Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, B
Time bar (total: 3.6s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 0 |
| 100% | 99.9% | 0% | 0.1% | 0% | 0% | 0% | 1 |
Compiled 9 to 8 computations (11.1% saved)
| 586.0ms | 8 256× | 0 | valid |
ival-mult: 332.0ms (95.8% of total)ival-true: 6.0ms (1.7% of total)exact: 5.0ms (1.4% of total)ival-assert: 3.0ms (0.9% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 0 | 0 | - | 0 | - | (*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | #s(literal 3 binary64) |
| 0 | 0 | - | 0 | - | (*.f64 x #s(literal 3 binary64)) |
| 0 | 0 | - | 0 | - | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) 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 |
| 23.0ms | 512× | 0 | valid |
Compiled 47 to 22 computations (53.2% saved)
ival-mult: 10.0ms (94.9% 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 |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 41 |
| 1 | 59 | 35 |
| 2 | 188 | 35 |
| 3 | 608 | 35 |
| 4 | 956 | 35 |
| 5 | 1315 | 35 |
| 6 | 1348 | 35 |
| 7 | 1354 | 35 |
| 8 | 1354 | 35 |
| 9 | 1356 | 35 |
| 0 | 6 | 7 |
| 0 | 9 | 7 |
| 1 | 16 | 7 |
| 2 | 31 | 7 |
| 3 | 48 | 7 |
| 4 | 48 | 7 |
| 0 | 48 | 7 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Outputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
(*.f64 (*.f64 y (*.f64 #s(literal 3 binary64) x)) y) |
(abs y)
(negabs x)
Compiled 7 to 6 computations (14.3% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 99.7% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) 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 x #s(literal 3 binary64)) | |
| cost-diff | 0 | (*.f64 (*.f64 x #s(literal 3 binary64)) y) | |
| cost-diff | 0 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 18 |
| 0 | 9 | 18 |
| 1 | 16 | 18 |
| 2 | 31 | 18 |
| 3 | 48 | 18 |
| 4 | 48 | 18 |
| 0 | 48 | 18 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 x #s(literal 3 binary64)) |
x |
#s(literal 3 binary64) |
y |
| Outputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
(*.f64 (*.f64 y (*.f64 #s(literal 3 binary64) x)) y) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 y (*.f64 #s(literal 3 binary64) x)) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 #s(literal 3 binary64) x) |
x |
#s(literal 3 binary64) |
y |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (*.f64 x #s(literal 3 binary64)) | |
| accuracy | 0.1484375 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) | |
| accuracy | 0.22265625 | (*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| 11.0ms | 256× | 0 | valid |
Compiled 20 to 8 computations (60% saved)
ival-mult: 5.0ms (100.4% 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 (*.f64 x #s(literal 3 binary64)) y) y) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 x #s(literal 3 binary64)) |
| Outputs |
|---|
(* 3 (* x (pow y 2))) |
(* 3 (* x y)) |
(* 3 x) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 2.0ms | x | @ | 0 | ((* (* (* x 3) y) y) (* (* x 3) y) (* x 3)) |
| 2.0ms | y | @ | 0 | ((* (* (* x 3) y) y) (* (* x 3) y) (* x 3)) |
| 1.0ms | x | @ | inf | ((* (* (* x 3) y) y) (* (* x 3) y) (* x 3)) |
| 1.0ms | x | @ | -inf | ((* (* (* x 3) y) y) (* (* x 3) y) (* x 3)) |
| 1.0ms | y | @ | inf | ((* (* (* x 3) y) y) (* (* x 3) y) (* x 3)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 15 |
| 1 | 18 | 15 |
| 2 | 33 | 15 |
| 3 | 44 | 15 |
| 0 | 44 | 15 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(* 3 (* x (pow y 2))) |
(* 3 (* x y)) |
(* 3 x) |
| Outputs |
|---|
(* 3 (* x (pow y 2))) |
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) |
(* 3 (* x y)) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(* 3 x) |
(*.f64 #s(literal 3 binary64) x) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 9 |
| 1 | 16 | 9 |
| 2 | 33 | 9 |
| 3 | 57 | 9 |
| 4 | 73 | 9 |
| 5 | 145 | 9 |
| 6 | 433 | 9 |
| 7 | 2257 | 9 |
| 8 | 2283 | 9 |
| 9 | 2406 | 9 |
| 10 | 3628 | 9 |
| 0 | 8581 | 9 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 x #s(literal 3 binary64)) |
| Outputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 y (*.f64 x #s(literal 3 binary64))) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 y (*.f64 x #s(literal 3 binary64))) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 y (*.f64 x #s(literal 3 binary64))) |
Compiled 55 to 22 computations (60% saved)
5 alts after pruning (4 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 3 | 4 | 7 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 3 | 5 | 8 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 99.7% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| ▶ | 28.0% | (*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| ▶ | 99.6% | (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
