System.Random.MWC.Distributions:gamma from mwc-random-0.13.3.2
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 |
| 0% | 0% | 99.9% | 0.1% | 0% | 0% | 0% | 3 |
| 100% | 49.9% | 0% | 0.1% | 0% | 49.9% | 0% | 4 |
Compiled 14 to 13 computations (7.1% saved)
| 15.0ms | 260× | 0 | valid |
ival-log: 3.0ms (32% of total)ival-mult: 3.0ms (32% of total)ival-add: 2.0ms (21.4% of total)ival-sub: 1.0ms (10.7% 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 |
|---|---|---|---|---|---|
| 0 | 44 | (4.45647418976373e+41 5.23912265559455e-164 6.4877497895099055e+202) | 0 | - | (+.f64 (*.f64 x #s(literal 1/2 binary64)) (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)))) |
| 0 | 0 | - | 0 | - | (-.f64 #s(literal 1 binary64) z) |
| 0 | 0 | - | 0 | - | (log.f64 z) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 0 | 0 | - | 0 | - | z |
| 0 | 0 | - | 0 | - | (*.f64 x #s(literal 1/2 binary64)) |
| 0 | 0 | - | 0 | - | y |
| 0 | 123 | (6.091948715026347e+173 -2.4106547988206016e+42 4.114171467117786e+188) | 0 | - | (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)) |
| 0 | 0 | - | 0 | - | (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z))) |
| 0 | 0 | - | 0 | - | #s(literal 1/2 binary64) |
| 0 | 0 | - | 0 | - | x |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
+.f64 | (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)) | cancellation | 95 | 0 |
+.f64 | (+.f64 (*.f64 x #s(literal 1/2 binary64)) (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)))) | cancellation | 44 | 0 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 0 | 0 |
| - | 138 | 118 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 138 | 0 | 118 |
| number | freq |
|---|---|
| 0 | 118 |
| 1 | 137 |
| 2 | 1 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 0 | 0 | 0 |
| - | 1 | 0 | 0 |
| 199.0ms | 3 072× | 0 | valid |
Compiled 1 572 to 552 computations (64.9% saved)
ival-mult: 36.0ms (32.6% of total)ival-log: 29.0ms (26.3% of total)ival-add: 23.0ms (20.8% of total)ival-sub: 15.0ms (13.6% of total)exact: 3.0ms (2.7% of total)ival-true: 2.0ms (1.8% of total)adjust: 1.0ms (0.9% of total)ival-assert: 1.0ms (0.9% of total)| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 39 | 117 |
| 1 | 131 | 110 |
| 2 | 378 | 110 |
| 3 | 1228 | 110 |
| 4 | 3703 | 110 |
| 5 | 5471 | 110 |
| 6 | 6101 | 110 |
| 7 | 6263 | 110 |
| 8 | 6355 | 110 |
| 9 | 6372 | 110 |
| 10 | 6431 | 110 |
| 11 | 6508 | 110 |
| 12 | 6508 | 110 |
| 13 | 6734 | 110 |
| 14 | 6750 | 110 |
| 15 | 6750 | 110 |
| 0 | 11 | 12 |
| 0 | 17 | 12 |
| 1 | 33 | 12 |
| 2 | 63 | 12 |
| 3 | 128 | 12 |
| 4 | 281 | 12 |
| 5 | 492 | 12 |
| 6 | 829 | 12 |
| 7 | 1225 | 12 |
| 8 | 1542 | 12 |
| 9 | 1646 | 12 |
| 10 | 1677 | 12 |
| 11 | 1679 | 12 |
| 12 | 1679 | 12 |
| 0 | 1679 | 10 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(+.f64 (*.f64 x #s(literal 1/2 binary64)) (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)))) |
| Outputs |
|---|
(+.f64 (*.f64 x #s(literal 1/2 binary64)) (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)))) |
(fma.f64 (-.f64 (log.f64 z) z) y (fma.f64 #s(literal 1/2 binary64) x y)) |
Compiled 12 to 11 computations (8.3% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 99.9% | (+.f64 (*.f64 x #s(literal 1/2 binary64)) (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)))) |
Compiled 24 to 22 computations (8.3% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 11 | 12 |
| 1 | 20 | 12 |
| 2 | 24 | 12 |
| 3 | 26 | 12 |
| 4 | 27 | 12 |
| 1× | saturated |
| Inputs |
|---|
(+.f64 (*.f64 x #s(literal 1/2 binary64)) (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)))) |
| Outputs |
|---|
(+.f64 (*.f64 x #s(literal 1/2 binary64)) (*.f64 y (+.f64 (-.f64 #s(literal 1 binary64) z) (log.f64 z)))) |
(+.f64 (*.f64 (+.f64 (log.f64 z) (-.f64 #s(literal 1 binary64) z)) y) (*.f64 #s(literal 1/2 binary64) x)) |
| 1× | fuel |
Compiled 12 to 11 computations (8.3% saved)
Compiled 72 to 64 computations (11.1% saved)
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