pow.f64 (exp.f64 (log.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)))) #s(literal 1/2 binary64)) |
(pow.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64)) #s(literal 2 binary64)) |
(pow.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal -1 binary64)) #s(literal -1/2 binary64)) |
(pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/2 binary64)) |
(pow.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) #s(literal 1/4 binary64)) |
(/.f64 (neg.f64 (hypot.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (hypot.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y x)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (hypot.f64 y x) (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (hypot.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y x)) (hypot.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (pow.f64 (hypot.f64 y x) #s(literal -1 binary64))) |
(/.f64 (hypot.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (hypot.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (*.f64 y x))) |
(/.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (neg.f64 (hypot.f64 y x))) |
(/.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) (hypot.f64 y x)) |
(sqrt.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64))) |
(fabs.f64 (hypot.f64 y x)) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 x) x)) (sqrt.f64 (*.f64 (neg.f64 y) y))) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 x) x)) (exp.f64 (log.f64 y))) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 x) x)) (neg.f64 y)) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 x) x)) y) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) (sqrt.f64 (*.f64 (neg.f64 x) x))) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) (exp.f64 (log.f64 x))) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) (neg.f64 x)) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) x) |
(hypot.f64 (exp.f64 (log.f64 x)) (sqrt.f64 (*.f64 (neg.f64 y) y))) |
(hypot.f64 (exp.f64 (log.f64 x)) (exp.f64 (log.f64 y))) |
(hypot.f64 (exp.f64 (log.f64 x)) (neg.f64 y)) |
(hypot.f64 (exp.f64 (log.f64 x)) y) |
(hypot.f64 (exp.f64 (log.f64 y)) (sqrt.f64 (*.f64 (neg.f64 x) x))) |
(hypot.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 x))) |
(hypot.f64 (exp.f64 (log.f64 y)) (neg.f64 x)) |
(hypot.f64 (exp.f64 (log.f64 y)) x) |
(hypot.f64 (neg.f64 y) (sqrt.f64 (*.f64 (neg.f64 x) x))) |
(hypot.f64 (neg.f64 y) (exp.f64 (log.f64 x))) |
(hypot.f64 (neg.f64 y) (neg.f64 x)) |
(hypot.f64 (neg.f64 y) x) |
(hypot.f64 (neg.f64 x) (sqrt.f64 (*.f64 (neg.f64 y) y))) |
(hypot.f64 (neg.f64 x) (exp.f64 (log.f64 y))) |
(hypot.f64 (neg.f64 x) (neg.f64 y)) |
(hypot.f64 (neg.f64 x) y) |
(hypot.f64 y (sqrt.f64 (*.f64 (neg.f64 x) x))) |
(hypot.f64 y (exp.f64 (log.f64 x))) |
(hypot.f64 y (neg.f64 x)) |
(hypot.f64 y x) |
(hypot.f64 x (sqrt.f64 (*.f64 (neg.f64 y) y))) |
(hypot.f64 x (exp.f64 (log.f64 y))) |
(hypot.f64 x (neg.f64 y)) |
(hypot.f64 x y) |
(exp.f64 (*.f64 (*.f64 (log.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64))) #s(literal 1/4 binary64)) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (log.f64 (exp.f64 (log.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64))))) #s(literal 1/2 binary64))) |
(exp.f64 (*.f64 (log.f64 (pow.f64 (pow.f64 (hypot.f64 y x) #s(literal 2 binary64)) #s(literal 1/4 binary64))) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (log.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64)))) #s(literal 1/4 binary64))) |
(exp.f64 (log.f64 (hypot.f64 y x))) |
(+.f64 (cosh.f64 (log.f64 (hypot.f64 y x))) (sinh.f64 (log.f64 (hypot.f64 y x)))) |
Compiled 5 852 to 984 computations (83.2% saved)
5 alts after pruning (5 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 346 | 5 | 351 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 347 | 5 | 352 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (hypot.f64 y x) |
| ▶ | 52.9% | (sqrt.f64 (fma.f64 y y (*.f64 x x))) |
| ▶ | 52.4% | (sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
| ▶ | 94.5% | #s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
| ▶ | 1.8% | #s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
Compiled 100 to 70 computations (30% saved)
| 1× | egg-herbie |
Found 13 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (/.f64 #s(literal 1/2 binary64) y) | |
| cost-diff | 0 | (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) | |
| cost-diff | 0 | #s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) | |
| cost-diff | -5120 | (sqrt.f64 (fma.f64 y y (*.f64 x x))) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (fma.f64 y y (*.f64 x x)) | |
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | #s(approx (+ (* x x) (* y y)) (*.f64 y y)) | |
| cost-diff | 0 | (sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) | |
| cost-diff | 0 | (neg.f64 x) | |
| cost-diff | 0 | #s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) | |
| cost-diff | 0 | (hypot.f64 y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 94 |
