Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, A
Time bar (total: 5.5s)
| 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)
| 354.0ms | 8 256× | 0 | valid |
ival-mult: 156.0ms (91% of total)ival-true: 7.0ms (4.1% of total)exact: 5.0ms (2.9% of total)ival-assert: 3.0ms (1.8% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 31 | 0 | - | 2 | (-1.0598756934426108e-161 5.362521744502675e+169) | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| 0 | 0 | - | 0 | - | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | #s(literal 3 binary64) |
| 0 | 0 | - | 0 | - | (*.f64 x #s(literal 3 binary64)) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
*.f64 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) | n*u | 20 | 0 |
*.f64 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) | n*o | 9 | 0 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 29 | 2 |
| - | 0 | 225 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 29 | 0 | 2 |
| - | 0 | 0 | 225 |
| number | freq |
|---|---|
| 0 | 227 |
| 1 | 29 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 24.0ms | 512× | 0 | valid |
Compiled 47 to 22 computations (53.2% saved)
ival-mult: 11.0ms (89.5% 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 | 56 | 35 |
| 2 | 187 | 35 |
| 3 | 552 | 35 |
| 4 | 1015 | 35 |
| 5 | 1429 | 35 |
| 6 | 1439 | 35 |
| 7 | 1439 | 35 |
| 8 | 1442 | 35 |
| 0 | 6 | 7 |
| 0 | 9 | 7 |
| 1 | 15 | 7 |
| 2 | 29 | 7 |
| 3 | 45 | 7 |
| 4 | 49 | 7 |
| 0 | 49 | 7 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| Outputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
(*.f64 y (*.f64 (*.f64 #s(literal 3 binary64) x) x)) |
(abs x)
(negabs y)
Compiled 7 to 6 computations (14.3% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| ▶ | 89.2% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) 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)) x) | |
| cost-diff | 0 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 18 |
| 0 | 9 | 18 |
| 1 | 15 | 18 |
| 2 | 29 | 18 |
| 3 | 45 | 18 |
| 4 | 49 | 18 |
| 0 | 49 | 18 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
(*.f64 (*.f64 x #s(literal 3 binary64)) x) |
(*.f64 x #s(literal 3 binary64)) |
x |
#s(literal 3 binary64) |
y |
| Outputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
(*.f64 y (*.f64 (*.f64 #s(literal 3 binary64) x) x)) |
(*.f64 (*.f64 x #s(literal 3 binary64)) x) |
(*.f64 (*.f64 #s(literal 3 binary64) x) 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 | 0.1328125 | (*.f64 (*.f64 x #s(literal 3 binary64)) x) | |
| accuracy | 6.860452553186857 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| 13.0ms | 256× | 0 | valid |
Compiled 20 to 8 computations (60% saved)
ival-mult: 6.0ms (90.4% 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)) x) y) |
(*.f64 (*.f64 x #s(literal 3 binary64)) x) |
(*.f64 x #s(literal 3 binary64)) |
| Outputs |
|---|
(* 3 (* (pow x 2) y)) |
(* 3 (pow x 2)) |
(* 3 x) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 1.0ms | x | @ | 0 | ((* (* (* x 3) x) y) (* (* x 3) x) (* x 3)) |
| 1.0ms | x | @ | -inf | ((* (* (* x 3) x) y) (* (* x 3) x) (* x 3)) |
| 1.0ms | x | @ | inf | ((* (* (* x 3) x) y) (* (* x 3) x) (* x 3)) |
| 1.0ms | y | @ | inf | ((* (* (* x 3) x) y) (* (* x 3) x) (* x 3)) |
| 1.0ms | y | @ | 0 | ((* (* (* x 3) x) y) (* (* x 3) x) (* x 3)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 15 |
| 1 | 15 | 15 |
| 2 | 27 | 15 |
| 3 | 47 | 15 |
| 4 | 48 | 15 |
| 0 | 48 | 15 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(* 3 (* (pow x 2) y)) |
(* 3 (pow x 2)) |
(* 3 x) |
| Outputs |
|---|
(* 3 (* (pow x 2) y)) |
(*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) |
