
Time bar (total: 3.1s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 100% | 99.9% | 0% | 0.1% | 0% | 0% | 0% | 1 |
Compiled 11 to 10 computations (9.1% saved)
| 430.0ms | 8 256× | 0 | valid |
ival-mult: 173.0ms (75.9% of total)ival-sub: 40.0ms (17.5% of total)ival-true: 6.0ms (2.6% of total)exact: 5.0ms (2.2% of total)ival-assert: 3.0ms (1.3% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 4 | 0 | - | 0 | - | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (*.f64 y #s(literal 4 binary64)) |
| 0 | 0 | - | 0 | - | #s(literal 4 binary64) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | (*.f64 x x) |
| 0 | 0 | - | 0 | - | (*.f64 (*.f64 y #s(literal 4 binary64)) z) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
-.f64 | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) | nan-rescue | 4 | 0 |
| ↳ | (*.f64 x x) | overflow | 67 | |
| ↳ | (*.f64 (*.f64 y #s(literal 4 binary64)) z) | overflow | 29 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 4 | 0 |
| - | 0 | 252 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 4 | 0 | 0 |
| - | 0 | 0 | 252 |
| number | freq |
|---|---|
| 0 | 252 |
| 1 | 4 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 125.0ms | 512× | 0 | valid |
Compiled 61 to 28 computations (54.1% saved)
ival-mult: 10.0ms (76.3% of total)ival-sub: 2.0ms (15.3% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| 336× | lower-fma.f64 |
| 336× | lower-fma.f32 |
| 248× | lower-*.f32 |
| 242× | lower-*.f64 |
| 190× | distribute-lft-neg-in |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 30 | 88 |
| 1 | 99 | 84 |
| 2 | 255 | 81 |
| 3 | 609 | 81 |
| 4 | 908 | 81 |
| 5 | 1035 | 81 |
| 6 | 1075 | 81 |
| 7 | 1075 | 81 |
| 0 | 8 | 9 |
| 0 | 12 | 9 |
| 1 | 21 | 9 |
| 2 | 51 | 9 |
| 3 | 101 | 9 |
| 4 | 136 | 9 |
| 5 | 178 | 9 |
| 6 | 238 | 9 |
| 7 | 296 | 9 |
| 8 | 391 | 9 |
| 9 | 445 | 9 |
| 10 | 475 | 9 |
| 0 | 475 | 8 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| Outputs |
|---|
(-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
(fma.f64 (*.f64 z y) #s(literal -4 binary64) (*.f64 x x)) |
(abs x)
(sort y z)
Compiled 9 to 8 computations (11.1% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 98.4% | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
Compiled 9 to 8 computations (11.1% saved)
| 1× | egg-herbie |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y #s(literal 4 binary64)) | |
| cost-diff | 0 | (*.f64 (*.f64 y #s(literal 4 binary64)) z) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 128 | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| 336× | lower-fma.f64 |
| 336× | lower-fma.f32 |
| 248× | lower-*.f32 |
| 242× | lower-*.f64 |
| 98× | distribute-lft-neg-in |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 24 |
| 0 | 12 | 24 |
| 1 | 21 | 24 |
| 2 | 51 | 24 |
| 3 | 101 | 24 |
| 4 | 136 | 24 |
| 5 | 178 | 24 |
| 6 | 238 | 24 |
| 7 | 296 | 24 |
| 8 | 391 | 24 |
| 9 | 445 | 24 |
| 10 | 475 | 24 |
| 0 | 475 | 23 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
(*.f64 x x) |
x |
(*.f64 (*.f64 y #s(literal 4 binary64)) z) |
(*.f64 y #s(literal 4 binary64)) |
y |
#s(literal 4 binary64) |
z |
| Outputs |
|---|
(-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
(fma.f64 (*.f64 z y) #s(literal -4 binary64) (*.f64 x x)) |
(*.f64 x x) |
x |
(*.f64 (*.f64 y #s(literal 4 binary64)) z) |
(*.f64 z (*.f64 #s(literal 4 binary64) y)) |
(*.f64 y #s(literal 4 binary64)) |
(*.f64 #s(literal 4 binary64) y) |
y |
#s(literal 4 binary64) |
z |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 (*.f64 y #s(literal 4 binary64)) z) | |
| accuracy | 0 | (*.f64 y #s(literal 4 binary64)) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 0.8515604358302059 | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| 31.0ms | 256× | 0 | valid |
Compiled 26 to 10 computations (61.5% saved)
ival-mult: 5.0ms (76.7% of total)ival-sub: 1.0ms (15.3% 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 (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ()) |
