
Time bar (total: 1.2s)
| 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 |
| 25% | 25% | 74.9% | 0.1% | 0% | 0% | 0% | 4 |
| 25% | 25% | 74.9% | 0.1% | 0% | 0% | 0% | 5 |
| 37.5% | 37.4% | 62.4% | 0.1% | 0% | 0% | 0% | 6 |
| 56.3% | 56.2% | 43.7% | 0.1% | 0% | 0% | 0% | 7 |
| 56.3% | 56.2% | 43.7% | 0.1% | 0% | 0% | 0% | 8 |
| 65.6% | 65.5% | 34.3% | 0.1% | 0% | 0% | 0% | 9 |
| 76.6% | 76.5% | 23.4% | 0.1% | 0% | 0% | 0% | 10 |
| 76.6% | 76.5% | 23.4% | 0.1% | 0% | 0% | 0% | 11 |
| 82% | 81.9% | 17.9% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 10 to 9 computations (10% saved)
| 590.0ms | 8 256× | 0 | valid |
ival-sin: 191.0ms (49.8% of total)ival-div: 120.0ms (31.3% of total)ival-mult: 63.0ms (16.4% of total)ival-true: 6.0ms (1.6% of total)ival-assert: 3.0ms (0.8% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 9 | 0 | - | 0 | - | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| 0 | 0 | - | 0 | - | (sin.f64 y) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 0 | 0 | - | 0 | - | (/.f64 (sin.f64 y) y) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
/.f64 | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) | u/n | 9 | 0 |
| ↳ | (*.f64 x (/.f64 (sin.f64 y) y)) | underflow | 27 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 9 | 0 |
| - | 0 | 247 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 9 | 0 | 0 |
| - | 0 | 0 | 247 |
| number | freq |
|---|---|
| 0 | 247 |
| 1 | 9 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 42.0ms | 512× | 0 | valid |
Compiled 81 to 32 computations (60.5% saved)
ival-sin: 11.0ms (44.7% of total)ival-div: 9.0ms (36.6% of total)ival-mult: 3.0ms (12.2% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| Inputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| Outputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
Compiled 8 to 7 computations (12.5% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 96.5% | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
Compiled 8 to 7 computations (12.5% saved)
| 1× | egg-herbie |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (sin.f64 y) | |
| cost-diff | 0 | (/.f64 (sin.f64 y) y) | |
| cost-diff | 0 | (*.f64 x (/.f64 (sin.f64 y) y)) | |
| cost-diff | 0 | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| Inputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
x |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
y |
z |
| Outputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
x |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
y |
z |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (sin.f64 y) | |
| accuracy | 0.08984375 | (/.f64 (sin.f64 y) y) | |
| accuracy | 0.08984375 | (*.f64 x (/.f64 (sin.f64 y) y)) | |
| accuracy | 2.2274915118116314 | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| 23.0ms | 256× | 0 | valid |
Compiled 48 to 16 computations (66.7% saved)
ival-div: 8.0ms (49.9% of total)ival-sin: 6.0ms (37.4% of total)ival-mult: 2.0ms (12.5% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
| Outputs |
|---|
(/ (* x (sin y)) (* y z)) |
(/ (* x (sin y)) y) |
(/ x z) |
(+ (* -1/6 (/ (* x (pow y 2)) z)) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* 1/120 (/ (* x (pow y 2)) z)))) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* (pow y 2) (+ (* -1/5040 (/ (* x (pow y 2)) z)) (* 1/120 (/ x z)))))) (/ x z)) |
x |
(+ x (* -1/6 (* x (pow y 2)))) |
(+ x (* (pow y 2) (+ (* -1/6 x) (* 1/120 (* x (pow y 2)))))) |
(+ x (* (pow y 2) (+ (* -1/6 x) (* (pow y 2) (+ (* -1/5040 (* x (pow y 2))) (* 1/120 x)))))) |
1 |
(+ 1 (* -1/6 (pow y 2))) |
(+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6))) |
(+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6))) |
y |
(* y (+ 1 (* -1/6 (pow y 2)))) |
(* y (+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6)))) |
(* y (+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6)))) |
(/ (sin y) y) |
