
Time bar (total: 4.7s)
| 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 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 3 |
| 50% | 49.9% | 49.9% | 0.1% | 0% | 0% | 0% | 4 |
| 50% | 49.9% | 49.9% | 0.1% | 0% | 0% | 0% | 5 |
| 50% | 49.9% | 49.9% | 0.1% | 0% | 0% | 0% | 6 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 7 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 8 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 9 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 10 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 11 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 9 to 8 computations (11.1% saved)
| 693.0ms | 8 256× | 0 | valid |
ival-mult: 136.0ms (43% of total)ival-div: 123.0ms (38.9% of total)ival-add: 46.0ms (14.6% of total)ival-true: 7.0ms (2.2% of total)ival-assert: 3.0ms (0.9% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 32 | 0 | - | 2 | (-6.807640876022645e-43 2.616963867820319e-156 5.653874632076935e-156) | (/.f64 (*.f64 y y) z) |
| 0 | 0 | - | 0 | - | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (*.f64 y y) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
/.f64 | (/.f64 (*.f64 y y) z) | o/n | 15 | 0 |
| ↳ | (*.f64 y y) | overflow | 74 | |
/.f64 | (/.f64 (*.f64 y y) z) | u/n | 5 | 0 |
| ↳ | (*.f64 y y) | underflow | 52 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 18 | 0 |
| - | 2 | 236 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 18 | 0 | 0 |
| - | 2 | 0 | 236 |
| number | freq |
|---|---|
| 0 | 236 |
| 1 | 20 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 77.0ms | 512× | 0 | valid |
Compiled 65 to 28 computations (56.9% saved)
ival-mult: 4.0ms (37.4% of total)ival-div: 3.0ms (28% of total)ival-add: 2.0ms (18.7% 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 | 25 | 68 |
| 1 | 72 | 64 |
| 2 | 175 | 64 |
| 3 | 519 | 64 |
| 4 | 1164 | 64 |
| 5 | 1897 | 64 |
| 6 | 2027 | 64 |
| 7 | 2087 | 64 |
| 8 | 2133 | 64 |
| 9 | 2145 | 64 |
| 0 | 6 | 7 |
| 0 | 9 | 7 |
| 1 | 12 | 7 |
| 2 | 13 | 7 |
| 0 | 13 | 6 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
| Outputs |
|---|
(fma.f64 (/.f64 y z) y x) |
(abs y)
Compiled 7 to 6 computations (14.3% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 93.3% | (+.f64 x (/.f64 (*.f64 y y) z)) |
Compiled 7 to 6 computations (14.3% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | (/.f64 (*.f64 y y) z) | |
| cost-diff | 128 | (+.f64 x (/.f64 (*.f64 y y) z)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 18 |
| 0 | 9 | 18 |
| 1 | 12 | 18 |
| 2 | 13 | 18 |
| 0 | 13 | 17 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
x |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
| Outputs |
|---|
(fma.f64 (/.f64 y z) y x) |
x |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (+.f64 x (/.f64 (*.f64 y y) z)) | |
| accuracy | 0 | (*.f64 y y) | |
| accuracy | 6.945039279637975 | (/.f64 (*.f64 y y) z) |
| 34.0ms | 256× | 0 | valid |
Compiled 38 to 14 computations (63.2% saved)
ival-div: 2.0ms (38.1% of total)ival-mult: 2.0ms (38.1% of total)ival-add: 1.0ms (19% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (+.f64 x (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1.0ms | y | @ | 0 | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1.0ms | z | @ | 0 | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1.0ms | y | @ | -inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1.0ms | z | @ | -inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 23 | 376 |
| 1 | 58 | 376 |
| 2 | 150 | 376 |
| 3 | 489 | 376 |
| 4 | 2245 | 376 |
| 5 | 4084 | 376 |
| 6 | 6074 | 376 |
| 7 | 7795 | 376 |
| 0 | 8080 | 349 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(/ (pow y 2) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(pow y 2) |
(pow y 2) |
(pow y 2) |
(pow y 2) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(pow y 2) |
(pow y 2) |
(pow y 2) |
(pow y 2) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(pow y 2) |
(pow y 2) |
(pow y 2) |
(pow y 2) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
| Outputs |
|---|
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 35 | 15 |
| 2 | 269 | 15 |
| 3 | 4534 | 15 |