| 0 | 28 | 82 |
| 1 | 52 | 82 |
| 2 | 139 | 82 |
| 3 | 490 | 82 |
| 4 | 1807 | 82 |
| 5 | 3295 | 82 |
| 6 | 3819 | 82 |
| 7 | 5776 | 82 |
| 8 | 6368 | 82 |
| 9 | 6825 | 82 |
| 10 | 7305 | 82 |
| 0 | 8270 | 82 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(hypot.f64 y x) |
y |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(neg.f64 x) |
x |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (+ (* x x) (* y y)) (*.f64 y y)) |
(*.f64 y y) |
y |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
(fma.f64 y y (*.f64 x x)) |
y |
(*.f64 x x) |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(literal 1/2 binary64) |
y |
(*.f64 x x) |
x |
| Outputs |
|---|
(hypot.f64 y x) |
(hypot.f64 x y) |
y |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(neg.f64 x) |
x |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (+ (* x x) (* y y)) (*.f64 y y)) |
(*.f64 y y) |
y |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
(hypot.f64 x y) |
(fma.f64 y y (*.f64 x x)) |
(fma.f64 x x (*.f64 y y)) |
y |
(*.f64 x x) |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(literal 1/2 binary64) |
y |
(*.f64 x x) |
x |
Found 13 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 #s(literal 1/2 binary64) y) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 0.37886888894080134 | #s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) | |
| accuracy | 3.4684300729485984 | (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) | |
| accuracy | 0 | (fma.f64 y y (*.f64 x x)) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 30.118028706242477 | (sqrt.f64 (fma.f64 y y (*.f64 x x))) | |
| accuracy | 0 | (*.f64 y y) | |
| accuracy | 0.3421827969506583 | #s(approx (+ (* x x) (* y y)) (*.f64 y y)) | |
| accuracy | 30.118028706242477 | (sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) | |
| accuracy | 0 | (neg.f64 x) | |
| accuracy | 62.822005870477625 | #s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) | |
| accuracy | 0 | (hypot.f64 y x) |
| 36.0ms | 256× | 0 | valid |
Compiled 186 to 34 computations (81.7% saved)
ival-hypot: 14.0ms (55.4% of total)ival-mult: 5.0ms (19.8% of total)ival-add: 3.0ms (11.9% of total)ival-div: 2.0ms (7.9% of total)ival-neg: 1.0ms (4% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(hypot.f64 y x) |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(neg.f64 x) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (+ (* x x) (* y y)) (*.f64 y y)) |
(*.f64 y y) |
(fma.f64 y y (*.f64 x x)) |
(*.f64 x x) |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(/.f64 #s(literal 1/2 binary64) y) |
| Outputs |
|---|
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
(* -1 x) |
(pow y 2) |
(+ (pow x 2) (pow y 2)) |
(pow x 2) |
x |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* (pow x 2) (+ 1 (/ (pow y 2) (pow x 2)))) |
(* 1/2 (/ (pow x 2) y)) |
(* (pow x 2) (+ (* 1/2 (/ 1 y)) (/ y (pow x 2)))) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(/ (+ (* 1/2 (pow x 2)) (pow y 2)) y) |
(/ 1/2 y) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* (pow y 2) (+ 1 (/ (pow x 2) (pow y 2)))) |
(* -1 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
(* -1 (* y (- (* -1/2 (/ (pow x 2) (pow y 2))) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 2.0ms | x | @ | inf | ((sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (neg x) (sqrt (+ (* x x) (* y y))) (+ (* x x) (* y y)) (* y y) (+ (* y y) (* x x)) (* x x) (sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (+ (* (/ 1/2 y) (* x x)) y) (/ 1/2 y)) |
| 1.0ms | y | @ | -inf | ((sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (neg x) (sqrt (+ (* x x) (* y y))) (+ (* x x) (* y y)) (* y y) (+ (* y y) (* x x)) (* x x) (sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (+ (* (/ 1/2 y) (* x x)) y) (/ 1/2 y)) |
| 1.0ms | y | @ | inf | ((sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (neg x) (sqrt (+ (* x x) (* y y))) (+ (* x x) (* y y)) (* y y) (+ (* y y) (* x x)) (* x x) (sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (+ (* (/ 1/2 y) (* x x)) y) (/ 1/2 y)) |
| 1.0ms | y | @ | 0 | ((sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (neg x) (sqrt (+ (* x x) (* y y))) (+ (* x x) (* y y)) (* y y) (+ (* y y) (* x x)) (* x x) (sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (+ (* (/ 1/2 y) (* x x)) y) (/ 1/2 y)) |
| 1.0ms | x | @ | -inf | ((sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (neg x) (sqrt (+ (* x x) (* y y))) (+ (* x x) (* y y)) (* y y) (+ (* y y) (* x x)) (* x x) (sqrt (+ (* y y) (* x x))) (sqrt (+ (* x x) (* y y))) (+ (* (/ 1/2 y) (* x x)) y) (/ 1/2 y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 116 | 478 |
| 1 | 355 | 478 |
| 2 | 1339 | 461 |
| 3 | 7033 | 461 |
| 0 | 8123 | 422 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
(* -1 x) |
(pow y 2) |
(+ (pow x 2) (pow y 2)) |
(pow x 2) |
x |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* (pow x 2) (+ 1 (/ (pow y 2) (pow x 2)))) |
(* 1/2 (/ (pow x 2) y)) |
