
Time bar (total: 3.4s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 100% | 99.9% | 0% | 0.1% | 0% | 0% | 0% | 1 |
Compiled 9 to 8 computations (11.1% saved)
| 339.0ms | 8 256× | 0 | valid |
ival-mult: 117.0ms (66.9% of total)ival-sub: 44.0ms (25.1% of total)ival-true: 7.0ms (4% of total)exact: 5.0ms (2.9% of total)ival-assert: 3.0ms (1.7% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (-.f64 (*.f64 x x) y) |
| 0 | 0 | - | 0 | - | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 0 | 0 | - | 0 | - | #s(literal 1/2 binary64) |
| 0 | 0 | - | 0 | - | (*.f64 x 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 |
| 26.0ms | 512× | 0 | valid |
Compiled 65 to 28 computations (56.9% saved)
ival-mult: 10.0ms (74.4% of total)ival-sub: 2.0ms (14.9% 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 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 37 |
| 1 | 46 | 35 |
| 2 | 129 | 35 |
| 3 | 381 | 35 |
| 4 | 678 | 35 |
| 5 | 844 | 35 |
| 6 | 882 | 35 |
| 7 | 882 | 35 |
| 0 | 6 | 7 |
| 0 | 9 | 7 |
| 1 | 12 | 7 |
| 2 | 23 | 7 |
| 3 | 45 | 7 |
| 4 | 71 | 7 |
| 5 | 99 | 7 |
| 6 | 169 | 7 |
| 7 | 266 | 7 |
| 8 | 410 | 7 |
| 9 | 466 | 7 |
| 10 | 496 | 7 |
| 0 | 496 | 7 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| Outputs |
|---|
(*.f64 (-.f64 (*.f64 x x) y) #s(literal 1/2 binary64)) |
(abs x)
Compiled 7 to 6 computations (14.3% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
Compiled 7 to 6 computations (14.3% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (-.f64 (*.f64 x x) y) | |
| cost-diff | 0 | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 18 |
| 0 | 9 | 18 |
| 1 | 12 | 18 |
| 2 | 23 | 18 |
| 3 | 45 | 18 |
| 4 | 71 | 18 |
| 5 | 99 | 18 |
| 6 | 169 | 18 |
| 7 | 266 | 18 |
| 8 | 410 | 18 |
| 9 | 466 | 18 |
| 10 | 496 | 18 |
| 0 | 496 | 18 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
#s(literal 1/2 binary64) |
(-.f64 (*.f64 x x) y) |
(*.f64 x x) |
x |
y |
| Outputs |
|---|
(*.f64 (-.f64 (*.f64 x x) y) #s(literal 1/2 binary64)) |
#s(literal 1/2 binary64) |
(-.f64 (*.f64 x x) y) |
(*.f64 x x) |
x |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 0 | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) | |
| accuracy | 0.00390625 | (-.f64 (*.f64 x x) y) |
| 11.0ms | 256× | 0 | valid |
Compiled 38 to 14 computations (63.2% saved)
ival-mult: 3.0ms (61.1% of total)ival-sub: 1.0ms (20.4% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (-.f64 (*.f64 x x) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ())) ()) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | inf | ((* 1/2 (- (* x x) y)) (- (* x x) y) (* x x)) |
| 1.0ms | x | @ | 0 | ((* 1/2 (- (* x x) y)) (- (* x x) y) (* x x)) |
| 1.0ms | y | @ | inf | ((* 1/2 (- (* x x) y)) (- (* x x) y) (* x x)) |
| 1.0ms | x | @ | -inf | ((* 1/2 (- (* x x) y)) (- (* x x) y) (* x x)) |
| 1.0ms | y | @ | 0 | ((* 1/2 (- (* x x) y)) (- (* x x) y) (* x x)) |
| 1× | egg-herbie |
Useful iterations: 3 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 35 | 327 |
| 1 | 102 | 327 |
| 2 | 299 | 327 |
| 3 | 999 | 291 |
| 4 | 2507 | 291 |
| 5 | 4978 | 291 |
| 6 | 7150 | 291 |
| 0 | 8115 | 291 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* 1/2 (pow x 2)) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(pow x 2) |
(+ (* -1 y) (pow x 2)) |
(+ (* -1 y) (pow x 2)) |
(+ (* -1 y) (pow x 2)) |
(* -1/2 y) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* -1 y) |
(* y (- (/ (pow x 2) y) 1)) |
(* y (- (/ (pow x 2) y) 1)) |
(* y (- (/ (pow x 2) y) 1)) |
(* -1/2 y) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 y) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1/2 y) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(* -1 y) |
(- (pow x 2) y) |
(- (pow x 2) y) |
(- (pow x 2) y) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
| Outputs |
|---|
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 27 | 15 |
| 2 | 178 | 15 |
| 3 | 1645 | 15 |
| 0 | 8532 | 15 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