| 0 | 8159 | 14 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
| Outputs |
|---|
#<batchref> |
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Compiled 3 531 to 432 computations (87.8% saved)
4 alts after pruning (4 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 210 | 4 | 214 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 211 | 4 | 215 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (fma.f64 (/.f64 y z) y x) |
| ▶ | 99.9% | (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) |
| ▶ | 99.9% | (+.f64 x (/.f64 y (/.f64 z y))) |
| ▶ | 49.3% | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
Compiled 35 to 28 computations (20% saved)
| 1× | egg-herbie |
Found 12 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (/.f64 y z) | |
| cost-diff | 0 | (fma.f64 (/.f64 y z) y x) | |
| cost-diff | 0 | (/.f64 #s(literal -1 binary64) z) | |
| cost-diff | 0 | (neg.f64 y) | |
| cost-diff | 192 | (*.f64 y (/.f64 #s(literal -1 binary64) z)) | |
| cost-diff | 256 | (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) | |
| cost-diff | 0 | (/.f64 z y) | |
| cost-diff | 128 | (+.f64 x (/.f64 y (/.f64 z y))) | |
| cost-diff | 384 | (/.f64 y (/.f64 z y)) | |
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | (/.f64 (*.f64 y y) z) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 76 |
| 0 | 32 | 71 |
| 1 | 47 | 70 |
| 2 | 78 | 70 |
| 3 | 148 | 70 |
| 4 | 308 | 70 |
| 5 | 435 | 70 |
| 6 | 879 | 70 |
| 7 | 1381 | 70 |
| 8 | 1845 | 70 |
| 9 | 2035 | 70 |
| 10 | 2131 | 70 |
| 11 | 2171 | 70 |
| 12 | 2173 | 70 |
| 0 | 2173 | 70 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
(+.f64 x (/.f64 y (/.f64 z y))) |
x |
(/.f64 y (/.f64 z y)) |
y |
(/.f64 z y) |
z |
(fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) |
(neg.f64 y) |
y |
(*.f64 y (/.f64 #s(literal -1 binary64) z)) |
(/.f64 #s(literal -1 binary64) z) |
#s(literal -1 binary64) |
z |
x |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
y |
z |
x |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
(fma.f64 (/.f64 y z) y x) |
x |
(/.f64 (*.f64 y y) z) |
y |
(/.f64 z y) |
z |
(fma.f64 (/.f64 y z) y x) |
(neg.f64 y) |
y |
(/.f64 (neg.f64 y) z) |
(/.f64 #s(literal -1 binary64) z) |
#s(literal -1 binary64) |
z |
x |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
y |
z |
x |
Found 12 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 y z) | |
| accuracy | 0.03125 | (fma.f64 (/.f64 y z) y x) | |
| accuracy | 0 | (/.f64 #s(literal -1 binary64) z) | |
| accuracy | 0 | (neg.f64 y) | |
| accuracy | 0.03125 | (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) | |
| accuracy | 0.22265625 | (*.f64 y (/.f64 #s(literal -1 binary64) z)) | |
| accuracy | 0 | (/.f64 z y) | |
| accuracy | 0 | (+.f64 x (/.f64 y (/.f64 z y))) | |
| accuracy | 0.11328125 | (/.f64 y (/.f64 z y)) | |
| accuracy | 0 | (*.f64 y y) | |
| accuracy | 6.945039279637975 | (/.f64 (*.f64 y y) z) | |
| accuracy | 28.910346555127457 | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| 101.0ms | 256× | 0 | valid |
Compiled 150 to 39 computations (74% saved)
ival-div: 57.0ms (81.8% of total)ival-mult: 7.0ms (10% of total)ival-add: 5.0ms (7.2% of total)ival-neg: 1.0ms (1.4% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 y y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (fma.f64 (/.f64 y z) y x) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (/.f64 y z) y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (/.f64 y z) y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (/.f64 y z) y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (fma.f64 (/.f64 y z) y x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 (*.f64 y y) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (+.f64 x (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 y (/.f64 #s(literal -1 binary64) z)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ())) ()) |
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9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 5.0ms | y | @ | inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y) (/ y (/ z y)) (+ x (/ y (/ z y))) (/ z y) (+ (* (neg y) (* y (/ -1 z))) x) (* y (/ -1 z)) (neg y) (/ -1 z) (+ (* (/ y z) y) x) (/ y z)) |
