
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 7 to 6 computations (14.3% saved)
| 264.0ms | 8 256× | 0 | valid |
ival-add: 94.0ms (91.8% of total)ival-true: 5.0ms (4.9% of total)ival-assert: 3.0ms (2.9% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (+.f64 x y) |
| 0 | 0 | - | 0 | - | (+.f64 (+.f64 x y) x) |
| 0 | 0 | - | 0 | - | x |
| Predicted + | Predicted - | |
|---|---|---|
| + | 0 | 0 |
| - | 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 256 |
| number | freq |
|---|---|
| 0 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 0 | 0 | 1 |
| 17.0ms | 512× | 0 | valid |
Compiled 31 to 16 computations (48.4% saved)
ival-add: 6.0ms (98.5% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| 82× | distribute-rgt-in |
| 72× | sub-neg |
| 62× | cancel-sign-sub-inv |
| 60× | associate-+l- |
| 50× | associate--r+ |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 27 |
| 1 | 38 | 25 |
| 2 | 98 | 25 |
| 3 | 254 | 25 |
| 4 | 431 | 25 |
| 5 | 506 | 25 |
| 6 | 518 | 25 |
| 0 | 4 | 5 |
| 0 | 6 | 5 |
| 1 | 9 | 5 |
| 2 | 12 | 5 |
| 3 | 14 | 5 |
| 4 | 15 | 5 |
| 0 | 15 | 4 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(+.f64 (+.f64 x y) x) |
| Outputs |
|---|
(+.f64 (+.f64 x y) x) |
(+.f64 x (+.f64 x y)) |
Compiled 7 to 4 computations (42.9% saved)
Compiled 2 to 2 computations (0% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 99.9% | (+.f64 (+.f64 x y) x) |
Compiled 7 to 4 computations (42.9% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (+.f64 x y) | |
| cost-diff | 0 | (+.f64 (+.f64 x y) x) |
| 14× | lower-+.f32 |
| 10× | lower-+.f64 |
| 4× | associate-+l+ |
| 4× | lift-+.f64 |
| 4× | lower-*.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 4 | 10 |
| 0 | 6 | 10 |
| 1 | 9 | 10 |
| 2 | 12 | 10 |
| 3 | 14 | 10 |
| 4 | 15 | 10 |
| 0 | 15 | 9 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 (+.f64 x y) x) |
(+.f64 x y) |
x |
y |
| Outputs |
|---|
(+.f64 (+.f64 x y) x) |
(+.f64 x (+.f64 x y)) |
(+.f64 x y) |
x |
y |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (+.f64 x y) | |
| accuracy | 0.0390625 | (+.f64 (+.f64 x y) x) |
| 36.0ms | 256× | 0 | valid |
Compiled 12 to 6 computations (50% saved)
ival-add: 3.0ms (108.2% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ()) |
#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt y (taylor 0 x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt y (taylor inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt y (taylor -inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt (+.f64 (+.f64 x y) x) (patch (+.f64 (+.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt y (taylor 0 x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x y) (taylor 0 x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x y) (taylor 0 x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x y) (taylor 0 x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt x (taylor inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (/ y x))) (taylor inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (/ y x))) (taylor inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (/ y x))) (taylor inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt x (taylor -inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 1))) (taylor -inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 1))) (taylor -inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 1))) (taylor -inf x) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt x (taylor 0 y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x y) (taylor 0 y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x y) (taylor 0 y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x y) (taylor 0 y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt y (taylor inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (/ x y))) (taylor inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (/ x y))) (taylor inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (/ x y))) (taylor inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt y (taylor -inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) 1))) (taylor -inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) 1))) (taylor -inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -1 (/ x y)) 1))) (taylor -inf y) (#s(alt (+.f64 x y) (patch (+.f64 x y) #<representation binary64>) () ())) ()) |
12 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | inf | (+ (+ x y) x) |
| 0.0ms | y | @ | 0 | (+ (+ x y) x) |
| 0.0ms | x | @ | 0 | (+ (+ x y) x) |
| 0.0ms | y | @ | inf | (+ (+ x y) x) |
| 0.0ms | x | @ | -inf | (+ (+ x y) x) |
| 1× | egg-herbie |
| 8 404× | lower-fma.f64 |
| 8 404× | lower-fma.f32 |
| 2 172× | lower-*.f64 |
| 2 172× | lower-*.f32 |
| 1 692× | lower-/.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 35 | 162 |
| 1 | 102 | 162 |
| 2 | 231 | 162 |