(-.f64 (*.f64 x x) y) |
(*.f64 x x) |
| Outputs |
|---|
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
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Compiled 8 480 to 913 computations (89.2% saved)
3 alts after pruning (3 fresh and 0 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 323 | 3 | 326 |
| Fresh | 0 | 0 | 0 |
| Picked | 1 | 0 | 1 |
| Done | 0 | 0 | 0 |
| Total | 324 | 3 | 327 |
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
| ▶ | 48.5% | (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
| ▶ | 53.6% | #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
Compiled 29 to 23 computations (20.7% saved)
| 1× | egg-herbie |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (neg.f64 y) | |
| cost-diff | 0 | (fma.f64 x x (neg.f64 y)) | |
| cost-diff | 0 | (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | #s(approx (- (* x x) y) (*.f64 x x)) | |
| cost-diff | 0 | (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) | |
| cost-diff | 0 | (*.f64 #s(literal -1/2 binary64) y) | |
| cost-diff | 0 | #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 15 | 58 |
| 0 | 21 | 58 |
| 1 | 36 | 58 |
| 2 | 57 | 58 |
| 3 | 82 | 58 |
| 4 | 110 | 58 |
| 5 | 180 | 58 |
| 6 | 276 | 58 |
| 7 | 414 | 58 |
| 8 | 470 | 58 |
| 9 | 502 | 58 |
| 0 | 502 | 58 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
(*.f64 #s(literal -1/2 binary64) y) |
#s(literal -1/2 binary64) |
y |
(*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
#s(literal 1/2 binary64) |
#s(approx (- (* x x) y) (*.f64 x x)) |
(*.f64 x x) |
x |
(*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
#s(literal 1/2 binary64) |
(fma.f64 x x (neg.f64 y)) |
x |
(neg.f64 y) |
y |
| Outputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
(*.f64 #s(literal -1/2 binary64) y) |
#s(literal -1/2 binary64) |
y |
(*.f64 #s(approx (- (* x x) y) (*.f64 x x)) #s(literal 1/2 binary64)) |
#s(literal 1/2 binary64) |
#s(approx (- (* x x) y) (*.f64 x x)) |
(*.f64 x x) |
x |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
#s(literal 1/2 binary64) |
(fma.f64 x x (neg.f64 y)) |
x |
(neg.f64 y) |
y |
Found 8 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (fma.f64 x x (neg.f64 y)) | |
| accuracy | 0 | (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) | |
| accuracy | 0 | (neg.f64 y) | |
| accuracy | 0 | (*.f64 x x) | |
| accuracy | 0 | (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) | |
| accuracy | 32.97199815639388 | #s(approx (- (* x x) y) (*.f64 x x)) | |
| accuracy | 0 | (*.f64 #s(literal -1/2 binary64) y) | |
| accuracy | 29.679212593198198 | #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
| 176.0ms | 256× | 0 | valid |
Compiled 108 to 29 computations (73.1% saved)
ival-sub: 16.0ms (63% of total)ival-mult: 6.0ms (23.6% of total)ival-add: 1.0ms (3.9% of total)ival-neg: 1.0ms (3.9% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 x x) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (- (* x x) y) (*.f64 x x)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal -1/2 binary64) y) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) #<representation binary64>) () ())) ()) |
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#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch (fma.f64 x x (neg.f64 y)) #<representation binary64>) () ())) ()) |
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6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | inf | ((* 1/2 (- (* x x) y)) (* -1/2 y) (* 1/2 (- (* x x) y)) (- (* x x) y) (* x x) (* 1/2 (+ (* x x) (neg y))) (+ (* x x) (neg y)) (neg y)) |
| 1.0ms | y | @ | -inf | ((* 1/2 (- (* x x) y)) (* -1/2 y) (* 1/2 (- (* x x) y)) (- (* x x) y) (* x x) (* 1/2 (+ (* x x) (neg y))) (+ (* x x) (neg y)) (neg y)) |
| 1.0ms | x | @ | inf | ((* 1/2 (- (* x x) y)) (* -1/2 y) (* 1/2 (- (* x x) y)) (- (* x x) y) (* x x) (* 1/2 (+ (* x x) (neg y))) (+ (* x x) (neg y)) (neg y)) |