(* (pow x 2) (+ (* 1/2 (/ 1 y)) (/ y (pow x 2)))) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(/ (+ (* 1/2 (pow x 2)) (pow y 2)) y) |
(/ 1/2 y) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* (pow y 2) (+ 1 (/ (pow x 2) (pow y 2)))) |
(* -1 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
(* -1 (* y (- (* -1/2 (/ (pow x 2) (pow y 2))) 1))) |
| Outputs |
|---|
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(fma.f64 (/.f64 (fma.f64 (/.f64 (/.f64 #s(literal -1/8 binary64) y) y) (*.f64 x x) #s(literal 1/2 binary64)) y) (*.f64 x x) y) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
(fma.f64 (pow.f64 x #s(literal 4 binary64)) (fma.f64 (*.f64 #s(literal 1/16 binary64) x) (/.f64 x (pow.f64 y #s(literal 5 binary64))) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(* -1 x) |
(neg.f64 x) |
(pow y 2) |
(*.f64 y y) |
(+ (pow x 2) (pow y 2)) |
(fma.f64 x x (*.f64 y y)) |
(pow x 2) |
(*.f64 x x) |
x |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(fma.f64 (*.f64 (*.f64 #s(literal 1/2 binary64) x) y) (/.f64 y (*.f64 x x)) x) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64))) x) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 x #s(literal 6 binary64))) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64)))) x) |
(* (pow x 2) (+ 1 (/ (pow y 2) (pow x 2)))) |
(*.f64 (fma.f64 y (*.f64 (/.f64 y (*.f64 x x)) x) x) x) |
(* 1/2 (/ (pow x 2) y)) |
(*.f64 (/.f64 (*.f64 x x) y) #s(literal 1/2 binary64)) |
(* (pow x 2) (+ (* 1/2 (/ 1 y)) (/ y (pow x 2)))) |
(*.f64 (*.f64 (-.f64 (/.f64 y (*.f64 x x)) (/.f64 #s(literal -1/2 binary64) y)) x) x) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(*.f64 (fma.f64 (/.f64 #s(literal -1/2 binary64) x) (/.f64 (*.f64 y y) x) #s(literal -1 binary64)) x) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64))) (neg.f64 x)) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 x #s(literal 6 binary64))) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64)))) (neg.f64 x)) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) x) (*.f64 y y) x) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(fma.f64 (/.f64 (fma.f64 (/.f64 (/.f64 #s(literal -1/8 binary64) x) x) (*.f64 y y) #s(literal 1/2 binary64)) x) (*.f64 y y) x) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(fma.f64 (pow.f64 y #s(literal 4 binary64)) (fma.f64 (*.f64 #s(literal 1/16 binary64) y) (/.f64 y (pow.f64 x #s(literal 5 binary64))) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 (/.f64 #s(literal 1/2 binary64) x) (*.f64 y y) x)) |
(/ (+ (* 1/2 (pow x 2)) (pow y 2)) y) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(/ 1/2 y) |
(/.f64 #s(literal 1/2 binary64) y) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(fma.f64 (*.f64 #s(literal -1/8 binary64) y) (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(fma.f64 (fma.f64 (pow.f64 x #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 y #s(literal 6 binary64))) (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) #s(literal 1 binary64))) y (*.f64 (/.f64 (*.f64 x x) y) #s(literal 1/2 binary64))) |
(* (pow y 2) (+ 1 (/ (pow x 2) (pow y 2)))) |
(fma.f64 (/.f64 (*.f64 x x) y) y (*.f64 y y)) |
(* -1 y) |
(neg.f64 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(fma.f64 #s(literal -1/2 binary64) (/.f64 (*.f64 x x) y) (neg.f64 y)) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(neg.f64 (fma.f64 (*.f64 #s(literal -1/8 binary64) y) (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
(fma.f64 (fma.f64 (pow.f64 x #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 y #s(literal 6 binary64))) (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) #s(literal 1 binary64))) (neg.f64 y) (*.f64 #s(literal -1/2 binary64) (/.f64 (*.f64 x x) y))) |
(* -1 (* y (- (* -1/2 (/ (pow x 2) (pow y 2))) 1))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
Useful iterations: 2 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 82 |
| 0 | 28 | 70 |
| 1 | 98 | 70 |
| 2 | 832 | 68 |
| 0 | 9648 | 68 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(hypot.f64 y x) |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(neg.f64 x) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (+ (* x x) (* y y)) (*.f64 y y)) |
(*.f64 y y) |
(fma.f64 y y (*.f64 x x)) |
(*.f64 x x) |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(/.f64 #s(literal 1/2 binary64) y) |
| Outputs |
|---|
(*.f64 (neg.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/4 binary64))) (neg.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/4 binary64)))) |
(*.f64 (fabs.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/4 binary64))) (fabs.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/4 binary64)))) |
(*.f64 (sqrt.f64 (-.f64 x y)) (sqrt.f64 (+.f64 x y))) |
(*.f64 (sqrt.f64 (+.f64 x y)) (sqrt.f64 (-.f64 x y))) |
(*.f64 (sqrt.f64 (fma.f64 #s(literal -1 binary64) y x)) (sqrt.f64 (fma.f64 #s(literal -1 binary64) y x))) |
(*.f64 (sqrt.f64 (-.f64 y x)) (sqrt.f64 (-.f64 y x))) |
