Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, F
Time bar (total: 7.4s)
| 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 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 4 |
| 6.7% | 6.2% | 87.4% | 0.1% | 0% | 6.2% | 0% | 5 |
| 20.7% | 18.7% | 71.8% | 0.1% | 0% | 9.4% | 0% | 6 |
| 34.5% | 29.7% | 56.2% | 0.1% | 0% | 14% | 0% | 7 |
| 50.5% | 42.1% | 41.4% | 0.1% | 0% | 16.4% | 0% | 8 |
| 61.4% | 49.6% | 31.2% | 0.1% | 0% | 19.1% | 0% | 9 |
| 72.2% | 57.4% | 22% | 0.1% | 0% | 20.5% | 0% | 10 |
| 79% | 61.6% | 16.4% | 0.1% | 0% | 22% | 0% | 11 |
| 85.3% | 65.9% | 11.4% | 0.1% | 0% | 22.7% | 0% | 12 |
Compiled 13 to 10 computations (23.1% saved)
| 28.0ms | 124× | 1 | valid |
| 9.0ms | 136× | 0 | valid |
| 1.0ms | 9× | 0 | invalid |
ival-log: 16.0ms (52.5% of total)ival-div: 5.0ms (16.4% of total)ival-exp: 3.0ms (9.8% of total)ival-add: 2.0ms (6.6% of total)adjust: 2.0ms (6.6% of total)ival-mult: 2.0ms (6.6% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 147 | 47 | (-8.580790191150108e+300 3.393041565346102e-104) | 2 | (-5.812143552899528e-48 -1.3746744473848674e+269) | (log.f64 (/.f64 x (+.f64 x y))) |
| 50 | 0 | - | 3 | (4.32926846522762e+225 1.0627410788732246e-85) | (*.f64 x (log.f64 (/.f64 x (+.f64 x y)))) |
| 1 | 0 | - | 0 | - | (/.f64 (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) x) |
| 0 | 0 | - | 0 | - | (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (/.f64 x (+.f64 x y)) |
| 0 | 0 | - | 0 | - | (+.f64 x y) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
log.f64 | (log.f64 (/.f64 x (+.f64 x y))) | sensitivity | 170 | 0 |
*.f64 | (*.f64 x (log.f64 (/.f64 x (+.f64 x y)))) | n*u | 47 | 0 |
log.f64 | (log.f64 (/.f64 x (+.f64 x y))) | uflow-rescue | 22 | 0 |
| ↳ | (log.f64 (/.f64 x (+.f64 x y))) | underflow | 47 | |
| ↳ | (/.f64 x (+.f64 x y)) | underflow | 22 | |
/.f64 | (/.f64 (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) x) | o/n | 1 | 0 |
| ↳ | (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) | overflow | 34 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 64 | 0 |
| - | 128 | 64 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 64 | 0 | 0 |
| - | 128 | 0 | 64 |
| number | freq |
|---|---|
| 0 | 64 |
| 1 | 144 |
| 2 | 48 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 2.2s | 10 530× | 1 | valid |
| 1.7s | 4 230× | 2 | valid |
| 599.0ms | 8 280× | 0 | valid |
Compiled 6 615 to 1 620 computations (75.5% saved)
ival-log: 2.0s (54.8% of total)ival-div: 573.0ms (15.6% of total)ival-exp: 289.0ms (7.9% of total)ival-mult: 267.0ms (7.3% of total)adjust: 257.0ms (7% of total)ival-add: 241.0ms (6.6% of total)ival-true: 19.0ms (0.5% of total)ival-assert: 9.0ms (0.2% of total)| 1× | egg-herbie |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 24 | 65 |
| 1 | 60 | 51 |
| 2 | 125 | 49 |
| 3 | 333 | 49 |
| 4 | 702 | 49 |
| 5 | 1140 | 47 |
| 6 | 1569 | 47 |
| 7 | 2227 | 47 |
| 8 | 2558 | 47 |
| 9 | 2721 | 47 |
| 10 | 2951 | 47 |
| 11 | 3125 | 47 |
| 12 | 3254 | 47 |
| 13 | 3295 | 47 |
| 14 | 3295 | 47 |
| 15 | 3299 | 47 |
| 0 | 8 | 11 |
| 0 | 14 | 11 |
| 1 | 18 | 9 |
| 2 | 21 | 9 |
| 3 | 21 | 9 |
| 0 | 21 | 9 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(/.f64 (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) x) |
| Outputs |
|---|
(/.f64 (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) x) |
(/.f64 (pow.f64 (/.f64 x (+.f64 y x)) x) x) |
Compiled 11 to 8 computations (27.3% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 77.9% | (/.f64 (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) x) |
Compiled 22 to 16 computations (27.3% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 8 | 11 |
| 1 | 10 | 11 |
| 1× | saturated |
| Inputs |
|---|
(/.f64 (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) x) |
| Outputs |
|---|
(/.f64 (exp.f64 (*.f64 x (log.f64 (/.f64 x (+.f64 x y))))) x) |
(/.f64 (exp.f64 (*.f64 (log.f64 (/.f64 x (+.f64 y x))) x)) x) |
| 1× | fuel |
Compiled 11 to 8 computations (27.3% saved)
Compiled 132 to 74 computations (43.9% saved)
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