(* 3 (pow x 2)) |
(*.f64 (*.f64 x x) #s(literal 3 binary64)) |
(* 3 x) |
(*.f64 #s(literal 3 binary64) x) |
Useful iterations: 7 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 13 |
| 1 | 15 | 13 |
| 2 | 29 | 13 |
| 3 | 47 | 13 |
| 4 | 58 | 13 |
| 5 | 74 | 13 |
| 6 | 146 | 13 |
| 7 | 444 | 5 |
| 8 | 2255 | 5 |
| 9 | 2281 | 5 |
| 10 | 2404 | 5 |
| 11 | 3620 | 5 |
| 0 | 8584 | 5 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
(*.f64 (*.f64 x #s(literal 3 binary64)) x) |
(*.f64 x #s(literal 3 binary64)) |
| Outputs |
|---|
(*.f64 #s(literal 3 binary64) y) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 x (*.f64 #s(literal 3 binary64) y)) |
#s(literal 3 binary64) |
#s(literal 3 binary64) |
Compiled 58 to 22 computations (62.1% saved)
5 alts after pruning (4 fresh and 1 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 4 | 4 | 8 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 1 | 1 |
| Done | 0 | 0 | 0 |
| Total | 4 | 5 | 9 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 89.2% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| ▶ | 29.1% | (*.f64 (*.f64 #s(literal 3 binary64) y) x) |
| ▶ | 89.1% | (*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
| ▶ | 4.8% | (*.f64 y #s(literal 3 binary64)) |
| ▶ | 89.4% | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #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 #s(literal 3 binary64) y) | |
| cost-diff | 0 | (*.f64 (*.f64 #s(literal 3 binary64) y) x) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (*.f64 (*.f64 x x) #s(literal 3 binary64)) | |
| cost-diff | 0 | #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) | |
| cost-diff | 0 | (*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) | |
| cost-diff | 0 | (*.f64 y #s(literal 3 binary64)) | |
| cost-diff | 0 | (*.f64 x x) | |
| cost-diff | 0 | (*.f64 (*.f64 x x) y) | |
| cost-diff | 0 | (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) | |
| cost-diff | 0 | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 84 |
| 0 | 24 | 84 |
| 1 | 41 | 84 |
| 2 | 55 | 84 |
| 0 | 55 | 84 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) |
(*.f64 (*.f64 x x) y) |
(*.f64 x x) |
x |
y |
#s(literal 3 binary64) |
(*.f64 y #s(literal 3 binary64)) |
y |
#s(literal 3 binary64) |
(*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
#s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x x) #s(literal 3 binary64)) |
(*.f64 x x) |
x |
#s(literal 3 binary64) |
y |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 #s(literal 3 binary64) y) |
#s(literal 3 binary64) |
y |
x |
| Outputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) |
(*.f64 (*.f64 x x) y) |
(*.f64 x x) |
x |
y |
#s(literal 3 binary64) |
(*.f64 y #s(literal 3 binary64)) |
y |
#s(literal 3 binary64) |
(*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
(*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 #s(literal 3 binary64) x) x)) y) |
#s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) |
#s(approx (* (* x 3) x) (*.f64 (*.f64 #s(literal 3 binary64) x) x)) |
(*.f64 (*.f64 x x) #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) x) x) |
(*.f64 x x) |
x |
#s(literal 3 binary64) |
y |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 (*.f64 y #s(literal 3 binary64)) x) |
(*.f64 #s(literal 3 binary64) y) |
(*.f64 y #s(literal 3 binary64)) |
#s(literal 3 binary64) |
y |
x |
Found 11 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0 | (*.f64 #s(literal 3 binary64) y) | |
| accuracy | 0.20703125 | (*.f64 (*.f64 #s(literal 3 binary64) y) x) | |
| accuracy | 0.0 | (*.f64 x x) | |
| accuracy | 0.0 | #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) | |