| 2.0ms | z | @ | 0 | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y) (/ y (/ z y)) (+ x (/ y (/ z y))) (/ z y) (+ (* (neg y) (* y (/ -1 z))) x) (* y (/ -1 z)) (neg y) (/ -1 z) (+ (* (/ y z) y) x) (/ y z)) |
| 2.0ms | y | @ | -inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y) (/ y (/ z y)) (+ x (/ y (/ z y))) (/ z y) (+ (* (neg y) (* y (/ -1 z))) x) (* y (/ -1 z)) (neg y) (/ -1 z) (+ (* (/ y z) y) x) (/ y z)) |
| 1.0ms | z | @ | inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y) (/ y (/ z y)) (+ x (/ y (/ z y))) (/ z y) (+ (* (neg y) (* y (/ -1 z))) x) (* y (/ -1 z)) (neg y) (/ -1 z) (+ (* (/ y z) y) x) (/ y z)) |
| 1.0ms | z | @ | -inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y) (/ y (/ z y)) (+ x (/ y (/ z y))) (/ z y) (+ (* (neg y) (* y (/ -1 z))) x) (* y (/ -1 z)) (neg y) (/ -1 z) (+ (* (/ y z) y) x) (/ y z)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 28 | 1456 |
| 1 | 68 | 1456 |
| 2 | 161 | 1456 |
| 3 | 491 | 1456 |
| 4 | 2215 | 1456 |
| 5 | 4098 | 1456 |
| 6 | 6166 | 1456 |
| 0 | 8021 | 1348 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(/ (pow y 2) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
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(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(* -1 (/ y z)) |
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(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
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(pow y 2) |
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(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
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(/ (pow y 2) z) |
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(pow y 2) |
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(/ z y) |
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(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
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(/ y z) |
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(pow y 2) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* -1 (/ y z)) |
(* -1 (/ y z)) |
(* -1 (/ y z)) |
(* -1 (/ y z)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
| Outputs |
|---|
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(*.f64 y y) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(/.f64 (neg.f64 y) z) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 64 |
| 0 | 32 | 59 |
| 1 | 124 | 58 |
| 2 | 843 | 58 |
| 0 | 9322 | 58 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
(/.f64 y (/.f64 z y)) |
(+.f64 x (/.f64 y (/.f64 z y))) |
(/.f64 z y) |
(fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) |
(*.f64 y (/.f64 #s(literal -1 binary64) z)) |
(neg.f64 y) |
(/.f64 #s(literal -1 binary64) z) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 y z) |
| Outputs |
|---|
#<batchref> |
#<batchref> |
#<batchref> |
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Compiled 13 587 to 844 computations (93.8% saved)
6 alts after pruning (3 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 825 | 3 | 828 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 3 | 4 |
| Done | 0 | 0 | 0 |
| Total | 826 | 6 | 832 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 (/.f64 y z) y x) |
| ✓ | 99.9% | (fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) |
| ✓ | 49.3% | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| ▶ | 54.7% | #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) |
| ▶ | 27.3% | #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) |
| ▶ | 54.8% | #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
Compiled 77 to 52 computations (32.5% saved)
| 1× | egg-herbie |
Found 10 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (/.f64 z y) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) | |
| cost-diff | 384 | (/.f64 y (/.f64 z y)) | |
| cost-diff | 0 | (/.f64 (/.f64 z y) y) | |
| cost-diff | 0 | (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) | |
| cost-diff | 15040 | (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) | |
| cost-diff | 0 | (/.f64 y z) | |
