Numeric.SpecFunctions:incompleteBetaApprox from math-functions-0.1.5.2, A
Time bar (total: 1.2s)
| 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 |
| 25% | 25% | 74.9% | 0.1% | 0% | 0% | 0% | 3 |
| 37.5% | 37.5% | 62.4% | 0.1% | 0% | 0% | 0% | 4 |
| 56.3% | 56.2% | 43.7% | 0.1% | 0% | 0% | 0% | 5 |
| 62.5% | 62.4% | 37.5% | 0.1% | 0% | 0% | 0% | 6 |
| 71.9% | 71.8% | 28.1% | 0.1% | 0% | 0% | 0% | 7 |
| 76.6% | 76.5% | 23.4% | 0.1% | 0% | 0% | 0% | 8 |
| 83.6% | 83.5% | 16.4% | 0.1% | 0% | 0% | 0% | 9 |
| 87.1% | 87% | 12.9% | 0.1% | 0% | 0% | 0% | 10 |
| 91.2% | 91.1% | 8.8% | 0.1% | 0% | 0% | 0% | 11 |
| 93.3% | 93.2% | 6.7% | 0.1% | 0% | 0% | 0% | 12 |
Compiled 19 to 11 computations (42.1% saved)
| 13.0ms | 260× | 0 | valid |
ival-mult: 4.0ms (48.9% of total)ival-add: 2.0ms (24.4% of total)ival-div: 1.0ms (12.2% of total)ival-true: 0.0ms (0% of total)adjust: 0.0ms (0% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 82 | 0 | - | 3 | (4.4212591798529873e-128 4.988209133320389e-186) | (/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 0 | 66 | (3.0652174536495324e-140 -1.1373803165047832e+229) | 0 | - | (+.f64 (+.f64 x y) #s(literal 1 binary64)) |
| 0 | 0 | - | 0 | - | (*.f64 x y) |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | (+.f64 x y) |
| 0 | 0 | - | 0 | - | (*.f64 (+.f64 x y) (+.f64 x y)) |
| 0 | 0 | - | 0 | - | (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
+.f64 | (+.f64 (+.f64 x y) #s(literal 1 binary64)) | cancellation | 66 | 0 |
/.f64 | (/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) | o/o | 30 | 0 |
| ↳ | (*.f64 x y) | overflow | 30 | |
| ↳ | (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))) | overflow | 138 | |
| ↳ | (*.f64 (+.f64 x y) (+.f64 x y)) | overflow | 100 | |
/.f64 | (/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) | n/o | 23 | 0 |
| ↳ | (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))) | overflow | 138 | |
| ↳ | (*.f64 (+.f64 x y) (+.f64 x y)) | overflow | 100 | |
/.f64 | (/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) | u/n | 16 | 0 |
| ↳ | (*.f64 x y) | underflow | 26 | |
/.f64 | (/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) | u/u | 10 | 0 |
| ↳ | (*.f64 x y) | underflow | 26 | |
| ↳ | (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64))) | underflow | 10 | |
| ↳ | (*.f64 (+.f64 x y) (+.f64 x y)) | underflow | 10 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 79 | 3 |
| - | 65 | 109 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 79 | 0 | 3 |
| - | 65 | 0 | 109 |
| number | freq |
|---|---|
| 0 | 112 |
| 1 | 143 |
| 2 | 1 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 172.0ms | 3 072× | 0 | valid |
Compiled 2 064 to 456 computations (77.9% saved)
ival-mult: 50.0ms (51.1% of total)ival-add: 26.0ms (26.6% of total)ival-div: 16.0ms (16.4% of total)ival-true: 2.0ms (2% of total)exact: 2.0ms (2% of total)adjust: 1.0ms (1% of total)ival-assert: 1.0ms (1% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 25 | 97 |
| 1 | 129 | 87 |
| 2 | 718 | 85 |
| 3 | 4217 | 85 |
| 0 | 9 | 17 |
| 0 | 15 | 17 |
| 1 | 44 | 17 |
| 2 | 168 | 17 |
| 3 | 544 | 17 |
| 4 | 2286 | 17 |
| 5 | 3087 | 17 |
| 6 | 3462 | 17 |
| 7 | 3548 | 17 |
| 8 | 3577 | 17 |
| 9 | 3617 | 17 |
| 10 | 7692 | 17 |
| 11 | 7814 | 17 |
| 12 | 7833 | 17 |
| 13 | 7834 | 17 |
| 14 | 7834 | 17 |
| 15 | 7849 | 17 |
| 16 | 7849 | 17 |
| 17 | 7849 | 17 |
| 0 | 9415 | 16 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) |
| Outputs |
|---|
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) |
(/.f64 (*.f64 y x) (fma.f64 (+.f64 y x) (+.f64 y x) (pow.f64 (+.f64 y x) #s(literal 3 binary64)))) |
(sort x y)
Compiled 17 to 9 computations (47.1% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 70.3% | (/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) |
Compiled 34 to 18 computations (47.1% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 9 | 17 |
| 1 | 16 | 17 |
| 1× | saturated |
| Inputs |
|---|
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) |
| Outputs |
|---|
(/.f64 (*.f64 x y) (*.f64 (*.f64 (+.f64 x y) (+.f64 x y)) (+.f64 (+.f64 x y) #s(literal 1 binary64)))) |
(/.f64 (*.f64 y x) (*.f64 (+.f64 #s(literal 1 binary64) (+.f64 y x)) (*.f64 (+.f64 y x) (+.f64 y x)))) |
| 1× | fuel |
Compiled 17 to 9 computations (47.1% saved)
(sort x y)
Compiled 174 to 94 computations (46% saved)
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