(sin y) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 3.0ms | y | @ | -inf | ((/ (* x (/ (sin y) y)) z) (* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 2.0ms | x | @ | 0 | ((/ (* x (/ (sin y) y)) z) (* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 2.0ms | y | @ | 0 | ((/ (* x (/ (sin y) y)) z) (* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 2.0ms | x | @ | -inf | ((/ (* x (/ (sin y) y)) z) (* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 1.0ms | x | @ | inf | ((/ (* x (/ (sin y) y)) z) (* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (* x (sin y)) (* y z)) |
(/ (* x (sin y)) y) |
(/ x z) |
(+ (* -1/6 (/ (* x (pow y 2)) z)) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* 1/120 (/ (* x (pow y 2)) z)))) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* (pow y 2) (+ (* -1/5040 (/ (* x (pow y 2)) z)) (* 1/120 (/ x z)))))) (/ x z)) |
x |
(+ x (* -1/6 (* x (pow y 2)))) |
(+ x (* (pow y 2) (+ (* -1/6 x) (* 1/120 (* x (pow y 2)))))) |
(+ x (* (pow y 2) (+ (* -1/6 x) (* (pow y 2) (+ (* -1/5040 (* x (pow y 2))) (* 1/120 x)))))) |
1 |
(+ 1 (* -1/6 (pow y 2))) |
(+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6))) |
(+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6))) |
y |
(* y (+ 1 (* -1/6 (pow y 2)))) |
(* y (+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6)))) |
(* y (+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6)))) |
(/ (sin y) y) |
(sin y) |
| Outputs |
|---|
(/ (* x (sin y)) (* y z)) |
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
(/ (* x (sin y)) y) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
(/ x z) |
(/.f64 (sin.f64 y) y) |
(+ (* -1/6 (/ (* x (pow y 2)) z)) (/ x z)) |
(sin.f64 y) |
| Inputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
| Outputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
Compiled 88 to 16 computations (81.8% saved)
3 alts after pruning (2 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 6 | 2 | 8 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 6 | 3 | 9 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 96.5% | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| ▶ | 4.0% | #s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
| ▶ | 3.5% | #s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
Compiled 32 to 26 computations (18.8% saved)
| 1× | egg-herbie |
Found 5 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (sin.f64 y) | |
| cost-diff | 0 | (/.f64 (sin.f64 y) y) | |
| cost-diff | 0 | #s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) | |
| cost-diff | 0 | (sin.f64 y) | |
| cost-diff | 0 | #s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
| Inputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
(sin.f64 y) |
y |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
y |
| Outputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
(sin.f64 y) |
y |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
y |
Found 5 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (sin.f64 y) | |
| accuracy | 0.08984375 | (/.f64 (sin.f64 y) y) | |
| accuracy | 61.42995541428499 | #s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) | |
| accuracy | 0.0 | (sin.f64 y) | |
| accuracy | 61.74464716683875 | #s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
| 19.0ms | 256× | 0 | valid |
Compiled 62 to 20 computations (67.7% saved)
ival-sin: 6.0ms (51.7% of total)ival-div: 3.0ms (25.9% of total)ival-mult: 2.0ms (17.2% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
(sin.f64 y) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
| Outputs |
|---|
(/ (* x (sin y)) (* y z)) |
(/ x z) |
(+ (* -1/6 (/ (* x (pow y 2)) z)) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* 1/120 (/ (* x (pow y 2)) z)))) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* (pow y 2) (+ (* -1/5040 (/ (* x (pow y 2)) z)) (* 1/120 (/ x z)))))) (/ x z)) |
y |
(* y (+ 1 (* -1/6 (pow y 2)))) |
(* y (+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6)))) |
(* y (+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6)))) |
1 |
(+ 1 (* -1/6 (pow y 2))) |
(+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6))) |
(+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6))) |
(sin y) |
(/ (sin y) y) |
9 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | 0 | ((/ (* x (/ (sin y) y)) z) (sin y) (/ (* x (/ (sin y) y)) z) (/ (sin y) y)) |
| 1.0ms | x | @ | -inf | ((/ (* x (/ (sin y) y)) z) (sin y) (/ (* x (/ (sin y) y)) z) (/ (sin y) y)) |
