
Time bar (total: 3.0s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 1 |
| 50% | 50% | 50% | 0.1% | 0% | 0% | 0% | 2 |
| 50% | 50% | 50% | 0.1% | 0% | 0% | 0% | 3 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 4 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 5 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 6 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 7 |
| 93.8% | 93.7% | 6.2% | 0.1% | 0% | 0% | 0% | 8 |
| 93.8% | 93.7% | 6.2% | 0.1% | 0% | 0% | 0% | 9 |
| 96.9% | 96.8% | 3.1% | 0.1% | 0% | 0% | 0% | 10 |
| 96.9% | 96.8% | 3.1% | 0.1% | 0% | 0% | 0% | 11 |
| 98.4% | 98.3% | 1.6% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 7 to 6 computations (14.3% saved)
| 814.0ms | 8 256× | 0 | valid |
ival-sub: 317.0ms (79.7% of total)ival-div: 70.0ms (17.6% of total)ival-true: 6.0ms (1.5% of total)ival-assert: 4.0ms (1% 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 |
| 56.0ms | 512× | 0 | valid |
Compiled 39 to 20 computations (48.7% saved)
ival-div: 4.0ms (54.1% of total)ival-sub: 3.0ms (40.6% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 35 |
| 1 | 44 | 27 |
| 2 | 129 | 25 |
| 3 | 347 | 25 |
| 4 | 825 | 25 |
| 5 | 1162 | 25 |
| 6 | 1200 | 25 |
| 7 | 1228 | 25 |
| 8 | 1283 | 25 |
| 9 | 1303 | 25 |
| 0 | 4 | 5 |
| 0 | 6 | 5 |
| 1 | 11 | 5 |
| 2 | 19 | 5 |
| 3 | 32 | 5 |
| 4 | 55 | 5 |
| 5 | 88 | 5 |
| 6 | 129 | 5 |
| 7 | 258 | 5 |
| 8 | 547 | 5 |
| 9 | 610 | 5 |
| 10 | 628 | 5 |
| 11 | 652 | 5 |
| 12 | 653 | 5 |
| 0 | 653 | 5 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(/.f64 (-.f64 x y) x) |
| Outputs |
|---|
(/.f64 (-.f64 x y) x) |
Compiled 5 to 4 computations (20% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 100.0% | (/.f64 (-.f64 x y) x) |
Compiled 5 to 4 computations (20% 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) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 4 | 10 |
| 0 | 6 | 10 |
| 1 | 11 | 10 |
| 2 | 19 | 10 |
| 3 | 32 | 10 |
| 4 | 55 | 10 |
| 5 | 88 | 10 |
| 6 | 129 | 10 |
| 7 | 258 | 10 |
| 8 | 547 | 10 |
| 9 | 610 | 10 |
| 10 | 628 | 10 |
| 11 | 652 | 10 |
| 12 | 653 | 10 |
| 0 | 653 | 10 |
| 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 y) |
x |
y |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 (-.f64 x y) x) | |
| accuracy | 0 | (-.f64 x y) |
| 9.0ms | 256× | 0 | valid |
Compiled 22 to 10 computations (54.5% saved)
ival-div: 2.0ms (54.5% of total)ival-sub: 1.0ms (27.2% 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 1 (taylor 0 y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt x (taylor 0 y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 y)) (taylor 0 y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 y)) (taylor 0 y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 y)) (taylor 0 y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) 1)) (taylor inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) 1)) (taylor inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) 1)) (taylor inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor -inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor -inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (+ 1 (* -1 (/ x y))))) (taylor -inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (+ 1 (* -1 (/ x y))))) (taylor -inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (+ 1 (* -1 (/ x y))))) (taylor -inf y) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor 0 x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 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 1 (taylor inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt x (taylor inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ y x)))) (taylor inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ y x)))) (taylor inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ y x)))) (taylor inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt 1 (taylor -inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt (/.f64 (-.f64 x y) x) (patch (/.f64 (-.f64 x y) x) #<representation binary64>) () ())) ()) |