| 3 | 691 | 162 |
| 4 | 1802 | 162 |
| 5 | 2753 | 162 |
| 6 | 3810 | 162 |
| 7 | 4278 | 162 |
| 8 | 4562 | 162 |
| 9 | 4657 | 162 |
| 10 | 6558 | 162 |
| 0 | 8343 | 144 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(* 2 x) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* 2 x) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* 2 x) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
y |
(+ x y) |
(+ x y) |
(+ x y) |
x |
(* x (+ 1 (/ y x))) |
(* x (+ 1 (/ y x))) |
(* x (+ 1 (/ y x))) |
x |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
x |
(+ x y) |
(+ x y) |
(+ x y) |
y |
(* y (+ 1 (/ x y))) |
(* y (+ 1 (/ x y))) |
(* y (+ 1 (/ x y))) |
y |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
| Outputs |
|---|
y |
(+ y (* 2 x)) |
(fma.f64 x #s(literal 2 binary64) y) |
(+ y (* 2 x)) |
(fma.f64 x #s(literal 2 binary64) y) |
(+ y (* 2 x)) |
(fma.f64 x #s(literal 2 binary64) y) |
(* 2 x) |
(*.f64 x #s(literal 2 binary64)) |
(* x (+ 2 (/ y x))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* x (+ 2 (/ y x))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* x (+ 2 (/ y x))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* 2 x) |
(*.f64 x #s(literal 2 binary64)) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* 2 x) |
(*.f64 x #s(literal 2 binary64)) |
(+ y (* 2 x)) |
(fma.f64 x #s(literal 2 binary64) y) |
(+ y (* 2 x)) |
(fma.f64 x #s(literal 2 binary64) y) |
(+ y (* 2 x)) |
(fma.f64 x #s(literal 2 binary64) y) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 x #s(literal 2 binary64) y) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 x #s(literal 2 binary64) y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 x #s(literal 2 binary64) y) |
y |
(+ x y) |
(+.f64 y x) |
(+ x y) |
(+.f64 y x) |
(+ x y) |
(+.f64 y x) |
x |
(* x (+ 1 (/ y x))) |
(+.f64 y x) |
(* x (+ 1 (/ y x))) |
(+.f64 y x) |
(* x (+ 1 (/ y x))) |
(+.f64 y x) |
x |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(+.f64 y x) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(+.f64 y x) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(+.f64 y x) |
x |
(+ x y) |
(+.f64 y x) |
(+ x y) |
(+.f64 y x) |
(+ x y) |
(+.f64 y x) |
y |
(* y (+ 1 (/ x y))) |
(+.f64 y x) |
(* y (+ 1 (/ x y))) |
(+.f64 y x) |
(* y (+ 1 (/ x y))) |
(+.f64 y x) |
y |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(+.f64 y x) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(+.f64 y x) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
(+.f64 y x) |
| 5 968× | lower-fma.f64 |
| 5 968× | lower-fma.f32 |
| 4 498× | lower-*.f64 |
| 4 498× | lower-*.f32 |
| 2 178× | lower-/.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 4 | 8 |
| 0 | 6 | 8 |
| 1 | 32 | 8 |
| 2 | 279 | 8 |
| 3 | 4621 | 8 |
| 0 | 8114 | 7 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(+.f64 (+.f64 x y) x) |
(+.f64 x y) |
| Outputs |
|---|
(+.f64 x (+.f64 x y)) |
(+.f64 y (+.f64 x x)) |
(+.f64 (+.f64 x y) x) |
(+.f64 (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(+.f64 (+.f64 x x) y) |
(exp.f64 (*.f64 (log.f64 (/.f64 #s(literal 1 binary64) (+.f64 x (+.f64 x y)))) #s(literal -1 binary64))) |
(-.f64 (/.f64 (*.f64 x x) (-.f64 x y)) (-.f64 (/.f64 (*.f64 y y) (-.f64 x y)) x)) |
(-.f64 (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64)))) |
(-.f64 (/.f64 (*.f64 x x) (neg.f64 y)) (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (neg.f64 y))) |
(-.f64 (+.f64 x (/.f64 (*.f64 x x) (-.f64 x y))) (/.f64 (*.f64 y y) (-.f64 x y))) |
(fma.f64 (+.f64 x y) (*.f64 (-.f64 x y) (/.f64 #s(literal 1 binary64) (-.f64 x y))) x) |
(fma.f64 (+.f64 x y) (/.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64))) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(fma.f64 (+.f64 x y) (/.f64 (-.f64 x y) (-.f64 x y)) x) |
(fma.f64 (+.f64 x y) (pow.f64 (*.f64 (-.f64 x y) (/.f64 #s(literal 1 binary64) (-.f64 x y))) #s(literal 1 binary64)) x) |
(fma.f64 (+.f64 x y) (pow.f64 (/.f64 (-.f64 x y) (-.f64 x y)) #s(literal 1 binary64)) x) |
(fma.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y))) x) |
(fma.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (*.f64 (+.f64 x y) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y)))) x) |
(fma.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (/.f64 (+.f64 x y) (fma.f64 x (-.f64 x y) (*.f64 y y))) x) |
(fma.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (/.f64 #s(literal 1 binary64) (+.f64 y #s(literal 0 binary64))) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(fma.f64 (*.f64 (+.f64 x y) (-.f64 x y)) (/.f64 #s(literal 1 binary64) (-.f64 x y)) x) |
(fma.f64 #s(literal 2 binary64) x y) |
(fma.f64 (neg.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)))) x) |
(fma.f64 (neg.f64 (*.f64 (+.f64 x y) (-.f64 x y))) (/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 x y))) x) |
(fma.f64 #s(literal 1 binary64) (+.f64 x y) x) |
