
Time bar (total: 851.0ms)
| 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 |
| 0% | 0% | 99.9% | 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 |
| 50% | 49.9% | 49.9% | 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 |
| 75% | 74.9% | 25% | 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 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 9 to 8 computations (11.1% saved)
| 373.0ms | 8 256× | 0 | valid |
ival-mult: 78.0ms (39.7% of total)ival-div: 58.0ms (29.5% of total)ival-add: 52.0ms (26.4% of total)ival-true: 6.0ms (3.1% of total)ival-assert: 3.0ms (1.5% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 33 | 0 | - | 2 | (-1.0449154416650215e-271 -7.144860329269745e-157 2.6012918096005906e-89) | (/.f64 (*.f64 y y) z) |
| 0 | 0 | - | 0 | - | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (*.f64 y y) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
/.f64 | (/.f64 (*.f64 y y) z) | o/n | 13 | 0 |
| ↳ | (*.f64 y y) | overflow | 61 | |
/.f64 | (/.f64 (*.f64 y y) z) | u/n | 3 | 0 |
| ↳ | (*.f64 y y) | underflow | 68 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 16 | 1 |
| - | 0 | 239 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 16 | 0 | 1 |
| - | 0 | 0 | 239 |
| number | freq |
|---|---|
| 0 | 240 |
| 1 | 16 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 27.0ms | 512× | 0 | valid |
Compiled 65 to 28 computations (56.9% saved)
ival-mult: 4.0ms (39% of total)ival-div: 3.0ms (29.2% of total)ival-add: 2.0ms (19.5% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
| Outputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
Compiled 7 to 6 computations (14.3% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 94.0% | (+.f64 x (/.f64 (*.f64 y y) z)) |
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 y) | |
| cost-diff | 0 | (/.f64 (*.f64 y y) z) | |
| cost-diff | 0 | (+.f64 x (/.f64 (*.f64 y y) z)) |
| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
x |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
| Outputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
x |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (+.f64 x (/.f64 (*.f64 y y) z)) | |
| accuracy | 0.0 | (*.f64 y y) | |
| accuracy | 7.1381960911787194 | (/.f64 (*.f64 y y) z) |
| 12.0ms | 256× | 0 | valid |
Compiled 38 to 14 computations (63.2% saved)
ival-div: 2.0ms (40% of total)ival-mult: 2.0ms (40% of total)ival-add: 1.0ms (20% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
| Outputs |
|---|
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(pow y 2) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (+ (* x z) (pow y 2)) z) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1.0ms | y | @ | 0 | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1.0ms | y | @ | -inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1.0ms | z | @ | -inf | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 0.0ms | z | @ | 0 | ((+ x (/ (* y y) z)) (/ (* y y) z) (* y y)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(pow y 2) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (+ (* x z) (pow y 2)) z) |
| Outputs |
|---|
(/ (pow y 2) z) |
(+.f64 x (/.f64 (*.f64 y y) z)) |
(+ x (/ (pow y 2) z)) |
(/.f64 (*.f64 y y) z) |
x |
(*.f64 y y) |
| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
| Outputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
Compiled 60 to 12 computations (80% saved)
3 alts after pruning (2 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 4 | 2 | 6 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 4 | 3 | 7 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 94.0% | (+.f64 x (/.f64 (*.f64 y y) z)) |
| ▶ | 41.9% | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| ▶ | 11.2% | #s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
Compiled 31 to 23 computations (25.8% saved)
| 1× | egg-herbie |
Found 5 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | (/.f64 (*.f64 y y) z) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) | |
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | #s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
(*.f64 y y) |
y |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
(*.f64 y y) |
y |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
(*.f64 y y) |
y |
z |
Found 5 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (*.f64 y y) | |