#s(alt x (taylor -inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ y x) 1))) (taylor -inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ y x) 1))) (taylor -inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ y x) 1))) (taylor -inf x) (#s(alt (-.f64 x y) (patch (-.f64 x y) #<representation binary64>) () ())) ()) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | -inf | ((/ (- x y) x) (- x y)) |
| 1.0ms | y | @ | -inf | ((/ (- x y) x) (- x y)) |
| 0.0ms | y | @ | inf | ((/ (- x y) x) (- x y)) |
| 0.0ms | x | @ | inf | ((/ (- x y) x) (- x y)) |
| 0.0ms | y | @ | 0 | ((/ (- x y) x) (- x y)) |
| 1× | egg-herbie |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 29 | 186 |
| 1 | 78 | 168 |
| 2 | 219 | 168 |
| 3 | 570 | 168 |
| 4 | 1458 | 168 |
| 5 | 2857 | 168 |
| 6 | 3896 | 168 |
| 7 | 4683 | 168 |
| 8 | 5005 | 168 |
| 9 | 5246 | 168 |
| 10 | 7496 | 168 |
| 11 | 7990 | 168 |
| 0 | 8114 | 168 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
x |
(+ x (* -1 y)) |
(+ x (* -1 y)) |
(+ x (* -1 y)) |
(* -1 (/ y x)) |
(* y (- (/ 1 y) (/ 1 x))) |
(* y (- (/ 1 y) (/ 1 x))) |
(* y (- (/ 1 y) (/ 1 x))) |
(* -1 y) |
(* y (- (/ x y) 1)) |
(* y (- (/ x y) 1)) |
(* y (- (/ x y) 1)) |
(* -1 (/ y x)) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(* -1 (/ y x)) |
(/ (+ x (* -1 y)) x) |
(/ (+ x (* -1 y)) x) |
(/ (+ x (* -1 y)) x) |
(* -1 y) |
(- x y) |
(- x y) |
(- x y) |
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
x |
(* x (+ 1 (* -1 (/ y x)))) |
(* x (+ 1 (* -1 (/ y x)))) |
(* x (+ 1 (* -1 (/ y x)))) |
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
x |
(* -1 (* x (- (/ y x) 1))) |
(* -1 (* x (- (/ y x) 1))) |
(* -1 (* x (- (/ y x) 1))) |
| Outputs |
|---|
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
x |
(+ x (* -1 y)) |
(-.f64 x y) |
(+ x (* -1 y)) |
(-.f64 x y) |
(+ x (* -1 y)) |
(-.f64 x y) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* -1 y) |
(neg.f64 y) |
(* y (- (/ x y) 1)) |
(-.f64 x y) |
(* y (- (/ x y) 1)) |
(-.f64 x y) |
(* y (- (/ x y) 1)) |
(-.f64 x y) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 y) |
(neg.f64 y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(-.f64 x y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(-.f64 x y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(-.f64 x y) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(* -1 y) |
(neg.f64 y) |
(- x y) |
(-.f64 x y) |
(- x y) |
(-.f64 x y) |
(- x y) |
(-.f64 x y) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
x |
(* x (+ 1 (* -1 (/ y x)))) |
(-.f64 x y) |
(* x (+ 1 (* -1 (/ y x)))) |
(-.f64 x y) |
(* x (+ 1 (* -1 (/ y x)))) |
(-.f64 x y) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
x |
(* -1 (* x (- (/ y x) 1))) |
(-.f64 x y) |
(* -1 (* x (- (/ y x) 1))) |
(-.f64 x y) |
(* -1 (* x (- (/ y x) 1))) |
(-.f64 x y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 4 | 8 |
| 0 | 6 | 8 |
| 1 | 32 | 8 |
| 2 | 236 | 8 |
| 3 | 2382 | 8 |
| 0 | 8414 | 8 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(/.f64 (-.f64 x y) x) |
(-.f64 x y) |
| Outputs |
|---|
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Compiled 10 355 to 1 296 computations (87.5% saved)
3 alts after pruning (2 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 474 | 2 | 476 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 474 | 3 | 477 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (/.f64 (-.f64 x y) x) |
| ▶ | 53.9% | (/.f64 #s(approx (- x y) (neg.f64 y)) x) |
| ▶ | 47.3% | #s(approx (/ (- x y) x) #s(literal 1 binary64)) |
Compiled 12 to 13 computations (-8.3% saved)
| 1× | egg-herbie |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (neg.f64 y) | |
| cost-diff | 0 | #s(approx (- x y) (neg.f64 y)) | |
| cost-diff | 0 | (/.f64 #s(approx (- x y) (neg.f64 y)) x) | |
| cost-diff | 0 | #s(approx (/ (- x y) x) #s(literal 1 binary64)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 26 |
| 0 | 11 | 26 |
| 1 | 20 | 26 |
| 2 | 28 | 26 |
| 3 | 43 | 26 |
| 4 | 67 | 26 |
| 5 | 104 | 26 |
| 6 | 144 | 26 |
| 7 | 276 | 26 |
| 8 | 557 | 26 |
| 9 | 655 | 26 |
| 10 | 697 | 26 |
| 11 | 730 | 26 |
| 12 | 755 | 26 |
| 13 | 764 | 26 |
| 0 | 764 | 26 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
#s(literal 1 binary64) |
(/.f64 #s(approx (- x y) (neg.f64 y)) x) |