| 1.0ms | z | @ | -inf | ((/ (* x (/ (sin y) y)) z) (sin y) (/ (* x (/ (sin y) y)) z) (/ (sin y) y)) |
| 1.0ms | y | @ | -inf | ((/ (* x (/ (sin y) y)) z) (sin y) (/ (* x (/ (sin y) y)) z) (/ (sin y) y)) |
| 1.0ms | x | @ | inf | ((/ (* x (/ (sin y) y)) z) (sin y) (/ (* x (/ (sin y) y)) z) (/ (sin y) y)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (* x (sin y)) (* y z)) |
(/ x z) |
(+ (* -1/6 (/ (* x (pow y 2)) z)) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* 1/120 (/ (* x (pow y 2)) z)))) (/ x z)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* (pow y 2) (+ (* -1/5040 (/ (* x (pow y 2)) z)) (* 1/120 (/ x z)))))) (/ x z)) |
y |
(* y (+ 1 (* -1/6 (pow y 2)))) |
(* y (+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6)))) |
(* y (+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6)))) |
1 |
(+ 1 (* -1/6 (pow y 2))) |
(+ 1 (* (pow y 2) (- (* 1/120 (pow y 2)) 1/6))) |
(+ 1 (* (pow y 2) (- (* (pow y 2) (+ 1/120 (* -1/5040 (pow y 2)))) 1/6))) |
(sin y) |
(/ (sin y) y) |
| Outputs |
|---|
(/ (* x (sin y)) (* y z)) |
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
(/ x z) |
(sin.f64 y) |
(+ (* -1/6 (/ (* x (pow y 2)) z)) (/ x z)) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
(+ (* (pow y 2) (+ (* -1/6 (/ x z)) (* 1/120 (/ (* x (pow y 2)) z)))) (/ x z)) |
(/.f64 (sin.f64 y) y) |
| Inputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
(sin.f64 y) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
| Outputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
(sin.f64 y) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
Compiled 103 to 13 computations (87.4% 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 |
|---|---|---|
| ✓ | 96.5% | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| ✓ | 4.0% | #s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
| ✓ | 3.5% | #s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
Compiled 64 to 39 computations (39.1% saved)
| Inputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| Outputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
6 calls:
| 2.0ms | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 2.0ms | z |
| 2.0ms | x |
| 2.0ms | y |
| 2.0ms | (/.f64 (sin.f64 y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 96.5% | 1 | x |
| 96.5% | 1 | y |
| 96.5% | 1 | z |
| 96.5% | 1 | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| 96.5% | 1 | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 96.5% | 1 | (/.f64 (sin.f64 y) y) |
Compiled 21 to 27 computations (-28.6% saved)
| Inputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
| Outputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
6 calls:
| 7.0ms | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 1.0ms | z |
| 1.0ms | x |
| 1.0ms | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| 1.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 4.0% | 1 | x |
| 4.0% | 1 | y |
| 4.0% | 1 | z |
| 4.0% | 1 | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| 4.0% | 1 | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 4.0% | 1 | (/.f64 (sin.f64 y) y) |
Compiled 21 to 27 computations (-28.6% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
| Outputs |
|---|
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
6 calls:
| 1.0ms | z |
| 1.0ms | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 1.0ms | x |
| 1.0ms | y |
| 1.0ms | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| Accuracy | Segments | Branch |
|---|---|---|
| 3.5% | 1 | (/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
| 3.5% | 1 | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 3.5% | 1 | x |
| 3.5% | 1 | z |
| 3.5% | 1 | y |
| 3.5% | 1 | (/.f64 (sin.f64 y) y) |
Compiled 21 to 27 computations (-28.6% saved)
| 1× | egg-herbie |
| Inputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
| Outputs |
|---|
(/.f64 (*.f64 x (/.f64 (sin.f64 y) y)) z) |
#s(approx (/ (* x (/ (sin y) y)) z) (/.f64 (sin.f64 y) y)) |
#s(approx (/ (* x (/ (sin y) y)) z) (sin.f64 y)) |
| 1× | done |
Compiled 32 to 13 computations (59.4% saved)
Compiled 152 to 74 computations (51.3% saved)
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