| ▶ | 5.0% | (*.f64 x #s(literal 3 binary64)) |
| ▶ | 87.6% | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
Compiled 43 to 36 computations (16.3% saved)
| 1× | egg-herbie |
Found 11 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 x #s(literal 3 binary64)) | |
| cost-diff | 0 | (*.f64 (*.f64 x #s(literal 3 binary64)) y) | |
| cost-diff | 0 | (*.f64 y x) | |
| cost-diff | 0 | (*.f64 (*.f64 y x) #s(literal 3 binary64)) | |
| cost-diff | 0 | #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) | |
| cost-diff | 0 | (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) | |
| cost-diff | 0 | (*.f64 x #s(literal 3 binary64)) | |
| cost-diff | 0 | (*.f64 y y) | |
| cost-diff | 0 | (*.f64 (*.f64 y y) x) | |
| cost-diff | 0 | (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) | |
| cost-diff | 0 | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 84 |
| 0 | 23 | 84 |
| 1 | 37 | 84 |
| 2 | 54 | 84 |
| 3 | 56 | 84 |
| 0 | 56 | 84 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) |
(*.f64 (*.f64 y y) x) |
(*.f64 y y) |
y |
x |
#s(literal 3 binary64) |
(*.f64 x #s(literal 3 binary64)) |
x |
#s(literal 3 binary64) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
y |
x |
#s(literal 3 binary64) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 x #s(literal 3 binary64)) |
x |
#s(literal 3 binary64) |
y |
| Outputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) |
(*.f64 (*.f64 y y) x) |
(*.f64 y y) |
y |
x |
#s(literal 3 binary64) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 #s(literal 3 binary64) x) |
x |
#s(literal 3 binary64) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y #s(literal 3 binary64)) x)) y) |
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
#s(approx (* (* x 3) y) (*.f64 (*.f64 y #s(literal 3 binary64)) x)) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 (*.f64 y #s(literal 3 binary64)) x) |
(*.f64 y x) |
y |
x |
#s(literal 3 binary64) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
(*.f64 (*.f64 y #s(literal 3 binary64)) x) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 #s(literal 3 binary64) x) |
x |
#s(literal 3 binary64) |
y |
Found 11 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (*.f64 x #s(literal 3 binary64)) | |
| accuracy | 0.22265625 | (*.f64 (*.f64 x #s(literal 3 binary64)) y) | |
| accuracy | 0.0 | (*.f64 y x) | |
| accuracy | 0.0 | #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) | |
| accuracy | 0.1484375 | (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) | |
| accuracy | 0.234375 | (*.f64 (*.f64 y x) #s(literal 3 binary64)) | |
| accuracy | 0.0 | (*.f64 x #s(literal 3 binary64)) | |
| accuracy | 0.0 | (*.f64 y y) | |
| accuracy | 0.0 | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) | |
| accuracy | 0.140625 | (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) | |
| accuracy | 7.872247940019529 | (*.f64 (*.f64 y y) x) |
| 45.0ms | 256× | 0 | valid |
Compiled 66 to 13 computations (80.3% saved)
ival-mult: 13.0ms (97.6% 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 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) |
(*.f64 (*.f64 y y) x) |
(*.f64 y y) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| Outputs |
|---|
(* 3 (* x (pow y 2))) |
(* x (pow y 2)) |
(* 3 x) |
(* 3 (* x y)) |
(* x y) |
(pow y 2) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | -inf | ((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y)) |
| 1.0ms | y | @ | -inf | ((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y)) |
| 1.0ms | y | @ | inf | ((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y)) |
| 1.0ms | x | @ | 0 | ((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y)) |
| 1.0ms | x | @ | inf | ((* (* (* x 3) y) y) (* (* (* y y) x) 3) (* (* y y) x) (* y y) (* x 3) (* (* (* x 3) y) y) (* (* x 3) y) (* (* y x) 3) (* y x) (* (* x 3) y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 26 |
| 1 | 18 | 26 |
| 2 | 33 | 26 |
| 3 | 44 | 26 |
| 0 | 44 | 26 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(* 3 (* x (pow y 2))) |
(* x (pow y 2)) |
(* 3 x) |
(* 3 (* x y)) |
(* x y) |
(pow y 2) |
| Outputs |
|---|
(* 3 (* x (pow y 2))) |
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) |
(* x (pow y 2)) |
(*.f64 (*.f64 y y) x) |
(* 3 x) |
(*.f64 #s(literal 3 binary64) x) |
(* 3 (* x y)) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(* x y) |
(*.f64 y x) |
(pow y 2) |
(*.f64 y y) |
Useful iterations: 6 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 70 |
| 0 | 23 | 86 |
| 1 | 39 | 86 |
| 2 | 63 | 86 |
| 3 | 82 | 86 |
| 4 | 158 | 86 |
| 5 | 463 | 40 |
| 6 | 2281 | 36 |
| 7 | 2308 | 36 |
| 8 | 2431 | 36 |
| 9 | 3654 | 36 |
| 0 | 8650 | 36 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) |