#s(approx (- x y) (neg.f64 y)) |
(neg.f64 y) |
y |
x |
| Outputs |
|---|
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
#s(literal 1 binary64) |
(/.f64 #s(approx (- x y) (neg.f64 y)) x) |
#s(approx (- x y) (neg.f64 y)) |
(neg.f64 y) |
y |
x |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0 | (/.f64 #s(approx (- x y) (neg.f64 y)) x) | |
| accuracy | 0 | (neg.f64 y) | |
| accuracy | 29.630945655020305 | #s(approx (- x y) (neg.f64 y)) | |
| accuracy | 33.71918299964973 | #s(approx (/ (- x y) x) #s(literal 1 binary64)) |
| 12.0ms | 256× | 0 | valid |
Compiled 35 to 15 computations (57.1% saved)
ival-sub: 2.0ms (40.8% of total)ival-div: 2.0ms (40.8% of total)ival-neg: 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 #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ()) |
#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ()) |
#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ()) |
#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ()) |
| Outputs |
|---|
#s(alt 1 (taylor 0 y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt 1 (taylor 0 y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor 0 y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt x (taylor 0 y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 y)) (taylor 0 y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 y)) (taylor 0 y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (+ x (* -1 y)) (taylor 0 y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor 0 y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor 0 y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor 0 y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor 0 y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ 1 y) (/ 1 x))) (taylor inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) 1)) (taylor inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) 1)) (taylor inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* y (- (/ x y) 1)) (taylor inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor -inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor -inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (- (/ 1 x) (/ 1 y)))) (taylor -inf y) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor -inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (+ 1 (* -1 (/ x y))))) (taylor -inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (+ 1 (* -1 (/ x y))))) (taylor -inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* y (+ 1 (* -1 (/ x y))))) (taylor -inf y) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor -inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor -inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor -inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor -inf y) (#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor 0 x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (/ y x)) (taylor 0 x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (/ (+ x (* -1 y)) x) (taylor 0 x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (* -1 y) (taylor 0 x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (- x y) (taylor 0 x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (- x y) (taylor 0 x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (- x y) (taylor 0 x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt 1 (taylor inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt 1 (taylor inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt x (taylor inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ y x)))) (taylor inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ y x)))) (taylor inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* x (+ 1 (* -1 (/ y x)))) (taylor inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt 1 (taylor -inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt #s(approx (/ (- x y) x) #s(literal 1 binary64)) (patch #s(approx (/ (- x y) x) #s(literal 1 binary64)) #<representation binary64>) () ())) ()) |
#s(alt 1 (taylor -inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt (+ 1 (* -1 (/ y x))) (taylor -inf x) (#s(alt (/.f64 #s(approx (- x y) (neg.f64 y)) x) (patch (/.f64 #s(approx (- x y) (neg.f64 y)) x) #<representation binary64>) () ())) ()) |