#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ()) |
#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ()) |
#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt (pow x 2) (taylor 0 z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor 0 y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor 0 y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor 0 y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor 0 y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor 0 y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ (pow x 2) y) (* 4 z))) (taylor inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ (pow x 2) y) (* 4 z))) (taylor inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ (pow x 2) y) (* 4 z))) (taylor inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) (taylor -inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) (taylor -inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) (taylor -inf y) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 (* y z)) (taylor -inf y) (#s(alt (*.f64 (*.f64 y #s(literal 4 binary64)) z) (patch (*.f64 (*.f64 y #s(literal 4 binary64)) z) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor -inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor -inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor -inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 4 y) (taylor -inf y) (#s(alt (*.f64 y #s(literal 4 binary64)) (patch (*.f64 y #s(literal 4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor 0 x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (- (pow x 2) (* 4 (* y z))) (taylor 0 x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (- (pow x 2) (* 4 (* y z))) (taylor 0 x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (- (pow x 2) (* 4 (* y z))) (taylor 0 x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) (patch (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | -inf | ((- (* x x) (* (* y 4) z)) (* x x) (* (* y 4) z) (* y 4)) |
| 1.0ms | y | @ | 0 | ((- (* x x) (* (* y 4) z)) (* x x) (* (* y 4) z) (* y 4)) |
| 1.0ms | y | @ | inf | ((- (* x x) (* (* y 4) z)) (* x x) (* (* y 4) z) (* y 4)) |
| 1.0ms | z | @ | 0 | ((- (* x x) (* (* y 4) z)) (* x x) (* (* y 4) z) (* y 4)) |
| 1.0ms | z | @ | inf | ((- (* x x) (* (* y 4) z)) (* x x) (* (* y 4) z) (* y 4)) |
| 1× | egg-herbie |
| 4 470× | lower-fma.f64 |
| 4 470× | lower-fma.f32 |
| 3 146× | lower-*.f64 |
| 3 146× | lower-*.f32 |
| 2 108× | lower-/.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 36 | 472 |
| 1 | 96 | 472 |
| 2 | 258 | 472 |
| 3 | 1041 | 472 |
| 4 | 3039 | 472 |
| 5 | 5802 | 472 |
| 6 | 7660 | 472 |
| 0 | 8001 | 445 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* -4 (* y z)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* -4 (* y z)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 y) |
(* 4 y) |
(* 4 y) |
(* 4 y) |
(* -4 (* y z)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 y) |
(* 4 y) |
(* 4 y) |
(* 4 y) |
(* -4 (* y z)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 (* y z)) |
(* 4 y) |
(* 4 y) |
(* 4 y) |
(* 4 y) |
(* -4 (* y z)) |
(- (pow x 2) (* 4 (* y z))) |
(- (pow x 2) (* 4 (* y z))) |
(- (pow x 2) (* 4 (* y z))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
| Outputs |
|---|
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 (* y z)) |
(*.f64 #s(literal 4 binary64) (*.f64 z y)) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* 4 y) |
(*.f64 #s(literal 4 binary64) y) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
| 14 204× | lower-fma.f64 |
| 14 204× | lower-fma.f32 |
| 4 716× | lower-*.f32 |
| 4 710× | lower-*.f64 |
| 2 560× | lower-/.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 20 |
| 0 | 12 | 20 |
| 1 | 36 | 20 |
| 2 | 242 | 20 |
| 3 | 2285 | 20 |
| 0 | 8408 | 19 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
(*.f64 x x) |
(*.f64 (*.f64 y #s(literal 4 binary64)) z) |
(*.f64 y #s(literal 4 binary64)) |