| cost-diff | 0 | (*.f64 (/.f64 y z) y) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 17 | 102 |
| 0 | 24 | 82 |
| 1 | 32 | 82 |
| 2 | 34 | 82 |
| 3 | 40 | 82 |
| 4 | 48 | 82 |
| 5 | 57 | 82 |
| 6 | 79 | 82 |
| 7 | 81 | 82 |
| 0 | 81 | 79 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
(*.f64 (/.f64 y z) y) |
(/.f64 y z) |
y |
z |
#s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) |
(*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) |
(pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) |
(/.f64 (/.f64 z y) y) |
(/.f64 z y) |
z |
y |
#s(literal -1/2 binary64) |
#s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) |
(/.f64 y (/.f64 z y)) |
y |
(/.f64 z y) |
z |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
y |
z |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) |
(/.f64 (/.f64 z y) y) |
(/.f64 z y) |
z |
y |
#s(literal -1/2 binary64) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
y |
(/.f64 z y) |
z |
Found 10 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 z y) | |
| accuracy | 0.046875 | (/.f64 y (/.f64 z y)) | |
| accuracy | 16.678319619343238 | #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) | |
| accuracy | 0.0625 | (/.f64 (/.f64 z y) y) | |
| accuracy | 0.13119125976844204 | (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) | |
| accuracy | 13.052190583447675 | (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) | |
| accuracy | 16.678319619343238 | #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) | |
| accuracy | 0 | (/.f64 y z) | |
| accuracy | 0.0390625 | (*.f64 (/.f64 y z) y) | |
| accuracy | 16.678319619343238 | #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
| 17.0ms | 136× | 0 | valid |
| 13.0ms | 120× | 0 | invalid |
Compiled 178 to 33 computations (81.5% saved)
ival-div: 8.0ms (43.1% of total)ival-mult: 5.0ms (26.9% of total)ival-pow: 4.0ms (21.5% of total)ival-add: 1.0ms (5.4% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y z) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 y (/.f64 z y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (/.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf z) (#s(alt #<batchref> (patch (*.f64 (/.f64 y z) y) #<representation binary64>) () ())) ()) |
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9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 3.0ms | z | @ | 0 | ((+ x (/ (* y y) z)) (* (/ y z) y) (/ y z) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (+ x (/ (* y y) z)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (/ y (/ z y)) (+ x (/ (* y y) z)) (/ z y)) |
| 3.0ms | z | @ | -inf | ((+ x (/ (* y y) z)) (* (/ y z) y) (/ y z) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (+ x (/ (* y y) z)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (/ y (/ z y)) (+ x (/ (* y y) z)) (/ z y)) |
| 2.0ms | y | @ | -inf | ((+ x (/ (* y y) z)) (* (/ y z) y) (/ y z) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (+ x (/ (* y y) z)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (/ y (/ z y)) (+ x (/ (* y y) z)) (/ z y)) |
| 2.0ms | y | @ | 0 | ((+ x (/ (* y y) z)) (* (/ y z) y) (/ y z) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (+ x (/ (* y y) z)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (/ y (/ z y)) (+ x (/ (* y y) z)) (/ z y)) |
| 2.0ms | y | @ | inf | ((+ x (/ (* y y) z)) (* (/ y z) y) (/ y z) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (+ x (/ (* y y) z)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (/ y (/ z y)) (+ x (/ (* y y) z)) (/ z y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 36 | 1468 |
| 1 | 88 | 1436 |
| 2 | 235 | 1436 |
| 3 | 787 | 1436 |
| 4 | 2195 | 1436 |
| 5 | 5458 | 1436 |
| 6 | 7589 | 1436 |
| 0 | 8294 | 1355 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(/ (pow y 2) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* -1 (* y (sqrt (/ 1 z)))) |
(* -1 (* y (sqrt (/ 1 z)))) |
(* -1 (* y (sqrt (/ 1 z)))) |
(* -1 (* y (sqrt (/ 1 z)))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ z y) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
| Outputs |
|---|