| accuracy | 0.17578125 | (*.f64 (*.f64 x x) #s(literal 3 binary64)) | |
| accuracy | 6.860452553186857 | (*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) | |
| accuracy | 0.0 | (*.f64 y #s(literal 3 binary64)) | |
| accuracy | 0.0 | (*.f64 x x) | |
| accuracy | 0.0 | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) | |
| accuracy | 0.1796875 | (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) | |
| accuracy | 6.67380816452292 | (*.f64 (*.f64 x x) y) |
| 32.0ms | 256× | 0 | valid |
Compiled 66 to 15 computations (77.3% saved)
ival-mult: 16.0ms (99.7% 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) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) |
(*.f64 (*.f64 x x) y) |
(*.f64 x x) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
#s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x x) #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 #s(literal 3 binary64) y) |
| Outputs |
|---|
(* 3 (* (pow x 2) y)) |
(* (pow x 2) y) |
(pow x 2) |
(* 3 (pow x 2)) |
(* 3 (* x y)) |
(* 3 y) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 2.0ms | x | @ | 0 | ((* (* (* x 3) x) y) (* (* (* x x) y) 3) (* (* x x) y) (* x x) (* y 3) (* (* (* x 3) x) y) (* (* x 3) x) (* (* x x) 3) (* (* 3 y) x) (* 3 y)) |
| 1.0ms | x | @ | -inf | ((* (* (* x 3) x) y) (* (* (* x x) y) 3) (* (* x x) y) (* x x) (* y 3) (* (* (* x 3) x) y) (* (* x 3) x) (* (* x x) 3) (* (* 3 y) x) (* 3 y)) |
| 1.0ms | x | @ | inf | ((* (* (* x 3) x) y) (* (* (* x x) y) 3) (* (* x x) y) (* x x) (* y 3) (* (* (* x 3) x) y) (* (* x 3) x) (* (* x x) 3) (* (* 3 y) x) (* 3 y)) |
| 1.0ms | y | @ | -inf | ((* (* (* x 3) x) y) (* (* (* x x) y) 3) (* (* x x) y) (* x x) (* y 3) (* (* (* x 3) x) y) (* (* x 3) x) (* (* x x) 3) (* (* 3 y) x) (* 3 y)) |
| 1.0ms | y | @ | inf | ((* (* (* x 3) x) y) (* (* (* x x) y) 3) (* (* x x) y) (* x x) (* y 3) (* (* (* x 3) x) y) (* (* x 3) x) (* (* x x) 3) (* (* 3 y) x) (* 3 y)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 11 | 28 |
| 1 | 21 | 28 |
| 2 | 34 | 28 |
| 3 | 38 | 28 |
| 0 | 38 | 28 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(* 3 (* (pow x 2) y)) |
(* (pow x 2) y) |
(pow x 2) |
(* 3 (pow x 2)) |
(* 3 (* x y)) |
(* 3 y) |
| Outputs |
|---|
(* 3 (* (pow x 2) y)) |
(*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) |
(* (pow x 2) y) |
(*.f64 (*.f64 x x) y) |
(pow x 2) |
(*.f64 x x) |
(* 3 (pow x 2)) |
(*.f64 (*.f64 x x) #s(literal 3 binary64)) |
(* 3 (* x y)) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(* 3 y) |
(*.f64 y #s(literal 3 binary64)) |
Useful iterations: 6 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 16 | 70 |
| 0 | 24 | 80 |
| 1 | 43 | 80 |
| 2 | 64 | 80 |
| 3 | 80 | 80 |
| 4 | 152 | 80 |
| 5 | 449 | 32 |
| 6 | 2275 | 30 |
| 7 | 2305 | 30 |
| 8 | 2434 | 30 |
| 9 | 3625 | 30 |
| 0 | 8553 | 30 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
(*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) |
(*.f64 (*.f64 x x) y) |
(*.f64 x x) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
#s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) |
(*.f64 (*.f64 x x) #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 #s(literal 3 binary64) y) |
| Outputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 y #s(literal 3 binary64))) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 (*.f64 y #s(literal 3 binary64)) x) |
(*.f64 #s(literal 3 binary64) y) |
(*.f64 x (*.f64 y #s(literal 3 binary64))) |
(*.f64 y x) |
(*.f64 x y) |
y |
x |
#s(literal 1 binary64) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 (*.f64 y #s(literal 3 binary64)) x) |
(*.f64 #s(literal 3 binary64) y) |