(*.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/4 binary64)) (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/4 binary64))) |
(*.f64 (*.f64 (hypot.f64 x y) (hypot.f64 x y)) (/.f64 #s(literal 1 binary64) (hypot.f64 x y))) |
(*.f64 (*.f64 (hypot.f64 x y) (hypot.f64 x y)) (sqrt.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal -1 binary64)))) |
(*.f64 (*.f64 (hypot.f64 x y) (hypot.f64 x y)) (pow.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal -1 binary64)) #s(literal 1/2 binary64))) |
(*.f64 (hypot.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (hypot.f64 (fma.f64 x x (*.f64 y y)) (*.f64 x y)))) |
(*.f64 (hypot.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (sqrt.f64 (pow.f64 (fma.f64 (*.f64 x x) (fma.f64 x x (*.f64 y y)) (pow.f64 y #s(literal 4 binary64))) #s(literal -1 binary64)))) |
(*.f64 (hypot.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (pow.f64 (pow.f64 (fma.f64 (*.f64 x x) (fma.f64 x x (*.f64 y y)) (pow.f64 y #s(literal 4 binary64))) #s(literal -1 binary64)) #s(literal 1/2 binary64))) |
(pow.f64 (exp.f64 (log.f64 (fma.f64 x x (*.f64 y y)))) #s(literal 1/2 binary64)) |
(pow.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/4 binary64)) #s(literal 2 binary64)) |
(pow.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))) #s(literal 1/4 binary64)) |
(pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal 1/2 binary64)) |
(/.f64 (neg.f64 (*.f64 (hypot.f64 x y) (hypot.f64 x y))) (neg.f64 (hypot.f64 x y))) |
(/.f64 (neg.f64 (hypot.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64)))) (neg.f64 (hypot.f64 (fma.f64 x x (*.f64 y y)) (*.f64 x y)))) |
(/.f64 (sqrt.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 4 binary64)) (pow.f64 x #s(literal 4 binary64))))) (sqrt.f64 (neg.f64 (fma.f64 x x (*.f64 y y))))) |
(/.f64 (sqrt.f64 (neg.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))))) (sqrt.f64 (neg.f64 (fma.f64 (*.f64 x x) (fma.f64 x x (*.f64 y y)) (pow.f64 y #s(literal 4 binary64)))))) |
(/.f64 (*.f64 (hypot.f64 x y) (hypot.f64 x y)) (hypot.f64 x y)) |
(/.f64 (hypot.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (sqrt.f64 (+.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (pow.f64 y #s(literal 4 binary64)) (*.f64 (*.f64 x x) (*.f64 (neg.f64 y) y)))))) |
(/.f64 (hypot.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (hypot.f64 (fma.f64 x x (*.f64 y y)) (*.f64 x y))) |
(/.f64 #s(literal 1 binary64) (/.f64 (hypot.f64 x y) (*.f64 (hypot.f64 x y) (hypot.f64 x y)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (hypot.f64 (fma.f64 x x (*.f64 y y)) (*.f64 x y)) (hypot.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))))) |
(/.f64 #s(literal 1 binary64) (sqrt.f64 (pow.f64 (fma.f64 x x (*.f64 y y)) #s(literal -1 binary64)))) |
(sqrt.f64 (fma.f64 x x (*.f64 y y))) |
(fabs.f64 (hypot.f64 x y)) |
(hypot.f64 (/.f64 (*.f64 (neg.f64 y) y) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 (neg.f64 y) y) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 x x) (-.f64 y x))) |
(hypot.f64 (/.f64 (*.f64 (neg.f64 y) y) (-.f64 y x)) (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 (neg.f64 y) y) (-.f64 y x)) (/.f64 (*.f64 x x) (-.f64 y x))) |
(hypot.f64 (/.f64 (*.f64 y y) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 y y) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 x x) (-.f64 y x))) |
(hypot.f64 (/.f64 (*.f64 y y) (-.f64 y x)) (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 y y) (-.f64 y x)) (/.f64 (*.f64 x x) (-.f64 y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 (neg.f64 y) y) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 (neg.f64 y) y) (-.f64 y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 y y) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (fma.f64 #s(literal -1 binary64) y x)) (/.f64 (*.f64 y y) (-.f64 y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (-.f64 y x)) (/.f64 (*.f64 (neg.f64 y) y) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (-.f64 y x)) (/.f64 (*.f64 (neg.f64 y) y) (-.f64 y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (-.f64 y x)) (/.f64 (*.f64 y y) (fma.f64 #s(literal -1 binary64) y x))) |
(hypot.f64 (/.f64 (*.f64 x x) (-.f64 y x)) (/.f64 (*.f64 y y) (-.f64 y x))) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) (exp.f64 (log.f64 x))) |
(hypot.f64 (sqrt.f64 (*.f64 (neg.f64 y) y)) x) |
(hypot.f64 (exp.f64 (log.f64 x)) (sqrt.f64 (*.f64 (neg.f64 y) y))) |
(hypot.f64 (exp.f64 (log.f64 x)) (exp.f64 (log.f64 y))) |
(hypot.f64 (exp.f64 (log.f64 x)) (neg.f64 y)) |
(hypot.f64 (exp.f64 (log.f64 x)) y) |
(hypot.f64 (exp.f64 (log.f64 y)) (exp.f64 (log.f64 x))) |
(hypot.f64 (exp.f64 (log.f64 y)) x) |
(hypot.f64 (neg.f64 y) (exp.f64 (log.f64 x))) |
(hypot.f64 (neg.f64 y) x) |
(hypot.f64 x (sqrt.f64 (*.f64 (neg.f64 y) y))) |
(hypot.f64 x (exp.f64 (log.f64 y))) |
(hypot.f64 x (neg.f64 y)) |
(hypot.f64 x y) |
(hypot.f64 y (exp.f64 (log.f64 x))) |
(hypot.f64 y x) |
(exp.f64 (*.f64 (log.f64 (fma.f64 x x (*.f64 y y))) #s(literal 1/2 binary64))) |
