
Time bar (total: 844.0ms)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 1 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 2 |
| 50% | 49.9% | 49.9% | 0.1% | 0% | 0% | 0% | 3 |
| 50% | 49.9% | 49.9% | 0.1% | 0% | 0% | 0% | 4 |
| 50% | 49.9% | 49.9% | 0.1% | 0% | 0% | 0% | 5 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 6 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 7 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 8 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 9 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 10 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 11 |
| 93.8% | 93.6% | 6.2% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 9 to 8 computations (11.1% saved)
| 398.0ms | 8 256× | 0 | valid |
ival-sub: 68.0ms (33.2% of total)ival-div: 65.0ms (31.7% of total)ival-mult: 61.0ms (29.7% of total)ival-true: 7.0ms (3.4% of total)ival-assert: 4.0ms (2% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 56 | 0 | - | 2 | (-1.5713146012079444e-114 3.440533396399324e-201 4.531449858143733e-208) | (/.f64 (*.f64 x (-.f64 y z)) y) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (-.f64 y z) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | (*.f64 x (-.f64 y z)) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
/.f64 | (/.f64 (*.f64 x (-.f64 y z)) y) | o/n | 38 | 0 |
| ↳ | (*.f64 x (-.f64 y z)) | overflow | 60 | |
/.f64 | (/.f64 (*.f64 x (-.f64 y z)) y) | u/n | 16 | 0 |
| ↳ | (*.f64 x (-.f64 y z)) | underflow | 16 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 54 | 2 |
| - | 0 | 200 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 54 | 0 | 2 |
| - | 0 | 0 | 200 |
| number | freq |
|---|---|
| 0 | 202 |
| 1 | 54 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 28.0ms | 512× | 0 | valid |
Compiled 65 to 28 computations (56.9% saved)
ival-div: 4.0ms (37.1% of total)ival-sub: 3.0ms (27.8% of total)ival-mult: 3.0ms (27.8% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| Inputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
| Outputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
Compiled 7 to 6 computations (14.3% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 79.8% | (/.f64 (*.f64 x (-.f64 y z)) 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 y z) | |
| cost-diff | 0 | (*.f64 x (-.f64 y z)) | |
| cost-diff | 0 | (/.f64 (*.f64 x (-.f64 y z)) y) |
| Inputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
(*.f64 x (-.f64 y z)) |
x |
(-.f64 y z) |
y |
z |
| Outputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
(*.f64 x (-.f64 y z)) |
x |
(-.f64 y z) |
y |
z |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (-.f64 y z) | |
| accuracy | 0.01953125 | (*.f64 x (-.f64 y z)) | |
| accuracy | 12.93328280286942 | (/.f64 (*.f64 x (-.f64 y z)) y) |
| 15.0ms | 256× | 0 | valid |
Compiled 38 to 14 computations (63.2% saved)
ival-sub: 2.0ms (37.6% of total)ival-div: 2.0ms (37.6% of total)ival-mult: 2.0ms (37.6% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
(*.f64 x (-.f64 y z)) |
(-.f64 y z) |
| Outputs |
|---|
(/ (* x (- y z)) y) |
(* x (- y z)) |
(* -1 (/ (* x z) y)) |
(/ (+ (* -1 (* x z)) (* x y)) y) |
(* -1 (* x z)) |
(+ (* -1 (* x z)) (* x y)) |
(* -1 z) |
(- y z) |
x |
(+ x (* -1 (/ (* x z) y))) |
(* x y) |
(* y (+ x (* -1 (/ (* x z) y)))) |
y |
(* y (+ 1 (* -1 (/ z y)))) |
(* -1 (* y (+ (* -1 x) (/ (* x z) y)))) |
(* -1 (* y (- (/ z y) 1))) |
(+ y (* -1 z)) |
(* z (+ (* -1 (/ x y)) (/ x z))) |
(* z (+ (* -1 x) (/ (* x y) z))) |
(* z (- (/ y z) 1)) |
(* -1 (* z (+ (* -1 (/ x z)) (/ x y)))) |
(* -1 (* z (+ x (* -1 (/ (* x y) z))))) |
(* -1 (* z (+ 1 (* -1 (/ y z))))) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | -inf | ((/ (* x (- y z)) y) (* x (- y z)) (- y z)) |
| 1.0ms | x | @ | -inf | ((/ (* x (- y z)) y) (* x (- y z)) (- y z)) |
| 1.0ms | x | @ | inf | ((/ (* x (- y z)) y) (* x (- y z)) (- y z)) |
| 1.0ms | x | @ | 0 | ((/ (* x (- y z)) y) (* x (- y z)) (- y z)) |
| 1.0ms | y | @ | inf | ((/ (* x (- y z)) y) (* x (- y z)) (- y z)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (* x (- y z)) y) |
(* x (- y z)) |
(* -1 (/ (* x z) y)) |
(/ (+ (* -1 (* x z)) (* x y)) y) |
(* -1 (* x z)) |
(+ (* -1 (* x z)) (* x y)) |
(* -1 z) |
(- y z) |
x |
(+ x (* -1 (/ (* x z) y))) |
(* x y) |
(* y (+ x (* -1 (/ (* x z) y)))) |
y |
(* y (+ 1 (* -1 (/ z y)))) |
(* -1 (* y (+ (* -1 x) (/ (* x z) y)))) |
(* -1 (* y (- (/ z y) 1))) |
(+ y (* -1 z)) |
(* z (+ (* -1 (/ x y)) (/ x z))) |
(* z (+ (* -1 x) (/ (* x y) z))) |
(* z (- (/ y z) 1)) |
