Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, G
Time bar (total: 1.9s)
| 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 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 5 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 6 |
| 6.7% | 6.2% | 87.4% | 0.1% | 0% | 6.2% | 0% | 7 |
| 6.7% | 6.2% | 87.4% | 0.1% | 0% | 6.2% | 0% | 8 |
| 20.7% | 18.7% | 71.8% | 0.1% | 0% | 9.4% | 0% | 9 |
| 34.5% | 29.6% | 56.2% | 0.1% | 0% | 14% | 0% | 10 |
| 34.5% | 29.6% | 56.2% | 0.1% | 0% | 14% | 0% | 11 |
| 50.5% | 42.1% | 41.3% | 0.1% | 0% | 16.4% | 0% | 12 |
Compiled 15 to 12 computations (20% saved)
| 20.0ms | 72× | 1 | valid |
| 13.0ms | 188× | 0 | valid |
| 2.0ms | 32× | 0 | invalid |
| 0.0ms | 2× | 1 | exit |
ival-log: 13.0ms (46.5% of total)ival-div: 5.0ms (17.9% of total)ival-exp: 3.0ms (10.7% of total)ival-add: 3.0ms (10.7% of total)ival-mult: 2.0ms (7.2% of total)adjust: 1.0ms (3.6% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 146 | 35 | (7.628714405883553e+91 1.794183422348817e+164 -1.5603076481981552e-200) | 8 | (-1.2023327061474305e+198 -1.4780400245868881e-179 -7.652683840975711e+143) | (log.f64 (/.f64 y (+.f64 z y))) |
| 39 | 0 | - | 39 | (-2.31188408609272e-231 6.123702898176764e+137 -1.0229512861737856e-304) | (*.f64 y (log.f64 (/.f64 y (+.f64 z y)))) |
| 0 | 0 | - | 0 | - | (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | (/.f64 y (+.f64 z y)) |
| 0 | 0 | - | 0 | - | (+.f64 z y) |
| 0 | 0 | - | 0 | - | (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) |
| 0 | 0 | - | 0 | - | (+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
log.f64 | (log.f64 (/.f64 y (+.f64 z y))) | sensitivity | 159 | 0 |
log.f64 | (log.f64 (/.f64 y (+.f64 z y))) | uflow-rescue | 14 | 0 |
| ↳ | (log.f64 (/.f64 y (+.f64 z y))) | underflow | 35 | |
| ↳ | (/.f64 y (+.f64 z y)) | underflow | 14 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 40 | 0 |
| - | 133 | 83 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 40 | 0 | 0 |
| - | 133 | 0 | 83 |
| number | freq |
|---|---|
| 0 | 83 |
| 1 | 173 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 403.0ms | 1 596× | 1 | valid |
| 122.0ms | 276× | 2 | valid |
| 99.0ms | 1 200× | 0 | valid |
Compiled 2 268 to 504 computations (77.8% saved)
ival-log: 246.0ms (50.5% of total)ival-div: 70.0ms (14.4% of total)ival-add: 50.0ms (10.3% of total)ival-exp: 45.0ms (9.2% of total)adjust: 39.0ms (8% of total)ival-mult: 33.0ms (6.8% of total)ival-true: 3.0ms (0.6% of total)ival-assert: 1.0ms (0.2% of total)| 1× | egg-herbie |
Useful iterations: 1 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 51 | 130 |
| 1 | 106 | 104 |
| 2 | 224 | 102 |
| 3 | 480 | 102 |
| 4 | 1083 | 102 |
| 5 | 2262 | 100 |
| 6 | 3232 | 100 |
| 7 | 4472 | 100 |
| 8 | 5310 | 100 |
| 9 | 6024 | 100 |
| 10 | 6426 | 100 |
| 11 | 6651 | 100 |
| 12 | 6930 | 100 |
| 13 | 7226 | 100 |
| 14 | 7480 | 100 |
| 15 | 7805 | 100 |
| 16 | 7903 | 100 |
| 17 | 7905 | 100 |
| 18 | 7905 | 100 |
| 19 | 7905 | 100 |
| 20 | 7973 | 100 |
| 0 | 10 | 13 |
| 0 | 17 | 13 |
| 1 | 22 | 11 |
| 2 | 25 | 11 |
| 3 | 25 | 11 |
| 0 | 25 | 11 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)) |
| Outputs |
|---|
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)) |
(+.f64 (/.f64 (pow.f64 (/.f64 y (+.f64 z y)) y) y) x) |
Compiled 13 to 10 computations (23.1% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 85.3% | (+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)) |
Compiled 26 to 20 computations (23.1% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 10 | 13 |
| 1 | 13 | 13 |
| 1× | saturated |
| Inputs |
|---|
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)) |
| Outputs |
|---|
(+.f64 x (/.f64 (exp.f64 (*.f64 y (log.f64 (/.f64 y (+.f64 z y))))) y)) |
(+.f64 (/.f64 (exp.f64 (*.f64 (log.f64 (/.f64 y (+.f64 z y))) y)) y) x) |
| 1× | fuel |
Compiled 13 to 10 computations (23.1% saved)
Compiled 110 to 80 computations (27.3% saved)
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