(fma.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y))) (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) x) |
(fma.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y))) (pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y)))) #s(literal -1 binary64)) x) |
(fma.f64 (/.f64 #s(literal 1 binary64) (-.f64 x y)) (*.f64 (+.f64 x y) (-.f64 x y)) x) |
(fma.f64 (/.f64 #s(literal 1 binary64) (-.f64 x y)) (pow.f64 (/.f64 #s(literal 1 binary64) (*.f64 (+.f64 x y) (-.f64 x y))) #s(literal -1 binary64)) x) |
(fma.f64 (*.f64 (+.f64 x y) (-.f64 y x)) (/.f64 #s(literal 1 binary64) (-.f64 y x)) x) |
(fma.f64 (/.f64 (*.f64 (+.f64 x y) (-.f64 x y)) (*.f64 (+.f64 x y) (-.f64 x y))) (+.f64 x y) x) |
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(*.f64 (pow.f64 (/.f64 (-.f64 x y) (*.f64 (fma.f64 x x (*.f64 y y)) (*.f64 (+.f64 x y) (-.f64 x y)))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 x x (*.f64 y y)))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (fma.f64 (*.f64 y (*.f64 y y)) (*.f64 y (*.f64 (*.f64 y (*.f64 y y)) (*.f64 y y))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x)))))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 x (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x x)) (*.f64 (*.f64 y (*.f64 y y)) (-.f64 (*.f64 y (*.f64 y y)) (*.f64 x (*.f64 x x))))))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (*.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) (*.f64 (fma.f64 y (+.f64 x y) (*.f64 x x)) (-.f64 x y)))) #s(literal -1 binary64)) (/.f64 #s(literal 1 binary64) (*.f64 (fma.f64 y (+.f64 x y) (*.f64 x x)) (-.f64 x y)))) |
(*.f64 (pow.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) #s(literal 1 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y))) #s(literal 1 binary64)) (pow.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) #s(literal 1 binary64)) (pow.f64 (*.f64 (+.f64 x y) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y)))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) #s(literal 1 binary64)) (pow.f64 (/.f64 (+.f64 x y) (fma.f64 x (-.f64 x y) (*.f64 y y))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (*.f64 (+.f64 x y) (-.f64 x y)) #s(literal 1 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) (-.f64 x y)) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 #s(literal 1 binary64) (-.f64 x y)) #s(literal 1 binary64)) (pow.f64 (*.f64 (+.f64 x y) (-.f64 x y)) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (neg.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y)))) #s(literal 1 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (neg.f64 (*.f64 (+.f64 x y) (-.f64 x y))) #s(literal 1 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 x y))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (*.f64 (+.f64 x y) (-.f64 y x)) #s(literal 1 binary64)) (pow.f64 (/.f64 #s(literal 1 binary64) (-.f64 y x)) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 (*.f64 (+.f64 x y) (-.f64 x y)) (*.f64 (+.f64 x y) (-.f64 x y))) #s(literal 1 binary64)) (+.f64 x y)) |
(*.f64 (pow.f64 (/.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) (fma.f64 (*.f64 y (*.f64 y y)) (*.f64 (*.f64 (-.f64 y x) (-.f64 y x)) (-.f64 y x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x))))) #s(literal 1 binary64)) (pow.f64 (fma.f64 (*.f64 y (-.f64 y x)) (-.f64 (*.f64 y (-.f64 y x)) (*.f64 x x)) (*.f64 x (*.f64 x (*.f64 x x)))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) (*.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (-.f64 (*.f64 x x) (*.f64 y (-.f64 y x))))) #s(literal 1 binary64)) (pow.f64 (-.f64 (*.f64 x x) (*.f64 y (-.f64 y x))) #s(literal 1 binary64))) |
(*.f64 (pow.f64 (/.f64 (*.f64 (+.f64 x y) (-.f64 x y)) (*.f64 (fma.f64 y (+.f64 x y) (*.f64 x x)) (-.f64 x y))) #s(literal 1 binary64)) (pow.f64 (fma.f64 y (+.f64 x y) (*.f64 x x)) #s(literal 1 binary64))) |
(*.f64 (exp.f64 (log.f64 (*.f64 (+.f64 x y) (-.f64 x y)))) (exp.f64 (neg.f64 (log.f64 (-.f64 x y))))) |
(*.f64 (exp.f64 (log.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))))) (exp.f64 (neg.f64 (log.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)))))) |
Compiled 6 227 to 610 computations (90.2% saved)
2 alts after pruning (2 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 242 | 2 | 244 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 243 | 2 | 245 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (fma.f64 #s(literal 2 binary64) x y) |
| ▶ | 53.1% | #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
Compiled 12 to 8 computations (33.3% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (fma.f64 #s(literal 2 binary64) x y) | |
| cost-diff | 0 | #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) | |
| cost-diff | 128 | (*.f64 x #s(literal 2 binary64)) |
| 14× | lower-+.f64 |
| 14× | lower-+.f32 |
| 6× | +-commutative |
| 4× | associate-+l+ |
