
Time bar (total: 857.0ms)
| 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 |
| 25% | 25% | 74.9% | 0.1% | 0% | 0% | 0% | 3 |
| 37.5% | 37.5% | 62.4% | 0.1% | 0% | 0% | 0% | 4 |
| 56.3% | 56.2% | 43.7% | 0.1% | 0% | 0% | 0% | 5 |
| 65.6% | 65.6% | 34.3% | 0.1% | 0% | 0% | 0% | 6 |
| 76.6% | 76.5% | 23.4% | 0.1% | 0% | 0% | 0% | 7 |
| 82% | 82% | 18% | 0.1% | 0% | 0% | 0% | 8 |
| 87.9% | 87.8% | 12.1% | 0.1% | 0% | 0% | 0% | 9 |
| 90.8% | 90.7% | 9.2% | 0.1% | 0% | 0% | 0% | 10 |
| 93.8% | 93.8% | 6.1% | 0.1% | 0% | 0% | 0% | 11 |
| 95.4% | 95.3% | 4.6% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 11 to 9 computations (18.2% saved)
| 421.0ms | 8 256× | 0 | valid |
ival-mult: 111.0ms (44.5% of total)ival-add: 70.0ms (28.1% of total)ival-div: 54.0ms (21.6% of total)ival-true: 6.0ms (2.4% of total)exact: 5.0ms (2% of total)ival-assert: 3.0ms (1.2% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 63 | 0 | - | 1 | (1.636371115739455e-293 9.709680007152483e-26) | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| 0 | 0 | - | 0 | - | (*.f64 x #s(literal 2 binary64)) |
| 0 | 0 | - | 0 | - | #s(literal 2 binary64) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (+.f64 x y) |
| 0 | 0 | - | 0 | - | (*.f64 (*.f64 x #s(literal 2 binary64)) y) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
/.f64 | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) | n/o | 34 | 0 |
| ↳ | (*.f64 x #s(literal 2 binary64)) | overflow | 1 | |
| ↳ | (*.f64 (*.f64 x #s(literal 2 binary64)) y) | overflow | 34 | |
/.f64 | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) | n/u | 28 | 0 |
| ↳ | (*.f64 (*.f64 x #s(literal 2 binary64)) y) | underflow | 28 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 62 | 1 |
| - | 0 | 193 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 62 | 0 | 1 |
| - | 0 | 0 | 193 |
| number | freq |
|---|---|
| 0 | 194 |
| 1 | 62 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 27.0ms | 512× | 0 | valid |
Compiled 82 to 32 computations (61% saved)
ival-mult: 7.0ms (51.9% of total)ival-div: 3.0ms (22.2% of total)ival-add: 3.0ms (22.2% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| 1× | egg-herbie |
| Inputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
Compiled 9 to 7 computations (22.2% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 76.8% | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
Compiled 9 to 7 computations (22.2% saved)
| 1× | egg-herbie |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x #s(literal 2 binary64)) | |
| cost-diff | 0 | (*.f64 (*.f64 x #s(literal 2 binary64)) y) | |
| cost-diff | 0 | (+.f64 x y) | |
| cost-diff | 0 | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| Inputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
(+.f64 x y) |
x |
y |
(*.f64 (*.f64 x #s(literal 2 binary64)) y) |
(*.f64 x #s(literal 2 binary64)) |
#s(literal 2 binary64) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
(+.f64 x y) |
x |
y |
(*.f64 (*.f64 x #s(literal 2 binary64)) y) |
(*.f64 x #s(literal 2 binary64)) |
#s(literal 2 binary64) |
Found 4 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (+.f64 x y) | |
| accuracy | 0.0 | (*.f64 (*.f64 x #s(literal 2 binary64)) y) | |
| accuracy | 0.0 | (*.f64 x #s(literal 2 binary64)) | |
| accuracy | 14.87456200947349 | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| 13.0ms | 256× | 0 | valid |
Compiled 48 to 16 computations (66.7% saved)
ival-mult: 3.0ms (45.6% of total)ival-div: 2.0ms (30.4% of total)ival-add: 1.0ms (15.2% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
(+.f64 x y) |
(*.f64 (*.f64 x #s(literal 2 binary64)) y) |
(*.f64 x #s(literal 2 binary64)) |
| Outputs |
|---|
(/ 1/2 x) |
(/ (+ 1/2 (* 1/2 (/ x y))) x) |
y |
(+ x y) |
(* 2 (* x y)) |
(* 2 x) |
(/ 1/2 y) |
(+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y))) |
x |
(* x (+ 1 (/ y x))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(/ (+ 1/2 (* 1/2 (/ y x))) y) |
(* y (+ 1 (/ x y))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 3.0ms | x | @ | 0 | ((/ (+ x y) (* (* x 2) y)) (+ x y) (* (* x 2) y) (* x 2)) |
| 2.0ms | y | @ | -inf | ((/ (+ x y) (* (* x 2) y)) (+ x y) (* (* x 2) y) (* x 2)) |
| 2.0ms | x | @ | -inf | ((/ (+ x y) (* (* x 2) y)) (+ x y) (* (* x 2) y) (* x 2)) |
| 2.0ms | x | @ | inf | ((/ (+ x y) (* (* x 2) y)) (+ x y) (* (* x 2) y) (* x 2)) |
| 1.0ms | y | @ | inf | ((/ (+ x y) (* (* x 2) y)) (+ x y) (* (* x 2) y) (* x 2)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ 1/2 x) |
(/ (+ 1/2 (* 1/2 (/ x y))) x) |
y |
(+ x y) |
(* 2 (* x y)) |
(* 2 x) |
(/ 1/2 y) |