| Outputs |
|---|
#<batchref> |
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Compiled 8 834 to 624 computations (92.9% saved)
3 alts after pruning (3 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 280 | 3 | 283 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 281 | 3 | 284 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 99.6% | (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
| ▶ | 53.2% | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
| ▶ | 54.4% | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
Compiled 18 to 19 computations (-5.6% saved)
| 1× | egg-herbie |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (*.f64 #s(literal -4 binary64) z) | |
| cost-diff | 0 | (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) | |
| cost-diff | 0 | (*.f64 z y) | |
| cost-diff | 0 | (*.f64 (*.f64 z y) #s(literal -4 binary64)) | |
| cost-diff | 0 | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
| 336× | lower-fma.f32 |
| 334× | lower-fma.f64 |
| 248× | lower-*.f32 |
| 240× | lower-*.f64 |
| 96× | distribute-lft-neg-in |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 61 |
| 0 | 22 | 61 |
| 1 | 39 | 59 |
| 2 | 66 | 59 |
| 3 | 105 | 59 |
| 4 | 141 | 59 |
| 5 | 183 | 59 |
| 6 | 243 | 59 |
| 7 | 304 | 59 |
| 8 | 399 | 59 |
| 9 | 453 | 59 |
| 10 | 483 | 59 |
| 0 | 483 | 59 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
(*.f64 x x) |
x |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(*.f64 z y) |
z |
y |
#s(literal -4 binary64) |
(fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
(*.f64 #s(literal -4 binary64) z) |
#s(literal -4 binary64) |
z |
y |
(*.f64 x x) |
x |
| Outputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
(*.f64 x x) |
x |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 #s(literal -4 binary64) z) y)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(*.f64 (*.f64 #s(literal -4 binary64) z) y) |
(*.f64 z y) |
z |
y |
#s(literal -4 binary64) |
(fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
(fma.f64 (*.f64 #s(literal -4 binary64) y) z (*.f64 x x)) |
(*.f64 #s(literal -4 binary64) z) |
#s(literal -4 binary64) |
z |
y |
(*.f64 x x) |
x |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 0 | (*.f64 #s(literal -4 binary64) z) | |
| accuracy | 0.24999724760556022 | (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) | |
| accuracy | 0 | (*.f64 z y) | |
| accuracy | 0.0078125 | (*.f64 (*.f64 z y) #s(literal -4 binary64)) | |
| accuracy | 29.953835644784785 | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 29.206803044149428 | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
| 25.0ms | 256× | 0 | valid |
Compiled 54 to 16 computations (70.4% saved)
ival-mult: 12.0ms (79.2% of total)ival-sub: 1.0ms (6.6% of total)ival-add: 1.0ms (6.6% 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 #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ()) |
#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ()) |
#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ()) |
#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ()) |
#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ()) |
#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ()) |
#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt (pow x 2) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor 0 z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor 0 z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor 0 z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor 0 z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor 0 z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor 0 z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* z (- (/ (pow x 2) z) (* 4 y))) (taylor inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* z (+ (* -4 y) (/ (pow x 2) z))) (taylor inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* z (+ (* -4 y) (/ (pow x 2) z))) (taylor inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* z (+ (* -4 y) (/ (pow x 2) z))) (taylor inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) (taylor -inf z) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt (*.f64 (*.f64 z y) #s(literal -4 binary64)) (patch (*.f64 (*.f64 z y) #s(literal -4 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* y z) (taylor -inf z) (#s(alt (*.f64 z y) (patch (*.f64 z y) #<representation binary64>) () ())) ()) |