| 4× | lower-fma.f32 |
Useful iterations: 2 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 21 |
| 0 | 11 | 22 |
| 1 | 16 | 22 |
| 2 | 19 | 20 |
| 3 | 19 | 20 |
| 0 | 19 | 20 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
(*.f64 x #s(literal 2 binary64)) |
x |
#s(literal 2 binary64) |
(fma.f64 #s(literal 2 binary64) x y) |
#s(literal 2 binary64) |
x |
y |
| Outputs |
|---|
#s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
#s(approx (+ (+ x y) x) (+.f64 x x)) |
(*.f64 x #s(literal 2 binary64)) |
(+.f64 x x) |
x |
#s(literal 2 binary64) |
(fma.f64 #s(literal 2 binary64) x y) |
(+.f64 x (+.f64 x y)) |
#s(literal 2 binary64) |
x |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (fma.f64 #s(literal 2 binary64) x y) | |
| accuracy | 0 | (*.f64 x #s(literal 2 binary64)) | |
| accuracy | 30.034651630487215 | #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
| 23.0ms | 256× | 0 | valid |
Compiled 20 to 10 computations (50% saved)
ival-mult: 7.0ms (65.7% of total)ival-add: 4.0ms (37.5% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ()) |
#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ()) |
#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt (* 2 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (*.f64 x #s(literal 2 binary64)) (patch (*.f64 x #s(literal 2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt y (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt y (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt y (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) (patch #s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt y (taylor 0 x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt y (taylor inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt y (taylor -inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt (fma.f64 #s(literal 2 binary64) x y) (patch (fma.f64 #s(literal 2 binary64) x y) #<representation binary64>) () ())) ()) |
15 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | -inf | (* x 2) |
| 0.0ms | x | @ | inf | (* x 2) |
| 0.0ms | x | @ | 0 | (* x 2) |
| 0.0ms | x | @ | 0 | (+ (* 2 x) y) |
| 0.0ms | x | @ | inf | (+ (* 2 x) y) |
| 1× | egg-herbie |
| 4 188× | lower-/.f32 |
| 4 188× | lower-/.f64 |
| 3 610× | associate-/r* |
| 2 352× | lower-fma.f64 |
| 2 352× | lower-fma.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 23 | 240 |
| 1 | 64 | 240 |
| 2 | 141 | 240 |
| 3 | 395 | 240 |
| 4 | 1103 | 240 |
| 5 | 2528 | 240 |
| 6 | 3417 | 240 |
| 7 | 4291 | 240 |
| 8 | 4767 | 240 |
| 9 | 4942 | 240 |
| 10 | 5032 | 240 |
| 11 | 5730 | 240 |
| 12 | 6046 | 240 |
| 13 | 6050 | 240 |
| 14 | 6050 | 240 |
| 15 | 6050 | 240 |
| 0 | 8061 | 204 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
y |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(* 2 x) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* 2 x) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* 2 x) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
y |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(* 2 x) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* 2 x) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* 2 x) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
| Outputs |
|---|
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
y |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
y |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
| 4 950× | lower-fma.f32 |
| 4 948× | lower-fma.f64 |
| 4 332× | lower-*.f32 |
| 4 330× | lower-*.f64 |
| 2 798× | lower-/.f64 |
Useful iterations: 2 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 16 |
| 0 | 11 | 17 |
| 1 | 49 | 17 |
| 2 | 405 | 15 |
| 3 | 6034 | 15 |
| 0 | 8038 | 15 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 x #s(literal 2 binary64)) |
#s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
(fma.f64 #s(literal 2 binary64) x y) |
| Outputs |
|---|
(+.f64 x x) |
(/.f64 (fma.f64 x (*.f64 x x) (*.f64 x (*.f64 x x))) (fma.f64 x x (-.f64 (*.f64 x x) (*.f64 x x)))) |
(/.f64 (-.f64 (*.f64 x x) (*.f64 x x)) #s(literal 0 binary64)) |
(*.f64 x #s(literal 2 binary64)) |
(*.f64 #s(literal 2 binary64) x) |
#s(approx (+ (+ x y) x) (+.f64 x x)) |
(+.f64 x (+.f64 x y)) |
(+.f64 y (+.f64 x x)) |
(+.f64 (+.f64 x y) x) |
(+.f64 (+.f64 x x) y) |
(+.f64 (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(+.f64 (/.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(exp.f64 (*.f64 (log.f64 (/.f64 #s(literal 1 binary64) (+.f64 x (+.f64 x y)))) #s(literal -1 binary64))) |
(-.f64 (*.f64 x (/.f64 x (-.f64 x y))) (-.f64 (/.f64 (*.f64 y y) (-.f64 x y)) x)) |
(-.f64 (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64)))) |
(-.f64 (/.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (-.f64 (+.f64 x x) y)) (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y))) |