#s(alt x (taylor -inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ y x) 1))) (taylor -inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ y x) 1))) (taylor -inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
#s(alt (* -1 (* x (- (/ y x) 1))) (taylor -inf x) (#s(alt #s(approx (- x y) (neg.f64 y)) (patch #s(approx (- x y) (neg.f64 y)) #<representation binary64>) () ())) ()) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | y | @ | inf | ((/ (- x y) x) (/ (- x y) x) (- x y) (neg y)) |
| 0.0ms | y | @ | -inf | ((/ (- x y) x) (/ (- x y) x) (- x y) (neg y)) |
| 0.0ms | x | @ | inf | ((/ (- x y) x) (/ (- x y) x) (- x y) (neg y)) |
| 0.0ms | x | @ | -inf | ((/ (- x y) x) (/ (- x y) x) (- x y) (neg y)) |
| 0.0ms | y | @ | 0 | ((/ (- x y) x) (/ (- x y) x) (- x y) (neg y)) |
| 1× | egg-herbie |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 29 | 333 |
| 1 | 78 | 297 |
| 2 | 219 | 297 |
| 3 | 570 | 297 |
| 4 | 1458 | 297 |
| 5 | 2857 | 297 |
| 6 | 3896 | 297 |
| 7 | 4683 | 297 |
| 8 | 5005 | 297 |
| 9 | 5246 | 297 |
| 10 | 7496 | 297 |
| 11 | 7990 | 297 |
| 0 | 8114 | 297 |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
x |
(+ x (* -1 y)) |
(+ x (* -1 y)) |
(+ x (* -1 y)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 (/ y x)) |
(* y (- (/ 1 y) (/ 1 x))) |
(* y (- (/ 1 y) (/ 1 x))) |
(* y (- (/ 1 y) (/ 1 x))) |
(* -1 (/ y x)) |
(* y (- (/ 1 y) (/ 1 x))) |
(* y (- (/ 1 y) (/ 1 x))) |
(* y (- (/ 1 y) (/ 1 x))) |
(* -1 y) |
(* y (- (/ x y) 1)) |
(* y (- (/ x y) 1)) |
(* y (- (/ x y) 1)) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 (/ y x)) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 (/ y x)) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(* -1 y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 y) |
(* -1 (/ y x)) |
(/ (+ x (* -1 y)) x) |
(/ (+ x (* -1 y)) x) |
(/ (+ x (* -1 y)) x) |
(* -1 (/ y x)) |
(/ (+ x (* -1 y)) x) |
(/ (+ x (* -1 y)) x) |
(/ (+ x (* -1 y)) x) |
(* -1 y) |
(- x y) |
(- x y) |
(- x y) |
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
x |
(* x (+ 1 (* -1 (/ y x)))) |
(* x (+ 1 (* -1 (/ y x)))) |
(* x (+ 1 (* -1 (/ y x)))) |
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
1 |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
(+ 1 (* -1 (/ y x))) |
x |
(* -1 (* x (- (/ y x) 1))) |
(* -1 (* x (- (/ y x) 1))) |
(* -1 (* x (- (/ y x) 1))) |
| Outputs |
|---|
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
x |
(+ x (* -1 y)) |
(-.f64 x y) |
(+ x (* -1 y)) |
(-.f64 x y) |
(+ x (* -1 y)) |
(-.f64 x y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* y (- (/ 1 y) (/ 1 x))) |
(/.f64 (-.f64 x y) x) |
(* -1 y) |
(neg.f64 y) |
(* y (- (/ x y) 1)) |
(-.f64 x y) |
(* y (- (/ x y) 1)) |
(-.f64 x y) |
(* y (- (/ x y) 1)) |
(-.f64 x y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 (* y (- (/ 1 x) (/ 1 y)))) |
(/.f64 (-.f64 x y) x) |
(* -1 y) |
(neg.f64 y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(-.f64 x y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(-.f64 x y) |
(* -1 (* y (+ 1 (* -1 (/ x y))))) |
(-.f64 x y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 y) |
(neg.f64 y) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(* -1 (/ y x)) |
(/.f64 (neg.f64 y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(/ (+ x (* -1 y)) x) |
(/.f64 (-.f64 x y) x) |
(* -1 y) |
(neg.f64 y) |
(- x y) |
(-.f64 x y) |
(- x y) |
(-.f64 x y) |
(- x y) |
(-.f64 x y) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
x |
(* x (+ 1 (* -1 (/ y x)))) |
(-.f64 x y) |
(* x (+ 1 (* -1 (/ y x)))) |
(-.f64 x y) |
(* x (+ 1 (* -1 (/ y x)))) |
(-.f64 x y) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
1 |
#s(literal 1 binary64) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
(+ 1 (* -1 (/ y x))) |
(/.f64 (-.f64 x y) x) |
x |
(* -1 (* x (- (/ y x) 1))) |
(-.f64 x y) |
(* -1 (* x (- (/ y x) 1))) |
(-.f64 x y) |
(* -1 (* x (- (/ y x) 1))) |
(-.f64 x y) |
Useful iterations: 3 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 23 |
| 0 | 11 | 23 |
| 1 | 45 | 23 |
| 2 | 280 | 23 |
| 3 | 2718 | 20 |
| 0 | 9691 | 20 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