(+.f64 (cosh.f64 (*.f64 (log.f64 (fma.f64 x x (*.f64 y y))) #s(literal 1/2 binary64))) (sinh.f64 (*.f64 (log.f64 (fma.f64 x x (*.f64 y y))) #s(literal 1/2 binary64)))) |
#s(approx (sqrt (+ (* x x) (* y y))) x) |
(*.f64 (pow.f64 x #s(literal 1/2 binary64)) (pow.f64 x #s(literal 1/2 binary64))) |
(*.f64 (sqrt.f64 #s(literal -1 binary64)) x) |
(*.f64 (sqrt.f64 x) (sqrt.f64 x)) |
(*.f64 (pow.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 #s(literal 1 binary64) x) |
(*.f64 (*.f64 x x) (/.f64 #s(literal 1 binary64) x)) |
(*.f64 x #s(literal -1 binary64)) |
(*.f64 x #s(literal 1 binary64)) |
(pow.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(pow.f64 x #s(literal 1 binary64)) |
(/.f64 (pow.f64 x #s(literal 3 binary64)) (neg.f64 (fma.f64 x x #s(literal 0 binary64)))) |
(/.f64 (pow.f64 x #s(literal 3 binary64)) (fabs.f64 (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 1 binary64) (/.f64 x (*.f64 x x))) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x #s(literal 0 binary64)) (pow.f64 x #s(literal 3 binary64)))) |
(/.f64 (*.f64 x x) x) |
(neg.f64 x) |
(sqrt.f64 (*.f64 x x)) |
(-.f64 (/.f64 #s(literal 0 binary64) x) x) |
(-.f64 (/.f64 #s(literal 0 binary64) (fma.f64 x x #s(literal 0 binary64))) x) |
(-.f64 #s(literal 0 binary64) x) |
(fabs.f64 (-.f64 x #s(literal 0 binary64))) |
(fabs.f64 x) |
(exp.f64 (/.f64 (*.f64 (log.f64 x) #s(literal 2 binary64)) #s(literal 2 binary64))) |
(exp.f64 (*.f64 (log.f64 x) #s(literal 1 binary64))) |
(+.f64 #s(literal 0 binary64) x) |
x |
(*.f64 (neg.f64 (pow.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y)) #s(literal 1/4 binary64))) (neg.f64 (pow.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y)) #s(literal 1/4 binary64)))) |
(*.f64 (fabs.f64 (pow.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y)) #s(literal 1/4 binary64))) (fabs.f64 (pow.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y)) #s(literal 1/4 binary64)))) |
(*.f64 (pow.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y)) #s(literal 1/4 binary64)) (pow.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y)) #s(literal 1/4 binary64))) |
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(*.f64 (pow.f64 y #s(literal -1 binary64)) #s(literal 1/2 binary64)) |
(*.f64 #s(literal 1 binary64) (/.f64 #s(literal 1/2 binary64) y)) |
(*.f64 #s(literal -1/2 binary64) (/.f64 #s(literal -1 binary64) y)) |
(*.f64 #s(literal 1/2 binary64) (pow.f64 y #s(literal -1 binary64))) |
(pow.f64 (*.f64 y #s(literal 2 binary64)) #s(literal -1 binary64)) |
(/.f64 #s(literal -1 binary64) (*.f64 (neg.f64 y) #s(literal 2 binary64))) |
(/.f64 #s(literal 1 binary64) (neg.f64 (*.f64 (neg.f64 y) #s(literal 2 binary64)))) |
(/.f64 #s(literal 1 binary64) (*.f64 y #s(literal 2 binary64))) |
(/.f64 #s(literal -1/2 binary64) (neg.f64 y)) |
(/.f64 (/.f64 #s(literal 1/2 binary64) y) #s(literal 1 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
(neg.f64 (/.f64 #s(literal -1/2 binary64) y)) |
(-.f64 #s(literal 0 binary64) (/.f64 #s(literal -1/2 binary64) y)) |
(exp.f64 (*.f64 (log.f64 (*.f64 y #s(literal 2 binary64))) #s(literal -1 binary64))) |
Compiled 11 274 to 1 349 computations (88% saved)
6 alts after pruning (3 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 474 | 3 | 477 |
| Fresh | 0 | 0 | 0 |
| Picked | 2 | 3 | 5 |
| Done | 0 | 0 | 0 |
| Total | 476 | 6 | 482 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (hypot.f64 y x) |
| ✓ | 52.9% | (sqrt.f64 (fma.f64 y y (*.f64 x x))) |
| ✓ | 52.4% | (sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
| ▶ | 99.4% | #s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
| ▶ | 4.6% | #s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
| ▶ | 4.9% | #s(approx (sqrt (+ (* x x) (* y y))) x) |
Compiled 63 to 43 computations (31.7% saved)
| 1× | egg-herbie |
Found 8 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 | (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y) | |
| cost-diff | 0 | #s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | #s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) | |
| cost-diff | 1024 | (/.f64 (*.f64 x x) x) | |
| cost-diff | 0 | #s(approx (sqrt (+ (* x x) (* y y))) x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 15 | 70 |
| 0 | 21 | 62 |
| 1 | 42 | 62 |
| 2 | 119 | 62 |
| 3 | 396 | 62 |
| 4 | 1828 | 62 |
| 5 | 5151 | 62 |
| 6 | 7120 | 62 |
| 0 | 8216 | 47 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
(/.f64 (*.f64 x x) x) |
(*.f64 x x) |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
(fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y) |
(*.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 (sqrt (+ (* x x) (* y y))) x) |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
#s(approx (sqrt (+ (* x x) (* y y))) x) |
(/.f64 (*.f64 x x) x) |
x |
(*.f64 x x) |
x |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
(fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(/.f64 #s(literal 1/2 binary64) y) |
#s(literal 1/2 binary64) |
y |
x |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y) | |