| accuracy | 7.1381960911787194 | (/.f64 (*.f64 y y) z) | |
| accuracy | 33.53896296221479 | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) | |
| accuracy | 0.0 | (*.f64 y y) | |
| accuracy | 56.81215354338935 | #s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
| 17.0ms | 256× | 0 | valid |
Compiled 68 to 18 computations (73.5% saved)
ival-div: 2.0ms (39.1% of total)ival-mult: 2.0ms (39.1% of total)ival-add: 1.0ms (19.5% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
(*.f64 y y) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
| Outputs |
|---|
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(pow y 2) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (+ (* x z) (pow y 2)) z) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | inf | ((+ x (/ (* y y) z)) (* y y) (+ x (/ (* y y) z)) (/ (* y y) z)) |
| 1.0ms | y | @ | -inf | ((+ x (/ (* y y) z)) (* y y) (+ x (/ (* y y) z)) (/ (* y y) z)) |
| 0.0ms | z | @ | -inf | ((+ x (/ (* y y) z)) (* y y) (+ x (/ (* y y) z)) (/ (* y y) z)) |
| 0.0ms | y | @ | 0 | ((+ x (/ (* y y) z)) (* y y) (+ x (/ (* y y) z)) (/ (* y y) z)) |
| 0.0ms | z | @ | 0 | ((+ x (/ (* y y) z)) (* y y) (+ x (/ (* y y) z)) (/ (* y y) z)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (pow y 2) z) |
(+ x (/ (pow y 2) z)) |
x |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(* -1 (* x (- (* -1 (/ (pow y 2) (* x z))) 1))) |
(pow y 2) |
(* (pow y 2) (+ (/ 1 z) (/ x (pow y 2)))) |
(/ (+ (* x z) (pow y 2)) z) |
| Outputs |
|---|
(/ (pow y 2) z) |
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
(+ x (/ (pow y 2) z)) |
(*.f64 y y) |
x |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(* x (+ 1 (/ (pow y 2) (* x z)))) |
(/.f64 (*.f64 y y) z) |
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
(*.f64 y y) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
(*.f64 y y) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(/.f64 (*.f64 y y) z) |
Compiled 101 to 12 computations (88.1% saved)
3 alts after pruning (0 fresh and 3 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 7 | 0 | 7 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 2 | 2 |
| Done | 0 | 1 | 1 |
| Total | 7 | 3 | 10 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 94.0% | (+.f64 x (/.f64 (*.f64 y y) z)) |
| ✓ | 41.9% | #s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| ✓ | 11.2% | #s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
Compiled 62 to 34 computations (45.2% saved)
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
(+.f64 x (/.f64 (*.f64 y y) z)) |
| Outputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
6 calls:
| 5.0ms | z |
| 2.0ms | y |
| 2.0ms | x |
| 2.0ms | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 2.0ms | (*.f64 y y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 94.0% | 1 | x |
| 94.0% | 1 | y |
| 94.0% | 1 | z |
| 94.0% | 1 | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 94.0% | 1 | (/.f64 (*.f64 y y) z) |
| 94.0% | 1 | (*.f64 y y) |
Compiled 18 to 24 computations (-33.3% saved)
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
6 calls:
| 1.0ms | z |
| 1.0ms | x |
| 1.0ms | y |
| 1.0ms | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 1.0ms | (*.f64 y y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 41.9% | 1 | x |
| 41.9% | 1 | y |
| 41.9% | 1 | z |
| 41.9% | 1 | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 41.9% | 1 | (/.f64 (*.f64 y y) z) |
| 41.9% | 1 | (*.f64 y y) |
Compiled 18 to 24 computations (-33.3% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
| Outputs |
|---|
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
6 calls:
| 2.0ms | x |
| 1.0ms | z |
| 1.0ms | y |
| 1.0ms | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 1.0ms | (*.f64 y y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 11.2% | 1 | (+.f64 x (/.f64 (*.f64 y y) z)) |
| 11.2% | 1 | (/.f64 (*.f64 y y) z) |
| 11.2% | 1 | x |
| 11.2% | 1 | y |
| 11.2% | 1 | z |
| 11.2% | 1 | (*.f64 y y) |
Compiled 18 to 24 computations (-33.3% saved)
| 1× | egg-herbie |
| Inputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
| Outputs |
|---|
(+.f64 x (/.f64 (*.f64 y y) z)) |
#s(approx (+ x (/ (* y y) z)) (/.f64 (*.f64 y y) z)) |
#s(approx (+ x (/ (* y y) z)) (*.f64 y y)) |
| 1× | done |
Compiled 31 to 11 computations (64.5% saved)
Compiled 90 to 46 computations (48.9% saved)
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