(-.f64 (/.f64 (*.f64 y y) (-.f64 y (+.f64 x x))) (/.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (-.f64 y (+.f64 x x)))) |
(-.f64 (/.f64 (*.f64 x x) (neg.f64 y)) (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (neg.f64 y))) |
(-.f64 (+.f64 x (*.f64 x (/.f64 x (-.f64 x y)))) (/.f64 (*.f64 y y) (-.f64 x y))) |
(fma.f64 x #s(literal 2 binary64) y) |
(fma.f64 x (/.f64 (*.f64 x #s(literal 4 binary64)) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
(fma.f64 #s(literal 2 binary64) (/.f64 (*.f64 x (+.f64 x x)) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (+.f64 x y) (*.f64 (-.f64 x y) (/.f64 #s(literal 1 binary64) (-.f64 x y))) x) |
(fma.f64 (+.f64 x y) (/.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64))) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(fma.f64 (+.f64 x y) (/.f64 (-.f64 x y) (-.f64 x y)) x) |
(fma.f64 (+.f64 x x) (/.f64 (+.f64 x x) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y))) x) |
(fma.f64 (*.f64 x x) (/.f64 #s(literal 4 binary64) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (*.f64 (+.f64 x y) (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y)))) x) |
(fma.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (/.f64 (+.f64 x y) (fma.f64 x (-.f64 x y) (*.f64 y y))) x) |
(fma.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (/.f64 #s(literal 1 binary64) (+.f64 y #s(literal 0 binary64))) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(fma.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (*.f64 (+.f64 x y) (-.f64 x y)) (/.f64 #s(literal 1 binary64) (-.f64 x y)) x) |
(fma.f64 (neg.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)))) x) |
(fma.f64 (neg.f64 (*.f64 (+.f64 x y) (-.f64 x y))) (/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 x y))) x) |
(fma.f64 #s(literal 1 binary64) (+.f64 x y) x) |
(fma.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (-.f64 x y) (*.f64 y y))) (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) x) |
(fma.f64 (/.f64 #s(literal 1 binary64) (-.f64 x y)) (*.f64 (+.f64 x y) (-.f64 x y)) x) |
(fma.f64 (*.f64 (+.f64 x y) (-.f64 y x)) (/.f64 #s(literal 1 binary64) (-.f64 y x)) x) |
(fma.f64 #s(literal 4 binary64) (/.f64 (*.f64 x x) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (*.f64 x #s(literal 4 binary64)) (/.f64 x (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (*.f64 x (+.f64 x x)) (/.f64 #s(literal 2 binary64) (-.f64 (+.f64 x x) y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (/.f64 (*.f64 (+.f64 x y) (-.f64 x y)) (*.f64 (+.f64 x y) (-.f64 x y))) (+.f64 x y) x) |
(fma.f64 (/.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y))) (+.f64 x (+.f64 x y)) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (/.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64))) (*.f64 y (*.f64 y y)))) (fma.f64 y (+.f64 x (+.f64 x y)) (*.f64 x (*.f64 x #s(literal 4 binary64)))) (neg.f64 (/.f64 (*.f64 y y) (-.f64 (+.f64 x x) y)))) |
(fma.f64 (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (*.f64 (+.f64 x (+.f64 x y)) (+.f64 y #s(literal 0 binary64)))) (+.f64 x (+.f64 x y)) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(fma.f64 (/.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (*.f64 (fma.f64 x (+.f64 x (+.f64 x y)) (*.f64 (+.f64 x y) (+.f64 x y))) (+.f64 y #s(literal 0 binary64)))) (fma.f64 x (+.f64 x (+.f64 x y)) (*.f64 (+.f64 x y) (+.f64 x y))) (neg.f64 (/.f64 (*.f64 x x) (+.f64 y #s(literal 0 binary64))))) |
(fma.f64 (/.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) (fma.f64 x (*.f64 (*.f64 x x) (*.f64 x (*.f64 x x))) (*.f64 (*.f64 y (-.f64 y x)) (*.f64 (*.f64 y (-.f64 y x)) (*.f64 y (-.f64 y x)))))) (fma.f64 (*.f64 y (-.f64 y x)) (-.f64 (*.f64 y (-.f64 y x)) (*.f64 x x)) (*.f64 x (*.f64 x (*.f64 x x)))) x) |
(fma.f64 (/.f64 (fma.f64 x (*.f64 x x) (*.f64 y (*.f64 y y))) (*.f64 (fma.f64 x (-.f64 x y) (*.f64 y y)) (-.f64 (*.f64 x x) (*.f64 y (-.f64 y x))))) (-.f64 (*.f64 x x) (*.f64 y (-.f64 y x))) x) |
(fma.f64 (/.f64 (*.f64 (+.f64 x y) (-.f64 x y)) (*.f64 (fma.f64 y (+.f64 x y) (*.f64 x x)) (-.f64 x y))) (fma.f64 y (+.f64 x y) (*.f64 x x)) x) |
(neg.f64 (/.f64 (fma.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64)) (*.f64 y (*.f64 y y))) (neg.f64 (fma.f64 (+.f64 x x) (-.f64 (+.f64 x x) y) (*.f64 y y))))) |
(neg.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y)) (neg.f64 (-.f64 (+.f64 x x) y)))) |
(neg.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x))) (neg.f64 (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x))))) |
(neg.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (+.f64 (neg.f64 y) #s(literal 0 binary64)))) |
(neg.f64 (/.f64 (neg.f64 (fma.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64)) (*.f64 y (*.f64 y y)))) (fma.f64 (+.f64 x x) (-.f64 (+.f64 x x) y) (*.f64 y y)))) |
(neg.f64 (/.f64 (neg.f64 (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y))) (-.f64 (+.f64 x x) y))) |