| 0.0ms | y | @ | 0 | ((* 1/2 (- (* x x) y)) (* -1/2 y) (* 1/2 (- (* x x) y)) (- (* x x) y) (* x x) (* 1/2 (+ (* x x) (neg y))) (+ (* x x) (neg y)) (neg y)) |
| 0.0ms | x | @ | -inf | ((* 1/2 (- (* x x) y)) (* -1/2 y) (* 1/2 (- (* x x) y)) (- (* x x) y) (* x x) (* 1/2 (+ (* x x) (neg y))) (+ (* x x) (neg y)) (neg y)) |
| 1× | egg-herbie |
Useful iterations: 3 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 35 | 864 |
| 1 | 102 | 864 |
| 2 | 299 | 864 |
| 3 | 999 | 756 |
| 4 | 2507 | 756 |
| 5 | 4978 | 756 |
| 6 | 7152 | 756 |
| 0 | 8113 | 756 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* 1/2 (pow x 2)) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* 1/2 (pow x 2)) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(pow x 2) |
(+ (* -1 y) (pow x 2)) |
(+ (* -1 y) (pow x 2)) |
(+ (* -1 y) (pow x 2)) |
(* 1/2 (pow x 2)) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(pow x 2) |
(+ (* -1 y) (pow x 2)) |
(+ (* -1 y) (pow x 2)) |
(+ (* -1 y) (pow x 2)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1/2 y) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* -1 y) |
(* y (- (/ (pow x 2) y) 1)) |
(* y (- (/ (pow x 2) y) 1)) |
(* y (- (/ (pow x 2) y) 1)) |
(* -1/2 y) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* -1 y) |
(* y (- (/ (pow x 2) y) 1)) |
(* y (- (/ (pow x 2) y) 1)) |
(* y (- (/ (pow x 2) y) 1)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1/2 y) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* -1/2 y) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 y) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1/2 y) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 y) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1 (* -1 (/ (pow x 2) y))))) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1/2 y) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(* -1/2 y) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(* -1 y) |
(- (pow x 2) y) |
(- (pow x 2) y) |
(- (pow x 2) y) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* -1/2 y) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(* -1 y) |
(- (pow x 2) y) |
(- (pow x 2) y) |
(- (pow x 2) y) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(pow x 2) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(pow x 2) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1 (* -1 (/ y (pow x 2))))) |
| Outputs |
|---|
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(neg.f64 y) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(neg.f64 y) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 x x) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 x x) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
(fma.f64 x x (neg.f64 y)) |
Useful iterations: 2 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 15 | 51 |
| 0 | 21 | 51 |
| 1 | 61 | 51 |
| 2 | 382 | 45 |
| 3 | 3700 | 45 |
| 0 | 8812 | 45 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
#s(approx (- (* x x) y) (*.f64 x x)) |
(*.f64 x x) |
(*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
(fma.f64 x x (neg.f64 y)) |
(neg.f64 y) |
| Outputs |
|---|
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Compiled 9 097 to 1 059 computations (88.4% saved)
4 alts after pruning (1 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 458 | 1 | 459 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 3 | 3 |
| Done | 0 | 0 | 0 |
| Total | 458 | 4 | 462 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
| ✓ | 48.5% | (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
| ▶ | 2.3% | #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
| ✓ | 53.6% | #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
Compiled 40 to 32 computations (20% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y #s(literal 1/2 binary64)) | |
| cost-diff | 0 | #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 16 |
| 0 | 9 | 16 |
| 1 | 13 | 16 |
| 2 | 24 | 16 |
| 3 | 42 | 16 |
| 4 | 65 | 16 |
| 5 | 93 | 16 |
| 6 | 163 | 16 |
| 7 | 260 | 16 |
| 8 | 410 | 16 |
| 9 | 465 | 16 |
| 10 | 499 | 16 |
