Logarithmic Transform
Time bar (total: 2.6s)
| 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 |
| 12.5% | 12.5% | 87.4% | 0.1% | 0% | 0% | 0% | 6 |
| 28.6% | 25% | 62.4% | 0.1% | 0% | 12.5% | 0% | 7 |
| 28.6% | 25% | 62.4% | 0.1% | 0% | 12.5% | 0% | 8 |
| 39.3% | 34.3% | 53% | 0.1% | 0% | 12.5% | 0% | 9 |
| 52.7% | 45.2% | 40.6% | 0.1% | 0% | 14% | 0% | 10 |
| 52.7% | 45.2% | 40.6% | 0.1% | 0% | 14% | 0% | 11 |
| 56% | 47.6% | 37.4% | 0.1% | 0% | 14.8% | 0% | 12 |
Compiled 14 to 12 computations (14.3% saved)
| 301.0ms | 33× | 5 | exit |
| 60.0ms | 147× | 1 | valid |
| 8.0ms | 113× | 0 | valid |
| 7.0ms | 21× | 1 | invalid |
| 1.0ms | 16× | 0 | invalid |
ival-pow: 290.0ms (79.6% of total)ival-e: 47.0ms (12.9% of total)adjust: 8.0ms (2.2% of total)ival-log1p: 8.0ms (2.2% of total)ival-mult: 7.0ms (1.9% of total)ival-sub: 3.0ms (0.8% of total)exact: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)ival-true: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 177 | 2 | (-1.5097915099166394e-251 0.0013600953908947913 -1.1297275166969542e-271) | 0 | - | (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) |
| 148 | 54 | (1.3003359704197829e-220 2.4788894481904198e-80 1.5142345268716306e-280) | 28 | (1.011143414363831e+278 -2.370851530313083e+298 1.3187385340003048e-235) | (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y))) |
| 22 | 0 | - | 22 | (2.0271353346979438e+306 3.3351219583043744e-71 -3.1528119709190017e-283) | (*.f64 c (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)))) |
| 2 | 0 | - | 0 | - | (pow.f64 (E.f64) x) |
| 0 | 80 | (-1.9737495892235275e+297 -1.9333862204266622e+114 2.449160843669895e-280) | 0 | - | (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary64) |
| 0 | 0 | - | 0 | - | c |
| 0 | 0 | - | 0 | - | y |
| 0 | 0 | - | 0 | - | x |
| 0 | 0 | - | 0 | - | (E.f64) |
| 0 | 0 | - | 0 | - | (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y) |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
log.f64 | (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y))) | sensitivity | 173 | 0 |
+.f64 | (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)) | cancellation | 80 | 0 |
-.f64 | (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) | cancellation | 29 | 0 |
pow.f64 | (pow.f64 (E.f64) x) | sensitivity | 2 | 0 |
log.f64 | (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y))) | oflow-rescue | 1 | 0 |
| ↳ | (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y) | overflow | 1 | |
| ↳ | (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)) | overflow | 1 | |
| ↳ | (pow.f64 (E.f64) x) | overflow | 1 | |
| ↳ | (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) | overflow | 1 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 156 | 0 |
| - | 67 | 33 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 156 | 0 | 0 |
| - | 67 | 0 | 33 |
| number | freq |
|---|---|
| 0 | 33 |
| 1 | 165 |
| 2 | 54 |
| 3 | 4 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 927.0ms | 2 112× | 1 | valid |
| 86.0ms | 960× | 0 | valid |
Compiled 2 004 to 552 computations (72.5% saved)
ival-pow: 528.0ms (60.8% of total)ival-e: 121.0ms (13.9% of total)adjust: 70.0ms (8.1% of total)ival-mult: 56.0ms (6.4% of total)ival-log1p: 38.0ms (4.4% of total)ival-sub: 28.0ms (3.2% of total)ival-add: 23.0ms (2.6% 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 | 43 | 117 |
| 1 | 95 | 113 |
| 2 | 175 | 113 |
| 3 | 458 | 113 |
| 4 | 951 | 113 |
| 5 | 1526 | 113 |
| 6 | 2352 | 113 |
| 7 | 2728 | 113 |
| 8 | 2934 | 113 |
| 9 | 3003 | 113 |
| 10 | 3053 | 113 |
| 11 | 3080 | 113 |
| 12 | 3111 | 113 |
| 13 | 3116 | 113 |
| 14 | 3119 | 113 |
| 15 | 3121 | 113 |
| 0 | 11 | 12 |
| 0 | 18 | 12 |
| 1 | 27 | 12 |
| 2 | 34 | 12 |
| 3 | 46 | 12 |
| 4 | 55 | 12 |
| 5 | 69 | 12 |
| 6 | 100 | 12 |
| 7 | 154 | 12 |
| 8 | 278 | 12 |
| 9 | 403 | 12 |
| 10 | 485 | 12 |
| 11 | 500 | 12 |
| 12 | 504 | 12 |
| 0 | 504 | 10 |
| 1× | iter limit |
| 1× | saturated |
| 1× | iter limit |
| 1× | saturated |
| Inputs |
|---|
(*.f64 c (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)))) |
| Outputs |
|---|
(*.f64 c (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)))) |
(*.f64 (log1p.f64 (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)) c) |
(negabs c)
Compiled 12 to 11 computations (8.3% saved)
Compiled 0 to 3 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 43.1% | (*.f64 c (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)))) |
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 | 27 | 12 |
| 4 | 30 | 12 |
| 5 | 33 | 12 |
| 1× | saturated |
| Inputs |
|---|
(*.f64 c (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)))) |
| Outputs |
|---|
(*.f64 c (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)))) |
(*.f64 (log.f64 (+.f64 (*.f64 y (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64))) #s(literal 1 binary64))) c) |
| 1× | fuel |
Compiled 12 to 11 computations (8.3% saved)
(negabs c)
Compiled 110 to 102 computations (7.3% saved)
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