(+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y))) |
x |
(* x (+ 1 (/ y x))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(/ (+ 1/2 (* 1/2 (/ y x))) y) |
(* y (+ 1 (/ x y))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
| Outputs |
|---|
(/ 1/2 x) |
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
(/ (+ 1/2 (* 1/2 (/ x y))) x) |
(+.f64 x y) |
y |
(*.f64 (*.f64 x #s(literal 2 binary64)) y) |
(+ x y) |
(*.f64 x #s(literal 2 binary64)) |
| Inputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
(+.f64 x y) |
(*.f64 (*.f64 x #s(literal 2 binary64)) y) |
(*.f64 x #s(literal 2 binary64)) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
(+.f64 x y) |
(*.f64 (*.f64 x #s(literal 2 binary64)) y) |
(*.f64 x #s(literal 2 binary64)) |
Compiled 96 to 18 computations (81.3% saved)
2 alts after pruning (1 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 7 | 1 | 8 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 7 | 2 | 9 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 76.8% | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| ▶ | 3.0% | #s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
Compiled 22 to 16 computations (27.3% saved)
| 1× | egg-herbie |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (+.f64 x y) | |
| cost-diff | 0 | #s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
| Inputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
(+.f64 x y) |
x |
y |
| Outputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
(+.f64 x y) |
x |
y |
Found 2 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (+.f64 x y) | |
| accuracy | 62.0697882479836 | #s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
| 12.0ms | 256× | 0 | valid |
Compiled 34 to 18 computations (47.1% saved)
ival-mult: 3.0ms (45.7% of total)ival-div: 2.0ms (30.5% of total)ival-add: 1.0ms (15.2% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Inputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
(+.f64 x y) |
| Outputs |
|---|
(/ 1/2 x) |
(/ (+ 1/2 (* 1/2 (/ x y))) x) |
y |
(+ x y) |
(/ 1/2 y) |
(+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y))) |
x |
(* x (+ 1 (/ y x))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(/ (+ 1/2 (* 1/2 (/ y x))) y) |
(* y (+ 1 (/ x y))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 0.0ms | x | @ | inf | ((/ (+ x y) (* (* x 2) y)) (+ x y)) |
| 0.0ms | y | @ | -inf | ((/ (+ x y) (* (* x 2) y)) (+ x y)) |
| 0.0ms | x | @ | -inf | ((/ (+ x y) (* (* x 2) y)) (+ x y)) |
| 0.0ms | y | @ | inf | ((/ (+ x y) (* (* x 2) y)) (+ x y)) |
| 0.0ms | x | @ | 0 | ((/ (+ x y) (* (* x 2) y)) (+ x y)) |
| 1× | egg-herbie |
| Inputs |
|---|
(/ 1/2 x) |
(/ (+ 1/2 (* 1/2 (/ x y))) x) |
y |
(+ x y) |
(/ 1/2 y) |
(+ (* 1/2 (/ 1 x)) (* 1/2 (/ 1 y))) |
x |
(* x (+ 1 (/ y x))) |
(* -1 (* x (- (* -1 (/ y x)) 1))) |
(/ (+ 1/2 (* 1/2 (/ y x))) y) |
(* y (+ 1 (/ x y))) |
(* -1 (* y (- (* -1 (/ x y)) 1))) |
| Outputs |
|---|
(/ 1/2 x) |
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
(/ (+ 1/2 (* 1/2 (/ x y))) x) |
(+.f64 x y) |
| Inputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
(+.f64 x y) |
| Outputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
(+.f64 x y) |
Compiled 49 to 10 computations (79.6% 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 |
|---|---|---|
| ✓ | 76.8% | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| ✓ | 3.0% | #s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
Compiled 44 to 29 computations (34.1% saved)
| Inputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
3 calls:
| 1.0ms | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| 1.0ms | x |
| 1.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 76.8% | 1 | x |
| 76.8% | 1 | y |
| 76.8% | 1 | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
Compiled 11 to 11 computations (0% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
| Outputs |
|---|
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
3 calls:
| 1.0ms | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
| 1.0ms | x |
| 1.0ms | y |
| Accuracy | Segments | Branch |
|---|---|---|
| 3.0% | 1 | x |
| 3.0% | 1 | y |
| 3.0% | 1 | (/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
Compiled 11 to 11 computations (0% saved)
| 1× | egg-herbie |
| Inputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
| Outputs |
|---|
(/.f64 (+.f64 x y) (*.f64 (*.f64 x #s(literal 2 binary64)) y)) |
#s(approx (/ (+ x y) (* (* x 2) y)) (+.f64 x y)) |
| 1× | done |
Compiled 22 to 13 computations (40.9% saved)
Compiled 76 to 52 computations (31.6% saved)
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