| 0 | 499 | 16 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
(*.f64 y #s(literal 1/2 binary64)) |
y |
#s(literal 1/2 binary64) |
| Outputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
(*.f64 y #s(literal 1/2 binary64)) |
y |
#s(literal 1/2 binary64) |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (*.f64 y #s(literal 1/2 binary64)) | |
| accuracy | 62.513059153953115 | #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
| 12.0ms | 256× | 0 | valid |
Compiled 30 to 18 computations (40% saved)
ival-mult: 5.0ms (81.5% of total)ival-sub: 1.0ms (16.3% 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 #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ()) |
#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf y) (#s(alt #<batchref> (patch (*.f64 y #s(literal 1/2 binary64)) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor 0 x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
#s(alt #<batchref> (taylor -inf x) (#s(alt #<batchref> (patch #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) #<representation binary64>) () ())) ()) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | y | @ | -inf | ((* 1/2 (- (* x x) y)) (* y 1/2)) |
| 0.0ms | y | @ | 0 | ((* 1/2 (- (* x x) y)) (* y 1/2)) |
| 0.0ms | y | @ | inf | ((* 1/2 (- (* x x) y)) (* y 1/2)) |
| 0.0ms | x | @ | -inf | ((* 1/2 (- (* x x) y)) (* y 1/2)) |
| 0.0ms | x | @ | inf | ((* 1/2 (- (* x x) y)) (* y 1/2)) |
| 1× | egg-herbie |
Useful iterations: 4 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 23 | 222 |
| 1 | 56 | 222 |
| 2 | 151 | 222 |
| 3 | 376 | 204 |
| 4 | 1028 | 186 |
| 5 | 3443 | 186 |
| 6 | 6166 | 186 |
| 0 | 8201 | 186 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(* 1/2 (pow x 2)) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(* 1/2 y) |
(* 1/2 y) |
(* 1/2 y) |
(* 1/2 y) |
(* -1/2 y) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* y (- (* 1/2 (/ (pow x 2) y)) 1/2)) |
(* 1/2 y) |
(* 1/2 y) |
(* 1/2 y) |
(* 1/2 y) |
(* -1/2 y) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* -1 (* y (+ 1/2 (* -1/2 (/ (pow x 2) y))))) |
(* 1/2 y) |
(* 1/2 y) |
(* 1/2 y) |
(* 1/2 y) |
(* -1/2 y) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(+ (* -1/2 y) (* 1/2 (pow x 2))) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* 1/2 (pow x 2)) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
(* (pow x 2) (+ 1/2 (* -1/2 (/ y (pow x 2))))) |
| Outputs |
|---|
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 y #s(literal 1/2 binary64)) |
(*.f64 #s(literal -1/2 binary64) y) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (*.f64 x x) #s(literal 1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
(*.f64 (-.f64 y (*.f64 x x)) #s(literal -1/2 binary64)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 14 |
| 0 | 9 | 14 |
| 1 | 28 | 14 |
| 2 | 179 | 14 |
| 3 | 1646 | 14 |
| 0 | 8542 | 14 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
(*.f64 y #s(literal 1/2 binary64)) |
| Outputs |
|---|
#<batchref> |
#<batchref> |
#<batchref> |
Compiled 555 to 23 computations (95.9% saved)
4 alts after pruning (0 fresh and 4 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 39 | 0 | 39 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 3 | 3 |
| Total | 39 | 4 | 43 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
| ✓ | 48.5% | (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
| ✓ | 2.3% | #s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
| ✓ | 53.6% | #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
Compiled 87 to 52 computations (40.2% saved)
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
#s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
(*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
(*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
(*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
| Outputs |
|---|
(*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
5 calls:
| 12.0ms | (-.f64 (*.f64 x x) y) |