#s(alt (* -4 (* y z)) (taylor -inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) (taylor -inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) (taylor -inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) (taylor -inf z) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor -inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor -inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor -inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (* -4 z) (taylor -inf z) (#s(alt (*.f64 #s(literal -4 binary64) z) (patch (*.f64 #s(literal -4 binary64) z) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor 0 y) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 y) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 y) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ (* -4 (* y z)) (pow x 2)) (taylor 0 y) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) #<representation binary64>) () ())) ()) |
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#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (*.f64 x x) (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) (patch #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (pow x 2) (taylor -inf x) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) (taylor -inf x) (#s(alt (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) (patch (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | z | @ | -inf | ((- (* x x) (* (* y 4) z)) (* x x) (- (* x x) (* (* y 4) z)) (* (* z y) -4) (* z y) (+ (* (* -4 z) y) (* x x)) (* -4 z)) |
| 1.0ms | z | @ | 0 | ((- (* x x) (* (* y 4) z)) (* x x) (- (* x x) (* (* y 4) z)) (* (* z y) -4) (* z y) (+ (* (* -4 z) y) (* x x)) (* -4 z)) |
| 1.0ms | y | @ | -inf | ((- (* x x) (* (* y 4) z)) (* x x) (- (* x x) (* (* y 4) z)) (* (* z y) -4) (* z y) (+ (* (* -4 z) y) (* x x)) (* -4 z)) |
| 1.0ms | z | @ | inf | ((- (* x x) (* (* y 4) z)) (* x x) (- (* x x) (* (* y 4) z)) (* (* z y) -4) (* z y) (+ (* (* -4 z) y) (* x x)) (* -4 z)) |
| 1.0ms | y | @ | inf | ((- (* x x) (* (* y 4) z)) (* x x) (- (* x x) (* (* y 4) z)) (* (* z y) -4) (* z y) (+ (* (* -4 z) y) (* x x)) (* -4 z)) |
| 1× | egg-herbie |
| 5 288× | lower-fma.f64 |
| 5 288× | lower-fma.f32 |
| 4 202× | lower-*.f64 |
| 4 202× | lower-*.f32 |
| 1 716× | lower-/.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 46 | 1104 |
| 1 | 134 | 1104 |
| 2 | 365 | 1104 |
| 3 | 1179 | 1104 |
| 4 | 3308 | 1104 |
| 5 | 6680 | 1104 |
| 0 | 8143 | 1023 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(* -4 z) |
(* -4 z) |
(* -4 z) |
(* -4 z) |
(* -4 (* y z)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* -4 (* y z)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -4 (* y z)) |
(* z (+ (* -4 y) (/ (pow x 2) z))) |
(* z (+ (* -4 y) (/ (pow x 2) z))) |
(* z (+ (* -4 y) (/ (pow x 2) z))) |
(* -4 z) |
(* -4 z) |
(* -4 z) |
(* -4 z) |
(* -4 (* y z)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -4 (* y z)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -4 (* y z)) |
(* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) |
(* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) |
(* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) |
(* -4 z) |
(* -4 z) |
(* -4 z) |
(* -4 z) |
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(pow x 2) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(* -4 (* y z)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* -4 (* y z)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -4 (* y z)) |
(* y (+ (* -4 z) (/ (pow x 2) y))) |
(* y (+ (* -4 z) (/ (pow x 2) y))) |