(/.f64 #s(approx (- x y) (neg.f64 y)) x) |
#s(approx (- x y) (neg.f64 y)) |
(neg.f64 y) |
| Outputs |
|---|
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
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#<batchref> |
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#<batchref> |
#<batchref> |
#<batchref> |
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#<batchref> |
#<batchref> |
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#<batchref> |
#<batchref> |
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#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
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#<batchref> |
#<batchref> |
#<batchref> |
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#<batchref> |
#<batchref> |
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#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
#<batchref> |
Compiled 1 098 to 221 computations (79.9% saved)
3 alts after pruning (0 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 157 | 0 | 157 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 2 | 2 |
| Done | 0 | 1 | 1 |
| Total | 157 | 3 | 160 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 100.0% | (/.f64 (-.f64 x y) x) |
| ✓ | 53.9% | (/.f64 #s(approx (- x y) (neg.f64 y)) x) |
| ✓ | 47.3% | #s(approx (/ (- x y) x) #s(literal 1 binary64)) |
Compiled 24 to 22 computations (8.3% saved)
| Inputs |
|---|
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
(/.f64 #s(approx (- x y) (neg.f64 y)) x) |
(/.f64 (-.f64 x y) x) |
| Outputs |
|---|
(/.f64 (-.f64 x y) x) |
3 calls:
| 2.0ms | x |
| 2.0ms | y |
| 2.0ms | (/.f64 (-.f64 x y) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 100.0% | 1 | x |
| 100.0% | 1 | y |
| 100.0% | 1 | (/.f64 (-.f64 x y) x) |
Compiled 7 to 8 computations (-14.3% saved)
| Inputs |
|---|
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
(/.f64 #s(approx (- x y) (neg.f64 y)) x) |
| Outputs |
|---|
(/.f64 #s(approx (- x y) (neg.f64 y)) x) |
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
(/.f64 #s(approx (- x y) (neg.f64 y)) x) |
3 calls:
| 2.0ms | x |
| 2.0ms | y |
| 1.0ms | (/.f64 (-.f64 x y) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 78.6% | 3 | x |
| 76.3% | 3 | y |
| 97.6% | 3 | (/.f64 (-.f64 x y) x) |
Compiled 7 to 8 computations (-14.3% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
| Outputs |
|---|
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
3 calls:
| 4.0ms | (/.f64 (-.f64 x y) x) |
| 1.0ms | y |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 47.3% | 1 | y |
| 47.3% | 1 | x |
| 47.3% | 1 | (/.f64 (-.f64 x y) x) |
Compiled 7 to 8 computations (-14.3% saved)
| 2× | left-value |
| Time | Left | Right |
|---|---|---|
| 0.0ms | 1.000084290954648 | 3994748357.6110826 |
| 0.0ms | -1.0270332062154133 | 0.9999137248157829 |
Compiled 8 to 9 computations (-12.5% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 17 | 51 |
| 1 | 23 | 51 |
| 2 | 26 | 51 |
| 3 | 27 | 51 |
| 1× | saturated |
| Inputs |
|---|
(/.f64 (-.f64 x y) x) |
(if (<=.f64 (/.f64 (-.f64 x y) x) #s(literal -1 binary64)) (/.f64 #s(approx (- x y) (neg.f64 y)) x) (if (<=.f64 (/.f64 (-.f64 x y) x) #s(literal 2 binary64)) #s(approx (/ (- x y) x) #s(literal 1 binary64)) (/.f64 #s(approx (- x y) (neg.f64 y)) x))) |
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
| Outputs |
|---|
(/.f64 (-.f64 x y) x) |
(if (<=.f64 (/.f64 (-.f64 x y) x) #s(literal -1 binary64)) (/.f64 #s(approx (- x y) (neg.f64 y)) x) (if (<=.f64 (/.f64 (-.f64 x y) x) #s(literal 2 binary64)) #s(approx (/ (- x y) x) #s(literal 1 binary64)) (/.f64 #s(approx (- x y) (neg.f64 y)) x))) |
#s(approx (/ (- x y) x) #s(literal 1 binary64)) |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 29 | 186 |
| 1 | 78 | 168 |
| 2 | 219 | 168 |
| 3 | 570 | 168 |
| 4 | 1458 | 168 |
| 5 | 2857 | 168 |
| 6 | 3896 | 168 |
| 7 | 4683 | 168 |
| 8 | 5005 | 168 |
| 9 | 5246 | 168 |
| 10 | 7496 | 168 |
| 11 | 7990 | 168 |
| 0 | 8114 | 168 |
| 1× | done |
| 1× | iter limit |
| 1× | node limit |
Compiled 41 to 25 computations (39% saved)
Compiled 90 to 48 computations (46.7% saved)
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