(*.f64 x (*.f64 y #s(literal 3 binary64))) |
(*.f64 (*.f64 y #s(approx (* (* x 3) x) #s(literal 3 binary64))) x) |
(*.f64 y #s(approx (* (* x 3) x) #s(literal 3 binary64))) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) y) |
(*.f64 x (*.f64 y #s(approx (* (* x 3) x) #s(literal 3 binary64)))) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) |
(*.f64 x #s(approx (* (* x 3) x) #s(literal 3 binary64))) |
#s(approx (* (* x 3) x) #s(literal 3 binary64)) |
#s(literal 3 binary64) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 (*.f64 y #s(literal 3 binary64)) x) |
(*.f64 #s(literal 3 binary64) y) |
(*.f64 x (*.f64 y #s(literal 3 binary64))) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 (*.f64 y #s(literal 3 binary64)) x) |
(*.f64 #s(literal 3 binary64) y) |
(*.f64 x (*.f64 y #s(literal 3 binary64))) |
Compiled 327 to 64 computations (80.4% saved)
7 alts after pruning (2 fresh and 5 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 25 | 2 | 27 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 4 | 4 |
| Done | 0 | 1 | 1 |
| Total | 25 | 7 | 32 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 89.2% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| ▶ | 29.5% | (*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
| ✓ | 29.1% | (*.f64 (*.f64 #s(literal 3 binary64) y) x) |
| ✓ | 89.1% | (*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
| ✓ | 4.8% | (*.f64 y #s(literal 3 binary64)) |
| ✓ | 89.4% | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
| ▶ | 29.1% | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
Compiled 67 to 55 computations (17.9% saved)
| 1× | egg-herbie |
Found 6 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| cost-diff | 0 | #s(approx (* (* x 3) x) #s(literal 3 binary64)) | |
| cost-diff | 0 | (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) | |
| cost-diff | 0 | (*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) 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) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 54 |
| 0 | 16 | 54 |
| 1 | 29 | 54 |
| 2 | 50 | 54 |
| 3 | 62 | 54 |
| 4 | 62 | 54 |
| 0 | 62 | 54 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) x) 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 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) |
#s(approx (* (* x 3) x) #s(literal 3 binary64)) |
#s(literal 3 binary64) |
x |
y |
| Outputs |
|---|
#s(approx (* (* (* x 3) x) 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 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) |
#s(approx (* (* x 3) x) #s(literal 3 binary64)) |
#s(literal 3 binary64) |
x |
y |
Found 6 expressions of interest:
| New | Metric | Score | Program |
|---|---|---|---|
| accuracy | 0.0859375 | (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) | |
| accuracy | 4.120086430651075 | (*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) | |
| accuracy | 61.2870050821088 | #s(approx (* (* x 3) x) #s(literal 3 binary64)) | |
| accuracy | 0.0 | (*.f64 y x) | |
| accuracy | 0.28125 | (*.f64 (*.f64 y x) #s(literal 3 binary64)) | |
| accuracy | 45.37704432760707 | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
| 19.0ms | 256× | 0 | valid |
Compiled 44 to 12 computations (72.7% saved)
ival-mult: 10.0ms (96.3% 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) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) |
#s(approx (* (* x 3) x) #s(literal 3 binary64)) |
| Outputs |
|---|
(* 3 (* (pow x 2) y)) |
(* 3 (* x y)) |
(* x y) |
(* 3 (* (pow x 3) y)) |
(* 3 (pow x 3)) |
(* 3 (pow x 2)) |
6 calls:
| Time | Variable | Point | Expression | |
|---|---|---|---|---|