(* y (+ (* -4 z) (/ (pow x 2) y))) |
(* -4 (* y z)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -4 (* y z)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* -4 (* y z)) |
(* y z) |
(* y z) |
(* y z) |
(* y z) |
(* -4 (* y z)) |
(* -1 (* y (+ (* -1 (/ (pow x 2) y)) (* 4 z)))) |
(* -1 (* y (+ (* -1 (/ (pow x 2) y)) (* 4 z)))) |
(* -1 (* y (+ (* -1 (/ (pow x 2) y)) (* 4 z)))) |
(* -4 (* y z)) |
(- (pow x 2) (* 4 (* y z))) |
(- (pow x 2) (* 4 (* y z))) |
(- (pow x 2) (* 4 (* y z))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* -4 (* y z)) |
(- (pow x 2) (* 4 (* y z))) |
(- (pow x 2) (* 4 (* y z))) |
(- (pow x 2) (* 4 (* y z))) |
(* -4 (* y z)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(+ (* -4 (* y z)) (pow x 2)) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
| Outputs |
|---|
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (- (/ (pow x 2) z) (* 4 y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* z (+ (* -4 y) (/ (pow x 2) z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (+ (* -4 y) (/ (pow x 2) z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* z (+ (* -4 y) (/ (pow x 2) z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (- (* -1 (/ (pow x 2) z)) (* -4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* z (+ (* -1 (/ (pow x 2) z)) (* 4 y)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(* -4 z) |
(*.f64 z #s(literal -4 binary64)) |
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(pow x 2) |
(*.f64 x x) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (- (/ (pow x 2) y) (* 4 z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y (+ (* -4 z) (/ (pow x 2) y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (+ (* -4 z) (/ (pow x 2) y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* y (+ (* -4 z) (/ (pow x 2) y))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (- (* -1 (/ (pow x 2) y)) (* -4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* y z) |
(*.f64 z y) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(* -1 (* y (+ (* -1 (/ (pow x 2) y)) (* 4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (+ (* -1 (/ (pow x 2) y)) (* 4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -1 (* y (+ (* -1 (/ (pow x 2) y)) (* 4 z)))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(- (pow x 2) (* 4 (* y z))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* -4 (* y z)) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(+ (* -4 (* y z)) (pow x 2)) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(pow x 2) |
(*.f64 x x) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
(* (pow x 2) (+ 1 (* -4 (/ (* y z) (pow x 2))))) |
(fma.f64 (*.f64 y #s(literal -4 binary64)) z (*.f64 x x)) |
| 8 842× | lower-fma.f32 |
| 8 840× | lower-fma.f64 |
| 4 592× | lower-*.f32 |
| 4 584× | lower-*.f64 |
| 2 588× | lower-/.f64 |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 50 |
| 0 | 22 | 50 |
| 1 | 64 | 48 |
| 2 | 421 | 48 |
| 3 | 4757 | 48 |
| 0 | 8892 | 48 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
(*.f64 x x) |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
(*.f64 (*.f64 z y) #s(literal -4 binary64)) |
(*.f64 z y) |
(fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
(*.f64 #s(literal -4 binary64) z) |
| Outputs |
|---|
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Compiled 10 280 to 781 computations (92.4% saved)
3 alts after pruning (0 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 465 | 0 | 465 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 3 | 3 |
| Done | 0 | 0 | 0 |
| Total | 465 | 3 | 468 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 99.6% | (fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
| ✓ | 53.2% | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
| ✓ | 54.4% | #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
Compiled 45 to 34 computations (24.4% saved)
| Inputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
(fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