(*.f64 (*.f64 y y) x) |
(*.f64 y y) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
#s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| Outputs |
|---|
(*.f64 #s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x)) y) |
(*.f64 y #s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x))) |
#s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x)) |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) x) y) |
(*.f64 y (*.f64 #s(literal 3 binary64) x)) |
(*.f64 x y) |
(*.f64 y x) |
x |
y |
#s(literal 1 binary64) |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) x) y) |
(*.f64 y (*.f64 #s(literal 3 binary64) x)) |
(*.f64 #s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x)) y) |
(*.f64 y #s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x))) |
#s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x)) |
(*.f64 #s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x)) y) |
(*.f64 y #s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x))) |
#s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x)) |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) x) y) |
(*.f64 y (*.f64 #s(literal 3 binary64) x)) |
(*.f64 x y) |
(*.f64 y x) |
x |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) x) y) |
(*.f64 y (*.f64 #s(literal 3 binary64) x)) |
Compiled 249 to 49 computations (80.3% saved)
6 alts after pruning (1 fresh and 5 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 18 | 1 | 19 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 4 | 4 |
| Done | 0 | 1 | 1 |
| Total | 18 | 6 | 24 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 99.7% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| ✓ | 28.0% | (*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| ✓ | 99.6% | (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
| ✓ | 5.0% | (*.f64 x #s(literal 3 binary64)) |
| ✓ | 87.6% | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
| ▶ | 28.0% | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
Compiled 56 to 46 computations (17.9% saved)
| 1× | egg-herbie |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | (*.f64 y x) | |
| cost-diff | 0 | (*.f64 (*.f64 y x) #s(literal 3 binary64)) | |
| cost-diff | 0 | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 24 |
| 0 | 11 | 24 |
| 1 | 21 | 24 |
| 2 | 39 | 24 |
| 3 | 47 | 24 |
| 0 | 47 | 24 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
y |
x |
#s(literal 3 binary64) |
| Outputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
#s(approx (* (* (* x 3) y) y) (*.f64 y (*.f64 #s(literal 3 binary64) x))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y (*.f64 #s(literal 3 binary64) x)) |
(*.f64 y x) |
y |
x |
#s(literal 3 binary64) |
Found 3 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (*.f64 y x) | |
| accuracy | 0.234375 | (*.f64 (*.f64 y x) #s(literal 3 binary64)) | |
| accuracy | 46.076294401076595 | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
| 17.0ms | 256× | 0 | valid |
Compiled 20 to 10 computations (50% saved)
ival-mult: 10.0ms (99.6% 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 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
| Outputs |
|---|
(* 3 (* x (pow y 2))) |
(* 3 (* x y)) |
(* x y) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | y | @ | -inf | ((* (* (* x 3) y) y) (* (* y x) 3) (* y x)) |
| 1.0ms | x | @ | 0 | ((* (* (* x 3) y) y) (* (* y x) 3) (* y x)) |
| 1.0ms | x | @ | -inf | ((* (* (* x 3) y) y) (* (* y x) 3) (* y x)) |
| 1.0ms | y | @ | inf | ((* (* (* x 3) y) y) (* (* y x) 3) (* y x)) |
| 1.0ms | x | @ | inf | ((* (* (* x 3) y) y) (* (* y x) 3) (* y x)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 15 |
| 1 | 17 | 15 |
| 2 | 33 | 15 |
| 3 | 46 | 15 |
| 0 | 46 | 15 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(* 3 (* x (pow y 2))) |
(* 3 (* x y)) |
(* x y) |
| Outputs |
|---|
(* 3 (* x (pow y 2))) |
(*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64)) |
(* 3 (* x y)) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(* x y) |
(*.f64 y x) |
Useful iterations: 7 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 21 |
| 0 | 11 | 21 |
| 1 | 21 | 21 |
| 2 | 41 | 21 |
| 3 | 55 | 21 |
| 4 | 71 | 21 |
| 5 | 143 | 21 |
| 6 | 439 | 13 |
| 7 | 2237 | 11 |
| 8 | 2263 | 11 |
| 9 | 2386 | 11 |
| 10 | 3610 | 11 |
| 0 | 8591 | 11 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
| Outputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 #s(literal 3 binary64) x)) |
(*.f64 (*.f64 #s(literal 3 binary64) x) y) |
(*.f64 y (*.f64 #s(literal 3 binary64) x)) |
(*.f64 #s(literal 3 binary64) x) |
(*.f64 x #s(literal 3 binary64)) |
(*.f64 y x) |
(*.f64 x y) |
x |
Compiled 147 to 32 computations (78.2% saved)