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 (fma.f64 z x (*.f64 y y)) z) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 z y) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(/.f64 (*.f64 y y) z) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 17 | 92 |
| 0 | 24 | 72 |
| 1 | 79 | 72 |
| 2 | 560 | 72 |
| 3 | 7513 | 72 |
| 0 | 8817 | 69 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
(*.f64 (/.f64 y z) y) |
(/.f64 y z) |
(*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) |
(pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) |
(/.f64 (/.f64 z y) y) |
(/.f64 y (/.f64 z y)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) |
(/.f64 z y) |
| Outputs |
|---|
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Compiled 21 833 to 1 413 computations (93.5% saved)
6 alts after pruning (2 fresh and 4 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 981 | 2 | 983 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 2 | 3 |
| Done | 1 | 2 | 3 |
| Total | 983 | 6 | 989 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 (/.f64 y z) y x) |
| ✓ | 49.3% | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| ✓ | 54.7% | #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) |
| ▶ | 27.0% | #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) |
| ✓ | 54.8% | #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
| ▶ | 54.7% | #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) |
Compiled 91 to 65 computations (28.6% saved)
| 1× | egg-herbie |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (/.f64 (/.f64 z y) y) | |
| cost-diff | 0 | (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) | |
| cost-diff | 0 | (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y))) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) | |
| cost-diff | 0 | (/.f64 #s(literal -1 binary64) z) | |
| cost-diff | 0 | (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) | |
| cost-diff | 448 | (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 26 | 136 |
| 0 | 37 | 136 |
| 1 | 55 | 133 |
| 2 | 91 | 127 |
| 3 | 152 | 127 |
| 4 | 322 | 127 |
| 5 | 495 | 127 |
| 6 | 913 | 127 |
| 7 | 1437 | 127 |
| 8 | 1606 | 127 |
| 9 | 1660 | 127 |
| 10 | 1700 | 127 |
| 11 | 1732 | 127 |
| 12 | 1732 | 127 |
| 0 | 1732 | 125 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) |
(*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y) |
(*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) |
(/.f64 #s(literal -1 binary64) z) |
#s(literal -1 binary64) |
z |
(neg.f64 y) |
y |
#s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) |
(*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y))) |
(pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) |
(/.f64 (/.f64 z y) y) |
(/.f64 z y) |
z |
y |
#s(literal -1/2 binary64) |
#s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(sqrt.f64 (/.f64 #s(literal 1 binary64) z)) |
(/.f64 #s(literal 1 binary64) z) |
#s(literal 1 binary64) |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(/.f64 y z) |
(/.f64 #s(literal -1 binary64) z) |
#s(literal -1 binary64) |
z |
(neg.f64 y) |
y |
#s(approx (+ x (/ (* y y) z)) (*.f64 #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) |
(*.f64 #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64))) |
(pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) |
(/.f64 (/.f64 z y) y) |
(/.f64 z y) |
z |
y |
#s(literal -1/2 binary64) |
#s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(sqrt.f64 (/.f64 #s(literal 1 binary64) z)) |
(/.f64 #s(literal 1 binary64) z) |
#s(literal 1 binary64) |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.125 | (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) | |
| accuracy | 0.13119125976844204 | (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y))) | |
| accuracy | 13.052190583447675 | (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) | |
| accuracy | 16.678319619343238 | #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) | |
| accuracy | 0 | (neg.f64 y) | |
| accuracy | 0.0390625 | (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y) | |
| accuracy | 0.12109375 | (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) | |
| accuracy | 16.678319619343238 | #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) |