| accuracy | 0 | (/.f64 #s(literal 1/2 binary64) y) | |
| accuracy | 0.2265625 | (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) | |
| accuracy | 0.37886888894080134 | #s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 27.241252264556216 | (/.f64 (*.f64 x x) x) | |
| accuracy | 60.83388763055708 | #s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) | |
| accuracy | 60.83388763055708 | #s(approx (sqrt (+ (* x x) (* y y))) x) |
| 23.0ms | 256× | 0 | valid |
Compiled 126 to 27 computations (78.6% saved)
ival-hypot: 5.0ms (35.7% of total)ival-mult: 4.0ms (28.5% of total)ival-div: 3.0ms (21.4% of total)ival-add: 1.0ms (7.1% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
(/.f64 (*.f64 x x) x) |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
(*.f64 x x) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
(fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(/.f64 #s(literal 1/2 binary64) y) |
| Outputs |
|---|
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
x |
(pow x 2) |
(* 1/2 (/ x y)) |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* 1/2 (/ (pow x 2) y)) |
(* (pow x 2) (+ (* 1/2 (/ 1 y)) (/ y (pow x 2)))) |
(* -1 x) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(/ (+ (* 1/2 (pow x 2)) (pow y 2)) y) |
(/ 1/2 y) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
(* -1 (* y (- (* -1/2 (/ (pow x 2) (pow y 2))) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 2.0ms | y | @ | inf | ((sqrt (+ (* x x) (* y y))) (/ (* x x) x) (sqrt (+ (* x x) (* y y))) (* x x) (sqrt (+ (* x x) (* y y))) (+ (* (* (/ 1/2 y) x) x) y) (* (/ 1/2 y) x) (/ 1/2 y)) |
| 1.0ms | x | @ | -inf | ((sqrt (+ (* x x) (* y y))) (/ (* x x) x) (sqrt (+ (* x x) (* y y))) (* x x) (sqrt (+ (* x x) (* y y))) (+ (* (* (/ 1/2 y) x) x) y) (* (/ 1/2 y) x) (/ 1/2 y)) |
| 1.0ms | x | @ | inf | ((sqrt (+ (* x x) (* y y))) (/ (* x x) x) (sqrt (+ (* x x) (* y y))) (* x x) (sqrt (+ (* x x) (* y y))) (+ (* (* (/ 1/2 y) x) x) y) (* (/ 1/2 y) x) (/ 1/2 y)) |
| 1.0ms | y | @ | 0 | ((sqrt (+ (* x x) (* y y))) (/ (* x x) x) (sqrt (+ (* x x) (* y y))) (* x x) (sqrt (+ (* x x) (* y y))) (+ (* (* (/ 1/2 y) x) x) y) (* (/ 1/2 y) x) (/ 1/2 y)) |
| 1.0ms | y | @ | -inf | ((sqrt (+ (* x x) (* y y))) (/ (* x x) x) (sqrt (+ (* x x) (* y y))) (* x x) (sqrt (+ (* x x) (* y y))) (+ (* (* (/ 1/2 y) x) x) y) (* (/ 1/2 y) x) (/ 1/2 y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 113 | 447 |
| 1 | 338 | 447 |
| 2 | 1285 | 432 |
| 3 | 6383 | 430 |
| 0 | 8135 | 396 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
x |
(pow x 2) |
(* 1/2 (/ x y)) |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* 1/2 (/ (pow x 2) y)) |
(* (pow x 2) (+ (* 1/2 (/ 1 y)) (/ y (pow x 2)))) |
(* -1 x) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(/ (+ (* 1/2 (pow x 2)) (pow y 2)) y) |
(/ 1/2 y) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
(* -1 (* y (- (* -1/2 (/ (pow x 2) (pow y 2))) 1))) |
| Outputs |
|---|
y |
(+ y (* 1/2 (/ (pow x 2) y))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(+ y (* (pow x 2) (+ (* -1/8 (/ (pow x 2) (pow y 3))) (* 1/2 (/ 1 y))))) |
(fma.f64 (/.f64 (fma.f64 (/.f64 (/.f64 (*.f64 x x) y) y) #s(literal -1/8 binary64) #s(literal 1/2 binary64)) y) (*.f64 x x) y) |
(+ y (* (pow x 2) (+ (* (pow x 2) (- (* 1/16 (/ (pow x 2) (pow y 5))) (* 1/8 (/ 1 (pow y 3))))) (* 1/2 (/ 1 y))))) |
(fma.f64 (pow.f64 x #s(literal 4 binary64)) (fma.f64 (*.f64 #s(literal 1/16 binary64) x) (/.f64 x (pow.f64 y #s(literal 5 binary64))) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
x |
(pow x 2) |
(*.f64 x x) |
(* 1/2 (/ x y)) |
(*.f64 (/.f64 x y) #s(literal 1/2 binary64)) |
(* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2))))) |
(fma.f64 (*.f64 (*.f64 #s(literal 1/2 binary64) x) y) (/.f64 y (*.f64 x x)) x) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64))) x) |
(* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(*.f64 (fma.f64 (pow.f64 y #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 x #s(literal 6 binary64))) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64)))) x) |
(* 1/2 (/ (pow x 2) y)) |
(*.f64 (/.f64 (*.f64 x x) y) #s(literal 1/2 binary64)) |
(* (pow x 2) (+ (* 1/2 (/ 1 y)) (/ y (pow x 2)))) |
(*.f64 (*.f64 (-.f64 (/.f64 y (*.f64 x x)) (/.f64 #s(literal -1/2 binary64) y)) x) x) |
(* -1 x) |
(neg.f64 x) |
(* -1 (* x (+ 1 (* 1/2 (/ (pow y 2) (pow x 2)))))) |
(*.f64 (fma.f64 (/.f64 #s(literal -1/2 binary64) x) (/.f64 (*.f64 y y) x) #s(literal -1 binary64)) x) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (* 1/2 (/ (pow y 2) (pow x 2))))))) |
(*.f64 (neg.f64 x) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64)))) |
(* -1 (* x (+ 1 (+ (* -1/8 (/ (pow y 4) (pow x 4))) (+ (* 1/16 (/ (pow y 6) (pow x 6))) (* 1/2 (/ (pow y 2) (pow x 2)))))))) |
(*.f64 (neg.f64 x) (fma.f64 (pow.f64 y #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 x #s(literal 6 binary64))) (fma.f64 (pow.f64 y #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 4 binary64))) (fma.f64 (/.f64 (*.f64 (/.f64 y x) #s(literal 1/2 binary64)) x) y #s(literal 1 binary64))))) |
