Logistic distribution
Time bar (total: 1.7s)
| 1× | search |
| Probability | Valid | Unknown | Precondition | Infinite | Domain | Can't | Iter |
|---|---|---|---|---|---|---|---|
| 0% | 0% | 24.7% | 75.3% | 0% | 0% | 0% | 0 |
| 0% | 0% | 24.7% | 75.3% | 0% | 0% | 0% | 1 |
| 0% | 0% | 24.7% | 75.3% | 0% | 0% | 0% | 2 |
| 0% | 0% | 24.7% | 75.3% | 0% | 0% | 0% | 3 |
| 0% | 0% | 24.7% | 75.3% | 0% | 0% | 0% | 4 |
| 50% | 12.4% | 12.4% | 75.3% | 0% | 0% | 0% | 5 |
| 50% | 12.4% | 12.4% | 75.3% | 0% | 0% | 0% | 6 |
| 75% | 18.5% | 6.2% | 75.3% | 0% | 0% | 0% | 7 |
| 75% | 18.5% | 6.2% | 75.3% | 0% | 0% | 0% | 8 |
| 87.5% | 21.6% | 3.1% | 75.3% | 0% | 0% | 0% | 9 |
| 87.5% | 21.6% | 3.1% | 75.3% | 0% | 0% | 0% | 10 |
| 93.7% | 23.2% | 1.5% | 75.3% | 0% | 0% | 0% | 11 |
| 93.7% | 23.2% | 1.5% | 75.3% | 0% | 0% | 0% | 12 |
Compiled 34 to 17 computations (50% saved)
| 21.0ms | 260× | 0 | valid |
ival-div: 3.0ms (18.9% of total)ival-mult: 3.0ms (18.9% of total)const: 3.0ms (18.9% of total)ival-exp: 2.0ms (12.6% of total)ival-add: 1.0ms (6.3% of total)ival-fabs: 1.0ms (6.3% of total)ival-<=: 1.0ms (6.3% of total)ival-neg: 1.0ms (6.3% of total)adjust: 0.0ms (0% of total)ival-assert: 0.0ms (0% of total)ival-and: 0.0ms (0% of total)exact: 0.0ms (0% of total)| Ground Truth | Overpredictions | Example | Underpredictions | Example | Subexpression |
|---|---|---|---|---|---|
| 1 | 7 | (-7.155489534227399e-10 3.3494849688980866e-12) | 0 | - | (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) |
| 0 | 0 | - | 0 | - | (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))) |
| 0 | 0 | - | 0 | - | #s(literal 1 binary32) |
| 0 | 0 | - | 0 | - | (/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))))) |
| 0 | 0 | - | 0 | - | s |
| 0 | 0 | - | 0 | - | (neg.f32 (fabs.f32 x)) |
| 0 | 0 | - | 0 | - | (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) |
| 0 | 0 | - | 0 | - | (/.f32 (neg.f32 (fabs.f32 x)) s) |
| 0 | 0 | - | 0 | - | (*.f32 (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) |
| 0 | 0 | - | 0 | - | x |
| 0 | 0 | - | 0 | - | (fabs.f32 x) |
| Operator | Subexpression | Explanation | Count | |
|---|---|---|---|---|
exp.f32 | (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) | sensitivity | 8 | 2 |
| Predicted + | Predicted - | |
|---|---|---|
| + | 1 | 0 |
| - | 7 | 248 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 7 | 2 | 246 |
| number | freq |
|---|---|
| 0 | 248 |
| 1 | 8 |
| Predicted + | Predicted Maybe | Predicted - | |
|---|---|---|---|
| + | 1 | 0 | 0 |
| - | 0 | 0 | 0 |
| 431.0ms | 6 144× | 0 | valid |
Compiled 3 312 to 576 computations (82.6% saved)
ival-div: 78.0ms (28% of total)ival-mult: 62.0ms (22.3% of total)ival-exp: 43.0ms (15.4% of total)ival-fabs: 34.0ms (12.2% of total)ival-add: 27.0ms (9.7% of total)ival-neg: 23.0ms (8.3% of total)ival-true: 4.0ms (1.4% of total)exact: 3.0ms (1.1% of total)adjust: 2.0ms (0.7% of total)ival-assert: 2.0ms (0.7% of total)| 1× | egg-herbie |
Useful iterations: 6 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 31 | 140 |
| 1 | 123 | 128 |
| 2 | 442 | 123 |
| 3 | 1364 | 121 |
| 4 | 3823 | 121 |
| 5 | 6461 | 121 |
| 0 | 11 | 26 |
| 0 | 19 | 26 |
| 1 | 45 | 26 |
| 2 | 114 | 25 |
| 3 | 228 | 25 |
| 4 | 382 | 25 |
| 5 | 674 | 19 |
| 6 | 1251 | 18 |
| 7 | 2511 | 18 |
| 8 | 4661 | 18 |
| 0 | 8211 | 18 |
| 1× | iter limit |
| 1× | node limit |
| 1× | iter limit |
| 1× | node limit |
| Inputs |
|---|
(/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))))) |
| Outputs |
|---|
(/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))))) |
(/.f32 (/.f32 #s(literal 1 binary32) s) (+.f32 (+.f32 #s(literal 2 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))) (exp.f32 (/.f32 (fabs.f32 x) s)))) |
(abs x)
Compiled 26 to 11 computations (57.7% saved)
Compiled 0 to 2 computations (-∞% saved)
| Status | Accuracy | Program |
|---|---|---|
| 99.6% | (/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))))) |
Compiled 52 to 22 computations (57.7% saved)
| 1× | egg-herbie |
Useful iterations: 0 (0.0ms)
| Iter | Nodes | Cost |
|---|---|---|
| 0 | 11 | 26 |
| 1 | 22 | 26 |
| 2 | 28 | 26 |
| 3 | 33 | 26 |
| 4 | 36 | 26 |
| 5 | 37 | 26 |
| 1× | saturated |
| Inputs |
|---|
(/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))))) |
| Outputs |
|---|
(/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 s (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))))) |
(/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))) s) (+.f32 #s(literal 1 binary32) (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))))) |
| 1× | fuel |
Compiled 26 to 11 computations (57.7% saved)
(abs x)
Compiled 208 to 88 computations (57.7% saved)
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