| 48.0ms | 120× | 0 | invalid |
| 26.0ms | 136× | 0 | valid |
Compiled 228 to 49 computations (78.5% saved)
ival-div: 46.0ms (74.4% of total)ival-mult: 8.0ms (12.9% of total)ival-pow: 4.0ms (6.5% of total)ival-sqrt: 2.0ms (3.2% of total)ival-add: 1.0ms (1.6% of total)ival-neg: 1.0ms (1.6% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 #s(literal -1 binary64) z) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 z) (#s(alt #<batchref> (patch (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) #<representation binary64>) () ())) ()) |
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#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (/.f64 (/.f64 z y) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 4.0ms | z | @ | 0 | ((* (/ -1 z) (neg y)) (+ x (/ (* y y) z)) (* (* (/ -1 z) (neg y)) y) (/ -1 z) (+ x (/ (* y y) z)) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (neg y) (* (sqrt (/ 1 z)) y)) |
| 2.0ms | z | @ | -inf | ((* (/ -1 z) (neg y)) (+ x (/ (* y y) z)) (* (* (/ -1 z) (neg y)) y) (/ -1 z) (+ x (/ (* y y) z)) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (neg y) (* (sqrt (/ 1 z)) y)) |
| 2.0ms | y | @ | -inf | ((* (/ -1 z) (neg y)) (+ x (/ (* y y) z)) (* (* (/ -1 z) (neg y)) y) (/ -1 z) (+ x (/ (* y y) z)) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (neg y) (* (sqrt (/ 1 z)) y)) |
| 2.0ms | y | @ | 0 | ((* (/ -1 z) (neg y)) (+ x (/ (* y y) z)) (* (* (/ -1 z) (neg y)) y) (/ -1 z) (+ x (/ (* y y) z)) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (neg y) (* (sqrt (/ 1 z)) y)) |
| 2.0ms | y | @ | inf | ((* (/ -1 z) (neg y)) (+ x (/ (* y y) z)) (* (* (/ -1 z) (neg y)) y) (/ -1 z) (+ x (/ (* y y) z)) (* (pow (/ (/ z y) y) -1/2) (pow (/ (/ z y) y) -1/2)) (pow (/ (/ z y) y) -1/2) (/ (/ z y) y) (neg y) (* (sqrt (/ 1 z)) y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 37 | 1280 |
| 1 | 90 | 1232 |
| 2 | 233 | 1232 |
| 3 | 785 | 1232 |
| 4 | 2217 | 1232 |
| 5 | 5562 | 1232 |
| 6 | 7755 | 1232 |
| 0 | 8472 | 1178 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ -1 z) |
(/ -1 z) |
(/ -1 z) |
(/ -1 z) |
(/ (pow y 2) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (+ (* x z) (pow y 2)) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ -1 z) |
(/ -1 z) |
(/ -1 z) |
(/ -1 z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ -1 z) |
(/ -1 z) |
(/ -1 z) |
(/ -1 z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
(* -1 (/ (* (pow y 2) (pow (sqrt -1) 2)) z)) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(* (* y (pow (sqrt -1) 2)) (sqrt (/ 1 z))) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
x |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ y z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(/ (pow y 2) z) |
(* -1 (* y (sqrt (/ 1 z)))) |
(* -1 (* y (sqrt (/ 1 z)))) |
(* -1 (* y (sqrt (/ 1 z)))) |
(* -1 (* y (sqrt (/ 1 z)))) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(/ z (pow y 2)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(* y (sqrt (/ 1 z))) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
x |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
| Outputs |
|---|
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(*.f64 (/.f64 y z) y) |
(/.f64 (fma.f64 x z (*.f64 y y)) z) |
(/.f64 (fma.f64 x z (*.f64 y y)) z) |
(/.f64 (fma.f64 x z (*.f64 y y)) z) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(*.f64 (/.f64 y z) y) |
(/.f64 (fma.f64 x z (*.f64 y y)) z) |
(/.f64 (fma.f64 x z (*.f64 y y)) z) |
(/.f64 (fma.f64 x z (*.f64 y y)) z) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
(/.f64 #s(literal -1 binary64) z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(*.f64 (/.f64 y z) y) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(/.f64 y z) |
(*.f64 (/.f64 y z) y) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (/.f64 y z) y) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(*.f64 (neg.f64 y) (sqrt.f64 (/.f64 #s(literal 1 binary64) z))) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(/.f64 z (*.f64 y y)) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
(*.f64 (/.f64 y z) y) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(*.f64 (/.f64 y z) y) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
