Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2
Time bar (total: 2.5s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 0 |
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 1 |
| 0% | 0% | 99.8% | 0.2% | 0% | 0% | 0% | 2 |
| 0% | 0% | 49.9% | 0.2% | 0% | 49.9% | 0% | 3 |
| 0% | 0% | 49.9% | 0.2% | 0% | 49.9% | 0% | 4 |
| 0% | 0% | 49.9% | 0.2% | 0% | 49.9% | 0% | 5 |
| 0% | 0% | 49.9% | 0.2% | 0% | 49.9% | 0% | 6 |
| 0% | 0% | 25% | 0.2% | 0% | 74.9% | 0% | 7 |
| 0% | 0% | 25% | 0.2% | 0% | 74.9% | 0% | 8 |
| 0% | 0% | 25% | 0.2% | 0% | 74.9% | 0% | 9 |
| 0% | 0% | 25% | 0.2% | 0% | 74.9% | 0% | 10 |
| 50% | 12.5% | 12.5% | 0.2% | 0% | 74.9% | 0% | 11 |
| 50% | 12.5% | 12.5% | 0.2% | 0% | 74.9% | 0% | 12 |
Compiled 19 to 16 computations (15.8% saved)
| 24.0ms | 73× | 1 | valid |
| 15.0ms | 187× | 0 | valid |
ival-log: 17.0ms (53.4% of total)ival-sub: 6.0ms (18.8% of total)adjust: 4.0ms (12.6% of total)ival-mult: 4.0ms (12.6% of total)ival-add: 1.0ms (3.1% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 256 | 0 | - | 0 | - | (log.f64 (-.f64 #s(literal 1 binary64) y)) |
| 0 | 0 | - | 0 | - | (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) |
| 0 | 0 | - | 0 | - | (-.f64 #s(literal 1 binary64) y) |
| 0 | 0 | - | 0 | - | (log.f64 y) |
| 0 | 0 | - | 0 | - | t |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) |
| 0 | 0 | - | 0 | - | (-.f64 z #s(literal 1 binary64)) |
| 0 | 0 | - | 0 | - | (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) |
| 0 | 0 | - | 0 | - | (-.f64 x #s(literal 1 binary64)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
log.f64 | (log.f64 (-.f64 #s(literal 1 binary64) y)) | sensitivity | 256 | 0 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 27 | 0 |
| - | 229 | 0 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 27 | 0 | 0 |
| - | 229 | 0 | 0 |
| number | freq |
|---|---|
| 1 | 256 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 692.0ms | 2 232× | 1 | valid |
| 386.0ms | 816× | 2 | valid |
| 2.0ms | 24× | 0 | valid |
Compiled 2 604 to 696 computations (73.3% saved)
ival-log: 449.0ms (51.2% of total)adjust: 213.0ms (24.3% of total)ival-sub: 107.0ms (12.2% of total)ival-mult: 75.0ms (8.5% of total)ival-add: 28.0ms (3.2% of total)ival-true: 2.0ms (0.2% of total)exact: 2.0ms (0.2% of total)ival-assert: 1.0ms (0.1% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 70 | 252 |
| 1 | 159 | 248 |
| 2 | 467 | 241 |
| 3 | 1721 | 240 |
| 4 | 4245 | 240 |
| 5 | 7008 | 240 |
| 0 | 14 | 17 |
| 0 | 23 | 17 |
| 1 | 38 | 17 |
| 2 | 64 | 17 |
| 3 | 140 | 17 |
| 4 | 297 | 17 |
| 5 | 818 | 17 |
| 6 | 2350 | 17 |
| 7 | 3514 | 17 |
| 8 | 3887 | 17 |
| 9 | 3933 | 17 |
| 10 | 3933 | 17 |
| 11 | 4316 | 17 |
| 12 | 4413 | 17 |
| 13 | 4413 | 17 |
| 14 | 4415 | 17 |
| 0 | 4415 | 15 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) |
| Outputs |
|---|
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) |
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))) |
Compiled 17 to 14 computations (17.6% saved)
Compiled 0 to 4 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 91.1% | (-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) |
Compiled 34 to 28 computations (17.6% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 14 | 17 |
| 1 | 27 | 17 |
| 2 | 38 | 17 |
| 3 | 47 | 17 |
| 4 | 60 | 17 |
| 5 | 80 | 17 |
| 1× | saturated |
| Inputs |
|---|
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) |
| Outputs |
|---|
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) |
(-.f64 (+.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t) |
| 1× | fuel |
Compiled 17 to 14 computations (17.6% saved)
Compiled 68 to 56 computations (17.6% saved)
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