(neg.f64 (/.f64 (neg.f64 (*.f64 (+.f64 x (+.f64 x y)) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x)))) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x)))) |
(neg.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (+.f64 (neg.f64 y) #s(literal 0 binary64))) (+.f64 y #s(literal 0 binary64)))) |
(/.f64 (*.f64 (+.f64 x (+.f64 x y)) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x))) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x))) |
(/.f64 (fma.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64)) (*.f64 y (*.f64 y y))) (fma.f64 (+.f64 x x) (-.f64 (+.f64 x x) y) (*.f64 y y))) |
(/.f64 (*.f64 (+.f64 x (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (+.f64 y #s(literal 0 binary64))) |
(/.f64 (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y)) (-.f64 (+.f64 x x) y)) |
(/.f64 (neg.f64 (*.f64 (+.f64 x (+.f64 x y)) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x)))) (neg.f64 (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x)))) |
(/.f64 (*.f64 (+.f64 x (+.f64 x y)) (+.f64 (neg.f64 y) #s(literal 0 binary64))) (+.f64 (neg.f64 y) #s(literal 0 binary64))) |
(/.f64 (neg.f64 (fma.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64)) (*.f64 y (*.f64 y y)))) (neg.f64 (fma.f64 (+.f64 x x) (-.f64 (+.f64 x x) y) (*.f64 y y)))) |
(/.f64 (neg.f64 (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y))) (neg.f64 (-.f64 (+.f64 x x) y))) |
(/.f64 (fma.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x)))) #s(literal 512 binary64) (*.f64 (*.f64 y (*.f64 y y)) (*.f64 (*.f64 y (*.f64 y y)) (*.f64 y (*.f64 y y))))) (*.f64 (fma.f64 (+.f64 x x) (-.f64 (+.f64 x x) y) (*.f64 y y)) (fma.f64 (*.f64 y (*.f64 y y)) (-.f64 (*.f64 y (*.f64 y y)) (*.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64)))) (*.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x))) #s(literal 64 binary64))))) |
(/.f64 (fma.f64 (*.f64 (+.f64 x y) (*.f64 (+.f64 x y) (+.f64 x y))) (*.f64 (+.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (*.f64 (+.f64 x y) (*.f64 (+.f64 x y) (+.f64 x y))))) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x))))) (*.f64 (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x)) (fma.f64 (+.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (*.f64 (+.f64 x y) (*.f64 (+.f64 x y) (+.f64 x y)))) (*.f64 (*.f64 x (*.f64 x x)) (-.f64 (*.f64 x (*.f64 x x)) (*.f64 (+.f64 x y) (*.f64 (+.f64 x y) (+.f64 x y)))))))) |
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (+.f64 x (+.f64 x y)))) |
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) (+.f64 x (+.f64 x y))) #s(literal 1 binary64))) |
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 y (+.f64 x x)) (fma.f64 y y (*.f64 #s(literal -4 binary64) (*.f64 x x))))) |
(/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 y) (*.f64 (+.f64 x (+.f64 x y)) (neg.f64 y)))) |
(/.f64 (fma.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x))) #s(literal 64 binary64) (neg.f64 (*.f64 (*.f64 y (*.f64 y y)) (*.f64 y (*.f64 y y))))) (*.f64 (fma.f64 (+.f64 x x) (-.f64 (+.f64 x x) y) (*.f64 y y)) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64))) (*.f64 y (*.f64 y y))))) |
(/.f64 (fma.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x))) #s(literal 64 binary64) (neg.f64 (*.f64 (*.f64 y (*.f64 y y)) (*.f64 y (*.f64 y y))))) (*.f64 (-.f64 (+.f64 x x) y) (fma.f64 (*.f64 y y) (fma.f64 x (*.f64 x #s(literal 4 binary64)) (*.f64 y y)) (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) #s(literal 16 binary64))))) |
(/.f64 (fma.f64 y y (*.f64 #s(literal -4 binary64) (*.f64 x x))) (-.f64 y (+.f64 x x))) |
(/.f64 (*.f64 (+.f64 x (+.f64 x y)) (neg.f64 y)) (neg.f64 y)) |
(/.f64 (*.f64 (*.f64 (+.f64 x (+.f64 x y)) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x))) (*.f64 (fma.f64 x (+.f64 x (+.f64 x y)) (*.f64 (+.f64 x y) (+.f64 x y))) (+.f64 y #s(literal 0 binary64)))) (*.f64 (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x)) (*.f64 (fma.f64 x (+.f64 x (+.f64 x y)) (*.f64 (+.f64 x y) (+.f64 x y))) (+.f64 y #s(literal 0 binary64))))) |
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(*.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y)) (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y))) (+.f64 x (+.f64 x y))) |
(*.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (*.f64 (+.f64 x (+.f64 x y)) (+.f64 y #s(literal 0 binary64)))) (+.f64 x (+.f64 x y))) |
(*.f64 (/.f64 (fma.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64)) (*.f64 y (*.f64 y y))) (fma.f64 (*.f64 y (-.f64 y (+.f64 x x))) (*.f64 y (*.f64 (-.f64 y (+.f64 x x)) (*.f64 y (-.f64 y (+.f64 x x))))) (*.f64 (*.f64 (*.f64 x (*.f64 x x)) (*.f64 x (*.f64 x x))) #s(literal 64 binary64)))) (fma.f64 (*.f64 y (-.f64 y (+.f64 x x))) (-.f64 (*.f64 y (-.f64 y (+.f64 x x))) (*.f64 x (*.f64 x #s(literal 4 binary64)))) (*.f64 (*.f64 x (*.f64 x (*.f64 x x))) #s(literal 16 binary64)))) |