x |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
(fma.f64 (/.f64 y z) y x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 26 | 105 |
| 0 | 37 | 106 |
| 1 | 108 | 93 |
| 2 | 564 | 93 |
| 3 | 4959 | 75 |
| 0 | 8993 | 73 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) |
(*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y) |
(/.f64 #s(literal -1 binary64) z) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) |
(*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y))) |
(pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) |
(/.f64 (/.f64 z y) y) |
(neg.f64 y) |
(*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y) |
| Outputs |
|---|
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Compiled 15 880 to 1 508 computations (90.5% saved)
6 alts after pruning (1 fresh and 5 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 627 | 1 | 628 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 1 | 2 |
| Done | 0 | 4 | 4 |
| Total | 628 | 6 | 634 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 (/.f64 y z) y x) |
| ✓ | 49.3% | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| ✓ | 54.7% | #s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) |
| 26.9% | #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y (sqrt.f64 z)) (/.f64 y (sqrt.f64 z)))) | |
| ✓ | 54.8% | #s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
| ✓ | 54.7% | #s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) |
Compiled 232 to 100 computations (56.9% saved)
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(fma.f64 (/.f64 y z) y x) |
(+.f64 x (/.f64 (*.f64 y y) z)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 y (/.f64 z y))) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (*.f64 (/.f64 #s(literal -1 binary64) z) (neg.f64 y)) y)) |
(fma.f64 (neg.f64 y) (*.f64 y (/.f64 #s(literal -1 binary64) z)) x) |
(+.f64 x (/.f64 y (/.f64 z y))) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y (sqrt.f64 z)) (/.f64 y (sqrt.f64 z)))) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) #s(approx (pow (/ (/ z y) y) -1/2) (*.f64 (sqrt.f64 (/.f64 #s(literal 1 binary64) z)) y)))) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)) (pow.f64 (/.f64 (/.f64 z y) y) #s(literal -1/2 binary64)))) |
| Outputs |
|---|
(fma.f64 (/.f64 y z) y x) |
6 calls:
| 20.0ms | (/.f64 (*.f64 y y) z) |
| 4.0ms | y |
| 4.0ms | z |
| 4.0ms | x |
| 4.0ms | (+.f64 x (/.f64 (*.f64 y y) z)) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | z |
| 100.0% | 1 | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 100.0% | 1 | (/.f64 (*.f64 y y) z) |
| 100.0% | 1 | (*.f64 y y) |
Compiled 18 to 24 computations (-33.3% saved)
Total -3.5b remaining (-12.3%)
Threshold costs -3.5b (-12.3%)
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
6 calls:
| 15.0ms | z |
| 2.0ms | x |
| 2.0ms | y |
| 1.0ms | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 1.0ms | (*.f64 y y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 54.8% | 1 | x |
| 54.8% | 1 | y |
| 54.8% | 1 | z |
| 54.8% | 1 | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 54.8% | 1 | (/.f64 (*.f64 y y) z) |
| 54.8% | 1 | (*.f64 y y) |
Compiled 18 to 24 computations (-33.3% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 19 |
| 1 | 11 | 19 |
| 1× | saturated |
| Inputs |
|---|
(fma.f64 (/.f64 y z) y x) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
| Outputs |
|---|
(fma.f64 (/.f64 y z) y x) |
#s(approx (+ x (/ (* y y) z)) (*.f64 (/.f64 y z) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 64 |
| 0 | 32 | 59 |
| 1 | 124 | 58 |
| 2 | 843 | 58 |
| 0 | 9322 | 58 |
| 0 | 23 | 376 |
| 1 | 58 | 376 |
| 2 | 150 | 376 |
| 3 | 489 | 376 |
| 4 | 2245 | 376 |
| 5 | 4084 | 376 |
| 6 | 6074 | 376 |
| 7 | 7795 | 376 |
| 0 | 8080 | 349 |
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 35 | 15 |
| 2 | 269 | 15 |
| 3 | 4534 | 15 |
| 0 | 8159 | 14 |
| 1× | fuel |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
Compiled 50 to 32 computations (36% saved)
(abs y)
Compiled 78 to 54 computations (30.8% saved)
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