
Time bar (total: 948.0ms)
| 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% | 50% | 50% | 0.1% | 0% | 0% | 0% | 3 |
| 50% | 50% | 50% | 0.1% | 0% | 0% | 0% | 4 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 5 |
| 75% | 74.9% | 25% | 0.1% | 0% | 0% | 0% | 6 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 7 |
| 87.5% | 87.4% | 12.5% | 0.1% | 0% | 0% | 0% | 8 |
| 93.8% | 93.7% | 6.2% | 0.1% | 0% | 0% | 0% | 9 |
| 93.8% | 93.7% | 6.2% | 0.1% | 0% | 0% | 0% | 10 |
| 96.9% | 96.8% | 3.1% | 0.1% | 0% | 0% | 0% | 11 |
| 96.9% | 96.8% | 3.1% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 8 to 7 computations (12.5% saved)
| 520.0ms | 8 256× | 0 | valid |
ival-sin: 194.0ms (60.1% of total)ival-div: 62.0ms (19.2% of total)ival-mult: 57.0ms (17.7% of total)ival-true: 7.0ms (2.2% of total)ival-assert: 4.0ms (1.2% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 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 | - | 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 |
| 41.0ms | 512× | 0 | valid |
Compiled 52 to 24 computations (53.8% saved)
ival-sin: 20.0ms (71.3% of total)ival-div: 4.0ms (14.3% of total)ival-mult: 3.0ms (10.7% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| Inputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
| Outputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
Compiled 6 to 5 computations (16.7% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 99.8% | (*.f64 x (/.f64 (sin.f64 y) y)) |
Compiled 6 to 5 computations (16.7% saved)
| 1× | egg-herbie |
Found 3 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)) |
| Inputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
x |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
y |
| Outputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
x |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (sin.f64 y) | |
| accuracy | 0.09375 | (*.f64 x (/.f64 (sin.f64 y) y)) | |
| accuracy | 0.11328125 | (/.f64 (sin.f64 y) y) |
| 17.0ms | 256× | 0 | valid |
Compiled 30 to 12 computations (60% saved)
ival-sin: 7.0ms (64.4% of total)ival-div: 2.0ms (18.4% of total)ival-mult: 2.0ms (18.4% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
| Outputs |
|---|
(/ (* x (sin y)) y) |
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) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | 0 | ((* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 1.0ms | y | @ | inf | ((* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 1.0ms | y | @ | -inf | ((* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 1.0ms | x | @ | -inf | ((* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 1.0ms | x | @ | inf | ((* x (/ (sin y) y)) (/ (sin y) y) (sin y)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (* x (sin y)) y) |
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) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
x |
(/.f64 (sin.f64 y) y) |
(+ x (* -1/6 (* x (pow y 2)))) |
(sin.f64 y) |
| Inputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
| Outputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
Compiled 51 to 11 computations (78.4% 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 |
|---|---|---|
| ✓ | 99.8% | (*.f64 x (/.f64 (sin.f64 y) y)) |
| ▶ | 4.2% | #s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
| ▶ | 3.7% | #s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
Compiled 26 to 20 computations (23.1% 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)) (/.f64 (sin.f64 y) y)) | |
| cost-diff | 0 | (sin.f64 y) | |
| cost-diff | 0 | #s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
| Inputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
(sin.f64 y) |
y |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
(sin.f64 y) |
y |
| Outputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
(sin.f64 y) |
y |
#s(approx (* x (/ (sin y) y)) (/.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 | 0.11328125 | (/.f64 (sin.f64 y) y) | |
| accuracy | 61.311242974717096 | #s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) | |
| accuracy | 0.0 | (sin.f64 y) | |
| accuracy | 61.65640554722636 | #s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
| 18.0ms | 256× | 0 | valid |
Compiled 54 to 16 computations (70.4% saved)
ival-sin: 6.0ms (61.2% of total)ival-div: 2.0ms (20.4% of total)ival-mult: 2.0ms (20.4% of total)ival-true: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
(sin.f64 y) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
| Outputs |
|---|
(/ (* x (sin y)) y) |
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)))))) |
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) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | -inf | ((* x (/ (sin y) y)) (sin y) (* x (/ (sin y) y)) (/ (sin y) y)) |
| 1.0ms | x | @ | 0 | ((* x (/ (sin y) y)) (sin y) (* x (/ (sin y) y)) (/ (sin y) y)) |
| 1.0ms | x | @ | inf | ((* x (/ (sin y) y)) (sin y) (* x (/ (sin y) y)) (/ (sin y) y)) |
| 1.0ms | y | @ | -inf | ((* x (/ (sin y) y)) (sin y) (* x (/ (sin y) y)) (/ (sin y) y)) |
| 0.0ms | y | @ | inf | ((* x (/ (sin y) y)) (sin y) (* x (/ (sin y) y)) (/ (sin y) y)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ (* x (sin y)) y) |
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)))))) |
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) |
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
x |
(sin.f64 y) |
(+ x (* -1/6 (* x (pow y 2)))) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
(+ x (* (pow y 2) (+ (* -1/6 x) (* 1/120 (* x (pow y 2)))))) |
(/.f64 (sin.f64 y) y) |
| Inputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
(sin.f64 y) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
| Outputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
(sin.f64 y) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
(/.f64 (sin.f64 y) y) |
Compiled 85 to 11 computations (87.1% 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 |
|---|---|---|
| ✓ | 99.8% | (*.f64 x (/.f64 (sin.f64 y) y)) |
| ✓ | 4.2% | #s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
| ✓ | 3.7% | #s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
Compiled 52 to 30 computations (42.3% saved)
| Inputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
(*.f64 x (/.f64 (sin.f64 y) y)) |
| Outputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
4 calls:
| 4.0ms | y |
| 2.0ms | x |
| 2.0ms | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 2.0ms | (/.f64 (sin.f64 y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 99.8% | 1 | x |
| 99.8% | 1 | y |
| 99.8% | 1 | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 99.8% | 1 | (/.f64 (sin.f64 y) y) |
Compiled 12 to 13 computations (-8.3% saved)
| Inputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
| Outputs |
|---|
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
4 calls:
| 1.0ms | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 1.0ms | y |
| 1.0ms | x |
| 1.0ms | (/.f64 (sin.f64 y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 4.2% | 1 | x |
| 4.2% | 1 | y |
| 4.2% | 1 | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 4.2% | 1 | (/.f64 (sin.f64 y) y) |
Compiled 12 to 13 computations (-8.3% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
| Outputs |
|---|
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
4 calls:
| 1.0ms | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 1.0ms | y |
| 1.0ms | (/.f64 (sin.f64 y) y) |
| 1.0ms | x |
| Accuracy | Segments | Branch |
|---|---|---|
| 3.7% | 1 | (/.f64 (sin.f64 y) y) |
| 3.7% | 1 | (*.f64 x (/.f64 (sin.f64 y) y)) |
| 3.7% | 1 | x |
| 3.7% | 1 | y |
Compiled 12 to 13 computations (-8.3% saved)
| 1× | egg-herbie |
| Inputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
| Outputs |
|---|
(*.f64 x (/.f64 (sin.f64 y) y)) |
#s(approx (* x (/ (sin y) y)) (/.f64 (sin.f64 y) y)) |
#s(approx (* x (/ (sin y) y)) (sin.f64 y)) |
| 1× | done |
Compiled 26 to 10 computations (61.5% saved)
Compiled 64 to 30 computations (53.1% saved)
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