(*.f64 (/.f64 (fma.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64)) (*.f64 y (*.f64 y y))) (*.f64 (fma.f64 (+.f64 x x) (-.f64 (+.f64 x x) y) (*.f64 y y)) (-.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (*.f64 y (-.f64 y (+.f64 x x)))))) (-.f64 (*.f64 x (*.f64 x #s(literal 4 binary64))) (*.f64 y (-.f64 y (+.f64 x x))))) |
(*.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (-.f64 (+.f64 x x) y)) (-.f64 (*.f64 x (*.f64 (*.f64 x x) #s(literal 8 binary64))) (*.f64 y (*.f64 y y)))) (fma.f64 y (+.f64 x (+.f64 x y)) (*.f64 x (*.f64 x #s(literal 4 binary64))))) |
(*.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x))) (fma.f64 (+.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (*.f64 (+.f64 x y) (*.f64 (+.f64 x y) (+.f64 x y)))) (*.f64 (*.f64 x (neg.f64 y)) (*.f64 (*.f64 x (neg.f64 y)) (*.f64 x (neg.f64 y)))))) (fma.f64 (+.f64 x y) (*.f64 (+.f64 x y) (*.f64 (+.f64 x y) (+.f64 x y))) (*.f64 (*.f64 x (neg.f64 y)) (-.f64 (*.f64 x (neg.f64 y)) (*.f64 (+.f64 x y) (+.f64 x y)))))) |
(*.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x))) (*.f64 (fma.f64 (+.f64 x y) (+.f64 y #s(literal 0 binary64)) (*.f64 x x)) (-.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (*.f64 x (neg.f64 y))))) (-.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (*.f64 x (neg.f64 y)))) |
(*.f64 (/.f64 (*.f64 (+.f64 x (+.f64 x y)) (+.f64 y #s(literal 0 binary64))) (*.f64 (fma.f64 x (+.f64 x (+.f64 x y)) (*.f64 (+.f64 x y) (+.f64 x y))) (+.f64 y #s(literal 0 binary64)))) (fma.f64 x (+.f64 x (+.f64 x y)) (*.f64 (+.f64 x y) (+.f64 x y)))) |
Compiled 4 730 to 420 computations (91.1% saved)
2 alts after pruning (1 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 202 | 1 | 203 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 1 | 2 |
| Done | 0 | 0 | 0 |
| Total | 203 | 2 | 205 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 #s(literal 2 binary64) x y) |
| ▶ | 53.1% | #s(approx (+ (+ x y) x) (+.f64 x x)) |
Compiled 12 to 7 computations (41.7% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (+.f64 x x) | |
| cost-diff | 0 | #s(approx (+ (+ x y) x) (+.f64 x x)) |
| 14× | lower-+.f32 |
| 12× | lower-+.f64 |
| 4× | associate-+l+ |
| 4× | lower-*.f64 |
| 4× | lower-fma.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 13 |
| 0 | 7 | 13 |
| 1 | 12 | 13 |
| 2 | 15 | 13 |
| 0 | 15 | 12 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
(+.f64 x x) |
x |
| Outputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
(+.f64 x x) |
x |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (+.f64 x x) | |
| accuracy | 30.034651630487215 | #s(approx (+ (+ x y) x) (+.f64 x x)) |
| 8.0ms | 256× | 0 | valid |
Compiled 11 to 7 computations (36.4% saved)
ival-add: 3.0ms (87.2% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ()) |
#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt y (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 2 (/ y x))) (taylor inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (* -1 (/ y x)) 2))) (taylor -inf x) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (+ y (* 2 x)) (taylor 0 y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt y (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* y (+ 1 (* 2 (/ x y)))) (taylor inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt y (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (* -2 (/ x y)) 1))) (taylor -inf y) (#s(alt #s(approx (+ (+ x y) x) (+.f64 x x)) (patch #s(approx (+ (+ x y) x) (+.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor 0 x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt (* 2 x) (taylor -inf x) (#s(alt (+.f64 x x) (patch (+.f64 x x) #<representation binary64>) () ())) ()) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | inf | (+ x x) |
| 0.0ms | x | @ | 0 | (+ (+ x y) x) |
| 0.0ms | x | @ | -inf | (+ x x) |
| 0.0ms | x | @ | 0 | (+ x x) |
| 0.0ms | x | @ | inf | (+ (+ x y) x) |
| 1× | egg-herbie |
| 4 188× | lower-/.f32 |
| 4 188× | lower-/.f64 |
| 3 708× | associate-/r* |
| 2 352× | lower-fma.f64 |
| 2 352× | lower-fma.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 23 | 138 |
| 1 | 64 | 138 |
| 2 | 141 | 138 |
| 3 | 395 | 138 |
| 4 | 1104 | 138 |
| 5 | 2534 | 138 |
| 6 | 3433 | 138 |
| 7 | 4306 | 138 |
| 8 | 4782 | 138 |
| 9 | 4957 | 138 |
| 10 | 5047 | 138 |
| 11 | 5745 | 138 |
| 12 | 6061 | 138 |
| 13 | 6065 | 138 |
| 14 | 6065 | 138 |
| 15 | 6065 | 138 |
| 0 | 8138 | 120 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
y |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(* 2 x) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* x (+ 2 (/ y x))) |
(* 2 x) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(* 2 x) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
(+ y (* 2 x)) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