(+ x (* 1/2 (/ (pow y 2) x))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) x) (*.f64 y y) x) |
(+ x (* (pow y 2) (+ (* -1/8 (/ (pow y 2) (pow x 3))) (* 1/2 (/ 1 x))))) |
(fma.f64 (/.f64 (fma.f64 (/.f64 (/.f64 #s(literal -1/8 binary64) x) x) (*.f64 y y) #s(literal 1/2 binary64)) x) (*.f64 y y) x) |
(+ x (* (pow y 2) (+ (* (pow y 2) (- (* 1/16 (/ (pow y 2) (pow x 5))) (* 1/8 (/ 1 (pow x 3))))) (* 1/2 (/ 1 x))))) |
(fma.f64 (fma.f64 (fma.f64 (*.f64 #s(literal 1/16 binary64) y) (/.f64 y (pow.f64 x #s(literal 5 binary64))) (/.f64 #s(literal -1/8 binary64) (pow.f64 x #s(literal 3 binary64)))) (*.f64 y y) (/.f64 #s(literal 1/2 binary64) x)) (*.f64 y y) x) |
(/ (+ (* 1/2 (pow x 2)) (pow y 2)) y) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(/ 1/2 y) |
(/.f64 #s(literal 1/2 binary64) y) |
(* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2))))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(fma.f64 (*.f64 #s(literal -1/8 binary64) y) (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(fma.f64 (fma.f64 (pow.f64 x #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 y #s(literal 6 binary64))) (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) #s(literal 1 binary64))) y (*.f64 (/.f64 (*.f64 x x) y) #s(literal 1/2 binary64))) |
(* -1 y) |
(neg.f64 y) |
(* -1 (* y (+ 1 (* 1/2 (/ (pow x 2) (pow y 2)))))) |
(fma.f64 #s(literal -1/2 binary64) (/.f64 (*.f64 x x) y) (neg.f64 y)) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (* 1/2 (/ (pow x 2) (pow y 2))))))) |
(neg.f64 (fma.f64 (*.f64 #s(literal -1/8 binary64) y) (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 y #s(literal 4 binary64))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y))) |
(* -1 (* y (+ 1 (+ (* -1/8 (/ (pow x 4) (pow y 4))) (+ (* 1/16 (/ (pow x 6) (pow y 6))) (* 1/2 (/ (pow x 2) (pow y 2)))))))) |
(fma.f64 (fma.f64 (pow.f64 x #s(literal 6 binary64)) (/.f64 #s(literal 1/16 binary64) (pow.f64 y #s(literal 6 binary64))) (fma.f64 (pow.f64 x #s(literal 4 binary64)) (/.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 4 binary64))) #s(literal 1 binary64))) (neg.f64 y) (*.f64 #s(literal -1/2 binary64) (/.f64 (*.f64 x x) y))) |
(* -1 (* y (- (* -1/2 (/ (pow x 2) (pow y 2))) 1))) |
(fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 15 | 65 |
| 0 | 21 | 61 |
| 1 | 84 | 59 |
| 2 | 670 | 57 |
| 0 | 9071 | 42 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
(/.f64 (*.f64 x x) x) |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
(*.f64 x x) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
(fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y) |
(*.f64 (/.f64 #s(literal 1/2 binary64) y) x) |
(/.f64 #s(literal 1/2 binary64) y) |
| Outputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
(*.f64 (*.f64 (pow.f64 x #s(literal -1 binary64)) (neg.f64 x)) (neg.f64 x)) |
(*.f64 (*.f64 (pow.f64 x #s(literal -1 binary64)) x) x) |
(*.f64 (*.f64 #s(literal 1 binary64) (neg.f64 x)) #s(literal -1 binary64)) |
(*.f64 (*.f64 #s(literal 1 binary64) (*.f64 (neg.f64 x) x)) (/.f64 #s(literal -1 binary64) x)) |
(*.f64 (pow.f64 x #s(literal 1/2 binary64)) (pow.f64 x #s(literal 1/2 binary64))) |
(*.f64 (pow.f64 (pow.f64 x #s(literal -1 binary64)) #s(literal -1/2 binary64)) (pow.f64 (pow.f64 x #s(literal -1 binary64)) #s(literal -1/2 binary64))) |
(*.f64 (/.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) |
(*.f64 (sqrt.f64 (neg.f64 x)) (sqrt.f64 (neg.f64 x))) |
(*.f64 (sqrt.f64 x) (sqrt.f64 x)) |
(*.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 x #s(literal -2 binary64))) |
(*.f64 #s(literal -1 binary64) (neg.f64 x)) |
(*.f64 (pow.f64 x #s(literal -1 binary64)) (pow.f64 (pow.f64 x #s(literal -2 binary64)) #s(literal -1 binary64))) |
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(/.f64 x (*.f64 y #s(literal 2 binary64))) |
(neg.f64 (*.f64 (/.f64 #s(literal -1/2 binary64) y) x)) |
(*.f64 (pow.f64 (*.f64 y #s(literal 2 binary64)) #s(literal -1/2 binary64)) (pow.f64 (*.f64 y #s(literal 2 binary64)) #s(literal -1/2 binary64))) |
(*.f64 #s(literal -1 binary64) (/.f64 #s(literal -1/2 binary64) y)) |
(*.f64 (pow.f64 y #s(literal -1 binary64)) #s(literal 1/2 binary64)) |
(*.f64 #s(literal 1 binary64) (/.f64 #s(literal 1/2 binary64) y)) |
(*.f64 #s(literal -1/2 binary64) (/.f64 #s(literal -1 binary64) y)) |
(*.f64 #s(literal 1/2 binary64) (pow.f64 y #s(literal -1 binary64))) |
(pow.f64 (*.f64 y #s(literal 2 binary64)) #s(literal -1 binary64)) |
(/.f64 #s(literal -1 binary64) (*.f64 y #s(literal -2 binary64))) |
(/.f64 (pow.f64 y #s(literal -1 binary64)) #s(literal 2 binary64)) |
(/.f64 #s(literal 1 binary64) (*.f64 y #s(literal 2 binary64))) |
(/.f64 #s(literal -1/2 binary64) (neg.f64 y)) |
(/.f64 (/.f64 #s(literal 1/2 binary64) y) #s(literal 1 binary64)) |
(/.f64 #s(literal 1/2 binary64) y) |
(neg.f64 (/.f64 #s(literal -1/2 binary64) y)) |
(-.f64 #s(literal 0 binary64) (/.f64 #s(literal -1/2 binary64) y)) |