(-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| Outputs |
|---|
(fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
7 calls:
| 4.0ms | (*.f64 y #s(literal 4 binary64)) |
| 2.0ms | z |
| 2.0ms | x |
| 2.0ms | y |
| 2.0ms | (*.f64 (*.f64 y #s(literal 4 binary64)) z) |
| Accuracy | Segments | Branch |
|---|---|---|
| 99.6% | 1 | x |
| 99.6% | 1 | y |
| 99.6% | 1 | z |
| 99.6% | 1 | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| 99.6% | 1 | (*.f64 x x) |
| 99.6% | 1 | (*.f64 (*.f64 y #s(literal 4 binary64)) z) |
| 99.6% | 1 | (*.f64 y #s(literal 4 binary64)) |
Compiled 23 to 32 computations (-39.1% saved)
| Inputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
| Outputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
7 calls:
| 12.0ms | (*.f64 (*.f64 y #s(literal 4 binary64)) z) |
| 2.0ms | (*.f64 y #s(literal 4 binary64)) |
| 2.0ms | z |
| 2.0ms | y |
| 2.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 88.3% | 2 | x |
| 68.2% | 3 | y |
| 71.9% | 3 | z |
| 82.7% | 2 | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| 88.3% | 2 | (*.f64 x x) |
| 73.5% | 3 | (*.f64 (*.f64 y #s(literal 4 binary64)) z) |
| 68.2% | 3 | (*.f64 y #s(literal 4 binary64)) |
Compiled 23 to 32 computations (-39.1% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
| Outputs |
|---|
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
7 calls:
| 14.0ms | z |
| 1.0ms | (*.f64 y #s(literal 4 binary64)) |
| 1.0ms | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| 1.0ms | y |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 54.4% | 1 | y |
| 54.4% | 1 | (*.f64 y #s(literal 4 binary64)) |
| 54.4% | 1 | z |
| 54.4% | 1 | (*.f64 (*.f64 y #s(literal 4 binary64)) z) |
| 54.4% | 1 | (-.f64 (*.f64 x x) (*.f64 (*.f64 y #s(literal 4 binary64)) z)) |
| 54.4% | 1 | x |
| 54.4% | 1 | (*.f64 x x) |
Compiled 23 to 32 computations (-39.1% saved)
| 1× | binary-search |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 5.0ms | 5.802077376161819e-35 | 9.919240429697792e-35 |
| 3.0ms | 64× | 0 | valid |
Compiled 44 to 66 computations (-50% saved)
ival-mult: 1.0ms (71.6% of total)ival-sub: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| 6× | *-commutative-binary64-*.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 19 | 55 |
| 1 | 22 | 55 |
| 1× | saturated |
| Inputs |
|---|
(fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
(if (<=.f64 (*.f64 x x) #s(literal 3507603929594167/46768052394588893382517914646921056628989841375232 binary64)) #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x))) |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
| Outputs |
|---|
(fma.f64 (*.f64 #s(literal -4 binary64) z) y (*.f64 x x)) |
(fma.f64 (*.f64 z #s(literal -4 binary64)) y (*.f64 x x)) |
(if (<=.f64 (*.f64 x x) #s(literal 3507603929594167/46768052394588893382517914646921056628989841375232 binary64)) #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 z y) #s(literal -4 binary64))) #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x))) |
(if (<=.f64 (*.f64 x x) #s(literal 3507603929594167/46768052394588893382517914646921056628989841375232 binary64)) #s(approx (- (* x x) (* (* y 4) z)) (*.f64 (*.f64 y z) #s(literal -4 binary64))) #s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x))) |
#s(approx (- (* x x) (* (* y 4) z)) (*.f64 x x)) |
| 14 204× | lower-fma.f64 |
| 14 204× | lower-fma.f32 |
| 4 716× | lower-*.f32 |
| 4 710× | lower-*.f64 |
| 4 470× | lower-fma.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 36 | 472 |
| 1 | 96 | 472 |
| 2 | 258 | 472 |
| 3 | 1041 | 472 |
| 4 | 3039 | 472 |
| 5 | 5802 | 472 |
| 6 | 7660 | 472 |
| 0 | 8001 | 445 |
| 0 | 8 | 20 |
| 0 | 12 | 20 |
| 1 | 36 | 20 |
| 2 | 242 | 20 |
| 3 | 2285 | 20 |
| 0 | 8408 | 19 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
Compiled 56 to 39 computations (30.4% saved)
(sort y z)
(abs x)
Compiled 138 to 100 computations (27.5% saved)
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