| 3.0ms | y | @ | -inf | ((* (* (* x 3) x) y) (* (* y x) 3) (* y x) (* (* (* (* x 3) x) x) y) (* (* (* x 3) x) x) (* (* x 3) x)) |
| 2.0ms | x | @ | -inf | ((* (* (* x 3) x) y) (* (* y x) 3) (* y x) (* (* (* (* x 3) x) x) y) (* (* (* x 3) x) x) (* (* x 3) x)) |
| 2.0ms | x | @ | inf | ((* (* (* x 3) x) y) (* (* y x) 3) (* y x) (* (* (* (* x 3) x) x) y) (* (* (* x 3) x) x) (* (* x 3) x)) |
| 1.0ms | y | @ | inf | ((* (* (* x 3) x) y) (* (* y x) 3) (* y x) (* (* (* (* x 3) x) x) y) (* (* (* x 3) x) x) (* (* x 3) x)) |
| 1.0ms | y | @ | 0 | ((* (* (* x 3) x) y) (* (* y x) 3) (* y x) (* (* (* (* x 3) x) x) y) (* (* (* x 3) x) x) (* (* x 3) x)) |
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 14 | 32 |
| 1 | 29 | 32 |
| 2 | 60 | 32 |
| 3 | 79 | 32 |
| 0 | 79 | 32 |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(* 3 (* (pow x 2) y)) |
(* 3 (* x y)) |
(* x y) |
(* 3 (* (pow x 3) y)) |
(* 3 (pow x 3)) |
(* 3 (pow x 2)) |
| Outputs |
|---|
(* 3 (* (pow x 2) y)) |
(*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64)) |
(* 3 (* x y)) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(* x y) |
(*.f64 y x) |
(* 3 (* (pow x 3) y)) |
(*.f64 (*.f64 (pow.f64 x #s(literal 3 binary64)) y) #s(literal 3 binary64)) |
(* 3 (pow x 3)) |
(*.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 3 binary64)) |
(* 3 (pow x 2)) |
(*.f64 (*.f64 x x) #s(literal 3 binary64)) |
Useful iterations: 8 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 12 | 48 |
| 0 | 16 | 46 |
| 1 | 29 | 46 |
| 2 | 50 | 46 |
| 3 | 64 | 46 |
| 4 | 71 | 46 |
| 5 | 87 | 46 |
| 6 | 167 | 46 |
| 7 | 496 | 26 |
| 8 | 2462 | 22 |
| 9 | 2490 | 22 |
| 10 | 2613 | 22 |
| 11 | 3824 | 22 |
| 0 | 8764 | 22 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| Inputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 y x) #s(literal 3 binary64)) |
(*.f64 y x) |
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) |
#s(approx (* (* x 3) x) #s(literal 3 binary64)) |
| Outputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 #s(literal 3 binary64) y)) |
(*.f64 #s(literal 3 binary64) y) |
(*.f64 y #s(literal 3 binary64)) |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 x (*.f64 #s(literal 3 binary64) y)) |
(*.f64 y x) |
(*.f64 x y) |
y |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) y) |
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) y) x) |
(*.f64 y #s(approx (* (* x 3) x) #s(literal 3 binary64))) |
(*.f64 x (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) y)) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) |
(*.f64 x #s(approx (* (* x 3) x) #s(literal 3 binary64))) |
#s(approx (* (* x 3) x) #s(literal 3 binary64)) |
(*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) |
(*.f64 x #s(approx (* (* x 3) x) #s(literal 3 binary64))) |
#s(approx (* (* x 3) x) #s(literal 3 binary64)) |
Compiled 265 to 54 computations (79.6% saved)
7 alts after pruning (0 fresh and 7 done)
| Pruned | Kept | Total | |
|---|---|---|---|
| New | 21 | 0 | 21 |
| Fresh | 0 | 0 | 0 |
| Picked | 0 | 2 | 2 |
| Done | 0 | 5 | 5 |
| Total | 21 | 7 | 28 |
| Status | Accuracy | Program |
|---|---|---|
| ✓ | 89.2% | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| ✓ | 29.5% | (*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
| ✓ | 29.1% | (*.f64 (*.f64 #s(literal 3 binary64) y) x) |
| ✓ | 89.1% | (*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
| ✓ | 4.8% | (*.f64 y #s(literal 3 binary64)) |
| ✓ | 89.4% | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
| ✓ | 29.1% | #s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
Compiled 134 to 81 computations (39.6% saved)
| Inputs |
|---|