(exp.f64 (*.f64 (log.f64 (*.f64 y #s(literal 2 binary64))) #s(literal -1 binary64))) |
Compiled 6 505 to 824 computations (87.3% saved)
6 alts after pruning (0 fresh and 6 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 240 | 0 | 240 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 3 | 3 |
| Done | 0 | 3 | 3 |
| Total | 240 | 6 | 246 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (hypot.f64 y x) |
| ✓ | 52.9% | (sqrt.f64 (fma.f64 y y (*.f64 x x))) |
| ✓ | 52.4% | (sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
| ✓ | 99.4% | #s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
| ✓ | 4.6% | #s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
| ✓ | 4.9% | #s(approx (sqrt (+ (* x x) (* y y))) x) |
Compiled 162 to 70 computations (56.8% saved)
| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
(hypot.f64 y x) |
| Outputs |
|---|
(hypot.f64 y x) |
6 calls:
| 4.0ms | x |
| 3.0ms | y |
| 3.0ms | (*.f64 y y) |
| 3.0ms | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 3.0ms | (+.f64 (*.f64 x x) (*.f64 y y)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 100.0% | 1 | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 100.0% | 1 | (*.f64 x x) |
| 100.0% | 1 | (*.f64 y y) |
Compiled 23 to 21 computations (8.7% saved)
| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (/.f64 #s(literal 1/2 binary64) y) (*.f64 x x) y)) |
(sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| Outputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
6 calls:
| 40.0ms | (*.f64 y y) |
| 3.0ms | y |
| 3.0ms | x |
| 3.0ms | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 3.0ms | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| Accuracy | Segments | Branch |
|---|---|---|
| 99.4% | 1 | x |
| 99.4% | 1 | y |
| 99.4% | 1 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 99.4% | 1 | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 99.4% | 1 | (*.f64 x x) |
| 99.4% | 1 | (*.f64 y y) |
Compiled 23 to 21 computations (8.7% saved)
| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
| Outputs |
|---|
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
6 calls:
| 31.0ms | (*.f64 x x) |
| 2.0ms | x |
| 2.0ms | y |
| 2.0ms | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 2.0ms | (+.f64 (*.f64 x x) (*.f64 y y)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 52.9% | 1 | x |
| 52.9% | 1 | y |
| 52.9% | 1 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 52.9% | 1 | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 52.9% | 1 | (*.f64 x x) |
| 52.9% | 1 | (*.f64 y y) |
Compiled 23 to 21 computations (8.7% saved)
| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (sqrt (+ (* x x) (* y y))) (/.f64 (*.f64 x x) x)) |
| Outputs |
|---|
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
6 calls:
| 46.0ms | (*.f64 x x) |
| 2.0ms | x |
| 2.0ms | y |
| 2.0ms | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 2.0ms | (*.f64 y y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 52.4% | 1 | x |
| 52.4% | 1 | (*.f64 x x) |
| 52.4% | 1 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 52.4% | 1 | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 52.4% | 1 | (*.f64 y y) |
| 52.4% | 1 | y |
Compiled 23 to 21 computations (8.7% saved)
Total -2.0b remaining (-3.3%)
Threshold costs -2b (-3.3%)
| Inputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
#s(approx (sqrt (+ (* x x) (* y y))) (neg.f64 x)) |
| Outputs |
|---|
#s(approx (sqrt (+ (* x x) (* y y))) x) |
6 calls:
| 2.0ms | y |
| 1.0ms | x |
| 1.0ms | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 1.0ms | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 1.0ms | (*.f64 y y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 4.9% | 1 | x |
| 4.9% | 1 | (*.f64 x x) |
| 4.9% | 1 | (sqrt.f64 (+.f64 (*.f64 x x) (*.f64 y y))) |
| 4.9% | 1 | (+.f64 (*.f64 x x) (*.f64 y y)) |
| 4.9% | 1 | (*.f64 y y) |
| 4.9% | 1 | y |
Compiled 23 to 21 computations (8.7% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 49 |
| 1 | 20 | 49 |
| 1× | saturated |
| Inputs |
|---|
(hypot.f64 y x) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (sqrt (+ (* x x) (* y y))) x) |
| Outputs |
|---|
(hypot.f64 y x) |
#s(approx (sqrt (+ (* x x) (* y y))) (fma.f64 (*.f64 (/.f64 #s(literal 1/2 binary64) y) x) x y)) |
(sqrt.f64 (fma.f64 y y (*.f64 x x))) |
(sqrt.f64 #s(approx (+ (* x x) (* y y)) (*.f64 y y))) |
#s(approx (sqrt (+ (* x x) (* y y))) x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 104 | 441 |
| 1 | 327 | 441 |
| 2 | 1249 | 437 |
| 3 | 6500 | 435 |
| 0 | 8044 | 400 |
| 0 | 6 | 21 |
| 0 | 10 | 21 |
| 1 | 41 | 21 |
| 2 | 371 | 21 |
| 3 | 6127 | 21 |
| 0 | 8068 | 14 |
| 0 | 19 | 82 |
| 0 | 28 | 70 |
| 1 | 98 | 70 |
| 2 | 832 | 68 |
| 0 | 9648 | 68 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
Compiled 117 to 66 computations (43.6% saved)
(sort x y)
(abs x)
(abs y)
Compiled 170 to 94 computations (44.7% saved)
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