| 3.0ms | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 2.0ms | y |
| 2.0ms | x |
| 2.0ms | (*.f64 x x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 100.0% | 1 | (-.f64 (*.f64 x x) y) |
| 100.0% | 1 | (*.f64 x x) |
Compiled 17 to 17 computations (0% saved)
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
#s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
(*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
(*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| Outputs |
|---|
(*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
5 calls:
| 4.0ms | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 2.0ms | (-.f64 (*.f64 x x) y) |
| 2.0ms | y |
| 2.0ms | x |
| 2.0ms | (*.f64 x x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 100.0% | 1 | (-.f64 (*.f64 x x) y) |
| 100.0% | 1 | (*.f64 x x) |
Compiled 17 to 17 computations (0% saved)
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
#s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
(*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
| Outputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
(*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x))) |
5 calls:
| 2.0ms | y |
| 2.0ms | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 2.0ms | x |
| 2.0ms | (-.f64 (*.f64 x x) y) |
| 2.0ms | (*.f64 x x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 90.5% | 2 | x |
| 63.3% | 3 | y |
| 80.4% | 2 | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 80.4% | 2 | (-.f64 (*.f64 x x) y) |
| 90.5% | 2 | (*.f64 x x) |
Compiled 17 to 17 computations (0% saved)
Total -33.4b remaining (-112.5%)
Threshold costs -33.4b (-112.5%)
| Inputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
#s(approx (* 1/2 (- (* x x) y)) (*.f64 y #s(literal 1/2 binary64))) |
| Outputs |
|---|
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
5 calls:
| 2.0ms | x |
| 2.0ms | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 2.0ms | y |
| 2.0ms | (-.f64 (*.f64 x x) y) |
| 1.0ms | (*.f64 x x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 53.6% | 1 | y |
| 53.6% | 1 | (*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
| 53.6% | 1 | (-.f64 (*.f64 x x) y) |
| 53.6% | 1 | x |
| 53.6% | 1 | (*.f64 x x) |
Compiled 17 to 17 computations (0% saved)
| 1× | binary-search |
| 1× | narrow-enough |
| Time | Left | Right |
|---|---|---|
| 12.0ms | 1419975028006.8562 | 7.033702711679282e+22 |
| 6.0ms | 160× | 0 | valid |
Compiled 210 to 191 computations (9% saved)
ival-sub: 1.0ms (47.3% of total)ival-mult: 1.0ms (47.3% 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 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 20 | 53 |
| 1 | 29 | 53 |
| 2 | 32 | 53 |
| 3 | 33 | 53 |
| 1× | saturated |
| Inputs |
|---|
(*.f64 #s(literal 1/2 binary64) (fma.f64 x x (neg.f64 y))) |
(*.f64 #s(literal 1/2 binary64) (-.f64 (*.f64 x x) y)) |
(if (<=.f64 (*.f64 x x) #s(literal 36000000000000 binary64)) #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) (*.f64 #s(literal 1/2 binary64) #s(approx (- (* x x) y) (*.f64 x x)))) |
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
| Outputs |
|---|
(*.f64 (fma.f64 x x (neg.f64 y)) #s(literal 1/2 binary64)) |
(*.f64 (-.f64 (*.f64 x x) y) #s(literal 1/2 binary64)) |
(if (<=.f64 (*.f64 x x) #s(literal 36000000000000 binary64)) #s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) (*.f64 #s(approx (- (* x x) y) (*.f64 x x)) #s(literal 1/2 binary64))) |
#s(approx (* 1/2 (- (* x x) y)) (*.f64 #s(literal -1/2 binary64) y)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 15 |
| 1 | 27 | 15 |
| 2 | 178 | 15 |
| 3 | 1645 | 15 |
| 0 | 8532 | 15 |
| 0 | 35 | 327 |
| 1 | 102 | 327 |
| 2 | 299 | 327 |
| 3 | 999 | 291 |
| 4 | 2507 | 291 |
| 5 | 4978 | 291 |
| 6 | 7150 | 291 |
| 0 | 8115 | 291 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
Compiled 78 to 43 computations (44.9% saved)
(abs x)
Compiled 162 to 90 computations (44.4% saved)
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