(* -1 (* z (+ (* -1 (/ x z)) (/ x y)))) |
(* -1 (* z (+ x (* -1 (/ (* x y) z))))) |
(* -1 (* z (+ 1 (* -1 (/ y z))))) |
| Outputs |
|---|
(/ (* x (- y z)) y) |
(/.f64 (*.f64 x (-.f64 y z)) y) |
(* x (- y z)) |
(*.f64 x (-.f64 y z)) |
(* -1 (/ (* x z) y)) |
(-.f64 y z) |
| Inputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
(*.f64 x (-.f64 y z)) |
(-.f64 y z) |
| Outputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
(*.f64 x (-.f64 y z)) |
(-.f64 y z) |
Compiled 60 to 13 computations (78.3% saved)
2 alts after pruning (1 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 5 | 1 | 6 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 5 | 2 | 7 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 79.8% | (/.f64 (*.f64 x (-.f64 y z)) y) |
| ▶ | 3.5% | #s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
Compiled 18 to 14 computations (22.2% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (-.f64 y z) | |
| cost-diff | 0 | #s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
| Inputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
(-.f64 y z) |
y |
z |
| Outputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
(-.f64 y z) |
y |
z |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (-.f64 y z) | |
| accuracy | 61.754542341650335 | #s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
| 15.0ms | 256× | 0 | valid |
Compiled 30 to 16 computations (46.7% saved)
ival-div: 2.0ms (38.3% of total)ival-mult: 2.0ms (38.3% of total)ival-sub: 1.0ms (19.2% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
(-.f64 y z) |
| Outputs |
|---|
(/ (* x (- y z)) y) |
(* -1 (/ (* x z) y)) |
(/ (+ (* -1 (* x z)) (* x y)) y) |
(* -1 z) |
(- y z) |
x |
(+ x (* -1 (/ (* x z) y))) |
y |
(* y (+ 1 (* -1 (/ z y)))) |
(* -1 (* y (- (/ z y) 1))) |
(+ y (* -1 z)) |
(* z (+ (* -1 (/ x y)) (/ x z))) |
(* z (- (/ y z) 1)) |
(* -1 (* z (+ (* -1 (/ x z)) (/ x y)))) |
(* -1 (* z (+ 1 (* -1 (/ y z))))) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | -inf | ((/ (* x (- y z)) y) (- y z)) |
| 0.0ms | x | @ | 0 | ((/ (* x (- y z)) y) (- y z)) |
| 0.0ms | x | @ | inf | ((/ (* x (- y z)) y) (- y z)) |
| 0.0ms | y | @ | inf | ((/ (* x (- y z)) y) (- y z)) |
| 0.0ms | y | @ | -inf | ((/ (* x (- y z)) y) (- y z)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (* x (- y z)) y) |
(* -1 (/ (* x z) y)) |
(/ (+ (* -1 (* x z)) (* x y)) y) |
(* -1 z) |
(- y z) |
x |
(+ x (* -1 (/ (* x z) y))) |
y |
(* y (+ 1 (* -1 (/ z y)))) |
(* -1 (* y (- (/ z y) 1))) |
(+ y (* -1 z)) |
(* z (+ (* -1 (/ x y)) (/ x z))) |
(* z (- (/ y z) 1)) |
(* -1 (* z (+ (* -1 (/ x z)) (/ x y)))) |
(* -1 (* z (+ 1 (* -1 (/ y z))))) |
| Outputs |
|---|
(/ (* x (- y z)) y) |
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
(* -1 (/ (* x z) y)) |
(-.f64 y z) |
| Inputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
(-.f64 y z) |
| Outputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
(-.f64 y z) |
Compiled 41 to 9 computations (78% saved)
2 alts after pruning (0 fresh and 2 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 3 | 0 | 3 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 1 | 1 |
| Total | 3 | 2 | 5 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 79.8% | (/.f64 (*.f64 x (-.f64 y z)) y) |
| ✓ | 3.5% | #s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
Compiled 36 to 24 computations (33.3% saved)
| Inputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
(/.f64 (*.f64 x (-.f64 y z)) y) |
| Outputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
4 calls:
| 1.0ms | y |
| 1.0ms | z |
| 1.0ms | x |
| 1.0ms | (/.f64 (*.f64 x (-.f64 y z)) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 79.8% | 1 | x |
| 79.8% | 1 | y |
| 79.8% | 1 | z |
| 79.8% | 1 | (/.f64 (*.f64 x (-.f64 y z)) y) |
Compiled 10 to 15 computations (-50% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
| Outputs |
|---|
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
4 calls:
| 4.0ms | (/.f64 (*.f64 x (-.f64 y z)) y) |
| 1.0ms | z |
| 1.0ms | x |
| 1.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 3.5% | 1 | x |
| 3.5% | 1 | y |
| 3.5% | 1 | z |
| 3.5% | 1 | (/.f64 (*.f64 x (-.f64 y z)) y) |
Compiled 10 to 15 computations (-50% saved)
| 1× | egg-herbie |
| Inputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
| Outputs |
|---|
(/.f64 (*.f64 x (-.f64 y z)) y) |
#s(approx (/ (* x (- y z)) y) (-.f64 y z)) |
| 1× | done |
Compiled 18 to 10 computations (44.4% saved)
Compiled 108 to 66 computations (38.9% saved)
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