(* y (+ 1 (* 2 (/ x y)))) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
(* 2 x) |
| Outputs |
|---|
y |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* x (+ 2 (/ y x))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* x (- (* -1 (/ y x)) 2))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
(+ y (* 2 x)) |
(fma.f64 #s(literal 2 binary64) x y) |
y |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* y (+ 1 (* 2 (/ x y)))) |
(fma.f64 #s(literal 2 binary64) x y) |
y |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* -1 (* y (- (* -2 (/ x y)) 1))) |
(fma.f64 #s(literal 2 binary64) x y) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
(* 2 x) |
(*.f64 #s(literal 2 binary64) x) |
| 148× | lower-*.f64 |
| 148× | lower-*.f32 |
| 146× | lower-/.f64 |
| 146× | lower-/.f32 |
| 136× | lower-fma.f64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 12 |
| 0 | 7 | 12 |
| 1 | 41 | 12 |
| 0 | 346 | 11 |
| 1× | iter limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | unsound |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
(+.f64 x x) |
| Outputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
(+.f64 x x) |
(-.f64 (/.f64 (*.f64 x x) #s(literal 0 binary64)) (/.f64 (*.f64 x x) #s(literal 0 binary64))) |
(/.f64 (*.f64 (fma.f64 x x #s(literal 0 binary64)) (+.f64 x x)) (fma.f64 x x #s(literal 0 binary64))) |
(/.f64 #s(literal 0 binary64) #s(literal 0 binary64)) |
(/.f64 (neg.f64 (*.f64 (fma.f64 x x #s(literal 0 binary64)) (+.f64 x x))) (neg.f64 (fma.f64 x x #s(literal 0 binary64)))) |
(/.f64 #s(literal 1 binary64) (+.f64 x x)) |
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x #s(literal 0 binary64)) (*.f64 (fma.f64 x x #s(literal 0 binary64)) (+.f64 x x)))) |
(*.f64 x #s(literal 2 binary64)) |
(*.f64 (*.f64 (fma.f64 x x #s(literal 0 binary64)) (+.f64 x x)) (/.f64 #s(literal 1 binary64) (fma.f64 x x #s(literal 0 binary64)))) |
(*.f64 #s(literal 0 binary64) (/.f64 #s(literal 1 binary64) #s(literal 0 binary64))) |
(*.f64 #s(literal 2 binary64) x) |
Compiled 270 to 26 computations (90.4% saved)
2 alts after pruning (0 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 45 | 0 | 45 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 1 | 1 |
| Total | 45 | 2 | 47 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (fma.f64 #s(literal 2 binary64) x y) |
| ✓ | 53.1% | #s(approx (+ (+ x y) x) (+.f64 x x)) |
Compiled 31 to 15 computations (51.6% saved)
| Inputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
#s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
(+.f64 (+.f64 x y) x) |
(fma.f64 #s(literal 2 binary64) x y) |
| Outputs |
|---|
(fma.f64 #s(literal 2 binary64) x y) |
3 calls:
| 8.0ms | (+.f64 (+.f64 x y) x) |
| 2.0ms | y |
| 2.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (+.f64 (+.f64 x y) x) |
Compiled 13 to 8 computations (38.5% saved)
| Inputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
#s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
(+.f64 (+.f64 x y) x) |
| Outputs |
|---|
(+.f64 (+.f64 x y) x) |
3 calls:
| 2.0ms | (+.f64 (+.f64 x y) x) |
| 2.0ms | x |
| 2.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 99.9% | 1 | x |
| 99.9% | 1 | y |
| 99.9% | 1 | (+.f64 (+.f64 x y) x) |
Compiled 13 to 8 computations (38.5% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
#s(approx (+ (+ x y) x) (*.f64 x #s(literal 2 binary64))) |
| Outputs |
|---|
#s(approx (+ (+ x y) x) (+.f64 x x)) |
3 calls:
| 4.0ms | y |
| 2.0ms | (+.f64 (+.f64 x y) x) |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 53.1% | 1 | x |
| 53.1% | 1 | y |
| 53.1% | 1 | (+.f64 (+.f64 x y) x) |
Compiled 13 to 8 computations (38.5% saved)
| 1× | egg-herbie |
| 4× | +-commutative_binary64 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 18 |
| 1 | 12 | 18 |
| 1× | saturated |
| Inputs |
|---|
(fma.f64 #s(literal 2 binary64) x y) |
(+.f64 (+.f64 x y) x) |
#s(approx (+ (+ x y) x) (+.f64 x x)) |
| Outputs |
|---|
(fma.f64 #s(literal 2 binary64) x y) |
(+.f64 (+.f64 x y) x) |
(+.f64 x (+.f64 x y)) |
#s(approx (+ (+ x y) x) (+.f64 x x)) |
| 8 404× | lower-fma.f64 |
| 8 404× | lower-fma.f32 |
| 5 968× | lower-fma.f64 |
| 5 968× | lower-fma.f32 |
| 4 950× | lower-fma.f32 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 4 | 8 |
| 0 | 6 | 8 |
| 1 | 32 | 8 |
| 2 | 279 | 8 |
| 3 | 4621 | 8 |
| 0 | 8114 | 7 |
| 0 | 35 | 162 |
| 1 | 102 | 162 |
| 2 | 231 | 162 |
| 3 | 691 | 162 |
| 4 | 1802 | 162 |
| 5 | 2753 | 162 |
| 6 | 3810 | 162 |
| 7 | 4278 | 162 |
| 8 | 4562 | 162 |
| 9 | 4657 | 162 |
| 10 | 6558 | 162 |
| 0 | 8343 | 144 |
| 0 | 8 | 16 |
| 0 | 11 | 17 |
| 1 | 49 | 17 |
| 2 | 405 | 15 |
| 3 | 6034 | 15 |
| 0 | 8038 | 15 |
| 1× | done |
| 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 37 to 21 computations (43.2% saved)
Compiled 58 to 32 computations (44.8% saved)
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