Logarithmic Transform
Time bar (total: 1.8s)
| 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)
| 34.0ms | 152× | 1 | valid |
| 8.0ms | 26× | 1 | invalid |
| 7.0ms | 108× | 0 | valid |
| 6.0ms | 57× | 1 | exit |
| 2.0ms | 21× | 0 | invalid |
ival-pow: 21.0ms (45.6% of total)ival-e: 9.0ms (19.5% of total)ival-mult: 5.0ms (10.8% of total)adjust: 4.0ms (8.7% of total)ival-log1p: 4.0ms (8.7% of total)ival-sub: 2.0ms (4.3% 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 |
|---|---|---|---|---|---|
| 188 | 0 | - | 0 | - | (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) |
| 158 | 46 | (-1.6868583430169887e-130 1.9428927812807296e-183 4.273320244671873e-169) | 29 | (41391656546.05108 9.618266027504584e-116 6.280876519986861e-196) | (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y))) |
| 13 | 0 | - | 13 | (41391656546.05108 9.618266027504584e-116 6.280876519986861e-196) | (*.f64 c (log.f64 (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)))) |
| 1 | 0 | - | 0 | - | (pow.f64 (E.f64) x) |
| 0 | 24 | (1.495048475426395e+139 -2.346961037749393e+22 3.3223893935268427e-156) | 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 | 175 | 0 |
-.f64 | (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) | cancellation | 40 | 0 |
+.f64 | (+.f64 #s(literal 1 binary64) (*.f64 (-.f64 (pow.f64 (E.f64) x) #s(literal 1 binary64)) y)) | cancellation | 24 | 0 |
pow.f64 | (pow.f64 (E.f64) x) | sensitivity | 1 | 0 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 160 | 4 |
| - | 68 | 24 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 160 | 0 | 4 |
| - | 68 | 0 | 24 |
| number | freq |
|---|---|
| 0 | 28 |
| 1 | 216 |
| 2 | 12 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 549.0ms | 2 196× | 1 | valid |
| 78.0ms | 876× | 0 | valid |
Compiled 2 004 to 552 computations (72.5% saved)
ival-pow: 200.0ms (41.2% of total)ival-e: 89.0ms (18.3% of total)ival-mult: 57.0ms (11.7% of total)adjust: 49.0ms (10.1% of total)ival-log1p: 38.0ms (7.8% of total)ival-sub: 25.0ms (5.2% of total)ival-add: 22.0ms (4.5% of total)ival-true: 2.0ms (0.4% of total)exact: 2.0ms (0.4% of total)ival-assert: 1.0ms (0.2% 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 |
|---|---|---|
| 41.0% | (*.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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