6 alts after pruning (0 fresh and 6 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 11 | 0 | 11 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 5 | 5 |
| Total | 11 | 6 | 17 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 99.7% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| ✓ | 28.0% | (*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| ✓ | 99.6% | (*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
| ✓ | 5.0% | (*.f64 x #s(literal 3 binary64)) |
| ✓ | 87.6% | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
| ✓ | 28.0% | #s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
Compiled 112 to 65 computations (42% saved)
| Inputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Outputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
4 calls:
| 4.0ms | (*.f64 x #s(literal 3 binary64)) |
| 3.0ms | y |
| 3.0ms | x |
| 2.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 99.7% | 1 | x |
| 99.7% | 1 | y |
| 99.7% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| 99.7% | 1 | (*.f64 x #s(literal 3 binary64)) |
Compiled 12 to 14 computations (-16.7% saved)
| Inputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
| Outputs |
|---|
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
4 calls:
| 4.0ms | y |
| 2.0ms | (*.f64 x #s(literal 3 binary64)) |
| 2.0ms | x |
| 2.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 99.6% | 1 | x |
| 99.6% | 1 | y |
| 99.6% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| 99.6% | 1 | (*.f64 x #s(literal 3 binary64)) |
Compiled 12 to 14 computations (-16.7% saved)
| Inputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
| Outputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
4 calls:
| 2.0ms | (*.f64 x #s(literal 3 binary64)) |
| 2.0ms | x |
| 2.0ms | y |
| 2.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 87.6% | 1 | x |
| 87.6% | 1 | y |
| 87.6% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| 87.6% | 1 | (*.f64 x #s(literal 3 binary64)) |
Compiled 12 to 14 computations (-16.7% saved)
| Inputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
| Outputs |
|---|
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
4 calls:
| 3.0ms | x |
| 2.0ms | (*.f64 x #s(literal 3 binary64)) |
| 2.0ms | y |
| 2.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 28.0% | 1 | y |
| 28.0% | 1 | x |
| 28.0% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| 28.0% | 1 | (*.f64 x #s(literal 3 binary64)) |
Compiled 12 to 14 computations (-16.7% saved)
| Inputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
| Outputs |
|---|
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
4 calls:
| 1.0ms | x |
| 1.0ms | (*.f64 x #s(literal 3 binary64)) |
| 1.0ms | y |
| 1.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 28.0% | 1 | x |
| 28.0% | 1 | (*.f64 x #s(literal 3 binary64)) |
| 28.0% | 1 | y |
| 28.0% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
Compiled 12 to 14 computations (-16.7% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
| Outputs |
|---|
(*.f64 x #s(literal 3 binary64)) |
4 calls:
| 1.0ms | (*.f64 x #s(literal 3 binary64)) |
| 1.0ms | y |
| 1.0ms | x |
| 1.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 5.0% | 1 | x |
| 5.0% | 1 | (*.f64 x #s(literal 3 binary64)) |
| 5.0% | 1 | y |
| 5.0% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
Compiled 12 to 14 computations (-16.7% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 18 | 56 |
| 1 | 25 | 56 |
| 2 | 40 | 56 |
| 3 | 57 | 56 |
| 4 | 57 | 56 |
| 1× | saturated |
| Inputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 x #s(literal 3 binary64)) |
| Outputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) y) y) |
(*.f64 #s(approx (* (* x 3) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) y) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 (*.f64 y y) x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x #s(literal 3 binary64)) y) |
#s(approx (* (* (* x 3) y) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 x #s(literal 3 binary64)) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 9 |
| 1 | 16 | 9 |
| 2 | 33 | 9 |
| 3 | 57 | 9 |
| 4 | 73 | 9 |
| 5 | 145 | 9 |
| 6 | 433 | 9 |
| 7 | 2257 | 9 |
| 8 | 2283 | 9 |
| 9 | 2406 | 9 |
| 10 | 3628 | 9 |
| 0 | 8581 | 9 |
| 0 | 16 | 70 |
| 0 | 23 | 86 |
| 1 | 39 | 86 |
| 2 | 63 | 86 |
| 3 | 82 | 86 |
| 4 | 158 | 86 |
| 5 | 463 | 40 |
| 6 | 2281 | 36 |
| 7 | 2308 | 36 |
| 8 | 2431 | 36 |
| 9 | 3654 | 36 |
| 0 | 8650 | 36 |
| 0 | 10 | 15 |
| 1 | 18 | 15 |
| 2 | 33 | 15 |
| 3 | 44 | 15 |
| 0 | 44 | 15 |
| 1× | done |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
Compiled 104 to 54 computations (48.1% saved)
(negabs x)
(abs y)
Compiled 196 to 110 computations (43.9% saved)
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