(*.f64 y #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
(*.f64 #s(approx (* (* x 3) x) (*.f64 (*.f64 x x) #s(literal 3 binary64))) y) |
(*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| Outputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
4 calls:
| 3.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| 3.0ms | y |
| 3.0ms | x |
| 2.0ms | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 89.4% | 1 | x |
| 89.4% | 1 | y |
| 89.4% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| 89.4% | 1 | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
Compiled 14 to 15 computations (-7.1% saved)
| Inputs |
|---|
(*.f64 y #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
| Outputs |
|---|
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
4 calls:
| 2.0ms | y |
| 2.0ms | x |
| 2.0ms | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
| 2.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 29.5% | 1 | x |
| 29.5% | 1 | y |
| 29.5% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| 29.5% | 1 | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
Compiled 14 to 15 computations (-7.1% saved)
| Inputs |
|---|
(*.f64 y #s(literal 3 binary64)) |
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 (*.f64 #s(literal 3 binary64) y) x) |
| Outputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
4 calls:
| 2.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| 2.0ms | y |
| 2.0ms | x |
| 1.0ms | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
| Accuracy | Segments | Branch |
|---|---|---|
| 29.1% | 1 | y |
| 29.1% | 1 | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
| 29.1% | 1 | x |
| 29.1% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
Compiled 14 to 15 computations (-7.1% saved)
Total -0.0b remaining (-0%)
Threshold costs -0b (-0%)
| Inputs |
|---|
(*.f64 y #s(literal 3 binary64)) |
| Outputs |
|---|
(*.f64 y #s(literal 3 binary64)) |
4 calls:
| 1.0ms | y |
| 1.0ms | x |
| 1.0ms | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
| 1.0ms | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| Accuracy | Segments | Branch |
|---|---|---|
| 4.8% | 1 | y |
| 4.8% | 1 | x |
| 4.8% | 1 | (*.f64 (*.f64 (*.f64 x #s(literal 3 binary64)) x) y) |
| 4.8% | 1 | (*.f64 (*.f64 x #s(literal 3 binary64)) x) |
Compiled 14 to 15 computations (-7.1% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 17 | 42 |
| 1 | 23 | 42 |
| 2 | 37 | 42 |
| 3 | 52 | 42 |
| 4 | 56 | 42 |
| 1× | saturated |
| Inputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 y #s(literal 3 binary64)) |
| Outputs |
|---|
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 (*.f64 x x) y) #s(literal 3 binary64))) |
(*.f64 (*.f64 #s(approx (* (* x 3) x) #s(literal 3 binary64)) x) y) |
#s(approx (* (* (* x 3) x) y) (*.f64 (*.f64 y x) #s(literal 3 binary64))) |
(*.f64 y #s(literal 3 binary64)) |
Useful iterations: 7 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 6 | 15 |
| 0 | 9 | 13 |
| 1 | 15 | 13 |
| 2 | 29 | 13 |
| 3 | 47 | 13 |
| 4 | 58 | 13 |
| 5 | 74 | 13 |
| 6 | 146 | 13 |
| 7 | 444 | 5 |
| 8 | 2255 | 5 |
| 9 | 2281 | 5 |
| 10 | 2404 | 5 |
| 11 | 3620 | 5 |
| 0 | 8584 | 5 |
| 0 | 16 | 70 |
| 0 | 24 | 80 |
| 1 | 43 | 80 |
| 2 | 64 | 80 |
| 3 | 80 | 80 |
| 4 | 152 | 80 |
| 5 | 449 | 32 |
| 6 | 2275 | 30 |
| 7 | 2305 | 30 |
| 8 | 2434 | 30 |
| 9 | 3625 | 30 |
| 0 | 8553 | 30 |
| 0 | 9 | 15 |
| 1 | 15 | 15 |
| 2 | 27 | 15 |
| 3 | 47 | 15 |
| 4 | 48 | 15 |
| 0 | 48 | 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 63 to 36 computations (42.9% saved)
(negabs y)
(abs x)
Compiled 172 to 104 computations (39.5% saved)
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